diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8a3ed8bfe3..1b87a7beb5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -518,6 +518,10 @@ Tracking starts with the community-docs baseline for this repository.
 
 ### Added
 
+- A source-local LIVE code-intelligence route now provides bounded Python AST
+  observations with source-epoch invalidation, candidate/current/last-good
+  state, an executable JSON boundary, and an explicit unadmitted machine ABI;
+  it does not install or activate providers or claim semantic proof.
 - Reranker owner memory relief now uses a separate
   `AOA_RERANK_EXIT_AFTER_MEMORY_RELIEF` switch, atomically drains new requests
   before a clean container restart, and commits one of up to 32 action-ID
diff --git a/docs/testing/test_inventory.json b/docs/testing/test_inventory.json
index 0542625544..1201ecf950 100644
--- a/docs/testing/test_inventory.json
+++ b/docs/testing/test_inventory.json
@@ -153,6 +153,7 @@
         "mechanics/runtime-lifecycle/parts/logs-status/tests/test_service_selection_status.py",
         "mechanics/runtime-lifecycle/parts/start-stop/tests/test_aoa_warmup.py",
         "mechanics/runtime-lifecycle/parts/status-readouts/tests/test_runtime_hygiene.py",
+        "mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py",
         "mechanics/runtime-lifecycle/parts/user-unit/tests/test_aoa_external_actor_clock.py",
         "mechanics/runtime-repair/parts/a2a-return-dry-run/tests/test_a2a_return_closeout_dry_run.py",
         "mechanics/runtime-repair/parts/degradation-receipts/tests/test_degradation_receipts.py",
diff --git a/kag/indexes/index_family.manifest.json b/kag/indexes/index_family.manifest.json
index 41ef63e076..f1c99b032f 100644
--- a/kag/indexes/index_family.manifest.json
+++ b/kag/indexes/index_family.manifest.json
@@ -9,52 +9,52 @@
     "assembly": "deterministic-on-demand",
     "files": [
       {
-        "content_digest": "5397ffb875c5e19dbd9de572feaa14f7d48cd034970c1f10748b3bb11e016d88",
+        "content_digest": "89f3376e645a29bbf67f92e66f388f976987ee2491ec26f922f9ab61b2104276",
         "kind": "source",
         "path": "kag/indexes/source_surface_index.json",
-        "records": 1916,
+        "records": 1926,
         "schema_version": "aoa-repo-local-kag-index-v2"
       },
       {
-        "content_digest": "4c2aaec93f003505748e4ec58e59f75794140aa39064f759ad4242f027b2ce3f",
+        "content_digest": "d3048b65323398816fa074e3438d496f1cd833ea2917eb9bec579665e03d0c88",
         "kind": "artifact",
         "path": "kag/indexes/repo_artifact_index.json",
-        "records": 1916,
+        "records": 1926,
         "schema_version": "aoa-repo-local-kag-repository-index-v2"
       },
       {
-        "content_digest": "e590730fc4c6aed5429d3d197183311d7fa9e96d713bff144aa39d74b0b76313",
+        "content_digest": "36505aafc5154bb137a83f1a03f012f0878cdfe44036193640f3b7568cf480e0",
         "kind": "anchor",
         "path": "kag/indexes/repo_anchor_index.json",
-        "records": 25460,
+        "records": 25885,
         "schema_version": "aoa-repo-local-kag-repository-index-v2"
       },
       {
-        "content_digest": "16f49a1933b44fc240cfc5642eea6d429c464a68acd8586a3caa23b2484f65ce",
+        "content_digest": "7ca5402bf56d5111170e26353bad667220797f4ed750b972d4b0e8238a348567",
         "kind": "entity",
         "path": "kag/indexes/repo_entity_index.json",
-        "records": 12727,
+        "records": 13064,
         "schema_version": "aoa-repo-local-kag-repository-index-v2"
       },
       {
-        "content_digest": "e71a068937738d60debaac55bdcfb0f6cc54d15e116762e9340f816228366683",
+        "content_digest": "9c96728093b7249c744f5b2d0d158616fef55a4bfa1f6d6831e28bc855a86314",
         "kind": "event",
         "path": "kag/indexes/repo_event_index.json",
-        "records": 1119,
+        "records": 1121,
         "schema_version": "aoa-repo-local-kag-repository-index-v2"
       },
       {
-        "content_digest": "70b3a151e146a6ba611b127461c6b2023fcfb62a2b45c71f1efb83c35bb3cc67",
+        "content_digest": "634b24b535f631a45b6d6ff5382b09cab0120f4817da656177179b86f1918793",
         "kind": "assertion",
         "path": "kag/indexes/repo_assertion_index.json",
-        "records": 4215,
+        "records": 4246,
         "schema_version": "aoa-repo-local-kag-repository-index-v2"
       },
       {
-        "content_digest": "5f981acbd0604165ee5cd61b229abdbba8a2d8082e9c5d0f68dc389257a2d563",
+        "content_digest": "c7c1cd1a85c6e05d2969092d8abc5451074fb4962ced6276685faeee4dada372",
         "kind": "relation",
         "path": "kag/indexes/repo_relation_index.json",
-        "records": 24963,
+        "records": 25608,
         "schema_version": "aoa-repo-local-kag-repository-index-v2"
       }
     ],
@@ -62,10 +62,10 @@
   },
   "family_identity": {
     "artifact_kind": "repo_local_kag_portable_family",
-    "content_digest": "6b1b1c8c23a3a897548fcb20507a40d2600f0e70ef0a1459f87bee4d5ce2bd85",
+    "content_digest": "3fb4759d0c7be93267c0fb7c44fbdad1c7a7343498f6302b89a0df407e97baad",
     "local_id": "family:repo-local:portable-record-corpus",
     "schema_ref": "aoa-kag:schemas/repo-local-kag-family-manifest.schema.json",
-    "source_snapshot": "sha256:5397ffb875c5e19dbd9de572feaa14f7d48cd034970c1f10748b3bb11e016d88"
+    "source_snapshot": "sha256:89f3376e645a29bbf67f92e66f388f976987ee2491ec26f922f9ab61b2104276"
   },
   "normalization": {
     "anchor_defaults": {
@@ -986,32 +986,32 @@
   "schema_version": "aoa-repo-local-kag-family-manifest-v3",
   "shards": [
     {
-      "bytes": 140212,
-      "digest": "sha256:e2e42a559badf05b28edc81d993859c268c90d65ccbe115793d78e655d39b0b7",
+      "bytes": 145572,
+      "digest": "sha256:59a94089ec6efd943f8fc29e5e171c0fd19e9c10802179fdbf09f72e25b8e2bf",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/00.jsonl",
       "range": "00",
-      "records": 101
+      "records": 103
     },
     {
-      "bytes": 142411,
-      "digest": "sha256:43e553dee55b908d2f7ff9998c79063d28519d3982d08861a8880836a61e3c09",
+      "bytes": 143007,
+      "digest": "sha256:6b23d4d4a070cbc2d3cfa6cf1c0ca0c6620a30b0344a75b6cfc669a4df2572c8",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/01.jsonl",
       "range": "01",
-      "records": 115
+      "records": 116
     },
     {
-      "bytes": 130933,
-      "digest": "sha256:a03b8da65088fce58a6c33754477952eb1ea086e33306d26b2ffe86db4b73cd0",
+      "bytes": 137066,
+      "digest": "sha256:c37848413f8f1e8b18071cd05a398cf6a6dccf7dffa223a09f3a164e144afb64",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/02.jsonl",
       "range": "02",
-      "records": 107
+      "records": 109
     },
     {
-      "bytes": 107393,
-      "digest": "sha256:3c47a6c4b9193c334ee46b9c07536dcfecd6a3c58ba4ca4beb3ca9a5324b8dcf",
+      "bytes": 107395,
+      "digest": "sha256:b42d3b9730be2cd5650175ed08b7af8afe2b497ade54fa5ac9022195f4a1dbaf",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/03.jsonl",
       "range": "03",
@@ -1026,28 +1026,28 @@
       "records": 109
     },
     {
-      "bytes": 151930,
-      "digest": "sha256:48f199bacf755617863fc46ae3ceb3c3693fa15874e38537d65805480edd2e87",
+      "bytes": 172673,
+      "digest": "sha256:74b8489161e83b0741eb400835d456224ff77969245ffe9e3d384a0bb4c122b3",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/05.jsonl",
       "range": "05",
-      "records": 106
+      "records": 108
     },
     {
-      "bytes": 114308,
-      "digest": "sha256:b4e97a9877a56e3619e2a5e9bfb1e21b77f1acc0cb00b846a1750abe9dc25d5a",
+      "bytes": 117721,
+      "digest": "sha256:550d3cff1a743137db56b2e1bd0121c4a03e8adf6de80926d4ac76b51d09afd8",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/06.jsonl",
       "range": "06",
-      "records": 94
+      "records": 96
     },
     {
-      "bytes": 106619,
-      "digest": "sha256:c2efb08d1e6e5d8d6b3971759a352cb1f30555eaabb58954f40bded19f32e3a4",
+      "bytes": 112130,
+      "digest": "sha256:73c5f083cf54e806a1a6a1ca6596e619de08e7cdea8faf28e4925b2cee4448e8",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/07.jsonl",
       "range": "07",
-      "records": 100
+      "records": 103
     },
     {
       "bytes": 128529,
@@ -1058,36 +1058,36 @@
       "records": 125
     },
     {
-      "bytes": 123113,
-      "digest": "sha256:fd4607bafce61841e28ad4090b916d603618a232cc2bd2219794ebe9dd735c80",
+      "bytes": 126460,
+      "digest": "sha256:26b6c9fc92a2056af42c3c8a54870b055fed550772c3009c1591511068802500",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/09.jsonl",
       "range": "09",
-      "records": 97
+      "records": 99
     },
     {
-      "bytes": 107003,
-      "digest": "sha256:43de315371ccbae5e6cad3758bc525153f35cb8fe1b7fafdac9e68cc14b518a0",
+      "bytes": 109233,
+      "digest": "sha256:c0a3695fdd1a3637d80407fd5c53ef711f4e08390b859b37b2571002a16e32ad",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/0a.jsonl",
       "range": "0a",
-      "records": 84
+      "records": 86
     },
     {
-      "bytes": 154794,
-      "digest": "sha256:61db42f512a907079521d0230f32fc8dbfb94a5f2d3afaaf41e336b853018b9f",
+      "bytes": 155635,
+      "digest": "sha256:025d01b3ae5fe789afddcbd2bb374ead09eb85a864005b0d4ad86a3894c1d4e5",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/0b.jsonl",
       "range": "0b",
-      "records": 105
+      "records": 106
     },
     {
-      "bytes": 154202,
-      "digest": "sha256:60ab6a9a5f104451ef1a1d6d957e11cdb23732c6e1318ef620ce937fa7271a44",
+      "bytes": 161501,
+      "digest": "sha256:c8e64adffb17e1c2de7441f04b02fb2881bbe5b2b39bb845068970751c5e1dfb",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/0c.jsonl",
       "range": "0c",
-      "records": 112
+      "records": 116
     },
     {
       "bytes": 185729,
@@ -1098,36 +1098,36 @@
       "records": 102
     },
     {
-      "bytes": 139936,
-      "digest": "sha256:3b9aa590bee499ecda84e70da3f5059d4969553ef085bf5b6e4fa01f37619aeb",
+      "bytes": 156029,
+      "digest": "sha256:86c798f87f7f6faaa9fc279e2228533601ffda1e5471ec88fd0ba999f3b23dc6",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/0e.jsonl",
       "range": "0e",
-      "records": 119
+      "records": 123
     },
     {
-      "bytes": 105717,
-      "digest": "sha256:c3346436b004ca794d8af7823b134a71eaeb61d1337f2c1974586f79eb79deae",
+      "bytes": 109649,
+      "digest": "sha256:fe40d65c601e29d077d6ae8d14f6bcaae928f811b167a66f12f96ef2f4593cc6",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/0f.jsonl",
       "range": "0f",
-      "records": 97
+      "records": 98
     },
     {
-      "bytes": 122852,
-      "digest": "sha256:835c451280ac3c0c5ef9f9c1ea4f96c354385feb18d753bf47b8d0d372668f93",
+      "bytes": 128326,
+      "digest": "sha256:52b353f871b99cb919540707c578cd716803470afb583e0531d5ca7159e01bd8",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/10.jsonl",
       "range": "10",
-      "records": 86
+      "records": 90
     },
     {
-      "bytes": 100650,
-      "digest": "sha256:93b9366323d1efc63577c5cff4fdda4faafdf997546f930abcb76290049280ad",
+      "bytes": 101983,
+      "digest": "sha256:a0355cc74594fa6cd354c053d05abbb36da6c92eddd3db12a7472953d6c4ec8a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/11.jsonl",
       "range": "11",
-      "records": 98
+      "records": 100
     },
     {
       "bytes": 114158,
@@ -1138,36 +1138,36 @@
       "records": 101
     },
     {
-      "bytes": 107621,
-      "digest": "sha256:506e7d38c592b1b0de1d85cfc8c6eab63b81ff6ec88eb259fb6a5ba476e45f2b",
+      "bytes": 112219,
+      "digest": "sha256:4adf47e4e8bff712b4307033d9d174fb2b7dea600122eb9294f6d8c21c7f7ab7",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/14.jsonl",
       "range": "14",
-      "records": 100
+      "records": 102
     },
     {
-      "bytes": 87333,
-      "digest": "sha256:7e55a67ab789df8a7634e274f4e0e661c9f4572eac8fda2a6eeca20fa9af5864",
+      "bytes": 88465,
+      "digest": "sha256:8ab75ac4a7a05bbd44359b7c3c9b4040a0a16236477ef3bab5985ba8d3ecaab3",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/15.jsonl",
       "range": "15",
-      "records": 94
+      "records": 96
     },
     {
-      "bytes": 132335,
-      "digest": "sha256:9a9df003123c1954a8e9e5e1fb5d1420bdab632e151b853c6f6dd79e4393b49a",
+      "bytes": 132859,
+      "digest": "sha256:dff1665d41ec63a71986351b51463e147592f9b4602bed1a475803b35937cd1b",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/16.jsonl",
       "range": "16",
-      "records": 105
+      "records": 106
     },
     {
-      "bytes": 111264,
-      "digest": "sha256:9302a6c57d9daa105eab3bc0548a51024adeecc8c91d87582bf736d1ff0a8d13",
+      "bytes": 115507,
+      "digest": "sha256:e9fcbccec994a34e3779cd28d9faec38c4e4de7eb55cf4477ae634677aef5c09",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/17.jsonl",
       "range": "17",
-      "records": 101
+      "records": 103
     },
     {
       "bytes": 93470,
@@ -1178,36 +1178,36 @@
       "records": 98
     },
     {
-      "bytes": 117103,
-      "digest": "sha256:9c37832f919a906840153c3f83b3c73015ba434a7643d5f9a02c58d4b0ecb98f",
+      "bytes": 127168,
+      "digest": "sha256:378f3e824ef778a742f40ffd9303fa3ded5d78f493658fff41e9bc62625b530d",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/1a.jsonl",
       "range": "1a",
-      "records": 94
+      "records": 98
     },
     {
-      "bytes": 80186,
-      "digest": "sha256:47ea15d95f2f10a23ccf16d750f5b59457c2cc3729acdd29776193cd41ae5409",
+      "bytes": 80848,
+      "digest": "sha256:901f8abd099be805547635b80aed6087ed90c4cb38aef7cc09223d4c8c05db12",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/1b.jsonl",
       "range": "1b",
-      "records": 91
+      "records": 92
     },
     {
-      "bytes": 96177,
-      "digest": "sha256:5d8c038271fb01e0a6efbcac1c1644e35c8af6b44015fb173aea3f65c3fea459",
+      "bytes": 97486,
+      "digest": "sha256:a2c94fc6bbed43ad455adedb00b3eb4dc013b3f0993cd24dfadfdfd0e11b11ae",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/1c.jsonl",
       "range": "1c",
-      "records": 94
+      "records": 96
     },
     {
-      "bytes": 127981,
-      "digest": "sha256:b0d400e517e368a31bde5adaae3e0fa3c2b50d2e79e634b8f330a144040b2c09",
+      "bytes": 133700,
+      "digest": "sha256:2ebe1bf9be093b35387a4229ae4ff969edb391f5ec595297aac3711b562a3e60",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/1d.jsonl",
       "range": "1d",
-      "records": 101
+      "records": 103
     },
     {
       "bytes": 111542,
@@ -1218,76 +1218,76 @@
       "records": 79
     },
     {
-      "bytes": 92515,
-      "digest": "sha256:c79595523decc282730f7310a7e54ce33bd4c01bef9a523fdee2c2f16a40b9da",
+      "bytes": 97705,
+      "digest": "sha256:3fe0a3b7bee34087b196bfb99296d9618e3f5c7d0efe0d371079c8317b059362",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/1f.jsonl",
       "range": "1f",
-      "records": 92
+      "records": 96
     },
     {
-      "bytes": 118695,
-      "digest": "sha256:592cc43080e7252841e7dbba6dd6e4db8539c41a01ac4686d354f7b218a869cb",
+      "bytes": 127518,
+      "digest": "sha256:a250b674ae28ccf20e0885dc40656a9b9e2f52e645fcfc310845708be24a82f6",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/20.jsonl",
       "range": "20",
-      "records": 102
+      "records": 103
     },
     {
-      "bytes": 110146,
-      "digest": "sha256:e560632fec1b024a1b5eaa8495c6dc83c6cc27e4920c343ca01706a5c018f070",
+      "bytes": 111356,
+      "digest": "sha256:04198c31f838c86f7765d8c96c5e7ed78e92ca31d071b2cb2587861210c001b5",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/21.jsonl",
       "range": "21",
-      "records": 101
+      "records": 102
     },
     {
-      "bytes": 145100,
-      "digest": "sha256:eaa4d4ffa2f0e838912daa3f2ce6448bf25528538c7c5bbc5e5bc9d7028bb3b4",
+      "bytes": 146871,
+      "digest": "sha256:089a51f4f701a2e838d10c3019dc1d31a37cea1c79aab9c25cd40d0ae4d14d6a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/22.jsonl",
       "range": "22",
-      "records": 101
+      "records": 102
     },
     {
-      "bytes": 88098,
-      "digest": "sha256:f653f24dcd159d8431f0f301137fcacb9b93edf4db6444c0e5a9ea2cece0dc2b",
+      "bytes": 89776,
+      "digest": "sha256:3ec95e911bec1ce804a6311f1e862b7aadd2a9bd89cdc04f6075605779ceb0c7",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/23.jsonl",
       "range": "23",
-      "records": 84
+      "records": 85
     },
     {
-      "bytes": 118867,
-      "digest": "sha256:1f1f2e404c70fc0b8dfc6c4f8a5b7c9c37c4e4485de79b12e88f7bd191e4a37d",
+      "bytes": 123432,
+      "digest": "sha256:755dc7292d4daec054d284cd9833babf925000e77948359be05160560f48dcce",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/24.jsonl",
       "range": "24",
-      "records": 111
+      "records": 114
     },
     {
-      "bytes": 147783,
-      "digest": "sha256:df24a26fc0ef3acafe99fded2d58f603794770ba7f7560c65f96e754b9aa7694",
+      "bytes": 150166,
+      "digest": "sha256:df44e425c1cb52722a7c6d0ecccc16b54a164d8ca6db8b0d8bc8cd8390160023",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/26.jsonl",
       "range": "26",
-      "records": 97
+      "records": 99
     },
     {
-      "bytes": 109265,
-      "digest": "sha256:64ffaa5122b4c7e38fa215aa0c35dfa31d0c6a87861f90b4f6cc03a67e9718b9",
+      "bytes": 111360,
+      "digest": "sha256:f6d75efe608772863aa63935d64e6b8a64d40e9b8f49960ada54a064fa0438ba",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/27.jsonl",
       "range": "27",
-      "records": 102
+      "records": 103
     },
     {
-      "bytes": 128613,
-      "digest": "sha256:13603243f9962055800d41e18965a46ce7afb6ab5afc4e71d4b331a74006cf41",
+      "bytes": 131446,
+      "digest": "sha256:06a5b9db575c7f1a141955a4dc1574659474969d9b46a8cdef5a0b672412ab30",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/28.jsonl",
       "range": "28",
-      "records": 93
+      "records": 94
     },
     {
       "bytes": 123854,
@@ -1298,12 +1298,12 @@
       "records": 102
     },
     {
-      "bytes": 89059,
-      "digest": "sha256:7e10f0869d58d0b60ac9dc7f9ead52fb4fb9449ff4599fdbea1bc9324a5d5a25",
+      "bytes": 99159,
+      "digest": "sha256:22324d8523777161df2e3bfc22c7e723518f4c9e4531ac83d163d3560abb0027",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/2a.jsonl",
       "range": "2a",
-      "records": 95
+      "records": 98
     },
     {
       "bytes": 125586,
@@ -1322,12 +1322,12 @@
       "records": 105
     },
     {
-      "bytes": 108364,
-      "digest": "sha256:16f838fce34f4208fa394eb30b450a31d158ed9bab594c28bdec2f98a209e363",
+      "bytes": 112415,
+      "digest": "sha256:4aad9516a0e91a2749f5c5b7d9be391c8d457fdff19ce172699260de6a9febb1",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/2d.jsonl",
       "range": "2d",
-      "records": 93
+      "records": 96
     },
     {
       "bytes": 93485,
@@ -1338,36 +1338,36 @@
       "records": 91
     },
     {
-      "bytes": 110504,
-      "digest": "sha256:d61df4ac1bc7df190dfc57e0214015f56f6e99610c279add33db490d09d5053c",
+      "bytes": 111055,
+      "digest": "sha256:ecab670f562d6ba83ca589a1bd210a22062de5479e86048c2917f0fe42792fe0",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/2f.jsonl",
       "range": "2f",
-      "records": 95
+      "records": 96
     },
     {
-      "bytes": 123004,
-      "digest": "sha256:7f990b9af65ed387c245c1c0a0472a1e2b2e12f50eecdd8b9596ca884c58daed",
+      "bytes": 129106,
+      "digest": "sha256:67a8a778099187210abcd77d2f24978cebe08feef21ec3ee96af274007d98ded",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/30.jsonl",
       "range": "30",
-      "records": 103
+      "records": 107
     },
     {
-      "bytes": 122579,
-      "digest": "sha256:71bc5139ce11f3b847b7df811b606964e2d20d1ba905fb4bab079e4f66a3c667",
+      "bytes": 126914,
+      "digest": "sha256:a8616026a678ef6579ea9faa954afe0a849df446124e20c972876b921a200bec",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/31.jsonl",
       "range": "31",
-      "records": 90
+      "records": 93
     },
     {
-      "bytes": 152688,
-      "digest": "sha256:7cbf21d6008f5a18b78eef4381ef792b92ffb3240427e5f962e48102a2f895e9",
+      "bytes": 161181,
+      "digest": "sha256:166d4e1afd1a77c4aad7247914cb17a605563da987d524963aa79e5c19e5e60a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/32.jsonl",
       "range": "32",
-      "records": 95
+      "records": 97
     },
     {
       "bytes": 127433,
@@ -1378,52 +1378,52 @@
       "records": 112
     },
     {
-      "bytes": 97672,
-      "digest": "sha256:a02b506dacf308edbd7af3cfaf1ad8ccce27ebf6e8b17bfa04ce5f6e32c66f04",
+      "bytes": 99964,
+      "digest": "sha256:4b0ef50215cf3f6790ba97b7b32af641bc5dd0ae3e45324c440387c1597e0e0b",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/34.jsonl",
       "range": "34",
-      "records": 92
+      "records": 94
     },
     {
-      "bytes": 138066,
-      "digest": "sha256:346320ce5234af62148aaa280e7f1285dcd528e7bedeb4b8ac8831e062df9609",
+      "bytes": 145484,
+      "digest": "sha256:4c7d31b87c88d9b03eb8401b0e27b27137d9e1da7fb98e8398d2c456ffc61108",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/35.jsonl",
       "range": "35",
-      "records": 110
+      "records": 113
     },
     {
-      "bytes": 117654,
-      "digest": "sha256:fc56cebf0b779db98f4a44afdfc412b0aa7f58e980663cc4d3958516eb757531",
+      "bytes": 118187,
+      "digest": "sha256:fff74f0004d232118455f5fd876a091d65220bc0e6b2b0685d67672d0f7b4e82",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/36.jsonl",
       "range": "36",
-      "records": 98
+      "records": 99
     },
     {
-      "bytes": 106870,
-      "digest": "sha256:1b01976f8e94b0f3648b1ac1746c0cdf2bdefe623a033ddbdb927b08ed15a57e",
+      "bytes": 107730,
+      "digest": "sha256:73f70a0c09080c269435e3075d17620068573c63733c0edd877f9debaff6dcef",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/37.jsonl",
       "range": "37",
-      "records": 98
+      "records": 99
     },
     {
-      "bytes": 112488,
-      "digest": "sha256:070eb226029fe178d6c4646c943413cc8ed3416cfd726393861d52df15c0393d",
+      "bytes": 115208,
+      "digest": "sha256:9fbe2361542e9cce0c47c2ddb96bdb025c91d961f7dde0d0d787fab4cf824899",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/38.jsonl",
       "range": "38",
-      "records": 96
+      "records": 97
     },
     {
-      "bytes": 110870,
-      "digest": "sha256:02f198b5c4eeaf7d7d392d46d97b437979eca6cc34090e78d2af6d981c5aebed",
+      "bytes": 113864,
+      "digest": "sha256:63fb3ce8031b60287546ab600e9df5c436479dec3f15016eeb774aa645f878cb",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/39.jsonl",
       "range": "39",
-      "records": 100
+      "records": 102
     },
     {
       "bytes": 138726,
@@ -1434,36 +1434,36 @@
       "records": 101
     },
     {
-      "bytes": 135793,
-      "digest": "sha256:b3425a9f9059518924db3815fb66a3c03ad82cae2aa3bebf6ca9145c840733ed",
+      "bytes": 141126,
+      "digest": "sha256:56b8248ff2a0d29fce5d080c4d3fca4cf038326317618df38691b27a01c613f3",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/3b.jsonl",
       "range": "3b",
-      "records": 106
+      "records": 107
     },
     {
-      "bytes": 135401,
-      "digest": "sha256:c31602c246ce3a1fbcf71f7a75c0632975ee543af5a3536c7534dc448dd46d58",
+      "bytes": 137151,
+      "digest": "sha256:20439aee00fa9b5411e0761d02d1d72b57eaabdf8369abd538d5e1bffeb3f485",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/3c.jsonl",
       "range": "3c",
-      "records": 92
+      "records": 93
     },
     {
-      "bytes": 86786,
-      "digest": "sha256:f536700a835d9542956db05576cd49cfe6da98168184b44fbbaffc51b2c30a76",
+      "bytes": 89612,
+      "digest": "sha256:8c7ed2d014f748cd4ea36b541a5fa8ddead41f1d2180a6e3726c9650bc579737",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/3d.jsonl",
       "range": "3d",
-      "records": 86
+      "records": 88
     },
     {
-      "bytes": 121279,
-      "digest": "sha256:21f14d0321175e7c7be413ecd5592fa8e11b9b2c44df5d22c4927d5ef604efa9",
+      "bytes": 124358,
+      "digest": "sha256:0ca3f34b90c67fd6bbc024a655f16bc14cc022c926fee5e45299b9462054c479",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/3e.jsonl",
       "range": "3e",
-      "records": 100
+      "records": 101
     },
     {
       "bytes": 112786,
@@ -1474,60 +1474,60 @@
       "records": 92
     },
     {
-      "bytes": 138155,
-      "digest": "sha256:0456da4935918a3f0ba51560c52e0e7e02d62ea26192271abdc13f9b1f921d09",
+      "bytes": 138688,
+      "digest": "sha256:b7393ed8971985eaa544abe9da53dafa2dc617ea0e24601c9feeb6f4569b98b9",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/40.jsonl",
       "range": "40",
-      "records": 103
+      "records": 104
     },
     {
-      "bytes": 124613,
-      "digest": "sha256:cc6cebb5938a08264c4d9a9d1b51de4f621202a2fda5f6d1ba6ccedd8fb631ed",
+      "bytes": 127044,
+      "digest": "sha256:dd3a10c03d9215e5776e67ce4aae41ede505e5e186eb65617fb4663beb64036e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/41.jsonl",
       "range": "41",
-      "records": 106
+      "records": 108
     },
     {
-      "bytes": 103802,
-      "digest": "sha256:474ed86c29985a13c7306e5095340a53b8d5ee91db39ea8b1ca06fc460390f89",
+      "bytes": 104555,
+      "digest": "sha256:a035e95ec6d2ca0b235c686c6848476f2794a1cbdf93b00eac222f3f65dae976",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/42.jsonl",
       "range": "42",
-      "records": 85
+      "records": 86
     },
     {
-      "bytes": 113182,
-      "digest": "sha256:18b7cb9aa1c538e660cf8f1c3f1cc1871ed739f501d0026a8fdbdbcda42f7984",
+      "bytes": 123925,
+      "digest": "sha256:f545e9ccbece7083b62e00e7d6ae1770e397d118748aab320db1356e9c5dcb29",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/43.jsonl",
       "range": "43",
-      "records": 92
+      "records": 94
     },
     {
-      "bytes": 141994,
-      "digest": "sha256:8d180d8c729725e36a2fdb07d862522771f0af32119347cc4946754d61501340",
+      "bytes": 159696,
+      "digest": "sha256:5e460fde53f5b80eb9d41111ddd3f971e8757e548ad994223fd91ad5b8801687",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/44.jsonl",
       "range": "44",
-      "records": 121
+      "records": 124
     },
     {
-      "bytes": 109445,
-      "digest": "sha256:22d62e4abbb358afce933d4d4b9651faf3e72147305f74e0cf6db2cbdee5e4f0",
+      "bytes": 119469,
+      "digest": "sha256:8dd6a7e73eb3702cfa0baa11c08e8eb1d1b2a6dc839992325f93a1c4dfafb84a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/45.jsonl",
       "range": "45",
-      "records": 87
+      "records": 92
     },
     {
-      "bytes": 165097,
-      "digest": "sha256:1980419549e3ca05a4d3e5e46acdbe2bb7ad41d8f70c1b5ad51cfe49340c9fee",
+      "bytes": 165642,
+      "digest": "sha256:66bce9d3e24978a6829c0acf7235e8eb9f999cf1716769fa7384362900befb6c",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/46.jsonl",
       "range": "46",
-      "records": 112
+      "records": 113
     },
     {
       "bytes": 90588,
@@ -1538,44 +1538,44 @@
       "records": 91
     },
     {
-      "bytes": 111712,
-      "digest": "sha256:70e75c074b5a504b874e5f33586eba9ced9586a27683d086e206b8349580d2a7",
+      "bytes": 112242,
+      "digest": "sha256:4ae80b64dc9ed69dd3ff010cf867f754b7ea0c79f87710f2e4d2e1f13fcae014",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/48.jsonl",
       "range": "48",
-      "records": 99
+      "records": 100
     },
     {
-      "bytes": 126543,
-      "digest": "sha256:fb94a70479d9190bf19dd7dfbd5e1dafa348028123c3c7ab04d0115047d276a4",
+      "bytes": 132000,
+      "digest": "sha256:ae253a92e4710c72f62a18540ad1b835dbf7e96ccda3ebd92c0731994864de60",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/49.jsonl",
       "range": "49",
-      "records": 109
+      "records": 112
     },
     {
-      "bytes": 131851,
-      "digest": "sha256:0399e4d2d8853c90ed26cc8cee707de9807268e0d209b23fa2b35c6f2c9395e6",
+      "bytes": 132387,
+      "digest": "sha256:288a3f5f0ddb33136f8d3474bfa46306ea6eb6f94063286d94bb6c5fd81bdee8",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/4a.jsonl",
       "range": "4a",
-      "records": 84
+      "records": 85
     },
     {
-      "bytes": 111841,
-      "digest": "sha256:0e46be6ed0eebfbdd262453929a21552ddff8813f414b2f30dc6e74364938cb3",
+      "bytes": 114683,
+      "digest": "sha256:2713384dc96f15958b9740fc58e48fde5b522185d53e0084cc8c7c725da2a4e8",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/4b.jsonl",
       "range": "4b",
-      "records": 110
+      "records": 111
     },
     {
-      "bytes": 98007,
-      "digest": "sha256:35350aa394a7019a376a5d0d3837af2759cadeb33dfd4904e8bc5204dd843688",
+      "bytes": 100355,
+      "digest": "sha256:49f55d755b6287e782fbd3b6fd7f06ed5e5a1090a2404dd4f00f81546bfde1c9",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/4c.jsonl",
       "range": "4c",
-      "records": 86
+      "records": 87
     },
     {
       "bytes": 118653,
@@ -1586,68 +1586,68 @@
       "records": 102
     },
     {
-      "bytes": 113744,
-      "digest": "sha256:d2e37a042643a2eb5fe245f765ffc71083366f6a8391c8926aeb7064914e9e75",
+      "bytes": 124196,
+      "digest": "sha256:02b7b57642b666e4507febc9da2d7cd391a08d9275496dcfa5a1bfe912bb888c",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/4e.jsonl",
       "range": "4e",
-      "records": 106
+      "records": 108
     },
     {
-      "bytes": 105838,
-      "digest": "sha256:9f0855906fda8cacf9fbe4e2d5bd380254f9571d00c28405d27ddc249e6e8302",
+      "bytes": 108844,
+      "digest": "sha256:9bba4758e544b9195ffe6b4d457217bee577789a820d4f74116e58fd13268d13",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/4f.jsonl",
       "range": "4f",
-      "records": 91
+      "records": 92
     },
     {
-      "bytes": 106021,
-      "digest": "sha256:4eab0214e04b1c9b0cfbcb5123a2b6e137d7dc4fc6ecb50ceb767506d23f8bd3",
+      "bytes": 115891,
+      "digest": "sha256:6ae79d6d2ac9fa4bae16848926afb84a994760a914d7a483cadd55029ed7f43c",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/50.jsonl",
       "range": "50",
-      "records": 101
+      "records": 104
     },
     {
-      "bytes": 113780,
-      "digest": "sha256:1ac7e5e5cddaddba71c11111fc09b2840108f6e95edba21384f89484782b00e6",
+      "bytes": 126213,
+      "digest": "sha256:97d86a357176b67238d7d71ecc819311cd7d7fb1fbf179c3f837bd53805d629b",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/51.jsonl",
       "range": "51",
-      "records": 102
+      "records": 106
     },
     {
-      "bytes": 107127,
-      "digest": "sha256:638177a6b4669378c751713c62c9760c3e9cb4d9ca1161409f2c6ce700d295d5",
+      "bytes": 110112,
+      "digest": "sha256:bf6eb084182d9518711acc6a9028bd74c54fef9a832196a2131bceebcd837aac",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/52.jsonl",
       "range": "52",
-      "records": 94
+      "records": 96
     },
     {
-      "bytes": 132721,
-      "digest": "sha256:a213a6db426898d2cfc024d10ef2a3c7fcb765b45a963adb0f590bfa6fba895d",
+      "bytes": 135240,
+      "digest": "sha256:8ba24249c1337d09f0108742794515305d9751c217dd71889866f26732fb6c5e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/53.jsonl",
       "range": "53",
-      "records": 97
+      "records": 98
     },
     {
-      "bytes": 147925,
-      "digest": "sha256:c6f59caec0479d733aacb0b6c5e7cebff2af6cc0ac5f56c550b012830de2fa14",
+      "bytes": 152365,
+      "digest": "sha256:0a2cdbdf9a3962871b464ab39455d4a64f9ca06c78a2e00602ec2dbaecc6faad",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/54.jsonl",
       "range": "54",
-      "records": 104
+      "records": 107
     },
     {
-      "bytes": 186424,
-      "digest": "sha256:8f6d29f31f58c1ccdea06b92ce2c3f42d86c2b4b0d1eff0cfefd1ec195f1b95e",
+      "bytes": 186975,
+      "digest": "sha256:86f46f032252c0496a22da3e32c98d7dd07ced385a0c8eaf64b6ce4c3cc56c16",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/55.jsonl",
       "range": "55",
-      "records": 124
+      "records": 125
     },
     {
       "bytes": 158059,
@@ -1658,68 +1658,68 @@
       "records": 104
     },
     {
-      "bytes": 82430,
-      "digest": "sha256:5319599c37418582c94f39c5cae5d591f1b8b7dddf33d71b0aea476dc8bcfd84",
+      "bytes": 83790,
+      "digest": "sha256:15ebe68a0e9fdc5159a3d2bbaf6f7ad9da67d3bc6234debeeb200137bb41db5f",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/57.jsonl",
       "range": "57",
-      "records": 82
+      "records": 84
     },
     {
-      "bytes": 102874,
-      "digest": "sha256:ff0a1265d1577c0f3a0d48ad884cd1afd031006ac358fa479bcce231f2ffe47a",
+      "bytes": 106422,
+      "digest": "sha256:76d642e07d7560be4bc30d07283a7e225a9be0707e767e0aab10a2ca40283d67",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/58.jsonl",
       "range": "58",
-      "records": 83
+      "records": 85
     },
     {
-      "bytes": 109478,
-      "digest": "sha256:b23b47426a0e31e525ff14bea5fbe03af379da52e400ec1dfd3c9279e716b2fa",
+      "bytes": 111927,
+      "digest": "sha256:5c41fec243f23878d80f3fe5c0e05d6e3d65d968989ff196f2f78e5c2dd460b6",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/59.jsonl",
       "range": "59",
       "records": 79
     },
     {
-      "bytes": 158233,
-      "digest": "sha256:0b5d47cf42dece2cbd5b3dcbadb07de430d4e0957b82fb30b3178a9fba901d1b",
+      "bytes": 162586,
+      "digest": "sha256:d0c62c808b58104dabcc077a35d3decec09b42cde64e21f10f9ec1235594cd0e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/5a.jsonl",
       "range": "5a",
-      "records": 107
+      "records": 110
     },
     {
-      "bytes": 94341,
-      "digest": "sha256:a086097449feaaae5902f68c0e8aeee026e5eccf4d51d03961eca6ceeafa378e",
+      "bytes": 99205,
+      "digest": "sha256:121212580c3d641c6e0e835809a43970582934f200c4ae5e63eda3da784016dd",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/5b.jsonl",
       "range": "5b",
-      "records": 81
+      "records": 83
     },
     {
-      "bytes": 160969,
-      "digest": "sha256:3f5d47eede170fbb418e76f8fa9720189c8923cb467699b203ca74f2def332a1",
+      "bytes": 166750,
+      "digest": "sha256:3c33613665cf848405e240ae186087d6aedf633ccd126c5ef70ecc2f898cbf77",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/5c.jsonl",
       "range": "5c",
-      "records": 122
+      "records": 124
     },
     {
-      "bytes": 144152,
-      "digest": "sha256:d5fcf87b12c9c94f41bb00a4f2217a8e3a730a23c569ca914d6d6636841eafea",
+      "bytes": 147785,
+      "digest": "sha256:c81dd144fecbeed37fd75d0fa621d85142fdef0d6dddd0afd006d385edb90c78",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/5d.jsonl",
       "range": "5d",
-      "records": 101
+      "records": 103
     },
     {
-      "bytes": 101531,
-      "digest": "sha256:1b9e7b4b803ba9158c8d3c5e5981a04232f671e3335ba2ed13bd9cebbe085295",
+      "bytes": 107902,
+      "digest": "sha256:46f8a473e5f5f5161828678f8d0611ff32386f43dcd38f66964c476ce6406345",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/5e.jsonl",
       "range": "5e",
-      "records": 89
+      "records": 92
     },
     {
       "bytes": 108310,
@@ -1730,28 +1730,28 @@
       "records": 96
     },
     {
-      "bytes": 117766,
-      "digest": "sha256:ee9dc4f75bf1a4f12da6f8f37e69e7fc5ddd5e5abcfe2510acc7efa02f528e0f",
+      "bytes": 119618,
+      "digest": "sha256:85d4103248494cef31cb70b51492b7eda3ab60da571dba012ddbbd23fa9c7ade",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/60.jsonl",
       "range": "60",
-      "records": 100
+      "records": 102
     },
     {
-      "bytes": 105351,
-      "digest": "sha256:caa02fdea35f3068b38c5cc9d35b1f4acb7cc79f81be93f62d75b77e91d5c406",
+      "bytes": 106789,
+      "digest": "sha256:b5a905ccd0791ddf6d3d2a06263f27520c63ef0085037b0469a66ef9257ebbca",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/61.jsonl",
       "range": "61",
-      "records": 92
+      "records": 94
     },
     {
-      "bytes": 109333,
-      "digest": "sha256:206203330e4ccd71ad493fc8cb59c018cdaa500b2d195ca78852c602e30b57ee",
+      "bytes": 123350,
+      "digest": "sha256:af532ab520cb89f10a2790d98f252a9109b08c02a1045e36da68321926e3657f",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/62.jsonl",
       "range": "62",
-      "records": 102
+      "records": 105
     },
     {
       "bytes": 138112,
@@ -1762,44 +1762,44 @@
       "records": 108
     },
     {
-      "bytes": 97699,
-      "digest": "sha256:889eedaac74537c062a5567198edac8bcdf54323eb4aee0ebadad8ceec0a573a",
+      "bytes": 98217,
+      "digest": "sha256:500af971736009781e992b648b2453f432bcb8fd2ac501ce0b27fbded05a0e36",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/64.jsonl",
       "range": "64",
-      "records": 93
+      "records": 94
     },
     {
-      "bytes": 100410,
-      "digest": "sha256:1810ed99158b42511b2d692b80a7170af5261ead5d58bb1fb8dbf6679ab9bb74",
+      "bytes": 100919,
+      "digest": "sha256:043793197313ca44bccced304543eb472cd7fbcecf83a6a1d1b28f049a4be722",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/65.jsonl",
       "range": "65",
-      "records": 99
+      "records": 100
     },
     {
-      "bytes": 99630,
-      "digest": "sha256:981c2fa493d5f5f07767f57492784e4166c5242bcf2671e01c677d1d6c359d86",
+      "bytes": 101260,
+      "digest": "sha256:c526c6ed21ff264cbebbf2beceb5334f51718407fe6b75cd2955d7b69d04671b",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/66.jsonl",
       "range": "66",
-      "records": 102
+      "records": 104
     },
     {
-      "bytes": 111258,
-      "digest": "sha256:cee230bdad669a639ac5ebf78a07a66f08f451ffa0d229479c6dd0f9439cd54d",
+      "bytes": 114325,
+      "digest": "sha256:60bc80396643e7cae9c2e425823d76bd51a4845ed86651ffc949da1e35cbaa97",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/67.jsonl",
       "range": "67",
-      "records": 96
+      "records": 98
     },
     {
-      "bytes": 84414,
-      "digest": "sha256:bd53a81c5ff6ce370e441bc5648e4549f5d12d3b4e05342b9a956196d155a012",
+      "bytes": 85018,
+      "digest": "sha256:22776f6a1b3e1c78af63c8b8b5bfc5de0538668a05e7b425beadbe1f72a9a1a4",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/68.jsonl",
       "range": "68",
-      "records": 86
+      "records": 87
     },
     {
       "bytes": 132833,
@@ -1810,28 +1810,28 @@
       "records": 104
     },
     {
-      "bytes": 140937,
-      "digest": "sha256:f0c50ad03b30c2cdbd420853975032e3d34b53087d7b059d60ac35c13cb96441",
+      "bytes": 142958,
+      "digest": "sha256:9cf93da928f0b71838142dea6e315a6a2492b9a1cca020a2a1fbec07df1fe1df",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/6a.jsonl",
       "range": "6a",
-      "records": 111
+      "records": 113
     },
     {
-      "bytes": 106506,
-      "digest": "sha256:8cdfdf1efbcc3f691bc0efb1eddb59ed09b111b2278aad0e1522af93b37519ed",
+      "bytes": 108372,
+      "digest": "sha256:799eb873e3b0db80e032e0376170b082b6f1fe4ffef65596c9ae07a95ccfbfff",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/6c.jsonl",
       "range": "6c",
-      "records": 96
+      "records": 98
     },
     {
-      "bytes": 134505,
-      "digest": "sha256:61092165eea6ffe3c4ddac927b580619baf2061c054dbd88b1201f8529528818",
+      "bytes": 137929,
+      "digest": "sha256:b0d66fceaef8e3bd52efd398075b7292fea55efd2e3bf6175b1cc14fa9ea0429",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/6d.jsonl",
       "range": "6d",
-      "records": 115
+      "records": 117
     },
     {
       "bytes": 108966,
@@ -1842,52 +1842,52 @@
       "records": 94
     },
     {
-      "bytes": 144802,
-      "digest": "sha256:d86f23d48e38e435d0cf590df35210e580c8306af85ee32e458d4207a86cdf8c",
+      "bytes": 151226,
+      "digest": "sha256:0a99561ae8dee3fa36bb27d973fe18bc80812cfb86f3f84be31952ad62c5a428",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/6f.jsonl",
       "range": "6f",
-      "records": 112
+      "records": 114
     },
     {
-      "bytes": 110240,
-      "digest": "sha256:82486d296fa0157dd840a1fd49a6feab1e0a1820ab8cc60e46e9ff1e7a7f249e",
+      "bytes": 112591,
+      "digest": "sha256:439fa98b30232ca8866fb637ac688db2cfbee3b0182fef910851964bb95eb10d",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/70.jsonl",
       "range": "70",
-      "records": 112
+      "records": 113
     },
     {
-      "bytes": 141071,
-      "digest": "sha256:c51a790fe612f04da78efadcd76c5a626d3123768a0970d4e9e9091a14b086b9",
+      "bytes": 141592,
+      "digest": "sha256:e63f76b330cc8a1fe8676ca8f7a6c52ec788df4a7949ac7526f2906824044b61",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/71.jsonl",
       "range": "71",
-      "records": 95
+      "records": 96
     },
     {
-      "bytes": 101144,
-      "digest": "sha256:20287aa4bf85ff01f673dc5420b1a06c9da896a5a2efa7686cd1a4845acb2e41",
+      "bytes": 102074,
+      "digest": "sha256:111c1f7b10548a69795b3c47921c18e7caecea02ab44143a0862ee84ac1ef4e6",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/72.jsonl",
       "range": "72",
-      "records": 110
+      "records": 111
     },
     {
-      "bytes": 103621,
-      "digest": "sha256:308558c2ba1a57f87de9d1c42e706fa013e76052445ff2fc0d818a9bd396ef76",
+      "bytes": 106822,
+      "digest": "sha256:5f814a874c57d7df87ec65e03ece47cf0bc5c1cac616b350c008af9a64d67a15",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/73.jsonl",
       "range": "73",
-      "records": 101
+      "records": 104
     },
     {
-      "bytes": 99975,
-      "digest": "sha256:28b8bddf47054ee15bfd44739ec01aa32212cee7295b420df3a6e3c91aa4800b",
+      "bytes": 103990,
+      "digest": "sha256:89195ff2a7bbd2fa1dad0b8a8ac81336502addd9032692c36bfb167e9699fed6",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/74.jsonl",
       "range": "74",
-      "records": 88
+      "records": 89
     },
     {
       "bytes": 129528,
@@ -1898,76 +1898,76 @@
       "records": 95
     },
     {
-      "bytes": 120935,
-      "digest": "sha256:985676b9eeb635f39d86781da72a69e12e2e92dff893406ff56d05ce2b768280",
+      "bytes": 128807,
+      "digest": "sha256:7998e3bfa5cba3904b5fb97d909dc9283d8e64a4dd9475a2cc2388d3b7a585be",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/77.jsonl",
       "range": "77",
-      "records": 115
+      "records": 118
     },
     {
-      "bytes": 99654,
-      "digest": "sha256:082f3598216eaa524a76185eef3ca405ab0b62d894c312e81277edb73826eb68",
+      "bytes": 105323,
+      "digest": "sha256:a58a542550972f17fc616bd039ab849a163ca24a5bacb963bd3f7323a0103e3a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/78.jsonl",
       "range": "78",
-      "records": 91
+      "records": 93
     },
     {
-      "bytes": 113587,
-      "digest": "sha256:85af169a72d9e6466a77a83578e60ae7dd4b5c574f5225f1289d6695124eeda6",
+      "bytes": 116761,
+      "digest": "sha256:3942084e13acbb599c6d56033c5ac899d72ecbb66eeb4ea3e489863978bda82a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/79.jsonl",
       "range": "79",
-      "records": 99
+      "records": 100
     },
     {
-      "bytes": 145371,
-      "digest": "sha256:fc99e1681d6691b09cd920e5fd2503868595fe58c81338cac03031f612f72403",
+      "bytes": 147808,
+      "digest": "sha256:e3cbd3f92dc4795f442ee7727d8929ebf30458c125d48dcf85066368dfb0d0eb",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/7a.jsonl",
       "range": "7a",
-      "records": 99
+      "records": 101
     },
     {
-      "bytes": 101102,
-      "digest": "sha256:86a2d115602f6c8158c3fd09a623ce3178e78f2a7740f5ad5c327268d39697ce",
+      "bytes": 103597,
+      "digest": "sha256:02bafb474151776bbecc78c8d78839d2e35cebc5f9f0c6c0088c82f43284a24f",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/7b.jsonl",
       "range": "7b",
-      "records": 96
+      "records": 98
     },
     {
-      "bytes": 127609,
-      "digest": "sha256:7e953fe9c4e2b52c945503b6541875d1c7568e6aa62dc91140053805801e608c",
+      "bytes": 136226,
+      "digest": "sha256:fdef5a5f4c1b48bc3be9a922aa66b890b160169d0dfbd2c13699b30066c842dc",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/7c.jsonl",
       "range": "7c",
-      "records": 95
+      "records": 99
     },
     {
-      "bytes": 129048,
-      "digest": "sha256:0a6e7f7cf122d0db90c21a39185897585d5836ddc0acb3d8380c1b53fa28fcee",
+      "bytes": 140303,
+      "digest": "sha256:7a178718cda15925d8539bb3b4a888e09e156d1de17288dffc3ba70e932c3729",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/7d.jsonl",
       "range": "7d",
-      "records": 104
+      "records": 107
     },
     {
-      "bytes": 124241,
-      "digest": "sha256:0b5b55638443a4533c318bc2f69941f487f957c495d15e7695ac0322498bff8e",
+      "bytes": 125358,
+      "digest": "sha256:979703aee46f6547ec22cbfbc503e0b0dc1b4d299c8af25f5f74b1674bf9ee2a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/7e.jsonl",
       "range": "7e",
-      "records": 98
+      "records": 100
     },
     {
-      "bytes": 150402,
-      "digest": "sha256:49aae37c3dfe6606de21d7c9bdff61c5680319af65231f16fb8908b21a34167a",
+      "bytes": 157845,
+      "digest": "sha256:efe1bfc0558576aa7b9390d495abcd1ef42c79d80b1dac8a48b8e500285b118d",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/7f.jsonl",
       "range": "7f",
-      "records": 118
+      "records": 121
     },
     {
       "bytes": 108079,
@@ -1978,100 +1978,100 @@
       "records": 102
     },
     {
-      "bytes": 133549,
-      "digest": "sha256:eff34b3bb2281e51dbd463d9700a74e0061f9b20cd7a05f21e7c48244b70f713",
+      "bytes": 144043,
+      "digest": "sha256:d389c78ef3899cf415d4f6c79b2259758d0d9fa992f26008d527ee3638b5dd35",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/81.jsonl",
       "range": "81",
-      "records": 93
+      "records": 97
     },
     {
-      "bytes": 112394,
-      "digest": "sha256:60efd327b2145c82f0b2781990a5623c5bf003d5468bdcff8cb9ddf8afae0ecf",
+      "bytes": 122760,
+      "digest": "sha256:50e9ce34f95a9e5a5ea63a41e5dbfca80d1ee7c7377c3f7c8c2319d64294bf8e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/82.jsonl",
       "range": "82",
-      "records": 95
+      "records": 98
     },
     {
-      "bytes": 106497,
-      "digest": "sha256:31f6d389959c8355f1e297d818a21236b8c067c082f5c281e1d50a183a56c430",
+      "bytes": 107070,
+      "digest": "sha256:df0d1ae81bf18fc5406aa1e5fcf5691768822783fe35cc3d90e230e6b74f138b",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/83.jsonl",
       "range": "83",
-      "records": 84
+      "records": 85
     },
     {
-      "bytes": 110604,
-      "digest": "sha256:71b9515e5e24b92f8ce529ebb725877cb44bef46c7d3785dd0afbe5c2236149f",
+      "bytes": 111134,
+      "digest": "sha256:439d717eca7bf7721d7857477c237e44455d3d4da73b2d9bac0d300d54e8ee36",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/84.jsonl",
       "range": "84",
-      "records": 88
+      "records": 89
     },
     {
-      "bytes": 122319,
-      "digest": "sha256:d1c060c0fc0904c2f88c9afd4da7ac2545aa5fdc2799b86a34797a1cc4c58a84",
+      "bytes": 126691,
+      "digest": "sha256:c5ea139ad126364d613dce1dde056e8576492538c829b892c617c3039f314401",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/85.jsonl",
       "range": "85",
-      "records": 96
+      "records": 98
     },
     {
-      "bytes": 154894,
-      "digest": "sha256:97446ff2159f30fccdbb5948eb90449f66dab5fd99cd23c89bb9d60fed6f9b1e",
+      "bytes": 155544,
+      "digest": "sha256:e572baae496b283b72e3ba247228724d746801ecf5ade86aa790f5f9e743e383",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/86.jsonl",
       "range": "86",
-      "records": 106
+      "records": 107
     },
     {
-      "bytes": 105576,
-      "digest": "sha256:5a2f215ef19e7461f2fccf38ce8ab42416751b86665ac1be85ba20345350d5c6",
+      "bytes": 117089,
+      "digest": "sha256:13c5e81c0e482a7f2c53f4190a4d22d6334e5d3ae46216c687d0a7feb9af3e6e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/87.jsonl",
       "range": "87",
-      "records": 86
+      "records": 89
     },
     {
-      "bytes": 153982,
-      "digest": "sha256:2a4a3b3af39fee7822ea1d74e13f5c5191ebd506dc33001fbfb4c12b8c0f995f",
+      "bytes": 155488,
+      "digest": "sha256:05fdeef5c4318fc38bf23230e48a754c8b0d704ab1c150d7eafcf8d20e897ee3",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/88.jsonl",
       "range": "88",
-      "records": 92
+      "records": 94
     },
     {
-      "bytes": 108265,
-      "digest": "sha256:95303455f9cf2e98510b04bd3d1500d78549b9b3208f0c6e3c08782d347a75db",
+      "bytes": 111015,
+      "digest": "sha256:6a89b4c3fffc534058c6ee1850a3a45ea7cc7228b9c486f58a1ef3f6ac0f364e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/89.jsonl",
       "range": "89",
-      "records": 93
+      "records": 94
     },
     {
-      "bytes": 137886,
-      "digest": "sha256:37cf292130b5898278d739eba84eaf83d8b2aaf736488d0e776cf0a425464dae",
+      "bytes": 140183,
+      "digest": "sha256:a8075d0e4ea8bf08e3aa805a1293780297223992219d83db23e3d25cdee7ad92",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/8a.jsonl",
       "range": "8a",
-      "records": 92
+      "records": 94
     },
     {
-      "bytes": 140167,
-      "digest": "sha256:cd61e8c731c2cd9ac034d07ea449c23f91e94f24cf39bcabe358fc671b8223e5",
+      "bytes": 147797,
+      "digest": "sha256:ae2827295630120dc9db6fd02f4800ff17acac9fb89bd4130d7e5a3b6f33e9be",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/8b.jsonl",
       "range": "8b",
-      "records": 112
+      "records": 117
     },
     {
-      "bytes": 145972,
-      "digest": "sha256:a445d78763fa200c9d0521935dfdfee971b4eb2a65657be2ae10576055503fd0",
+      "bytes": 146502,
+      "digest": "sha256:d1e6cc6c9bac0c9008c862646d35a297ccfd6f1db640d2bd92be6fb82bebf72a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/8c.jsonl",
       "range": "8c",
-      "records": 110
+      "records": 111
     },
     {
       "bytes": 93579,
@@ -2082,28 +2082,28 @@
       "records": 88
     },
     {
-      "bytes": 124739,
-      "digest": "sha256:af056d4b8aefde71715535f4cdcc030293d4eb99da3041dbb4e3a2c6d0cb33f6",
+      "bytes": 128114,
+      "digest": "sha256:cc8b07713ff6982872cd406e13e824ae5b8e28fd438c8a9fe2bc02bd1c72e535",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/8e.jsonl",
       "range": "8e",
-      "records": 102
+      "records": 104
     },
     {
-      "bytes": 136712,
-      "digest": "sha256:fe926202665c92cc8429a9d241f418214cacf5e74a6950d6aef284ff8c4ff3ac",
+      "bytes": 139351,
+      "digest": "sha256:923b4fd05117e7e64ed6fa8576b1f09330dd8e7a4bbf40a23cc0e5f36f0a9095",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/8f.jsonl",
       "range": "8f",
-      "records": 106
+      "records": 108
     },
     {
-      "bytes": 119652,
-      "digest": "sha256:406726ea9d2ff89fd6b9093cb0961997f8d282bd778011007c491041d4aa5e68",
+      "bytes": 120221,
+      "digest": "sha256:30d89ca1a5af5c7e7a26f0dfcbc1f536c2c4b04eba3e0fda49ae9ae3f77f0eeb",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/90.jsonl",
       "range": "90",
-      "records": 107
+      "records": 108
     },
     {
       "bytes": 152705,
@@ -2114,52 +2114,52 @@
       "records": 105
     },
     {
-      "bytes": 130905,
-      "digest": "sha256:0701653a34ff3007b633ba994b02e631c45388ef8e3f02b4f827f6927a72de7f",
+      "bytes": 137801,
+      "digest": "sha256:9c4ca112cee14cf3f6768cb01fc92e8686954e2e10cf0d657d51218db5756e66",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/92.jsonl",
       "range": "92",
-      "records": 101
+      "records": 104
     },
     {
       "bytes": 146918,
-      "digest": "sha256:8eb91b3868409d32fbacfbdb8fc30cb10b0b48d4678198ad856f8015cf9b22d5",
+      "digest": "sha256:d04b2e52e331dbab96632e1df015f1084c39b16cb5684580ed0165db3d39b168",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/93.jsonl",
       "range": "93",
       "records": 115
     },
     {
-      "bytes": 137495,
-      "digest": "sha256:e5f0c8aeab49fea144bc40c6775eff95ed63212f73a2ba5b1981670ccea2ee9f",
+      "bytes": 141337,
+      "digest": "sha256:1d7df1e5119712d6f8ec50723754c1725b86203451debb686cc3f9b5cc6ceafd",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/94.jsonl",
       "range": "94",
-      "records": 94
+      "records": 97
     },
     {
-      "bytes": 109473,
-      "digest": "sha256:96df7d976738148a6f6a321cb2a75494e28771c6b6610cc080e7f26af0df57f7",
+      "bytes": 117126,
+      "digest": "sha256:d2c288861e44946f91ff1812bd7fd67cd9a40a8adf9280392ac3090c821ebb00",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/95.jsonl",
       "range": "95",
-      "records": 96
+      "records": 97
     },
     {
-      "bytes": 111869,
-      "digest": "sha256:b33faecbd2139d0cd6733adf6568caeee01c85ed74e356c9ffedb938988cdc43",
+      "bytes": 122541,
+      "digest": "sha256:c731a654c34745bd1c88071d238356005b374a903b30de7cc9414980458bad0d",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/96.jsonl",
       "range": "96",
-      "records": 102
+      "records": 105
     },
     {
-      "bytes": 106368,
-      "digest": "sha256:70c6d574e64fc0942a57df2ef791723745e341de293cdece7d349ae9687ec976",
+      "bytes": 119224,
+      "digest": "sha256:a1870039d0756d16701599ea17c1c9a61da3656128aa9cebdce6f19b7c34a80d",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/97.jsonl",
       "range": "97",
-      "records": 93
+      "records": 96
     },
     {
       "bytes": 117766,
@@ -2171,35 +2171,35 @@
     },
     {
       "bytes": 97118,
-      "digest": "sha256:5d29193b145b00bba396918a3bbdb56812a9f08259c390c481b4d71901d233d4",
+      "digest": "sha256:ff9b7f737088e33bcb175245f2d6f9b9d2f0084b7e452624ae75bd64af763d0e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/99.jsonl",
       "range": "99",
       "records": 99
     },
     {
-      "bytes": 101621,
-      "digest": "sha256:2463b3a832b88258967dc990df5d0060037c88f821ef239376950871410ba533",
+      "bytes": 103218,
+      "digest": "sha256:141f2226b32de2a533a157f5cd6851c975dc089a5a7c99fd9506ae81dd40832a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/9a.jsonl",
       "range": "9a",
-      "records": 89
+      "records": 90
     },
     {
-      "bytes": 116936,
-      "digest": "sha256:18b4daaa3d2686260381c52bce8c802c3bf23a545a10ed09b906fdcedea1aea7",
+      "bytes": 122026,
+      "digest": "sha256:94f9366b8d07c6fbc9eed5172db54077912e4faf5750daf988fb4736342220d8",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/9b.jsonl",
       "range": "9b",
-      "records": 101
+      "records": 104
     },
     {
-      "bytes": 109850,
-      "digest": "sha256:e8c86704b452aa8bc80781805799077ae949620dc2f4c069bae567bd4909f6da",
+      "bytes": 112299,
+      "digest": "sha256:bd6d37d9b119d4fc22aaf99910e4b59c65c70347611db75b6ac5d6a6de100901",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/9c.jsonl",
       "range": "9c",
-      "records": 92
+      "records": 94
     },
     {
       "bytes": 104219,
@@ -2210,36 +2210,36 @@
       "records": 88
     },
     {
-      "bytes": 126042,
-      "digest": "sha256:d68206b1509e07ecacd67f09dbc65186a11a269dd6c2f760df883c22e2e0d9a2",
+      "bytes": 128215,
+      "digest": "sha256:0e549330d745c136caf0f9f9fc2cbbc726a4142779a85bf8882e60f5266a94ac",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/9e.jsonl",
       "range": "9e",
-      "records": 105
+      "records": 108
     },
     {
-      "bytes": 112158,
-      "digest": "sha256:e7c1e8b11961b00005f25f2ccd6b11b13a9471dfab343fe7d1ff8ba21643e383",
+      "bytes": 117844,
+      "digest": "sha256:d28062cd897f08e19c5d524dd5a816bb86f0a650c8a8a3c87e03dc4de21f6a1e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/9f.jsonl",
       "range": "9f",
-      "records": 105
+      "records": 109
     },
     {
-      "bytes": 86092,
-      "digest": "sha256:c1032d242cda1d12496dc0cded58149625eae82e58fcde4074dcb45b264b440e",
+      "bytes": 91448,
+      "digest": "sha256:3eb58ef7be4d13efa17ce0daf1a09fe6546cf65a84160402ed5dcfff32c09c49",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/a0.jsonl",
       "range": "a0",
-      "records": 89
+      "records": 90
     },
     {
-      "bytes": 131703,
-      "digest": "sha256:27c888cf30e39bb5b97d48009a8ebc6e831588e3dd5c1bd0450cf30cc50fe983",
+      "bytes": 135531,
+      "digest": "sha256:7f71e79d3ed586240c0173230040d946ce9b99bb632322e84234666bac9ef3ac",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/a1.jsonl",
       "range": "a1",
-      "records": 99
+      "records": 101
     },
     {
       "bytes": 138243,
@@ -2250,12 +2250,12 @@
       "records": 108
     },
     {
-      "bytes": 108902,
-      "digest": "sha256:895412dfcbe1f88a97a0e92d9f91f085823789279bf9dc3d32888cc24fe9eaa6",
+      "bytes": 109462,
+      "digest": "sha256:b70435137bfde3e471fe1d1a56845ddcf525bfaf62c617d9d4bc53d66a6d9e0a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/a3.jsonl",
       "range": "a3",
-      "records": 93
+      "records": 94
     },
     {
       "bytes": 123534,
@@ -2266,28 +2266,28 @@
       "records": 96
     },
     {
-      "bytes": 142953,
-      "digest": "sha256:e9fcdd4f884acb4f80baa5aa9921569627c183e48cedc7b8bd877947f918a6c0",
+      "bytes": 166571,
+      "digest": "sha256:e1c63a00820dd07efb4ca8fe91299b62985d438c2519b0e73d6ee0f81072748f",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/a5.jsonl",
       "range": "a5",
-      "records": 119
+      "records": 121
     },
     {
-      "bytes": 140857,
-      "digest": "sha256:70dd12a0daf8552fc8f2b8dcdfe8766a6a3e3def48ccec3d44325a5a04f1c349",
+      "bytes": 145778,
+      "digest": "sha256:8965f07956f8115c4d5b8f58ed6a8e75ee000342aab932a02a51b5d96fc7182e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/a6.jsonl",
       "range": "a6",
-      "records": 111
+      "records": 113
     },
     {
-      "bytes": 140119,
-      "digest": "sha256:144ef464612d0e6ec5bf6821b4a41efa7d8f831738caf802fe744475c634f1fa",
+      "bytes": 141509,
+      "digest": "sha256:c9d3576dee3385eaebb8ebfa56d960d32071e8178982d869b6f96204bacc2dd1",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/a7.jsonl",
       "range": "a7",
-      "records": 116
+      "records": 117
     },
     {
       "bytes": 109969,
@@ -2298,84 +2298,84 @@
       "records": 105
     },
     {
-      "bytes": 106420,
-      "digest": "sha256:1835e53a3e08d42be6ee811e941060e259c01f050388fcf017fee90e79ab85cc",
+      "bytes": 116343,
+      "digest": "sha256:74d810e0cc134b72ebb08909cecec93cece39120fb9a07b6e76fb2266d3c0adc",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/a9.jsonl",
       "range": "a9",
-      "records": 98
+      "records": 103
     },
     {
-      "bytes": 92792,
-      "digest": "sha256:f82cc1b2e9c8764b5fe8d4f3824a991d11d663a772d9267aa1720a7f395570c7",
+      "bytes": 97067,
+      "digest": "sha256:33de67481fdeb76be43b63dae5d6248f227e6508cef68ef4a5bf19453371d4a3",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/aa.jsonl",
       "range": "aa",
-      "records": 97
+      "records": 99
     },
     {
-      "bytes": 91446,
-      "digest": "sha256:9f1efce175b5aa019a312893782c25c8c7c981b3a949bdb1c9a52d5d1ab907f2",
+      "bytes": 96071,
+      "digest": "sha256:1f59d528d9765876bf29a4b0ac9222655ffaef1faa58a125cfe5927461d373c2",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ab.jsonl",
       "range": "ab",
-      "records": 77
+      "records": 79
     },
     {
-      "bytes": 95454,
-      "digest": "sha256:143c7d260fecafa43f6f2c226d13522c3c946dbb57ee1a55d0846346a3f7fc8a",
+      "bytes": 97708,
+      "digest": "sha256:0da17fe146807dfa57b20f11597bdc51fdd95098f0042fbbb9d572e88f5de5e9",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ac.jsonl",
       "range": "ac",
-      "records": 93
+      "records": 95
     },
     {
-      "bytes": 143060,
-      "digest": "sha256:e660c7828286d65b3002beaf52c7415bb470a96f48be28810f430fd77ed2ecf1",
+      "bytes": 147567,
+      "digest": "sha256:7ad56b475a2815f3cdca9e9508049e3a7786c89c13ab7e63861debdcf09f1f99",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ad.jsonl",
       "range": "ad",
-      "records": 125
+      "records": 129
     },
     {
-      "bytes": 124131,
-      "digest": "sha256:97397d06dfabd4052f71766585df84126ae4d9f58d65127de005470a7667ebcb",
+      "bytes": 126247,
+      "digest": "sha256:e3951bacd6d4bf01e2ea1a87f319bd21a3fbdf38f2aa048c693593250aa64c72",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ae.jsonl",
       "range": "ae",
-      "records": 115
+      "records": 118
     },
     {
-      "bytes": 124847,
-      "digest": "sha256:6aa66dc11dac95cd85b26e4a2d2ca74a5e0ac4ef3fa17a33b3f4320c42ce35e9",
+      "bytes": 134057,
+      "digest": "sha256:f8c97e668ea127340683111d038a1f8ffb261855f396cf39f031e1ca96148d44",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/af.jsonl",
       "range": "af",
-      "records": 94
+      "records": 98
     },
     {
       "bytes": 139270,
-      "digest": "sha256:ba62e90e5693bf8ee9135a99cb5bd94434ac00d04f8efbad5563883d3caafc2a",
+      "digest": "sha256:a64e90b0661f302733f5abb8add6fbbb5c42786f2d13a71c8bd76761ae63b729",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/b0.jsonl",
       "range": "b0",
       "records": 107
     },
     {
-      "bytes": 86219,
-      "digest": "sha256:0a007955aafdcc0a6255c852147f6f1b1d2109e622f1c36fbfc7977ef83b2093",
+      "bytes": 88693,
+      "digest": "sha256:ab18846be2cba5ab9c935160b52a81859111faba8fc4edada5efe7aa1f7488ca",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/b1.jsonl",
       "range": "b1",
-      "records": 93
+      "records": 95
     },
     {
-      "bytes": 101920,
-      "digest": "sha256:6a8cb0e5aac889d62f291a6a448aa58c98960be3dfe8c6a2b8e37aa8940191d2",
+      "bytes": 104348,
+      "digest": "sha256:82ef996f300b48c15a1fb6ec47f1438dc511d5ec53eff6b54116dd15414a81f4",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/b2.jsonl",
       "range": "b2",
-      "records": 102
+      "records": 104
     },
     {
       "bytes": 98159,
@@ -2386,100 +2386,100 @@
       "records": 91
     },
     {
-      "bytes": 115965,
-      "digest": "sha256:638242996a1a37b4d96cf615c405dc64cdee8c829c8fadb2d98ba3472f7d9448",
+      "bytes": 120543,
+      "digest": "sha256:9f189c953f657c6e78d049883367d66337a54a4554291a8c4228a208eae0469b",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/b4.jsonl",
       "range": "b4",
-      "records": 107
+      "records": 109
     },
     {
-      "bytes": 92471,
-      "digest": "sha256:631e54d92b10568cda2fa2feac9436ba7485a71b3a1287a89b93e547e57881db",
+      "bytes": 105935,
+      "digest": "sha256:0c78f43a091b1b39eaa5c1b319e0262552333e3a54a435a38f62b415884a4419",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/b5.jsonl",
       "range": "b5",
-      "records": 84
+      "records": 86
     },
     {
-      "bytes": 125194,
-      "digest": "sha256:8347b89afed2ed50981269b64185f56cc9f63e0e6f978b3196944ad12c1ac364",
+      "bytes": 127738,
+      "digest": "sha256:4d9ad7e9083eb08f85d4a89522aa8652cc697704695279b97c3ada9c0ff8ff04",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/b6.jsonl",
       "range": "b6",
-      "records": 98
+      "records": 99
     },
     {
-      "bytes": 142759,
-      "digest": "sha256:7636cc6045edf3ec6500df2bbcbd65782967f369d6a26653349bc3e6cc4e9b3c",
+      "bytes": 147609,
+      "digest": "sha256:d0d493a06c48cb7e536b68156ef54123dc0d3d679e85ac4c8fb9edff45948368",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/b7.jsonl",
       "range": "b7",
-      "records": 111
+      "records": 113
     },
     {
-      "bytes": 141957,
-      "digest": "sha256:399088d09c4455eda1dab97bc766ffe9b0553b90f6d730dae6ce4495a01f71ff",
+      "bytes": 143005,
+      "digest": "sha256:a52d9c0c06c04f0c258c049049aef24ef1a98d6b1664e087bb83f0c3d2196580",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/b8.jsonl",
       "range": "b8",
-      "records": 100
+      "records": 101
     },
     {
-      "bytes": 107143,
-      "digest": "sha256:0f2e9130c408280a702862c514999ee78a64d43f5ad77bfc2c170d2c9496fbd4",
+      "bytes": 110531,
+      "digest": "sha256:ba8ad60a8da1fc9ac2899009e4aff5cf02211f7a06ba056b095188dd88d21ce1",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ba.jsonl",
       "range": "ba",
-      "records": 103
+      "records": 104
     },
     {
-      "bytes": 123295,
-      "digest": "sha256:af1b2fc8ae1ebf2b07feecd8d8cfbdc9de570ff8695d8c0bd8fe1cb887c8bc1c",
+      "bytes": 126583,
+      "digest": "sha256:8ea38f2a6b283bccd0d0883dae35e372f58639dd94adab2d4a1ba6938b61c5a9",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/bb.jsonl",
       "range": "bb",
-      "records": 115
+      "records": 118
     },
     {
-      "bytes": 84389,
-      "digest": "sha256:09f76eeb6ceb26465a491635228e80542389f0d7a8dd0ee38d80280595fe2914",
+      "bytes": 88353,
+      "digest": "sha256:329c5b3c57d01d2e5862e25ca4f3cbd602e4d264eeb71e28a677686eba0c5144",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/bc.jsonl",
       "range": "bc",
-      "records": 84
+      "records": 86
     },
     {
-      "bytes": 90980,
-      "digest": "sha256:942880028db46764be130f5b95ab5ba4763e880ceaa764a628f77fd78b02dcdf",
+      "bytes": 93080,
+      "digest": "sha256:14a00ec858e707d464ecc485971cf2b6828e4176c1beb17ca582c02276f2c0f3",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/bd.jsonl",
       "range": "bd",
-      "records": 87
+      "records": 88
     },
     {
-      "bytes": 143682,
-      "digest": "sha256:aaf2693f812dc7e8269964f67a9f30a0bbe3e38e6a2faee71601b42903f2a441",
+      "bytes": 166941,
+      "digest": "sha256:e91177233c4bd1a88e3991fb123ad72e0008aa76fd48ecfd0c1bd1f94ea27b2a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/be.jsonl",
       "range": "be",
-      "records": 104
+      "records": 108
     },
     {
       "bytes": 101247,
-      "digest": "sha256:83ade18e0ef533853642ec098b4ecbebd4b0a83178d2f3549acd4fb95bdc8e0f",
+      "digest": "sha256:102aa6bab0222dfbfc2e5d94620096dbe7d6626c3b7c2a0b12393068beeae0a9",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/bf.jsonl",
       "range": "bf",
       "records": 95
     },
     {
-      "bytes": 85528,
-      "digest": "sha256:85c8216c96f8f386d5c96291184360c86f7f1478c98d7ee06cc88d9a7b414b05",
+      "bytes": 89109,
+      "digest": "sha256:32697e9e489747e855ec0483cbebab584a4ab7b6b0bd3162c8e1b5c90e6f8326",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/c0.jsonl",
       "range": "c0",
-      "records": 86
+      "records": 87
     },
     {
       "bytes": 148864,
@@ -2490,52 +2490,52 @@
       "records": 97
     },
     {
-      "bytes": 114277,
-      "digest": "sha256:42bb8f55d78ea47ba6cf79377df10ba2c1651f16e2bc71d27dbd6e0040d37504",
+      "bytes": 118109,
+      "digest": "sha256:a80b63ea084ac22794a81f1c1de750e4a01472fe73927ff3c2d597a4056297e8",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/c2.jsonl",
       "range": "c2",
-      "records": 95
+      "records": 98
     },
     {
-      "bytes": 150426,
-      "digest": "sha256:58041c4858c9c3e3e23dcbb2923b68e459c3d429db14bf5ca055d4c963fa1da6",
+      "bytes": 154718,
+      "digest": "sha256:87fe7ccd110dc0a0a033b3a50eb097d08b94082ca5f885c79a7f6cfe13ce6bd2",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/c3.jsonl",
       "range": "c3",
-      "records": 96
+      "records": 97
     },
     {
-      "bytes": 110258,
-      "digest": "sha256:6fc488bcf182e57208211b224e498f35c627b93c467b037051f8c8a0225104d2",
+      "bytes": 110945,
+      "digest": "sha256:c1230b4f86a37cd57dda0f36d91a1f473d69abc5ef3380b6dff7dc16a86e52a6",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/c4.jsonl",
       "range": "c4",
-      "records": 94
+      "records": 95
     },
     {
-      "bytes": 156784,
-      "digest": "sha256:5874282f8914a6597b7f538d86f272c7bc676abda781c3d5c8ff157e24855693",
+      "bytes": 160325,
+      "digest": "sha256:c650baa02e67337a264242db6611e74214630c38d26b951a4fe4db3b7123fc3c",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/c5.jsonl",
       "range": "c5",
-      "records": 101
+      "records": 103
     },
     {
-      "bytes": 122038,
-      "digest": "sha256:85733bbb64206a24f8edde7e85de4ecf68ef8123e7c09d57d69e5d5eff8304db",
+      "bytes": 125611,
+      "digest": "sha256:b6b7e16ecf4af49392aac49de97ac94d5f5ba55bea7069628cd15a755f6fce21",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/c6.jsonl",
       "range": "c6",
-      "records": 96
+      "records": 98
     },
     {
-      "bytes": 115457,
-      "digest": "sha256:2a26b2b58e95a6d76a2c6aa20572d8f055eafbca5fc391ebd8b7763a8324d153",
+      "bytes": 119981,
+      "digest": "sha256:5b7f9b5719646b5e69e6d3451e4dcce22d89c2c015a227017f32e9140a0bc838",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/c7.jsonl",
       "range": "c7",
-      "records": 109
+      "records": 112
     },
     {
       "bytes": 142885,
@@ -2546,60 +2546,60 @@
       "records": 112
     },
     {
-      "bytes": 146469,
-      "digest": "sha256:2b9a4ab9db3df2ac74f33eb64b985f8b9ac02e4a64d32a8f6fc7fff213197e43",
+      "bytes": 147080,
+      "digest": "sha256:49f5f70c3e02265d2c6a127edccf191a1e47a3d7041dd93f646136a6d97b8f34",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/c9.jsonl",
       "range": "c9",
-      "records": 116
+      "records": 117
     },
     {
-      "bytes": 107922,
-      "digest": "sha256:4587efcf849cdd6e7939dd4260f391e2237d1efe47221797ce07f27c691a4b87",
+      "bytes": 117645,
+      "digest": "sha256:34795901b55dec055ab12644e2ea45a6afef375f623ce6388b2010e7e21d1f8c",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ca.jsonl",
       "range": "ca",
-      "records": 97
+      "records": 100
     },
     {
-      "bytes": 98960,
-      "digest": "sha256:e2d20d203e37243e3179283acd0572bf228aa6222ca0757667542713339fbf43",
+      "bytes": 99490,
+      "digest": "sha256:8640814c8935c572bdf967601a7e5f6310c72f3ddd96b2bfde4ffa531a314e11",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/cb.jsonl",
       "range": "cb",
-      "records": 93
+      "records": 94
     },
     {
-      "bytes": 155756,
-      "digest": "sha256:f1e91a0d88680a336b6fd11fe6ad0b0db69080a5a6e93b1f08daa3b073b0bef2",
+      "bytes": 188743,
+      "digest": "sha256:e3f7674426fd8b7215149776877daaf042b7164968f085291c3567968df04191",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/cc.jsonl",
       "range": "cc",
-      "records": 113
+      "records": 114
     },
     {
-      "bytes": 100968,
-      "digest": "sha256:3def37d7a6e79a97a68aee9c4ea1fae0d5b926b0b318d3de01e6db68079a679f",
+      "bytes": 104078,
+      "digest": "sha256:b619dbbc579541849b1d99a559824655f237c85d7f9a3f8b5a681da0d13f7305",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/cd.jsonl",
       "range": "cd",
-      "records": 103
+      "records": 104
     },
     {
-      "bytes": 105882,
-      "digest": "sha256:3b37df53c2140fe84cb22dec20be51f240913cb24b58ce7c369e69d09b25053f",
+      "bytes": 109462,
+      "digest": "sha256:62c36e353e81e5e419126f46f925ac41ba14a7f7f7cf0f40b8a183824c550be5",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ce.jsonl",
       "range": "ce",
-      "records": 105
+      "records": 107
     },
     {
-      "bytes": 132713,
-      "digest": "sha256:97edcab8ba5d4adeb2829d16f48a725a901ce7fb203425367a06df8cee336352",
+      "bytes": 134483,
+      "digest": "sha256:c6acad220b39c946be5cf1e5cde6bdeee04d7a1aa620fe210b2b2d9df907dccc",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/cf.jsonl",
       "range": "cf",
-      "records": 107
+      "records": 110
     },
     {
       "bytes": 103113,
@@ -2610,84 +2610,84 @@
       "records": 98
     },
     {
-      "bytes": 148239,
-      "digest": "sha256:3206bf696dee213d7ac5d68cff50034ae6a7f2170000754d0fc2b905d1041b05",
+      "bytes": 151624,
+      "digest": "sha256:4496845011ab09555376dc75ba83b92640a81258742fa2d88a5f6e6ecaff6a2d",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/d1.jsonl",
       "range": "d1",
-      "records": 101
+      "records": 103
     },
     {
-      "bytes": 112643,
-      "digest": "sha256:b2e1f8954f82106871592eb048801e74063b377c1fd70b4cf05cf1203a618599",
+      "bytes": 114702,
+      "digest": "sha256:c0d1ababc91c4d8ff267f64e6d23616ab5e093712d265bb67ba335cc937045dd",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/d2.jsonl",
       "range": "d2",
-      "records": 87
+      "records": 89
     },
     {
-      "bytes": 115507,
-      "digest": "sha256:f7ec8a580ba8e5ec03dfab4c7719b6cc06edc2c615a00716b0a5017d268487ca",
+      "bytes": 117118,
+      "digest": "sha256:b6e29ba8978f2beb742924f09f268b96bfa9fb2b0fc0d4504946e33dc547b56a",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/d3.jsonl",
       "range": "d3",
-      "records": 112
+      "records": 113
     },
     {
-      "bytes": 135129,
-      "digest": "sha256:8a656e4cecdf2507d2d78a7dac0925d6ad44f59af598db72edd8bfe6e81cc2a1",
+      "bytes": 156479,
+      "digest": "sha256:4514ac3ed5fd17add589ac3e279f42341e91fd2ac2e809a9791ded13167f9a7d",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/d4.jsonl",
       "range": "d4",
-      "records": 110
+      "records": 115
     },
     {
-      "bytes": 104150,
-      "digest": "sha256:19d0f869f52195bf4c5111de5f6d313f9c8aec4c3e71e23ef8c2b6a75a847583",
+      "bytes": 112278,
+      "digest": "sha256:0fb0e3a2ad61d7caf9fd5c3da93af249e77195f92f063c1f6be5fdf263314717",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/d5.jsonl",
       "range": "d5",
-      "records": 105
+      "records": 108
     },
     {
-      "bytes": 166000,
-      "digest": "sha256:aedb03cd34effd847b16d05233d8a0f358cdf3644906da807be197fdbe1097b3",
+      "bytes": 167084,
+      "digest": "sha256:ea5341aa9d5fde1c951e7a4c84d41b507d8c95120d0f067e6fd330c4173cd71c",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/d6.jsonl",
       "range": "d6",
-      "records": 99
+      "records": 101
     },
     {
-      "bytes": 115774,
-      "digest": "sha256:967cafce4b7157ae48b26be26775060cea44f7c684b43254ada21091721fb121",
+      "bytes": 116497,
+      "digest": "sha256:23d227c4465cdbc52fef74b5070476f0e46387d8f493f96d726e01310ddc72e7",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/d7.jsonl",
       "range": "d7",
-      "records": 119
+      "records": 120
     },
     {
-      "bytes": 108088,
-      "digest": "sha256:fd32ba430f1e89d8627a1844aff4ce81e6780aa1a29d53efa38f7afda33a50ef",
+      "bytes": 111981,
+      "digest": "sha256:58bd2a4896cf28fb23a9bb404ef0f9b4e5da66477e035592fd0c002e86987b7c",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/d8.jsonl",
       "range": "d8",
-      "records": 90
+      "records": 92
     },
     {
-      "bytes": 94874,
-      "digest": "sha256:fcd59eaf4f1639059165aedd284aac61991cda827f2c79f7d96e58234ac0f25b",
+      "bytes": 95579,
+      "digest": "sha256:7a4486ad9bd3a31c2f22f96bfa68e0e5fd2852ceb9e2065565b2dd4ba2618be4",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/d9.jsonl",
       "range": "d9",
-      "records": 93
+      "records": 94
     },
     {
-      "bytes": 100225,
-      "digest": "sha256:905fb2e9e0aa150d4e8b1ec047541a06b77765b014f22f6db1a8a4bd5eeb46c3",
+      "bytes": 104089,
+      "digest": "sha256:fe57495f799778f6e7e1e9634bfd3733d722cf86c2cc1fd47c01b8612082f73c",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/da.jsonl",
       "range": "da",
-      "records": 87
+      "records": 89
     },
     {
       "bytes": 148421,
@@ -2698,68 +2698,68 @@
       "records": 104
     },
     {
-      "bytes": 145581,
-      "digest": "sha256:db91d3d694cd39108daa15389bfc9e36a271cda383245a661aa33f69e174e3aa",
+      "bytes": 161465,
+      "digest": "sha256:de3292a653f27f6b2922a8248244d924813d355b0183902fea1cbd7688d1af0f",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/dc.jsonl",
       "range": "dc",
-      "records": 118
+      "records": 121
     },
     {
-      "bytes": 106415,
-      "digest": "sha256:a4d7c69752258ca55d7a0493a4747b2e51eda0676c3f92fa3563cf1878c5b3f7",
+      "bytes": 110841,
+      "digest": "sha256:5a05d3b563797f9ee7c03375d87df396c221a24ebb917b9bfa8fc25f4cb1eb7e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/dd.jsonl",
       "range": "dd",
-      "records": 105
+      "records": 106
     },
     {
-      "bytes": 158125,
-      "digest": "sha256:1d9eea261834c889dd13689bc1c1cfbaf520c55e29755aa8b1cfad672eb2e5b0",
+      "bytes": 165255,
+      "digest": "sha256:af03adf7a2dcfdab9aae9a73ccc0b7f803f74b8d18242301ae486f114a24297e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/de.jsonl",
       "range": "de",
-      "records": 101
+      "records": 104
     },
     {
-      "bytes": 109220,
-      "digest": "sha256:d8dc5c32d8f767c2b6949b58a6f5124c932b73b82c9965b7bb2aa837acd39402",
+      "bytes": 110829,
+      "digest": "sha256:f8e10c53299e283f6e3a230025dcdafb7e4796aea3b56cf6ec0558311643b188",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/df.jsonl",
       "range": "df",
-      "records": 91
+      "records": 92
     },
     {
-      "bytes": 80987,
-      "digest": "sha256:9e45f1ec09a767fec1bd61568a90ff24e8616c07c3bef8ca8bd51b2a3a31e186",
+      "bytes": 93811,
+      "digest": "sha256:197949b06c642b79b419504dcfb2877eaf02f0c3f968f6718932a5b40377b178",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/e0.jsonl",
       "range": "e0",
-      "records": 79
+      "records": 80
     },
     {
-      "bytes": 116854,
-      "digest": "sha256:49328efe646e19af5a4f745604519f51ea78d312b619e2b830f5c30ed94f7e8a",
+      "bytes": 123815,
+      "digest": "sha256:839759ccba48cbb9b88ecb763ee78a9ff8c5df6f02bdf0156c76252cb083d2f7",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/e1.jsonl",
       "range": "e1",
-      "records": 82
+      "records": 84
     },
     {
-      "bytes": 127596,
-      "digest": "sha256:f56f312f5a83d3938f4a879b0d3de4388c91ba6cd6eef8f236e5627459bfcab2",
+      "bytes": 131840,
+      "digest": "sha256:de7372aefc509213e4bc3a5a4bbabfd1074a3cb2ad69df909f80287d8a1d92c9",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/e2.jsonl",
       "range": "e2",
-      "records": 95
+      "records": 97
     },
     {
-      "bytes": 103459,
-      "digest": "sha256:84f300d296892b2e881400109b359a28e75e21020b445f4e9497117b07f7ac4c",
+      "bytes": 106868,
+      "digest": "sha256:7212191cead9899cd566cc90ccbff8a871b2b5e800167e91dfc0a1cb0a4aec98",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/e3.jsonl",
       "range": "e3",
-      "records": 105
+      "records": 107
     },
     {
       "bytes": 103358,
@@ -2770,28 +2770,28 @@
       "records": 100
     },
     {
-      "bytes": 109585,
-      "digest": "sha256:899d85e7ffd4ca36f8de8649381e4b3c5b5a2d1d25e3db70197e16aa4a1b3aac",
+      "bytes": 111489,
+      "digest": "sha256:00912f147e6850ecb997fdbf39bab9283eb3560113e2c52ced8ca4f02c824780",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/e5.jsonl",
       "range": "e5",
-      "records": 101
+      "records": 102
     },
     {
-      "bytes": 105329,
-      "digest": "sha256:0afa38bc30d141e3562224b57fbfa9d0450d9c52247181d5995816e02072b62b",
+      "bytes": 106578,
+      "digest": "sha256:a6403534b0f4c7d57718e21666ad71952a66b64790dcdaab46c1713e912a5d1b",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/e6.jsonl",
       "range": "e6",
-      "records": 94
+      "records": 95
     },
     {
-      "bytes": 147402,
-      "digest": "sha256:ddc74fbde1f099dc92ffc9f8d3a3a9e7b85220fb5ebab22cf9c43f0bbcc5e9c6",
+      "bytes": 151316,
+      "digest": "sha256:9e6d9f2cd087f1fc818d0bc571f96275e09af156e4ff2c11cd38615534306083",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/e7.jsonl",
       "range": "e7",
-      "records": 111
+      "records": 112
     },
     {
       "bytes": 112825,
@@ -2802,116 +2802,116 @@
       "records": 89
     },
     {
-      "bytes": 102096,
-      "digest": "sha256:6a4966c2f36f972be6fe74efa63eb4baf1ac901c5b1639cd6bf93f4389e57e71",
+      "bytes": 101373,
+      "digest": "sha256:df324ac718d375a1373bbfdb38182f2198233634384d4cc863855d878f992152",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/e9.jsonl",
       "range": "e9",
-      "records": 95
+      "records": 94
     },
     {
-      "bytes": 137132,
-      "digest": "sha256:dc9e1d4224f703db02226a209d11fd6f10015dd480246300c29191e3ad9bf16e",
+      "bytes": 145275,
+      "digest": "sha256:8d747d9e1d428abe3fc3fc3adaa7d5efb52706d9126a508f35599a96c7e9e6c3",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ea.jsonl",
       "range": "ea",
-      "records": 101
+      "records": 103
     },
     {
-      "bytes": 121088,
-      "digest": "sha256:1996e960e61581bbbc947495aef72c32bd9c009e5272063c355fc2172f7392cf",
+      "bytes": 125399,
+      "digest": "sha256:300153a5763a72d78f2d28db1153d5e8dcc7a990317b0ab7ae279386c88bac46",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/eb.jsonl",
       "range": "eb",
-      "records": 107
+      "records": 109
     },
     {
-      "bytes": 93507,
-      "digest": "sha256:0abd34e3bb30a435a1baa735cf34b6508060b0130bfe254c89328a850eec4d4a",
+      "bytes": 99165,
+      "digest": "sha256:5a4d820768956a46d4afa1badc1e68ac37a9738477f8db564b1f4949a9ccdeb3",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ec.jsonl",
       "range": "ec",
-      "records": 95
+      "records": 99
     },
     {
-      "bytes": 139776,
-      "digest": "sha256:2e5e236a47a7d2452b1be7c526b2f3eff8ff3ff996329c0a78151b67738039a1",
+      "bytes": 140596,
+      "digest": "sha256:6aa564d70ff425631d7d3f7bc7cc21b0511e05bafb42ce36f3ebd3f2e1ab1f10",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ed.jsonl",
       "range": "ed",
-      "records": 108
+      "records": 109
     },
     {
-      "bytes": 109187,
-      "digest": "sha256:3debd13bab6aeddac56310af453a24503d52480bf2f48b3e510e490b39695370",
+      "bytes": 117998,
+      "digest": "sha256:d5feb9b569528d703a5adac394f98ce356dfa154221bb084286e384afd2eebba",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ee.jsonl",
       "range": "ee",
-      "records": 93
+      "records": 96
     },
     {
-      "bytes": 99518,
-      "digest": "sha256:f3b0b07c648913a4f53fdfe6d0fadcac1fc4e75130a2487bd073c53c778328b9",
+      "bytes": 104729,
+      "digest": "sha256:14c075be4eb2ad5a169a34ac03e2db3cddfa342fab855769797764432209c076",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ef.jsonl",
       "range": "ef",
-      "records": 94
+      "records": 97
     },
     {
-      "bytes": 128862,
-      "digest": "sha256:9233e7630f5b0b8bd8baaa332c47b0faf9e8d498d317c569938e1280c96762f3",
+      "bytes": 131229,
+      "digest": "sha256:fb4295c83866672d6eae09817694829fd946c9102e1512ebd8b1ccf3bb978cd7",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/f0.jsonl",
       "range": "f0",
-      "records": 96
+      "records": 97
     },
     {
-      "bytes": 131366,
-      "digest": "sha256:34ea2ff65a9ee07e1938f3737beb38a4d28685c3c472108a7cc545f1e26c956f",
+      "bytes": 133207,
+      "digest": "sha256:2ea1237f6be42f1a9904b2b3e19c4f934f19567280e96fe4fe1c9da06f5c6023",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/f1.jsonl",
       "range": "f1",
-      "records": 97
+      "records": 99
     },
     {
-      "bytes": 137763,
-      "digest": "sha256:2483fde382c78c6f1f9382967c61f6144680182744ad6097bc6ea75a787b08d6",
+      "bytes": 157515,
+      "digest": "sha256:ffb8fa70c97446d7ae6f0507c198e8bbce05f458058a1c67d0e53027a2457fa8",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/f3.jsonl",
       "range": "f3",
-      "records": 92
+      "records": 95
     },
     {
-      "bytes": 88199,
-      "digest": "sha256:46ee627ab8951db727095a82fc2de712e67fe4f5d0752f206dc0a9d79f0cb8f0",
+      "bytes": 89365,
+      "digest": "sha256:f24eb507f7b7a07ff7c60c09749d3f91c5a24feebdcac9d65ec8572bebbb2a75",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/f4.jsonl",
       "range": "f4",
-      "records": 100
+      "records": 101
     },
     {
-      "bytes": 114704,
-      "digest": "sha256:efb8bae3bb1ebb1c404abcff550f0d772d378f9e126f3b2a1fc83ad2cd639bb9",
+      "bytes": 119142,
+      "digest": "sha256:db79f53b057584723cd32fd9af381bb71b1d5485b11a1c00e3901b32c440d7ec",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/f5.jsonl",
       "range": "f5",
-      "records": 92
+      "records": 94
     },
     {
-      "bytes": 88658,
-      "digest": "sha256:3af2df23da7a1c1b6d4fc82728d42a25912341cee740741c6a0472d9e0aea6e7",
+      "bytes": 89188,
+      "digest": "sha256:4c813b000a5331b9fe40e962a66b00f3ca4fbd11d4f7db296234b3f1778634e5",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/f6.jsonl",
       "range": "f6",
-      "records": 91
+      "records": 92
     },
     {
-      "bytes": 108033,
-      "digest": "sha256:8615b28ebe81fcf76366b6713172098cf70d2b232b9bc96d7bcb556d85577749",
+      "bytes": 109121,
+      "digest": "sha256:78e8b226b6bfbeebdc7f46e54016b17f4bb1e6e87a8c9073876234bcfda98e3f",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/f7.jsonl",
       "range": "f7",
-      "records": 98
+      "records": 99
     },
     {
       "bytes": 160683,
@@ -2922,12 +2922,12 @@
       "records": 111
     },
     {
-      "bytes": 110196,
-      "digest": "sha256:7b95fb6767f92f6f330c41d52b691f010ec6a7ad1fbf1d1e429355bbfc2f5874",
+      "bytes": 110738,
+      "digest": "sha256:21dd24ddbd4fa09f9d12efdf533a94f9e8aee0a162d3526ab52701272db460d1",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/f9.jsonl",
       "range": "f9",
-      "records": 102
+      "records": 103
     },
     {
       "bytes": 132633,
@@ -2938,36 +2938,36 @@
       "records": 90
     },
     {
-      "bytes": 149774,
-      "digest": "sha256:9eac1a3df78ae05ada97f4ed2f6fb0c9c12c624ed7815a3c70e6ed378b1916f3",
+      "bytes": 151737,
+      "digest": "sha256:a084d82ce07eb4d8bf6a0ff7fb5ac1b8d6c4b2057f4187e502e78f3e01709963",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/fb.jsonl",
       "range": "fb",
-      "records": 106
+      "records": 107
     },
     {
-      "bytes": 110559,
-      "digest": "sha256:563c38105294d884d3c54006f6752c34de6e982dcbd0bcfe9f8e51655b12541b",
+      "bytes": 111108,
+      "digest": "sha256:bf01dad215dcbd3c476cfc35ebd5d3224ada015c2dac28509d8ccee656b4de32",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/fc.jsonl",
       "range": "fc",
-      "records": 84
+      "records": 85
     },
     {
-      "bytes": 99174,
-      "digest": "sha256:64fad29d6cb1e4212be04657710b98dc55361566a44076d6a371443e4fb172a3",
+      "bytes": 99728,
+      "digest": "sha256:51cf4f2ce31527776f0fce7c43ae4e137007d5a1eab0662e5d425189b80f6087",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/fe.jsonl",
       "range": "fe",
-      "records": 93
+      "records": 94
     },
     {
-      "bytes": 106396,
-      "digest": "sha256:0c1b61d2536e27b94598c5afec027f1298416f031e263937bf5a6a72946ac0a3",
+      "bytes": 127762,
+      "digest": "sha256:9b254e7ebfb799e6f46933c5a52b1cabf14fe0383d1ce7aa8738783b7336a181",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/ff.jsonl",
       "range": "ff",
-      "records": 90
+      "records": 96
     },
     {
       "bytes": 6393,
@@ -3090,12 +3090,12 @@
       "records": 8
     },
     {
-      "bytes": 7662,
-      "digest": "sha256:072ebb4e2e8c9350923ec67662299819b43b863cfca36116e2de8d2d88f55a34",
+      "bytes": 8204,
+      "digest": "sha256:c6746e1559d1a52da9a27efccd093392c6bfeb768901aee22e10f16d1694662e",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/13f.jsonl",
       "range": "13f",
-      "records": 11
+      "records": 12
     },
     {
       "bytes": 3505,
@@ -3138,12 +3138,12 @@
       "records": 6
     },
     {
-      "bytes": 38895,
-      "digest": "sha256:42b3d55690f330c0c3ba8f57206f2a4261cd771618602586f38f986fc89d057e",
+      "bytes": 39437,
+      "digest": "sha256:380d410f24243bb3073657b457d90e8b20a1dbfaa18ab1b7bec0b06628f42ead",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/185.jsonl",
       "range": "185",
-      "records": 12
+      "records": 13
     },
     {
       "bytes": 1669,
@@ -3154,12 +3154,12 @@
       "records": 3
     },
     {
-      "bytes": 15644,
-      "digest": "sha256:cb9ef7eac216d2997672ae0690ddd62c1224ee704d8695137e70b589a1db5591",
+      "bytes": 19050,
+      "digest": "sha256:9326a0f429c20416715a19c5ddf30fa8881507b35e963292a22e9eecb2bb8549",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/187.jsonl",
       "range": "187",
-      "records": 12
+      "records": 13
     },
     {
       "bytes": 13397,
@@ -3186,12 +3186,12 @@
       "records": 6
     },
     {
-      "bytes": 31167,
-      "digest": "sha256:58093a353cb9c1441ea719a66cce772a760e963674350c1a3e9fc145b728c95d",
+      "bytes": 31721,
+      "digest": "sha256:34980ae04dc3beb408b0642e0d1b3aabba8a66396c25d4b19dbb986a0969b528",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/18b.jsonl",
       "range": "18b",
-      "records": 7
+      "records": 8
     },
     {
       "bytes": 10270,
@@ -3226,12 +3226,12 @@
       "records": 8
     },
     {
-      "bytes": 13010,
-      "digest": "sha256:cf5a6bbb166975179701b3800cd3b87f5b75f40d65d83694c4f97c8083ccf0b4",
+      "bytes": 13580,
+      "digest": "sha256:fba1e66daa247d86d213383b683e773234b8da82457d2323529b5c4a12e91080",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/250.jsonl",
       "range": "250",
-      "records": 7
+      "records": 8
     },
     {
       "bytes": 7749,
@@ -3322,12 +3322,12 @@
       "records": 9
     },
     {
-      "bytes": 3660,
-      "digest": "sha256:bba45c93cf0aa1a6bb362e9b84d536725cc54b9333c2359400b7a2c62d9cf373",
+      "bytes": 4238,
+      "digest": "sha256:dd066df6ac9f4bc33d388a850485f110d0cfb716053e3fe6fc6bbd45bca0f016",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/25c.jsonl",
       "range": "25c",
-      "records": 5
+      "records": 6
     },
     {
       "bytes": 9260,
@@ -3362,12 +3362,12 @@
       "records": 9
     },
     {
-      "bytes": 8918,
-      "digest": "sha256:f3ebf0d3c22e60480dc682c18bf4b88aa3061449da15c3e3e16adaa388383688",
+      "bytes": 10548,
+      "digest": "sha256:119f2d21cf39c87b476a3af003b9ce6a08569f3436765b79587d7468a17c2a58",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/6b1.jsonl",
       "range": "6b1",
-      "records": 8
+      "records": 9
     },
     {
       "bytes": 27278,
@@ -3378,12 +3378,12 @@
       "records": 11
     },
     {
-      "bytes": 3680,
-      "digest": "sha256:287fdd3730dce3e7fb83f7ae8115fd57c28b62b2b62031d39ae3091f6378f96a",
+      "bytes": 4497,
+      "digest": "sha256:4ce84c9305e1e619b7b28cc73222b69dda6d1267c82cea53e9773bc29e1fb522",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/6b3.jsonl",
       "range": "6b3",
-      "records": 6
+      "records": 7
     },
     {
       "bytes": 10061,
@@ -3498,12 +3498,12 @@
       "records": 7
     },
     {
-      "bytes": 3657,
-      "digest": "sha256:4ef0f4b1bc520140797350fd339c485d8767206856888327cebd8379f43c5340",
+      "bytes": 6786,
+      "digest": "sha256:d1c9c952fdf453cd7104efec05d05e0bb61222a6a31343cd25135a0136453d37",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/762.jsonl",
       "range": "762",
-      "records": 4
+      "records": 5
     },
     {
       "bytes": 5189,
@@ -3666,12 +3666,12 @@
       "records": 4
     },
     {
-      "bytes": 5913,
-      "digest": "sha256:6a69cfe025a12a9791678696f2bec8a1d6f758662cb1286f312efc52fbfd2282",
+      "bytes": 8930,
+      "digest": "sha256:a28641b2ec883a44efb1f294612978166ab0dbf1e1b32dd2e18ed9c9701cb07b",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/b97.jsonl",
       "range": "b97",
-      "records": 4
+      "records": 5
     },
     {
       "bytes": 11929,
@@ -3706,12 +3706,12 @@
       "records": 7
     },
     {
-      "bytes": 12834,
-      "digest": "sha256:fc21d689a9565309397733eded7c610f60379cc75d0c5c710908445d2c5a0dd9",
+      "bytes": 13352,
+      "digest": "sha256:0a070f46d6ba642af85b26d985ba71eaa2a4c8947af1a74d670edfed8f7225f3",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/b9c.jsonl",
       "range": "b9c",
-      "records": 6
+      "records": 7
     },
     {
       "bytes": 2540,
@@ -3746,12 +3746,12 @@
       "records": 8
     },
     {
-      "bytes": 6202,
-      "digest": "sha256:2643d409dc1e462b8f1a3d0c55e6fe3faf11595daa2d77ba181e471e071f32d1",
+      "bytes": 7539,
+      "digest": "sha256:5fdd37d8143ef482a85191c8eb1de0143a2c7d2c7234f0ae2bd9bb8ab9f5af55",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/f21.jsonl",
       "range": "f21",
-      "records": 5
+      "records": 6
     },
     {
       "bytes": 4575,
@@ -3786,12 +3786,12 @@
       "records": 3
     },
     {
-      "bytes": 15254,
-      "digest": "sha256:6aa16ce0e12d3f930b2a669c5265662082e31a9d61feaad9859a2058e62543e1",
+      "bytes": 16221,
+      "digest": "sha256:d2353fea12497633c1eee306ff1db8e0c672675eed69a67b0e9a0594c5c72e62",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/f26.jsonl",
       "range": "f26",
-      "records": 4
+      "records": 5
     },
     {
       "bytes": 7171,
@@ -3938,12 +3938,12 @@
       "records": 8
     },
     {
-      "bytes": 6141,
-      "digest": "sha256:7e957034ead83d7f710d388ca6058c5d75b18590f1e94db8068c6c58096f12ab",
+      "bytes": 6683,
+      "digest": "sha256:81afa0504fcdebe457c665de813c80ac14f8d55f2497ead30116f756d4875475",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/fd9.jsonl",
       "range": "fd9",
-      "records": 5
+      "records": 6
     },
     {
       "bytes": 1659,
@@ -3970,12 +3970,12 @@
       "records": 3
     },
     {
-      "bytes": 1591,
-      "digest": "sha256:a3f25a9690a133217b63bacdfee417a84819bf73d2b6cd74789c414c6e31b4a5",
+      "bytes": 2191,
+      "digest": "sha256:ad4fdc4d368eb9e9d5e3688feb2b87bb0c3df2ae517ae1b190cc4bc179b3d912",
       "kind": "anchor",
       "path": "kag/indexes/shards/anchor/fdd.jsonl",
       "range": "fdd",
-      "records": 2
+      "records": 3
     },
     {
       "bytes": 131005,
@@ -4058,12 +4058,12 @@
       "records": 4
     },
     {
-      "bytes": 5404,
-      "digest": "sha256:219090a266542b97ed52a330ab8d936549cc39c73779b69a1fd219a0d693a446",
+      "bytes": 13835,
+      "digest": "sha256:70c7a07ba159ad16ed16687028bebc6e6f8644707355f51bc876b4538bb95b8e",
       "kind": "event",
       "path": "kag/indexes/shards/event/06.jsonl",
       "range": "06",
-      "records": 5
+      "records": 6
     },
     {
       "bytes": 3053,
@@ -4314,12 +4314,12 @@
       "records": 5
     },
     {
-      "bytes": 16004,
-      "digest": "sha256:bd7beb488cbeb3c6f4d3f8b7f151b57e3be582c673ac81b91872006d8866d332",
+      "bytes": 16775,
+      "digest": "sha256:469495a4663dd506d64f6da4f58b6edf1eedea9353b3557d1343c89e9a51216c",
       "kind": "event",
       "path": "kag/indexes/shards/event/27.jsonl",
       "range": "27",
-      "records": 5
+      "records": 6
     },
     {
       "bytes": 13350,
@@ -4378,12 +4378,12 @@
       "records": 1
     },
     {
-      "bytes": 11519,
-      "digest": "sha256:4d331880d8a63770d14dd347bc6ffacb169ef3f98148de8a870e2c2cd2e162e4",
+      "bytes": 3144,
+      "digest": "sha256:e22cce9eff7e90b7db7a5354e56bd757d07e526f7fb5f71fd46abf5273d682ac",
       "kind": "event",
       "path": "kag/indexes/shards/event/2f.jsonl",
       "range": "2f",
-      "records": 5
+      "records": 4
     },
     {
       "bytes": 17558,
@@ -4898,12 +4898,12 @@
       "records": 7
     },
     {
-      "bytes": 4688,
-      "digest": "sha256:5a96883dd0b5e7edd08ed8841208af951ef2571f52fd712e1db185fae2eca4c4",
+      "bytes": 11836,
+      "digest": "sha256:dbd1134a9d2ecb332cc465c4e765c0071a6eba3af5ba3b44c9b73605045f0186",
       "kind": "event",
       "path": "kag/indexes/shards/event/70.jsonl",
       "range": "70",
-      "records": 5
+      "records": 6
     },
     {
       "bytes": 4777,
@@ -5914,12 +5914,12 @@
       "records": 4
     },
     {
-      "bytes": 16957,
-      "digest": "sha256:4c09075628c2296ff7ab1fbbea65cd63d0ad02964ac4fe4cd94e6de8c53d349f",
+      "bytes": 19696,
+      "digest": "sha256:f6753e76368e5565feaf49158eab846c472040d392a676bc5b779b2ed9a68b96",
       "kind": "source",
       "path": "kag/indexes/shards/source/0f.jsonl",
       "range": "0f",
-      "records": 7
+      "records": 8
     },
     {
       "bytes": 7205,
@@ -5971,7 +5971,7 @@
     },
     {
       "bytes": 17444,
-      "digest": "sha256:8f0e9cd3bbe7064f74e1264aa3fef21b22584de08ae46ca1670fcbc9ad53b3c3",
+      "digest": "sha256:907d2399772f6d7e036bb397a58d745d36c5ad26ad76cfdeb0757409a989d7b5",
       "kind": "source",
       "path": "kag/indexes/shards/source/16.jsonl",
       "range": "16",
@@ -5979,7 +5979,7 @@
     },
     {
       "bytes": 17774,
-      "digest": "sha256:fe6f71e2c2527aab7b1fa924f4f8006d4e5ac2ab2dcf0f3a5910feedc01146a5",
+      "digest": "sha256:2cfbac385d8aa44c398843ec24cfbcb98a69a15285802a179c5e60e5a7dcfac4",
       "kind": "source",
       "path": "kag/indexes/shards/source/17.jsonl",
       "range": "17",
@@ -6018,12 +6018,12 @@
       "records": 11
     },
     {
-      "bytes": 20683,
-      "digest": "sha256:c6fa0203deb9d6aecd23b1e7a12c4a6a30dc7b70763a0ac01f83257c6837e804",
+      "bytes": 22993,
+      "digest": "sha256:6ca2a17fee3efcc8688922ececdea30ec39d5aa2716e039fae81db065213b2de",
       "kind": "source",
       "path": "kag/indexes/shards/source/1c.jsonl",
       "range": "1c",
-      "records": 8
+      "records": 9
     },
     {
       "bytes": 24072,
@@ -6219,7 +6219,7 @@
     },
     {
       "bytes": 21252,
-      "digest": "sha256:494bd9aa9f09533a952f375e35bf89a702ac83af755bf986f7210685d4d19fba",
+      "digest": "sha256:db1646b09940512f6a5c40c79a04a637eddead1f0976d090624a22b4059e6233",
       "kind": "source",
       "path": "kag/indexes/shards/source/35.jsonl",
       "range": "35",
@@ -6290,8 +6290,8 @@
       "records": 5
     },
     {
-      "bytes": 27150,
-      "digest": "sha256:74d6bf2170846d5a31830842013e190034c768a698aaa55dc29a8d6076fde6dc",
+      "bytes": 27151,
+      "digest": "sha256:d768a20eda8768a81c1b5f10e524183a4a5900fec7271f6ccb1be79a2b98357e",
       "kind": "source",
       "path": "kag/indexes/shards/source/3e.jsonl",
       "range": "3e",
@@ -6306,12 +6306,12 @@
       "records": 7
     },
     {
-      "bytes": 20828,
-      "digest": "sha256:27e8ae02da76e73f6609efdb0e20ea857926d97ecc41aef9eae173730288aaf7",
+      "bytes": 23347,
+      "digest": "sha256:5e8f249f33e96daff9f99742e8f3a226c0d509b5f91cf99f653ba47aa500f793",
       "kind": "source",
       "path": "kag/indexes/shards/source/40.jsonl",
       "range": "40",
-      "records": 8
+      "records": 9
     },
     {
       "bytes": 21843,
@@ -6362,12 +6362,12 @@
       "records": 4
     },
     {
-      "bytes": 17446,
-      "digest": "sha256:16ba8772f4835b874a4962092ef52c84fe87359d84947965df518d6cc23fca97",
+      "bytes": 20178,
+      "digest": "sha256:20f81c9821e8d7217383c9600e6ecadbf6ee3cb861e37516b579a57464cfe281",
       "kind": "source",
       "path": "kag/indexes/shards/source/47.jsonl",
       "range": "47",
-      "records": 7
+      "records": 8
     },
     {
       "bytes": 32836,
@@ -6538,8 +6538,8 @@
       "records": 9
     },
     {
-      "bytes": 25184,
-      "digest": "sha256:a40ba29454abc5c131ab25d0ffd9c0681593cea6f99a6d9e454edb09e2482056",
+      "bytes": 25433,
+      "digest": "sha256:5705d7718984d93a0d4e6c2ada779d5718eb2fe3fcdac5e5ce44d71394544077",
       "kind": "source",
       "path": "kag/indexes/shards/source/5d.jsonl",
       "range": "5d",
@@ -6562,12 +6562,12 @@
       "records": 7
     },
     {
-      "bytes": 13388,
-      "digest": "sha256:7924e58d4868fe94aee54ea0a58992f73b4bc1f4d3ef1f11e0374f71a56966f7",
+      "bytes": 15932,
+      "digest": "sha256:4101fb477ac8cb12c51b2d8a00e8328232b3f1bec112032e3ba0c1e27da9cf45",
       "kind": "source",
       "path": "kag/indexes/shards/source/60.jsonl",
       "range": "60",
-      "records": 5
+      "records": 6
     },
     {
       "bytes": 14898,
@@ -6730,12 +6730,12 @@
       "records": 11
     },
     {
-      "bytes": 2238,
-      "digest": "sha256:f8abe6a85e7442d337c1d2c43c0bc6d155d9502a955bf9134c5bf26100209967",
+      "bytes": 5946,
+      "digest": "sha256:3e4e7fa769a0d6ef0a8de8ce7f0129e7534d7e4185e2bbf5becb46aad64c6198",
       "kind": "source",
       "path": "kag/indexes/shards/source/75.jsonl",
       "range": "75",
-      "records": 1
+      "records": 2
     },
     {
       "bytes": 9300,
@@ -6859,7 +6859,7 @@
     },
     {
       "bytes": 24796,
-      "digest": "sha256:f3e68eec8bc9c9f921a562d6b337ad45c97436b4e5ed55249e15ed363c4fffa3",
+      "digest": "sha256:2063fbc68c52c0440ab1934aaa914a32185bf03b176ff2f91af5e3bac5c41a6a",
       "kind": "source",
       "path": "kag/indexes/shards/source/85.jsonl",
       "range": "85",
@@ -7090,12 +7090,12 @@
       "records": 14
     },
     {
-      "bytes": 20180,
-      "digest": "sha256:0ba1dae55cd8117e9a83bf951949cc14b909bae4108e2ec2d7405b75f28713e1",
+      "bytes": 22940,
+      "digest": "sha256:0a4c7d80f6d0b77d04f9c9e7941bc8f77e1182eef57029c339a9bd2a5fd09e34",
       "kind": "source",
       "path": "kag/indexes/shards/source/a2.jsonl",
       "range": "a2",
-      "records": 7
+      "records": 8
     },
     {
       "bytes": 16992,
@@ -7122,12 +7122,12 @@
       "records": 11
     },
     {
-      "bytes": 22341,
-      "digest": "sha256:c3f095bee3416a114503e17331e0b27645449bc7edadcb6d473b2d640b303f49",
+      "bytes": 24811,
+      "digest": "sha256:1e6c8e6737f9f627218ed748d1f05d53171a9cb2af40e0e53a1ba76e67398710",
       "kind": "source",
       "path": "kag/indexes/shards/source/a6.jsonl",
       "range": "a6",
-      "records": 8
+      "records": 9
     },
     {
       "bytes": 16896,
@@ -7210,12 +7210,12 @@
       "records": 5
     },
     {
-      "bytes": 19366,
-      "digest": "sha256:c28366c066f30640ce9897f1ed43c8d5b2db05ca4927ffb0d8520a2282e385ca",
+      "bytes": 23289,
+      "digest": "sha256:3efb5e61897650ae87724dfcbbd28028079320462b52efd75062d8b89a397264",
       "kind": "source",
       "path": "kag/indexes/shards/source/b1.jsonl",
       "range": "b1",
-      "records": 7
+      "records": 8
     },
     {
       "bytes": 25496,
@@ -7475,7 +7475,7 @@
     },
     {
       "bytes": 16704,
-      "digest": "sha256:059a8b6863ca8e8cf52332efec1ddac1cc7f50ef88a5b4ed8bd4a460e4091e89",
+      "digest": "sha256:986002b39373364766082d27a7fc19d2e218d4d98584ae597572da8c197742ad",
       "kind": "source",
       "path": "kag/indexes/shards/source/d2.jsonl",
       "range": "d2",
@@ -7483,7 +7483,7 @@
     },
     {
       "bytes": 24135,
-      "digest": "sha256:aa7ec4229bdd3a6700746405f5f61bde790d63d0c395a082281f6adffac6d7fd",
+      "digest": "sha256:9f32098cf0b43e40560c068d155385744f869d74b5a034f62404850e3fe9c46d",
       "kind": "source",
       "path": "kag/indexes/shards/source/d3.jsonl",
       "range": "d3",
@@ -7563,7 +7563,7 @@
     },
     {
       "bytes": 23381,
-      "digest": "sha256:1a6d5edf7d4f683243551e4bd7bae4a6cfadb00ab61475db2da340eaf9c450e0",
+      "digest": "sha256:60738fc1353ef01b8a12560edaaac14f62ae1357b45decabf6aba0251308b967",
       "kind": "source",
       "path": "kag/indexes/shards/source/dd.jsonl",
       "range": "dd",
@@ -7787,7 +7787,7 @@
     },
     {
       "bytes": 14274,
-      "digest": "sha256:8dfd4b2d7c1cdd6c88e81f8a84e3b773d31b8df8334474b894aeb867afdb4145",
+      "digest": "sha256:1914f32b72cd855460a5adc05d8a16208ce7d9732d28677383a0c22df152b64c",
       "kind": "source",
       "path": "kag/indexes/shards/source/f9.jsonl",
       "range": "f9",
@@ -7810,12 +7810,12 @@
       "records": 11
     },
     {
-      "bytes": 26986,
-      "digest": "sha256:62db9a5d252578ef484b864c241d1dca02c9301759d2cb2d0a1accfe7c9e2ea5",
+      "bytes": 29794,
+      "digest": "sha256:ee67bc1c7347916c95f3ad460c90a117f37be2b04d74773e768ad55ea99f4e12",
       "kind": "source",
       "path": "kag/indexes/shards/source/fc.jsonl",
       "range": "fc",
-      "records": 11
+      "records": 12
     },
     {
       "bytes": 19404,
@@ -7845,25 +7845,25 @@
   "source_index_header": {
     "classification_summary": {
       "artifact_kind": {
-        "config": 250,
+        "config": 252,
         "dependency_manifest": 11,
         "directory_marker": 4,
-        "document": 642,
+        "document": 644,
         "generated_readmodel": 17,
         "index": 1,
         "license": 1,
         "manifest": 16,
-        "mechanics_surface": 25,
+        "mechanics_surface": 26,
         "owner_metadata": 3,
         "package_manifest": 1,
         "projection": 1,
         "receipt": 8,
-        "schema": 188,
+        "schema": 192,
         "script": 230,
         "security": 2,
         "service_unit": 75,
         "source_code": 212,
-        "test": 146,
+        "test": 147,
         "text_artifact": 25,
         "unknown": 33,
         "validator": 25
@@ -7871,9 +7871,9 @@
       "command_role": {
         "builder": 10,
         "lane_entrypoint": 7,
-        "none": 1515,
+        "none": 1524,
         "script": 213,
-        "test": 146,
+        "test": 147,
         "validator": 25
       },
       "document_role": {
@@ -7885,10 +7885,11 @@
         "design_agents": 1,
         "handoff": 1,
         "mechanics_doc": 154,
-        "none": 1265,
+        "none": 1273,
         "parts": 10,
         "provenance": 11,
-        "readme": 168,
+        "readme": 169,
+        "report": 1,
         "roadmap": 11,
         "skill": 1,
         "testing_doc": 1,
@@ -7898,44 +7899,44 @@
       "mechanics_role": {
         "legacy": 136,
         "mechanic_package": 83,
-        "mechanic_part": 211,
-        "none": 1152,
+        "mechanic_part": 213,
+        "none": 1154,
         "part_contract": 5,
-        "part_doc": 147,
-        "part_schema": 111,
+        "part_doc": 148,
+        "part_schema": 115,
         "part_script": 6,
-        "part_test": 65
+        "part_test": 66
       },
       "primary_kind": {
         "artifact": 138,
-        "command": 401,
-        "document": 651,
-        "surface": 693,
+        "command": 402,
+        "document": 653,
+        "surface": 700,
         "unknown": 33
       },
       "surface_state": {
-        "authored_source": 1746,
+        "authored_source": 1756,
         "generated_readmodel": 23,
         "legacy": 139,
         "receipt": 8
       }
     },
     "coverage_summary": {
-      "command_count": 401,
-      "document_count": 651,
+      "command_count": 402,
+      "document_count": 653,
       "generated_count": 23,
-      "heading_count": 4272,
-      "mechanics_count": 764,
-      "record_count": 1916,
-      "schema_count": 188,
+      "heading_count": 4291,
+      "mechanics_count": 772,
+      "record_count": 1926,
+      "schema_count": 192,
       "script_count": 230,
-      "test_count": 146,
+      "test_count": 147,
       "unknown_count": 33,
       "validator_count": 25
     },
     "index_identity": {
       "artifact_kind": "source_surface_index",
-      "content_digest": "5397ffb875c5e19dbd9de572feaa14f7d48cd034970c1f10748b3bb11e016d88",
+      "content_digest": "89f3376e645a29bbf67f92e66f388f976987ee2491ec26f922f9ab61b2104276",
       "local_id": "index:repo-local:source-surfaces",
       "schema_ref": "aoa-kag:schemas/repo-local-kag-index.schema.json"
     },
@@ -8032,12 +8033,12 @@
     }
   },
   "summary": {
-    "anchor_records": 25460,
-    "canonical_records": 28495,
-    "event_records": 1119,
-    "shard_bytes": 39664706,
+    "anchor_records": 25885,
+    "canonical_records": 28932,
+    "event_records": 1121,
+    "shard_bytes": 40694023,
     "shards": 857,
-    "source_records": 1916,
-    "tracked_bytes": 39893376
+    "source_records": 1926,
+    "tracked_bytes": 40922732
   }
 }
diff --git a/kag/indexes/shards/anchor/00.jsonl b/kag/indexes/shards/anchor/00.jsonl
index 7125a57ff4..209dbd5d94 100644
--- a/kag/indexes/shards/anchor/00.jsonl
+++ b/kag/indexes/shards/anchor/00.jsonl
@@ -40,6 +40,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:653bbecb0a9960dbb833d81f:aoa:abyss-stack:anchor:105a7409ea5348cda704477a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:105a7409ea5348cda704477a","label":"_deny","locator":{"end_column":55,"end_line":190,"fragment":"","pointer":"","start_column":5,"start_line":170},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackPolicySeam._deny","target_ref":"python:PolicyDeniedError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackPolicySeam._deny","target_ref":"python:self._base_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackPolicySeam._deny","target_ref":"python:self._record"}],"parser_ref":"python-ast@1","qualified_name":"StackPolicySeam._deny","semantic_key":"python:method:StackPolicySeam._deny","source_id":"aoa:abyss-stack:artifact:653bbecb0a9960dbb833d81f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:653bbecb0a9960dbb833d81f:aoa:abyss-stack:anchor:c9fccb19b9e416eff3155844","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c9fccb19b9e416eff3155844","label":"__init__","locator":{"end_column":78,"end_line":60,"fragment":"","pointer":"","start_column":5,"start_line":51},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyDeniedError.__init__","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyDeniedError.__init__","target_ref":"python:super"}],"parser_ref":"python-ast@1","qualified_name":"PolicyDeniedError.__init__","semantic_key":"python:method:PolicyDeniedError.__init__","source_id":"aoa:abyss-stack:artifact:653bbecb0a9960dbb833d81f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:1ed27565e048e7af151e54e2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1ed27565e048e7af151e54e2","label":"repo_resource","locator":{"end_column":88,"end_line":363,"fragment":"","pointer":"","start_column":9,"start_line":362},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.repo_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.repo_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.repo_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.repo_resource","semantic_key":"python:method:build_server.repo_resource","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:4549396474eedafe6bbe951f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4549396474eedafe6bbe951f","label":"test_source_scan_rejects_fifo_without_blocking","locator":{"end_column":63,"end_line":1244,"fragment":"","pointer":"","start_column":5,"start_line":1235},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","target_ref":"python:os.mkfifo"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","target_ref":"python:self.assertLess"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","target_ref":"python:self.runtime.candidate_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","target_ref":"python:unittest.skipUnless"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_source_scan_rejects_fifo_without_blocking","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c8bc3c68449b993c6781201:aoa:abyss-stack:anchor:3b85d42eb1435e4bb85a7cc9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3b85d42eb1435e4bb85a7cc9","label":"transport_settings","locator":{"end_column":72,"end_line":84,"fragment":"","pointer":"","start_column":1,"start_line":66},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:TransportSettings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:TransportSettings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"transport_settings","semantic_key":"python:function:transport_settings","source_id":"aoa:abyss-stack:artifact:6c8bc3c68449b993c6781201","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:71db8e7b0dc3f5d4cfb76873:aoa:abyss-stack:anchor:e604359e3e75df0df854592b","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:e604359e3e75df0df854592b","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:71db8e7b0dc3f5d4cfb76873","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c:aoa:abyss-stack:anchor:5fe64abd7303c25dce3ca5a6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5fe64abd7303c25dce3ca5a6","label":"_load_json","locator":{"end_column":19,"end_line":107,"fragment":"","pointer":"","start_column":1,"start_line":100},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:PaddleOcrRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:PaddleOcrRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"_load_json","semantic_key":"python:function:_load_json","source_id":"aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c","symbol_kind":"function"}
@@ -61,6 +62,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:a6d8e5625e308e948c940c86","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a6d8e5625e308e948c940c86","label":"LLAMA_ARG_CACHE_TYPE_V","locator":{"end_column":35,"end_line":38,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_CACHE_TYPE_V","start_column":7,"start_line":38},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_CACHE_TYPE_V","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155:aoa:abyss-stack:anchor:e8dcbd6c6a9e8b46116412d8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e8dcbd6c6a9e8b46116412d8","label":"Canonical surfaces","locator":{"end_column":21,"end_line":20,"fragment":"canonical-surfaces","pointer":"","start_column":1,"start_line":20},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:canonical-surfaces","source_id":"aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f:aoa:abyss-stack:anchor:e41ba04294464b39b7652016","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:e41ba04294464b39b7652016","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:4eddaabd796d4f19f949e4d7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4eddaabd796d4f19f949e4d7","label":"_query_state","locator":{"end_column":45,"end_line":7164,"fragment":"","pointer":"","start_column":5,"start_line":7138},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:candidate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:candidate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:candidate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:self._preferred_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:self._query_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:self._refresh_lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_state","target_ref":"python:self._state_identity_matches_config"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._query_state","semantic_key":"python:method:LiveCodeIntelligenceRuntime._query_state","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5ee0a6421758851103923ed:aoa:abyss-stack:anchor:60a951da1cf73f5f15dbfd4a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:60a951da1cf73f5f15dbfd4a","label":"checks","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/checks","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/checks","source_id":"aoa:abyss-stack:artifact:a5ee0a6421758851103923ed","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29:aoa:abyss-stack:anchor:315265e50598d174a6a7aee4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:315265e50598d174a6a7aee4","label":"6. Monitoring layer","locator":{"end_column":23,"end_line":82,"fragment":"6-monitoring-layer","pointer":"","start_column":1,"start_line":82},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:6-monitoring-layer","source_id":"aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:b3c12dceb90edf614fa826d3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b3c12dceb90edf614fa826d3","label":"make_index_payload","locator":{"end_column":6,"end_line":1979,"fragment":"","pointer":"","start_column":1,"start_line":1866},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:TRIALS.case_report_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:available_cases"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:case_entries.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:graph_state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:graph_state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:graph_state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:load_graph_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:load_result_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:report_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:resolve_case_truth_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:make_index_payload","target_ref":"python:wave_truth_status"}],"parser_ref":"python-ast@1","qualified_name":"make_index_payload","semantic_key":"python:function:make_index_payload","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/01.jsonl b/kag/indexes/shards/anchor/01.jsonl
index 5760a21e86..b75eb3beb3 100644
--- a/kag/indexes/shards/anchor/01.jsonl
+++ b/kag/indexes/shards/anchor/01.jsonl
@@ -94,6 +94,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:d30496250cac9ab72fe21b7c:aoa:abyss-stack:anchor:518ebab6ea4dbde9b236a247","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:518ebab6ea4dbde9b236a247","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:d30496250cac9ab72fe21b7c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:d80e822a51c96d00635d61a0:aoa:abyss-stack:anchor:6cea718727d40bba0087d301","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:6cea718727d40bba0087d301","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:d80e822a51c96d00635d61a0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:d86d56410152adaa2c8aaca8:aoa:abyss-stack:anchor:bdbb8975bd499fe2991c9651","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:bdbb8975bd499fe2991c9651","label":"rerank-api","locator":{"end_column":17,"end_line":38,"fragment":"","pointer":"/services/rag-api/depends_on/rerank-api","start_column":7,"start_line":38},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/rag-api/depends_on/rerank-api","source_id":"aoa:abyss-stack:artifact:d86d56410152adaa2c8aaca8","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80:aoa:abyss-stack:anchor:550f6811665fac5844098de3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:550f6811665fac5844098de3","label":"Reviewed boundaries retained","locator":{"end_column":31,"end_line":119,"fragment":"reviewed-boundaries-retained","pointer":"","start_column":1,"start_line":119},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:reviewed-boundaries-retained","source_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:db729f05819aacb02cd6faa9:aoa:abyss-stack:anchor:d9acb259f3fb5a02f3542cd3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d9acb259f3fb5a02f3542cd3","label":"test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","locator":{"end_column":49,"end_line":115,"fragment":"","pointer":"","start_column":1,"start_line":105},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:SCHEMA.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:validator.iter_errors"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","target_ref":"python:validator.iter_errors"}],"parser_ref":"python-ast@1","qualified_name":"test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","semantic_key":"python:function:test_isolation_preserves_shared_organ_and_consumer_zero_removes_local_use","source_id":"aoa:abyss-stack:artifact:db729f05819aacb02cd6faa9","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:dd0a7f147ff77752c98e13d3:aoa:abyss-stack:anchor:da9f778caf91298e2b04d41d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:da9f778caf91298e2b04d41d","label":"require_aware_time","locator":{"end_column":46,"end_line":169,"fragment":"","pointer":"","start_column":5,"start_line":166},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OwnerStagePacket.require_aware_time","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OwnerStagePacket.require_aware_time","target_ref":"python:field_validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OwnerStagePacket.require_aware_time","target_ref":"python:value.astimezone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OwnerStagePacket.require_aware_time","target_ref":"python:value.utcoffset"}],"parser_ref":"python-ast@1","qualified_name":"OwnerStagePacket.require_aware_time","semantic_key":"python:method:OwnerStagePacket.require_aware_time","source_id":"aoa:abyss-stack:artifact:dd0a7f147ff77752c98e13d3","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:de881d1c1d4e0224f965c7bf:aoa:abyss-stack:anchor:4c35f883e7f8a89b783abc00","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4c35f883e7f8a89b783abc00","label":"iter_tracked_git_files","locator":{"end_column":65,"end_line":211,"fragment":"","pointer":"","start_column":1,"start_line":196},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:iter_tracked_git_files","target_ref":"python:result.stdout.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:iter_tracked_git_files","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"iter_tracked_git_files","semantic_key":"python:function:iter_tracked_git_files","source_id":"aoa:abyss-stack:artifact:de881d1c1d4e0224f965c7bf","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/02.jsonl b/kag/indexes/shards/anchor/02.jsonl
index 66ca8a6705..935239e278 100644
--- a/kag/indexes/shards/anchor/02.jsonl
+++ b/kag/indexes/shards/anchor/02.jsonl
@@ -38,6 +38,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61953fe600e446c8d9491770:aoa:abyss-stack:anchor:05b7a6e734f106a35aea537c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:05b7a6e734f106a35aea537c","label":"write_decision","locator":{"end_column":6,"end_line":88,"fragment":"","pointer":"","start_column":1,"start_line":50},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_decision","target_ref":"python:metadata.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_decision","target_ref":"python:metadata.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_decision","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_decision","target_ref":"python:path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"write_decision","semantic_key":"python:function:write_decision","source_id":"aoa:abyss-stack:artifact:61953fe600e446c8d9491770","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:0489a8be619f33ee4fef4bc7","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:0489a8be619f33ee4fef4bc7","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:639845f04d90e91ac6432080:aoa:abyss-stack:anchor:3e62916b7ad08ffeb5515c3f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3e62916b7ad08ffeb5515c3f","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:639845f04d90e91ac6432080","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:cbf71f6227bec1269e2b6544","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cbf71f6227bec1269e2b6544","label":"test_query_reports_truncated_results","locator":{"end_column":78,"end_line":1613,"fragment":"","pointer":"","start_column":5,"start_line":1576},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.runtime.references"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_query_reports_truncated_results","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:7cac8880ab5dbe5f5d4dc1cc","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:7cac8880ab5dbe5f5d4dc1cc","label":"AOA_BABELVOX_TTS_PRECISION","locator":{"end_column":71,"end_line":8,"fragment":"","pointer":"/services/babelvox-tts/environment/AOA_BABELVOX_TTS_PRECISION","start_column":7,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/environment/AOA_BABELVOX_TTS_PRECISION","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:684efe0236b79747117ec8c9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:684efe0236b79747117ec8c9","label":"_safetensors_metadata","locator":{"end_column":6,"end_line":242,"fragment":"","pointer":"","start_column":1,"start_line":217},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:handle.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:handle.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:header.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:kraken_meta.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:path.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safetensors_metadata","target_ref":"python:struct.unpack"}],"parser_ref":"python-ast@1","qualified_name":"_safetensors_metadata","semantic_key":"python:function:_safetensors_metadata","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6999b3015686383e3398e25d:aoa:abyss-stack:anchor:0e07aa8e6a845e5db8b7797e","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:0e07aa8e6a845e5db8b7797e","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6999b3015686383e3398e25d","symbol_kind":""}
@@ -65,6 +66,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9c6572b4ba303b5beae1f311:aoa:abyss-stack:anchor:64c206072adc0d212b232714","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:64c206072adc0d212b232714","label":"_wait_port","locator":{"end_column":59,"end_line":65,"fragment":"","pointer":"","start_column":1,"start_line":51},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:TimeoutError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:probe.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:probe.connect_ex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:probe.settimeout"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:process.communicate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:process.poll"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:socket.socket"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:stderr.decode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_port","target_ref":"python:time.sleep"}],"parser_ref":"python-ast@1","qualified_name":"_wait_port","semantic_key":"python:function:_wait_port","source_id":"aoa:abyss-stack:artifact:9c6572b4ba303b5beae1f311","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:0f415d10da9b4a508786d527","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0f415d10da9b4a508786d527","label":"_canonical_bytes","locator":{"end_column":36,"end_line":60,"fragment":"","pointer":"","start_column":1,"start_line":49},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_bytes","target_ref":"python:EphemeralWorkerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_bytes","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_bytes","target_ref":"python:rendered.encode"}],"parser_ref":"python-ast@1","qualified_name":"_canonical_bytes","semantic_key":"python:function:_canonical_bytes","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:a73e98ca25c0cb6a6c88c347","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a73e98ca25c0cb6a6c88c347","label":"fits","locator":{"end_column":48,"end_line":602,"fragment":"","pointer":"","start_column":5,"start_line":596},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_max_raw_bytes_for_transport.fits","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_max_raw_bytes_for_transport.fits","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_max_raw_bytes_for_transport.fits","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_max_raw_bytes_for_transport.fits","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_max_raw_bytes_for_transport.fits","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_max_raw_bytes_for_transport.fits","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_max_raw_bytes_for_transport.fits","semantic_key":"python:method:_max_raw_bytes_for_transport.fits","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:62ebc257246b0f9880557051","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:62ebc257246b0f9880557051","label":"_cleanup_launch_snapshot","locator":{"end_column":78,"end_line":3618,"fragment":"","pointer":"","start_column":5,"start_line":3610},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._cleanup_launch_snapshot","target_ref":"python:self._remove_snapshot_path"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._cleanup_launch_snapshot","semantic_key":"python:method:ManagedLspSession._cleanup_launch_snapshot","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d:aoa:abyss-stack:anchor:23c0dd13100a9ed64765a529","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:23c0dd13100a9ed64765a529","label":"Decision","locator":{"end_column":11,"end_line":31,"fragment":"decision","pointer":"","start_column":1,"start_line":31},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:33f49d97f2d3aef9c3cf9322","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:33f49d97f2d3aef9c3cf9322","label":"capability identity","locator":{"end_column":22,"end_line":315,"fragment":"capability-identity","pointer":"","start_column":1,"start_line":315},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:capability-identity","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:c7780975e2b2e588fe7a158c","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:c7780975e2b2e588fe7a158c","label":"ABYSS-STACK-D-0067 Decision Surface Coverage Registry","locator":{"end_column":119,"end_line":811,"fragment":"","pointer":"","start_column":3,"start_line":811},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:validation","target_ref":"../ABYSS-STACK-D-0067-decision-surface-coverage-registry.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:811:3:0:../ABYSS-STACK-D-0067-decision-surface-coverage-registry.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/03.jsonl b/kag/indexes/shards/anchor/03.jsonl
index 411ba742a8..a451d13b63 100644
--- a/kag/indexes/shards/anchor/03.jsonl
+++ b/kag/indexes/shards/anchor/03.jsonl
@@ -1,7 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:fe9685bd7f7dd33b92f79a16","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:fe9685bd7f7dd33b92f79a16","label":"ABYSS-STACK-D-0066 AoA Decisions MCP Access Plane","locator":{"end_column":145,"end_line":72,"fragment":"","pointer":"","start_column":37,"start_line":72},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0066-aoa-decisions-mcp-access-plane.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:72:37:0:../ABYSS-STACK-D-0066-aoa-decisions-mcp-access-plane.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:0d724eb658f901d4502ebb69","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0d724eb658f901d4502ebb69","label":"parse_w2_judge","locator":{"end_column":18,"end_line":3900,"fragment":"","pointer":"","start_column":1,"start_line":3881},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:extract_json_block"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:extract_string_list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:parsed.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:parsed.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:required.difference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:required.difference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_w2_judge","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"parse_w2_judge","semantic_key":"python:function:parse_w2_judge","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:80ec50dce18d0e3949b6952d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:80ec50dce18d0e3949b6952d","label":"find_repo_root","locator":{"end_column":72,"end_line":28,"fragment":"","pointer":"","start_column":1,"start_line":24},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:find_repo_root","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:find_repo_root","target_ref":"python:start.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:find_repo_root","target_ref":"python:start.resolve"}],"parser_ref":"python-ast@1","qualified_name":"find_repo_root","semantic_key":"python:function:find_repo_root","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:1d54441ce07948e69d0fb761","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1d54441ce07948e69d0fb761","label":"Summary","locator":{"end_column":11,"end_line":997,"fragment":"summary","pointer":"","start_column":1,"start_line":997},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:summary","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:1d54441ce07948e69d0fb761","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1d54441ce07948e69d0fb761","label":"Summary","locator":{"end_column":11,"end_line":1001,"fragment":"summary","pointer":"","start_column":1,"start_line":1001},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:summary","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:107be6e8231fd2902379d9ba","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:107be6e8231fd2902379d9ba","label":"owner_records","locator":{"end_column":6,"end_line":1181,"fragment":"","pointer":"","start_column":1,"start_line":1177},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:owner_records","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:owner_records","target_ref":"python:json.loads"}],"parser_ref":"python-ast@1","qualified_name":"owner_records","semantic_key":"python:function:owner_records","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:97e0b801c981ed94166c5efd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:97e0b801c981ed94166c5efd","label":"_batches","locator":{"end_column":20,"end_line":29,"fragment":"","pointer":"","start_column":1,"start_line":19},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_batches","target_ref":"python:batch.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_batches","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_batches","semantic_key":"python:function:_batches","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d4b6f689a7bedd23ec22e45:aoa:abyss-stack:anchor:dbbe522cb870e33a6a8e9281","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:dbbe522cb870e33a6a8e9281","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0d4b6f689a7bedd23ec22e45","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/05.jsonl b/kag/indexes/shards/anchor/05.jsonl
index 8634b34216..49d8ef2104 100644
--- a/kag/indexes/shards/anchor/05.jsonl
+++ b/kag/indexes/shards/anchor/05.jsonl
@@ -34,6 +34,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5ebb90fdab6b56d166e3d73a:aoa:abyss-stack:anchor:a733673a9ef916f27459264f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a733673a9ef916f27459264f","label":"main","locator":{"end_column":21,"end_line":449,"fragment":"","pointer":"","start_column":1,"start_line":432},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:check_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:write_latest_bundle"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:5ebb90fdab6b56d166e3d73a","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:639845f04d90e91ac6432080:aoa:abyss-stack:anchor:d48852237308175da44396cb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d48852237308175da44396cb","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:639845f04d90e91ac6432080","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2:aoa:abyss-stack:anchor:fb2c736b87bf1ce72b0d5a98","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fb2c736b87bf1ce72b0d5a98","label":"validate_aggregate","locator":{"end_column":20,"end_line":133,"fragment":"","pointer":"","start_column":5,"start_line":116},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus.validate_aggregate","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus.validate_aggregate","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus.validate_aggregate","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus.validate_aggregate","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus.validate_aggregate","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus.validate_aggregate","target_ref":"python:model_validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus.validate_aggregate","target_ref":"python:self.status_counts.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus.validate_aggregate","target_ref":"python:self.status_counts.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus.validate_aggregate","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus.validate_aggregate","target_ref":"python:sum"}],"parser_ref":"python-ast@1","qualified_name":"TaskSystemStatus.validate_aggregate","semantic_key":"python:method:TaskSystemStatus.validate_aggregate","source_id":"aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:7198b565cd6e86aa437e5689","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7198b565cd6e86aa437e5689","label":"test_historical_trust_record_tamper_is_not_a_query_source","locator":{"end_column":10,"end_line":2722,"fragment":"","pointer":"","start_column":5,"start_line":2700},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:os.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:record_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:restarted_runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:restarted_runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:self.runtime.historical_trust_path.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_historical_trust_record_tamper_is_not_a_query_source","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:b5b7b84bba233b05277a2008","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b5b7b84bba233b05277a2008","label":"test_reusable_return_source_has_no_episode_coordinates","locator":{"end_column":39,"end_line":2015,"fragment":"","pointer":"","start_column":1,"start_line":2008},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"test_reusable_return_source_has_no_episode_coordinates","semantic_key":"python:function:test_reusable_return_source_has_no_episode_coordinates","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:6fdc8db2ea7741e090bb23fe","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:6fdc8db2ea7741e090bb23fe","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:ccfebf1f118bf413314d5ca1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ccfebf1f118bf413314d5ca1","label":"_flatten_response_content","locator":{"end_column":14,"end_line":917,"fragment":"","pointer":"","start_column":1,"start_line":905},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_response_content","target_ref":"python:chunks.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_response_content","target_ref":"python:chunks.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_response_content","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_response_content","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_response_content","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_response_content","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_response_content","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_response_content","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_response_content","target_ref":"python:item.get"}],"parser_ref":"python-ast@1","qualified_name":"_flatten_response_content","semantic_key":"python:function:_flatten_response_content","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"function"}
@@ -62,6 +63,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:2882d8c623c0ac965863b5a6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2882d8c623c0ac965863b5a6","label":"_command_output","locator":{"end_column":33,"end_line":159,"fragment":"","pointer":"","start_column":1,"start_line":151},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_command_output","target_ref":"python:result.stdout.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_command_output","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"_command_output","semantic_key":"python:function:_command_output","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dfa47b6a92e76b4529c1358:aoa:abyss-stack:anchor:215476f4d3cd63cdd60f9d95","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:215476f4d3cd63cdd60f9d95","label":"Boundary","locator":{"end_column":11,"end_line":44,"fragment":"boundary","pointer":"","start_column":1,"start_line":44},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:boundary","source_id":"aoa:abyss-stack:artifact:9dfa47b6a92e76b4529c1358","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:ed006c696f80cb63bc3fd826","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ed006c696f80cb63bc3fd826","label":"_max_raw_bytes_for_transport","locator":{"end_column":17,"end_line":612,"fragment":"","pointer":"","start_column":1,"start_line":584},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_max_raw_bytes_for_transport","target_ref":"python:fits"}],"parser_ref":"python-ast@1","qualified_name":"_max_raw_bytes_for_transport","semantic_key":"python:function:_max_raw_bytes_for_transport","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:25c13b25b06786939d2f9f3d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:25c13b25b06786939d2f9f3d","label":"__post_init__","locator":{"end_column":14,"end_line":2387,"fragment":"","pointer":"","start_column":5,"start_line":2196},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:_positive_integer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:_validate_machine_binding_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:key_input.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:normalized_boundaries.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:raw_boundaries.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:scratch_input.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:scratch_input.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:self.state_relative_root.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:source_input.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:source_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:state_input.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:state_root.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:suffix.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:trust_root_input.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.__post_init__","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceConfig.__post_init__","semantic_key":"python:method:LiveCodeIntelligenceConfig.__post_init__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:c37e4f97e75fffc2a8b7f4b3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c37e4f97e75fffc2a8b7f4b3","label":"test_effectful_artifact_diagnostics_are_denied_before_dispatch","locator":{"end_column":30,"end_line":704,"fragment":"","pointer":"","start_column":1,"start_line":690},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_effectful_artifact_diagnostics_are_denied_before_dispatch","target_ref":"python:ArtifactManualReviewRunner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_effectful_artifact_diagnostics_are_denied_before_dispatch","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_effectful_artifact_diagnostics_are_denied_before_dispatch","target_ref":"python:state.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_effectful_artifact_diagnostics_are_denied_before_dispatch","target_ref":"python:state_with_fake"}],"parser_ref":"python-ast@1","qualified_name":"test_effectful_artifact_diagnostics_are_denied_before_dispatch","semantic_key":"python:function:test_effectful_artifact_diagnostics_are_denied_before_dispatch","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:e04bdcc7049056353ff6aced","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e04bdcc7049056353ff6aced","label":"__call__","locator":{"end_column":47,"end_line":452,"fragment":"","pointer":"","start_column":5,"start_line":440},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:BrokenCompactTypingRunner.__call__","target_ref":"python:CommandOutput"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:BrokenCompactTypingRunner.__call__","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:BrokenCompactTypingRunner.__call__","target_ref":"python:self.calls.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:BrokenCompactTypingRunner.__call__","target_ref":"python:self.timeouts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:BrokenCompactTypingRunner.__call__","target_ref":"python:super"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:BrokenCompactTypingRunner.__call__","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"BrokenCompactTypingRunner.__call__","semantic_key":"python:method:BrokenCompactTypingRunner.__call__","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:33752929960e9545ec826669","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:33752929960e9545ec826669","label":"run_worktree_preview","locator":{"end_column":10,"end_line":1755,"fragment":"","pointer":"","start_column":1,"start_line":1642},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.build_landing_diff"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.ensure_w4_worktree_neighbor_links"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.list_changed_files"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.remove_temp_worktree"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.run_acceptance_checks"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.run_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.with_temp_worktree"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:diff_text.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:proposal_artifact_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:proposal_diff_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:proposal_diff_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:proposal_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:proposal_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:worktree_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:worktree_path.rmdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"run_worktree_preview","semantic_key":"python:function:run_worktree_preview","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/06.jsonl b/kag/indexes/shards/anchor/06.jsonl
index ee7c157757..38722f6891 100644
--- a/kag/indexes/shards/anchor/06.jsonl
+++ b/kag/indexes/shards/anchor/06.jsonl
@@ -32,6 +32,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2:aoa:abyss-stack:anchor:ecd841667e39af43608ba7e8","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:ecd841667e39af43608ba7e8","label":"escalation_after_limit","locator":{"end_column":35,"end_line":42,"fragment":"","pointer":"/reentry/escalation_after_limit","start_column":3,"start_line":42},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/reentry/escalation_after_limit","source_id":"aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5992dc7fd627efabc7babe89:aoa:abyss-stack:anchor:4495e82c0f65c1292586260e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4495e82c0f65c1292586260e","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:5992dc7fd627efabc7babe89","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61dac234f6fb767f779cf162:aoa:abyss-stack:anchor:e629d0d461756243da8bbe0b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e629d0d461756243da8bbe0b","label":"test_babelvox_save_path_keeps_relative_outputs_under_out_dir","locator":{"end_column":32,"end_line":56,"fragment":"","pointer":"","start_column":1,"start_line":46},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_babelvox_save_path_keeps_relative_outputs_under_out_dir","target_ref":"python:app.safe_save_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_babelvox_save_path_keeps_relative_outputs_under_out_dir","target_ref":"python:load_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_babelvox_save_path_keeps_relative_outputs_under_out_dir","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_babelvox_save_path_keeps_relative_outputs_under_out_dir","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_babelvox_save_path_keeps_relative_outputs_under_out_dir","target_ref":"python:path.parent.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_babelvox_save_path_keeps_relative_outputs_under_out_dir","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_babelvox_save_path_keeps_relative_outputs_under_out_dir","target_ref":"python:stub_babelvox_dependencies"}],"parser_ref":"python-ast@1","qualified_name":"test_babelvox_save_path_keeps_relative_outputs_under_out_dir","semantic_key":"python:function:test_babelvox_save_path_keeps_relative_outputs_under_out_dir","source_id":"aoa:abyss-stack:artifact:61dac234f6fb767f779cf162","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:7ce5f94af7492b91a0f89bae","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7ce5f94af7492b91a0f89bae","label":"test_status_reuses_each_validated_state_for_its_pointer","locator":{"end_column":47,"end_line":2136,"fragment":"","pointer":"","start_column":5,"start_line":2120},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","target_ref":"python:self.assertIsNotNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","target_ref":"python:self.assertIsNotNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_status_reuses_each_validated_state_for_its_pointer","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6647dbaef733c694dc5a6526:aoa:abyss-stack:anchor:b32ead8bc9e4ff1ab427b02c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b32ead8bc9e4ff1ab427b02c","label":"Rationale","locator":{"end_column":12,"end_line":55,"fragment":"rationale","pointer":"","start_column":1,"start_line":55},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:6647dbaef733c694dc5a6526","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:217da8e899c269334ba152e4","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:217da8e899c269334ba152e4","label":"kind","locator":{"end_column":15,"end_line":10,"fragment":"","pointer":"/kind","start_column":1,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/kind","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6901ab51fa39a5bb9dc7315c:aoa:abyss-stack:anchor:2bf06442921306d24579ca1f","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:2bf06442921306d24579ca1f","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6901ab51fa39a5bb9dc7315c","symbol_kind":""}
@@ -55,6 +56,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:93282b05d499b207d902297d:aoa:abyss-stack:anchor:1073eb52b4905c4898cb1dfe","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:1073eb52b4905c4898cb1dfe","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:93282b05d499b207d902297d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:25b581f179c52db555ae3431","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:25b581f179c52db555ae3431","label":"FakeProcess","locator":{"end_column":21,"end_line":388,"fragment":"","pointer":"","start_column":5,"start_line":371},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"test_caller_cancellation_waits_for_bounded_worker_recovery.FakeProcess","semantic_key":"python:class:test_caller_cancellation_waits_for_bounded_worker_recovery.FakeProcess","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:4e779e43e6d4291c42696b63","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4e779e43e6d4291c42696b63","label":"communicate","locator":{"end_column":28,"end_line":383,"fragment":"","pointer":"","start_column":9,"start_line":380},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_caller_cancellation_waits_for_bounded_worker_recovery.FakeProcess.communicate","target_ref":"python:self.release.wait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_caller_cancellation_waits_for_bounded_worker_recovery.FakeProcess.communicate","target_ref":"python:self.started.set"}],"parser_ref":"python-ast@1","qualified_name":"test_caller_cancellation_waits_for_bounded_worker_recovery.FakeProcess.communicate","semantic_key":"python:method:test_caller_cancellation_waits_for_bounded_worker_recovery.FakeProcess.communicate","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14:aoa:abyss-stack:anchor:84eaa624fee43a31c2485a43","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:84eaa624fee43a31c2485a43","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:608d3c92475084e501b169e2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:608d3c92475084e501b169e2","label":"print_case_status","locator":{"end_column":60,"end_line":2820,"fragment":"","pointer":"","start_column":1,"start_line":2813},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:approval_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:load_graph_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:load_result_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:print"}],"parser_ref":"python-ast@1","qualified_name":"print_case_status","semantic_key":"python:function:print_case_status","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8:aoa:abyss-stack:anchor:4e983297ac3abff8f33bd3ca","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4e983297ac3abff8f33bd3ca","label":"Hard no","locator":{"end_column":10,"end_line":87,"fragment":"hard-no","pointer":"","start_column":1,"start_line":87},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:hard-no","source_id":"aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a3f735bb15cfdea8f35d10fd:aoa:abyss-stack:anchor:49a01234864fe78a9a4da2fa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:49a01234864fe78a9a4da2fa","label":"_safe_string","locator":{"end_column":17,"end_line":73,"fragment":"","pointer":"","start_column":1,"start_line":68},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_string","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_string","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_string","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_safe_string","semantic_key":"python:function:_safe_string","source_id":"aoa:abyss-stack:artifact:a3f735bb15cfdea8f35d10fd","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/07.jsonl b/kag/indexes/shards/anchor/07.jsonl
index 8764cc5f1a..d7653b9afe 100644
--- a/kag/indexes/shards/anchor/07.jsonl
+++ b/kag/indexes/shards/anchor/07.jsonl
@@ -68,6 +68,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9905c34186b451f06489c26e:aoa:abyss-stack:anchor:e9d49124427ebbd3cd0fe764","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e9d49124427ebbd3cd0fe764","label":"test_cli_writes_typed_result_without_polling","locator":{"end_column":59,"end_line":407,"fragment":"","pointer":"","start_column":1,"start_line":372},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:MODULE.RESULT_SCHEMA_PATH.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:observation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:observation_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:result_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_writes_typed_result_without_polling","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"test_cli_writes_typed_result_without_polling","semantic_key":"python:function:test_cli_writes_typed_result_without_polling","source_id":"aoa:abyss-stack:artifact:9905c34186b451f06489c26e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:b477313b99b1bd2f22aa98d3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b477313b99b1bd2f22aa98d3","label":"test_exact_approved_restart_runs_canary_and_real_rollback_once","locator":{"end_column":45,"end_line":142,"fragment":"","pointer":"","start_column":1,"start_line":98},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once","target_ref":"python:EffectExecutor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once","target_ref":"python:executor.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once","target_ref":"python:executor.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once","target_ref":"python:iter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once","target_ref":"python:prepare_effect_inputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once","target_ref":"python:snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once","target_ref":"python:snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once","target_ref":"python:snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once","target_ref":"python:timedelta"}],"parser_ref":"python-ast@1","qualified_name":"test_exact_approved_restart_runs_canary_and_real_rollback_once","semantic_key":"python:function:test_exact_approved_restart_runs_canary_and_real_rollback_once","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:99830f7811fc3c7c2222673c:aoa:abyss-stack:anchor:c61838f0bc959abc1db23d38","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:c61838f0bc959abc1db23d38","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:99830f7811fc3c7c2222673c","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:2cbfc6c5d30aed13b9f96cc2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2cbfc6c5d30aed13b9f96cc2","label":"_ed25519_verify","locator":{"end_column":25,"end_line":835,"fragment":"","pointer":"","start_column":1,"start_line":806},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:_ed25519_add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:_ed25519_base_point"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:_ed25519_decode_point"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:_ed25519_decode_point"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:_ed25519_scalar_mult"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:_ed25519_scalar_mult"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:_ed25519_scalar_mult"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:_ed25519_scalar_mult"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:hashlib.sha512"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:int.from_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:int.from_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_verify","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_ed25519_verify","semantic_key":"python:function:_ed25519_verify","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:37433d4ad243c4a9cf0946d4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:37433d4ad243c4a9cf0946d4","label":"_lsp_session_surface","locator":{"end_column":10,"end_line":4452,"fragment":"","pointer":"","start_column":5,"start_line":4399},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._lsp_session_surface","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._lsp_session_surface","target_ref":"python:self._current_machine_evidence"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._lsp_session_surface","semantic_key":"python:method:LiveCodeIntelligenceRuntime._lsp_session_surface","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:7627d47400f871254270c74e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7627d47400f871254270c74e","label":"visit","locator":{"end_column":34,"end_line":2953,"fragment":"","pointer":"","start_column":9,"start_line":2942},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params.visit","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params.visit","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params.visit","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params.visit","target_ref":"python:self._validate_request_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params.visit","target_ref":"python:self._validate_request_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params.visit","target_ref":"python:value.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params.visit","target_ref":"python:value.lower"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params.visit","target_ref":"python:visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params.visit","target_ref":"python:visit"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._validate_request_params.visit","semantic_key":"python:method:ManagedLspSession._validate_request_params.visit","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a38afa6506fd860f4305359f:aoa:abyss-stack:anchor:ada4a5e60533a5410cb54eab","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ada4a5e60533a5410cb54eab","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:a38afa6506fd860f4305359f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5ee0a6421758851103923ed:aoa:abyss-stack:anchor:b96373aa036b7aba86295f03","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b96373aa036b7aba86295f03","label":"candidate_ref","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/candidate_ref","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/candidate_ref","source_id":"aoa:abyss-stack:artifact:a5ee0a6421758851103923ed","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acaa364df71a147b532eb579:aoa:abyss-stack:anchor:aed6242c075f29477b0d5154","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:aed6242c075f29477b0d5154","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:acaa364df71a147b532eb579","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/09.jsonl b/kag/indexes/shards/anchor/09.jsonl
index c5938483a6..1b18571957 100644
--- a/kag/indexes/shards/anchor/09.jsonl
+++ b/kag/indexes/shards/anchor/09.jsonl
@@ -36,6 +36,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4:aoa:abyss-stack:anchor:533da8112a9e21d9a3578885","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:533da8112a9e21d9a3578885","label":"admission","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/admission","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/admission","source_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:644cd45dab7e30ada566dd43","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:644cd45dab7e30ada566dd43","label":"_expected_effects","locator":{"end_column":23,"end_line":1018,"fragment":"","pointer":"","start_column":1,"start_line":991},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:request.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expected_effects","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"_expected_effects","semantic_key":"python:function:_expected_effects","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:62d814cfd6550b0c68972fe2:aoa:abyss-stack:anchor:5c0afe41cb53b54d11587a37","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5c0afe41cb53b54d11587a37","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:62d814cfd6550b0c68972fe2","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:86e1e04544b3b471db61f45f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:86e1e04544b3b471db61f45f","label":"test_source_scan_does_not_retain_aggregate_file_bytes","locator":{"end_column":70,"end_line":2118,"fragment":"","pointer":"","start_column":5,"start_line":2110},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","target_ref":"python:scanned.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","target_ref":"python:self.runtime._scan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_source_scan_does_not_retain_aggregate_file_bytes","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:ab197e9b78c29de4820ca3e2","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ab197e9b78c29de4820ca3e2","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b56c0ed1437e606153b4ba3:aoa:abyss-stack:anchor:d2b1ccffe0b3cf9f9f0f9112","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:d2b1ccffe0b3cf9f9f0f9112","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6b56c0ed1437e606153b4ba3","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:715756e41b133398a9d43463:aoa:abyss-stack:anchor:2968f31e5770d4b92032e304","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2968f31e5770d4b92032e304","label":"`private`","locator":{"end_column":13,"end_line":61,"fragment":"private","pointer":"","start_column":1,"start_line":61},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:private","source_id":"aoa:abyss-stack:artifact:715756e41b133398a9d43463","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:73352c3554c542868fcc2a30:aoa:abyss-stack:anchor:8026e4d939b23f2389945b88","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8026e4d939b23f2389945b88","label":"test_playbook_card_exposes_clean_automation_plan_names","locator":{"end_column":77,"end_line":1398,"fragment":"","pointer":"","start_column":5,"start_line":1390},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RouteAPIClosureStatusTests.test_playbook_card_exposes_clean_automation_plan_names","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RouteAPIClosureStatusTests.test_playbook_card_exposes_clean_automation_plan_names","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RouteAPIClosureStatusTests.test_playbook_card_exposes_clean_automation_plan_names","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RouteAPIClosureStatusTests.test_playbook_card_exposes_clean_automation_plan_names","target_ref":"python:self.make_store"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RouteAPIClosureStatusTests.test_playbook_card_exposes_clean_automation_plan_names","target_ref":"python:self.module.compact_playbook_card"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RouteAPIClosureStatusTests.test_playbook_card_exposes_clean_automation_plan_names","target_ref":"python:self.module.playbook_card"}],"parser_ref":"python-ast@1","qualified_name":"RouteAPIClosureStatusTests.test_playbook_card_exposes_clean_automation_plan_names","semantic_key":"python:method:RouteAPIClosureStatusTests.test_playbook_card_exposes_clean_automation_plan_names","source_id":"aoa:abyss-stack:artifact:73352c3554c542868fcc2a30","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/0a.jsonl b/kag/indexes/shards/anchor/0a.jsonl
index 09fb16b551..8733ece4e7 100644
--- a/kag/indexes/shards/anchor/0a.jsonl
+++ b/kag/indexes/shards/anchor/0a.jsonl
@@ -32,6 +32,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5f2647a1523e0a572998e4e2:aoa:abyss-stack:anchor:9de3c9f1404d13930ea528cd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9de3c9f1404d13930ea528cd","label":"Options considered","locator":{"end_column":21,"end_line":32,"fragment":"options-considered","pointer":"","start_column":1,"start_line":32},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:5f2647a1523e0a572998e4e2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:e611350c6fb53c05753f483d","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e611350c6fb53c05753f483d","label":"difficulty","locator":{"end_column":19,"end_line":13,"fragment":"","pointer":"/difficulty","start_column":1,"start_line":13},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/difficulty","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:3b3cef481c08a6cd14c2fa8a","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:3b3cef481c08a6cd14c2fa8a","label":"interval","locator":{"end_column":19,"end_line":47,"fragment":"","pointer":"/services/babelvox-tts/healthcheck/interval","start_column":7,"start_line":47},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/healthcheck/interval","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:64ef854cb359d8345e046dcc","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:64ef854cb359d8345e046dcc","label":"status","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/status","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/status","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:03c26f8f41b740268a2d7511","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:03c26f8f41b740268a2d7511","label":"_thread_object","locator":{"end_column":18,"end_line":884,"fragment":"","pointer":"","start_column":1,"start_line":880},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_thread_object","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_thread_object","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_thread_object","target_ref":"python:response.get"}],"parser_ref":"python-ast@1","qualified_name":"_thread_object","semantic_key":"python:function:_thread_object","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c:aoa:abyss-stack:anchor:78f0296e14fbbc924b1fa227","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:78f0296e14fbbc924b1fa227","label":"_canonical_sha256","locator":{"end_column":60,"end_line":129,"fragment":"","pointer":"","start_column":1,"start_line":127},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:body.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"_canonical_sha256","semantic_key":"python:function:_canonical_sha256","source_id":"aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:7ce7e26e6007e7cadd48961a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7ce7e26e6007e7cadd48961a","label":"_otlp_attributes","locator":{"end_column":17,"end_line":510,"fragment":"","pointer":"","start_column":1,"start_line":490},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:add_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:add_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:add_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:add_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:add_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:add_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:add_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:add_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:add_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes","target_ref":"python:record.get"}],"parser_ref":"python-ast@1","qualified_name":"_otlp_attributes","semantic_key":"python:function:_otlp_attributes","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"function"}
@@ -51,6 +52,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3:aoa:abyss-stack:anchor:a88607178c79bf7ed4541ace","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a88607178c79bf7ed4541ace","label":"_source_package_digest","locator":{"end_column":42,"end_line":120,"fragment":"","pointer":"","start_column":1,"start_line":102},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:iter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:package_root.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:path.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:stream.read"}],"parser_ref":"python-ast@1","qualified_name":"_source_package_digest","semantic_key":"python:function:_source_package_digest","source_id":"aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f:aoa:abyss-stack:anchor:fb21ab23fc74ff487437e290","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fb21ab23fc74ff487437e290","label":"_percentile","locator":{"end_column":83,"end_line":130,"fragment":"","pointer":"","start_column":1,"start_line":121},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_percentile","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_percentile","target_ref":"python:math.ceil"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_percentile","target_ref":"python:math.floor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_percentile","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"_percentile","semantic_key":"python:function:_percentile","source_id":"aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae:aoa:abyss-stack:anchor:e3d66df7ce51ef4d8ff85693","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e3d66df7ce51ef4d8ff85693","label":"write_text","locator":{"end_column":47,"end_line":19,"fragment":"","pointer":"","start_column":1,"start_line":17},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_text","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_text","target_ref":"python:path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"write_text","semantic_key":"python:function:write_text","source_id":"aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:2ad2c6776edaf9b41cc5fdfb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2ad2c6776edaf9b41cc5fdfb","label":"_restore_json_snapshot","locator":{"end_column":37,"end_line":5032,"fragment":"","pointer":"","start_column":5,"start_line":5017},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._restore_json_snapshot","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._restore_json_snapshot","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._restore_json_snapshot","target_ref":"python:_write_json_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._restore_json_snapshot","target_ref":"python:path.parent.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._restore_json_snapshot","target_ref":"python:path.parent.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._restore_json_snapshot","target_ref":"python:path.unlink"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._restore_json_snapshot","semantic_key":"python:method:LiveCodeIntelligenceRuntime._restore_json_snapshot","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a64882e851006f33f172bdd0:aoa:abyss-stack:anchor:49042c88a3e8cc3be9ca3657","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:49042c88a3e8cc3be9ca3657","label":"Source surfaces","locator":{"end_column":18,"end_line":69,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":69},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:a64882e851006f33f172bdd0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa:aoa:abyss-stack:anchor:0f670d52415af8a81fe7412a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0f670d52415af8a81fe7412a","label":"Inputs","locator":{"end_column":10,"end_line":29,"fragment":"inputs","pointer":"","start_column":1,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:inputs","source_id":"aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:bc63ce83bd94bf65b8923a51","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bc63ce83bd94bf65b8923a51","label":"await_landing","locator":{"end_column":118,"end_line":2559,"fragment":"","pointer":"","start_column":5,"start_line":2558},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.await_landing","target_ref":"python:milestone_gate"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.await_landing","semantic_key":"python:method:build_graph.await_landing","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/0b.jsonl b/kag/indexes/shards/anchor/0b.jsonl
index 29d36343da..442e76bea3 100644
--- a/kag/indexes/shards/anchor/0b.jsonl
+++ b/kag/indexes/shards/anchor/0b.jsonl
@@ -68,6 +68,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9905c34186b451f06489c26e:aoa:abyss-stack:anchor:e08b3a49d80fc9186509ba04","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e08b3a49d80fc9186509ba04","label":"test_matching_transition_wins_over_cost_deferral","locator":{"end_column":46,"end_line":303,"fragment":"","pointer":"","start_column":1,"start_line":281},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_matching_transition_wins_over_cost_deferral","target_ref":"python:MODULE.observe_once"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_matching_transition_wins_over_cost_deferral","target_ref":"python:_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_matching_transition_wins_over_cost_deferral","target_ref":"python:observation"}],"parser_ref":"python-ast@1","qualified_name":"test_matching_transition_wins_over_cost_deferral","semantic_key":"python:function:test_matching_transition_wins_over_cost_deferral","source_id":"aoa:abyss-stack:artifact:9905c34186b451f06489c26e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b4009591ed6797d6c2c0038:aoa:abyss-stack:anchor:315c14987e0693c2f7f191e4","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:315c14987e0693c2f7f191e4","label":"antifragility-posture","locator":{"end_column":59,"end_line":9,"fragment":"","pointer":"","start_column":3,"start_line":9},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-repair-parts","target_ref":"antifragility-posture/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:9:3:0:antifragility-posture/README.md","source_id":"aoa:abyss-stack:artifact:9b4009591ed6797d6c2c0038","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d0443ad282c2f740320debe:aoa:abyss-stack:anchor:7a6de7f4bf0fc08253573c72","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7a6de7f4bf0fc08253573c72","label":"model_config_list","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/model_config_list","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/model_config_list","source_id":"aoa:abyss-stack:artifact:9d0443ad282c2f740320debe","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:219acda9e27842ba74fc5b27","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:219acda9e27842ba74fc5b27","label":"_contains_surrogate","locator":{"end_column":74,"end_line":597,"fragment":"","pointer":"","start_column":1,"start_line":594},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contains_surrogate","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contains_surrogate","target_ref":"python:ord"}],"parser_ref":"python-ast@1","qualified_name":"_contains_surrogate","semantic_key":"python:function:_contains_surrogate","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:4e04a7026c5212fe26346cb9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4e04a7026c5212fe26346cb9","label":"write_json","locator":{"end_column":37,"end_line":256,"fragment":"","pointer":"","start_column":1,"start_line":255},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_json","target_ref":"python:TRIALS.write_json"}],"parser_ref":"python-ast@1","qualified_name":"write_json","semantic_key":"python:function:write_json","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a47d71b9cbd98a3e1e661c6a:aoa:abyss-stack:anchor:bd94699d9c91773df89373aa","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:bd94699d9c91773df89373aa","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a47d71b9cbd98a3e1e661c6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:17435ea14c49b1f5ea97255b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:17435ea14c49b1f5ea97255b","label":"diagnostic surface","locator":{"end_column":21,"end_line":381,"fragment":"diagnostic-surface","pointer":"","start_column":1,"start_line":381},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:diagnostic-surface","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/0c.jsonl b/kag/indexes/shards/anchor/0c.jsonl
index 75da808c5e..6d65e11d20 100644
--- a/kag/indexes/shards/anchor/0c.jsonl
+++ b/kag/indexes/shards/anchor/0c.jsonl
@@ -47,10 +47,12 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:56e52e05013cef8d6435b78c:aoa:abyss-stack:anchor:d8a622c5d54db8188a5258af","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d8a622c5d54db8188a5258af","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:56e52e05013cef8d6435b78c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:5b945dfc5b441c6af885e12e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5b945dfc5b441c6af885e12e","label":"_reject_duplicate_json_keys","locator":{"end_column":18,"end_line":319,"fragment":"","pointer":"","start_column":1,"start_line":308},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reject_duplicate_json_keys","target_ref":"python:LandingEffectGrantError"}],"parser_ref":"python-ast@1","qualified_name":"_reject_duplicate_json_keys","semantic_key":"python:function:_reject_duplicate_json_keys","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:639845f04d90e91ac6432080:aoa:abyss-stack:anchor:055af197d8bcc0c572ba87e7","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:055af197d8bcc0c572ba87e7","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:639845f04d90e91ac6432080","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:3d039ef08cc44cba955832e3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3d039ef08cc44cba955832e3","label":"test_receipt_failure_rolls_back_current_promotion","locator":{"end_column":50,"end_line":2808,"fragment":"","pointer":"","start_column":5,"start_line":2794},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:backup.rename"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:self.runtime.receipts_path.rename"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:self.runtime.receipts_path.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:self.runtime.receipts_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_receipt_failure_rolls_back_current_promotion","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:666f6f66a50b73a7c318a4e6:aoa:abyss-stack:anchor:ee197afbaf28e5007c08cba6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ee197afbaf28e5007c08cba6","label":"Sync","locator":{"end_column":6,"end_line":1,"fragment":"sync","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:sync","source_id":"aoa:abyss-stack:artifact:666f6f66a50b73a7c318a4e6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:667355ef732a3412e27acded:aoa:abyss-stack:anchor:ef6c14cff635d3e601031e3c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ef6c14cff635d3e601031e3c","label":"validate_runtime_lock","locator":{"end_column":14,"end_line":184,"fragment":"","pointer":"","start_column":1,"start_line":63},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:DIRECT_URL_RE.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:DIRECT_URL_RE.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:HASH_RE.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:LOCK_DIRECT_URL_RE.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:LOCK_PIN_RE.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:PIN_RE.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:PIN_RE.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:constraints.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:constraints_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:direct_match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:direct_match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:direct_match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:following.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:following.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:hashes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:line.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:lock_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:lock_text.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:normalized_package"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:normalized_package"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:normalized_package"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:pyproject_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:raw_line.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:raw_line.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:selected.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:selected.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:selected.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:stripped.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_lock","target_ref":"python:tomllib.loads"}],"parser_ref":"python-ast@1","qualified_name":"validate_runtime_lock","semantic_key":"python:function:validate_runtime_lock","source_id":"aoa:abyss-stack:artifact:667355ef732a3412e27acded","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:1c3404d93a88e1f98a8d1f24","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:1c3404d93a88e1f98a8d1f24","label":"boundary","locator":{"end_column":13,"end_line":24,"fragment":"","pointer":"/complexity_basis/boundary","start_column":3,"start_line":24},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/complexity_basis/boundary","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b623d738010f930bf73db8a:aoa:abyss-stack:anchor:4c811435ff7177d82244928a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4c811435ff7177d82244928a","label":"id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/id","source_id":"aoa:abyss-stack:artifact:6b623d738010f930bf73db8a","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:993adec4cd833cfff1d14db9","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:993adec4cd833cfff1d14db9","label":"transition","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/transition","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/transition","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:2037b797ddd3f795031f60ca","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2037b797ddd3f795031f60ca","label":"_string_at","locator":{"end_column":16,"end_line":524,"fragment":"","pointer":"","start_column":1,"start_line":517},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_string_at","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_string_at","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_string_at","target_ref":"python:value.get"}],"parser_ref":"python-ast@1","qualified_name":"_string_at","semantic_key":"python:function:_string_at","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:fe65434666df9d420d1a4786","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fe65434666df9d420d1a4786","label":"_nonempty_string","locator":{"end_column":17,"end_line":193,"fragment":"","pointer":"","start_column":1,"start_line":188},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_nonempty_string","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_nonempty_string","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_nonempty_string","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_nonempty_string","target_ref":"python:value.strip"}],"parser_ref":"python-ast@1","qualified_name":"_nonempty_string","semantic_key":"python:function:_nonempty_string","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:717dc2618c64ed6b912de743:aoa:abyss-stack:anchor:33e1b91835e43cb476e6d77d","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:33e1b91835e43cb476e6d77d","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:717dc2618c64ed6b912de743","symbol_kind":"json_key"}
@@ -73,6 +75,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:97434335e05ee13ef4e1d80e:aoa:abyss-stack:anchor:4320c9261b23258bbe7add5b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4320c9261b23258bbe7add5b","label":"Next candidates","locator":{"end_column":18,"end_line":22,"fragment":"next-candidates","pointer":"","start_column":1,"start_line":22},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:next-candidates","source_id":"aoa:abyss-stack:artifact:97434335e05ee13ef4e1d80e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:f2e788a9d2a7083e1399a6df","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f2e788a9d2a7083e1399a6df","label":"_field_names","locator":{"end_column":61,"end_line":818,"fragment":"","pointer":"","start_column":1,"start_line":817},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_field_names","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_field_names","semantic_key":"python:function:_field_names","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:99830f7811fc3c7c2222673c:aoa:abyss-stack:anchor:f10ec3a8f2178a71f33968c7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f10ec3a8f2178a71f33968c7","label":"_loopback_transport_security","locator":{"end_column":6,"end_line":144,"fragment":"","pointer":"","start_column":1,"start_line":130},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_loopback_transport_security","target_ref":"python:TransportSecuritySettings"}],"parser_ref":"python-ast@1","qualified_name":"_loopback_transport_security","semantic_key":"python:function:_loopback_transport_security","source_id":"aoa:abyss-stack:artifact:99830f7811fc3c7c2222673c","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:78978054fad827b38b6b7286","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:78978054fad827b38b6b7286","label":"_file_map","locator":{"end_column":14,"end_line":2156,"fragment":"","pointer":"","start_column":1,"start_line":2143},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_map","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_map","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_map","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_map","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_map","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_map","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_map","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_map","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_map","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_map","target_ref":"python:value.items"}],"parser_ref":"python-ast@1","qualified_name":"_file_map","semantic_key":"python:function:_file_map","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:f8b046a9082ed2a78f0f62b3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f8b046a9082ed2a78f0f62b3","label":"_definition","locator":{"end_column":25,"end_line":1941,"fragment":"","pointer":"","start_column":5,"start_line":1903},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._definition","target_ref":"python:_anchor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._definition","target_ref":"python:_anchor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._definition","target_ref":"python:_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._definition","target_ref":"python:_symbol_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._definition","target_ref":"python:definition.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._definition","target_ref":"python:self._relation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._definition","target_ref":"python:self.occurrences.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._definition","target_ref":"python:self.symbols.append"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor._definition","semantic_key":"python:method:_PythonObservationVisitor._definition","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41:aoa:abyss-stack:anchor:dd342609a89a7341e62c25b7","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:dd342609a89a7341e62c25b7","label":"LangGraph sidecar origin and promoted role","locator":{"end_column":45,"end_line":142,"fragment":"langgraph-sidecar-origin-and-promoted-role","pointer":"","start_column":1,"start_line":142},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:langgraph-sidecar-origin-and-promoted-role","source_id":"aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa:aoa:abyss-stack:anchor:1450bb7c3401b29a85e2772b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1450bb7c3401b29a85e2772b","label":"Validation","locator":{"end_column":14,"end_line":46,"fragment":"validation","pointer":"","start_column":1,"start_line":46},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation","source_id":"aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:b045aead3706f8be72a3032d:aoa:abyss-stack:anchor:2380b8360c7c115845e0e145","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2380b8360c7c115845e0e145","label":"_safe_relative","locator":{"end_column":17,"end_line":95,"fragment":"","pointer":"","start_column":1,"start_line":85},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_relative","target_ref":"python:ProjectionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_relative","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_relative","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_relative","target_ref":"python:value.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_relative","target_ref":"python:value.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_safe_relative","semantic_key":"python:function:_safe_relative","source_id":"aoa:abyss-stack:artifact:b045aead3706f8be72a3032d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/0e.jsonl b/kag/indexes/shards/anchor/0e.jsonl
index 535d83647e..5851ab9226 100644
--- a/kag/indexes/shards/anchor/0e.jsonl
+++ b/kag/indexes/shards/anchor/0e.jsonl
@@ -36,6 +36,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:604dde0202beb7e732805d21:aoa:abyss-stack:anchor:5da2ff0842dec9c00456d76c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5da2ff0842dec9c00456d76c","label":"main","locator":{"end_column":13,"end_line":152,"fragment":"","pointer":"","start_column":1,"start_line":144},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:args.output.expanduser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:compose_overlays"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:604dde0202beb7e732805d21","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61953fe600e446c8d9491770:aoa:abyss-stack:anchor:89ab1622f0d44adf87854cdf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:89ab1622f0d44adf87854cdf","label":"test_default_stack_root_is_current_checkout","locator":{"end_column":66,"end_line":22,"fragment":"","pointer":"","start_column":1,"start_line":18},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_default_stack_root_is_current_checkout","target_ref":"python:Path"}],"parser_ref":"python-ast@1","qualified_name":"test_default_stack_root_is_current_checkout","semantic_key":"python:function:test_default_stack_root_is_current_checkout","source_id":"aoa:abyss-stack:artifact:61953fe600e446c8d9491770","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56:aoa:abyss-stack:anchor:9a34b9f2fa9e613c1cc48d5b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9a34b9f2fa9e613c1cc48d5b","label":"_run_bridge","locator":{"end_column":20,"end_line":160,"fragment":"","pointer":"","start_column":1,"start_line":135},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:BRIDGE_PATH.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:completed.stderr.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:completed.stdout.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:response.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:response.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:response.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:shutil.which"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_bridge","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"_run_bridge","semantic_key":"python:function:_run_bridge","source_id":"aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:8a7167ab9ad96bc7f4b12b62","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8a7167ab9ad96bc7f4b12b62","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:306e33992e91fa97b0dcd7a3","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:306e33992e91fa97b0dcd7a3","label":"findings","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/findings","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/findings","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6e0bb2474e227bfae1faae8d:aoa:abyss-stack:anchor:6623beaa163fc6c3e2a180ec","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6623beaa163fc6c3e2a180ec","label":"load_names","locator":{"end_column":6,"end_line":28,"fragment":"","pointer":"","start_column":1,"start_line":23},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_names","target_ref":"python:line.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_names","target_ref":"python:line.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_names","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"load_names","semantic_key":"python:function:load_names","source_id":"aoa:abyss-stack:artifact:6e0bb2474e227bfae1faae8d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:6083153320c682c7404ad30a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6083153320c682c7404ad30a","label":"_atomic_write_json","locator":{"end_column":14,"end_line":3290,"fragment":"","pointer":"","start_column":1,"start_line":3263},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_json","target_ref":"python:handle.fileno"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_json","target_ref":"python:handle.flush"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_json","target_ref":"python:handle.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_json","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_json","target_ref":"python:os.fdopen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_json","target_ref":"python:os.fsync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_json","target_ref":"python:os.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_json","target_ref":"python:os.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_json","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_json","target_ref":"python:tempfile.mkstemp"}],"parser_ref":"python-ast@1","qualified_name":"_atomic_write_json","semantic_key":"python:function:_atomic_write_json","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:70b05802d66baebb36162603:aoa:abyss-stack:anchor:fddbff87944809f6c75c0e67","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:fddbff87944809f6c75c0e67","label":"aoa-stats-mcp","locator":{"end_column":15,"end_line":1,"fragment":"aoa-stats-mcp","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:aoa-stats-mcp","source_id":"aoa:abyss-stack:artifact:70b05802d66baebb36162603","symbol_kind":""}
@@ -64,6 +66,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:6edf786586fff7b5455dc534","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6edf786586fff7b5455dc534","label":"server_close","locator":{"end_column":48,"end_line":2040,"fragment":"","pointer":"","start_column":5,"start_line":2031},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewWorkbenchServer.server_close","target_ref":"python:fcntl.flock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewWorkbenchServer.server_close","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewWorkbenchServer.server_close","target_ref":"python:super"}],"parser_ref":"python-ast@1","qualified_name":"ReviewWorkbenchServer.server_close","semantic_key":"python:method:ReviewWorkbenchServer.server_close","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:f6225475ebb24c81bb906a1b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f6225475ebb24c81bb906a1b","label":"_split_lines","locator":{"end_column":73,"end_line":1998,"fragment":"","pointer":"","start_column":1,"start_line":1995},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_split_lines","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_split_lines","target_ref":"python:line.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_split_lines","target_ref":"python:line.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_split_lines","target_ref":"python:value.splitlines"}],"parser_ref":"python-ast@1","qualified_name":"_split_lines","semantic_key":"python:function:_split_lines","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5:aoa:abyss-stack:anchor:0da1542b7edd7cf1ac90fe0f","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:0da1542b7edd7cf1ac90fe0f","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:7b247df3bf245683221eb829","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7b247df3bf245683221eb829","label":"_refresh_unlocked","locator":{"end_column":21,"end_line":6553,"fragment":"","pointer":"","start_column":5,"start_line":6423},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:_state_files"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:_write_json_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:_write_json_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:_write_json_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:_write_json_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:_write_json_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:existing_last_good.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:existing_last_good.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:parsed.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:previous_current.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:previous_current.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:previous_current.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:records.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:reused.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:scanned.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._bound_observation_records"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._expected_invalidation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._persist_historical_trust_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._prepare_receipt_directory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._run_provider_work_queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._scan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._source_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._state_identity_matches_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._state_identity_matches_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._state_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._write_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self._write_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self.candidate_path.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self.current_path.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:self.last_good_path.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:source_epoch.removeprefix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_unlocked","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._refresh_unlocked","semantic_key":"python:method:LiveCodeIntelligenceRuntime._refresh_unlocked","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:a3110df6c4f5cfbd993d08f8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a3110df6c4f5cfbd993d08f8","label":"from_file","locator":{"end_column":22,"end_line":2472,"fragment":"","pointer":"","start_column":5,"start_line":2390},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_AuthenticatedMachineEvidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_validate_config_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:_validate_machine_evidence_gate_bundle"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:cls"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:evidence_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:evidence_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:owner_boundaries.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:supplied_evidence_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.from_file","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceConfig.from_file","semantic_key":"python:method:LiveCodeIntelligenceConfig.from_file","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2c2d29c6a46afa25c2aaf9f:aoa:abyss-stack:anchor:8c4b5afb2dfa5be042314fe4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8c4b5afb2dfa5be042314fe4","label":"Governed Execution Docs","locator":{"end_column":25,"end_line":1,"fragment":"governed-execution-docs","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:governed-execution-docs","source_id":"aoa:abyss-stack:artifact:a2c2d29c6a46afa25c2aaf9f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:321402b069cfa358c1c57ab4","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:321402b069cfa358c1c57ab4","label":"shared_buffers=${AOA_POSTGRES_SHARED_BUFFERS","locator":{"end_column":62,"end_line":40,"fragment":"","pointer":"/services/postgres/command/2/shared_buffers=${AOA_POSTGRES_SHARED_BUFFERS","start_column":7,"start_line":40},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/command/2/shared_buffers=${AOA_POSTGRES_SHARED_BUFFERS","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41:aoa:abyss-stack:anchor:a7438d8f26a55dfd8932418b","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:a7438d8f26a55dfd8932418b","label":"LANGGRAPH_PILOT","locator":{"end_column":69,"end_line":158,"fragment":"","pointer":"","start_column":5,"start_line":158},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:langgraph-sidecar-origin-and-promoted-role","target_ref":"../../langgraph-pilot/docs/LANGGRAPH_PILOT.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:158:5:0:../../langgraph-pilot/docs/LANGGRAPH_PILOT.md","source_id":"aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/0f.jsonl b/kag/indexes/shards/anchor/0f.jsonl
index ab8e503d4e..09aa406a68 100644
--- a/kag/indexes/shards/anchor/0f.jsonl
+++ b/kag/indexes/shards/anchor/0f.jsonl
@@ -3,7 +3,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:0364a8a294e82cd164bff95d:aoa:abyss-stack:anchor:8a8dcfbc6829d2bd3c7733f4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8a8dcfbc6829d2bd3c7733f4","label":"read","locator":{"end_column":57,"end_line":46,"fragment":"","pointer":"","start_column":5,"start_line":45},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeHTTPResponse.read","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"FakeHTTPResponse.read","semantic_key":"python:method:FakeHTTPResponse.read","source_id":"aoa:abyss-stack:artifact:0364a8a294e82cd164bff95d","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:ac1ffa8c440e260055a29581","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ac1ffa8c440e260055a29581","label":"bounded_text_slice","locator":{"end_column":40,"end_line":5480,"fragment":"","pointer":"","start_column":1,"start_line":5458},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bounded_text_slice","target_ref":"python:excerpt.rsplit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bounded_text_slice","target_ref":"python:kept.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bounded_text_slice","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bounded_text_slice","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bounded_text_slice","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bounded_text_slice","target_ref":"python:raw.rstrip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bounded_text_slice","target_ref":"python:text.splitlines"}],"parser_ref":"python-ast@1","qualified_name":"bounded_text_slice","semantic_key":"python:function:bounded_text_slice","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:04efe38d8dd3e932ee61397e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:04efe38d8dd3e932ee61397e","label":"test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","locator":{"end_column":66,"end_line":914,"fragment":"","pointer":"","start_column":5,"start_line":845},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:combined_stdout.count"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:combined_stdout.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:env.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:fake_bin.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:process.communicate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:python.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:python.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:race_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:self.assertNotRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:self.assertRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:subprocess.Popen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:token_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:token_path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","target_ref":"python:zip"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","semantic_key":"python:method:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_concurrent_first_write_keeps_one_valid_winner","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:f722ad46eb5d6bf504598c83","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f722ad46eb5d6bf504598c83","label":"[0.1.0] - 2026-04-01","locator":{"end_column":23,"end_line":1591,"fragment":"010-2026-04-01","pointer":"","start_column":1,"start_line":1591},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:010-2026-04-01","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:f722ad46eb5d6bf504598c83","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f722ad46eb5d6bf504598c83","label":"[0.1.0] - 2026-04-01","locator":{"end_column":23,"end_line":1595,"fragment":"010-2026-04-01","pointer":"","start_column":1,"start_line":1595},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:010-2026-04-01","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f:aoa:abyss-stack:anchor:722f7db940b659866d9ee6d2","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:722f7db940b659866d9ee6d2","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0c7d49af37bd74777d987c5f:aoa:abyss-stack:anchor:b795d1fca89bc17db112f562","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:b795d1fca89bc17db112f562","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0c7d49af37bd74777d987c5f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f8ad385c764e91ef87891e0:aoa:abyss-stack:anchor:22f87b73d4370b011592e454","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:22f87b73d4370b011592e454","label":"KeeperContourStatus","locator":{"end_column":59,"end_line":56,"fragment":"","pointer":"","start_column":1,"start_line":36},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KeeperContourStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KeeperContourStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KeeperContourStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KeeperContourStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KeeperContourStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KeeperContourStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KeeperContourStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KeeperContourStatus","target_ref":"python:Field"}],"parser_ref":"python-ast@1","qualified_name":"KeeperContourStatus","semantic_key":"python:class:KeeperContourStatus","source_id":"aoa:abyss-stack:artifact:0f8ad385c764e91ef87891e0","symbol_kind":"class"}
@@ -48,6 +48,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:59fb92cfa1d44710c74302b6:aoa:abyss-stack:anchor:c14e8625a3df9857f2e218fa","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c14e8625a3df9857f2e218fa","label":"Source surfaces","locator":{"end_column":18,"end_line":125,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":125},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:59fb92cfa1d44710c74302b6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:631cf4e987490ff73e6d49f6:aoa:abyss-stack:anchor:13e58b2c0ec8210aadda398d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:13e58b2c0ec8210aadda398d","label":"_state","locator":{"end_column":6,"end_line":52,"fragment":"","pointer":"","start_column":1,"start_line":42},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_state","target_ref":"python:AoATelegramConnectorMCPState"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_state","target_ref":"python:AoATelegramConnectorMCPState.discover"}],"parser_ref":"python-ast@1","qualified_name":"_state","semantic_key":"python:function:_state","source_id":"aoa:abyss-stack:artifact:631cf4e987490ff73e6d49f6","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:637e59c7cf8f0dbec905f69e:aoa:abyss-stack:anchor:d01ae1f5de6e0c00d8cb4274","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d01ae1f5de6e0c00d8cb4274","label":"KeeperSpecBuildEntry","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/KeeperSpecBuildEntry","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"KeeperSpecBuildEntry","semantic_key":"json:/$defs/KeeperSpecBuildEntry","source_id":"aoa:abyss-stack:artifact:637e59c7cf8f0dbec905f69e","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:8fe71482fbeaf99d28f974e0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8fe71482fbeaf99d28f974e0","label":"test_executable_boundary_rejects_unsigned_machine_evidence","locator":{"end_column":88,"end_line":2477,"fragment":"","pointer":"","start_column":5,"start_line":2449},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:evidence_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_executable_boundary_rejects_unsigned_machine_evidence","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8:aoa:abyss-stack:anchor:d4c770202f6d1a46f6634870","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d4c770202f6d1a46f6634870","label":"load_json","locator":{"end_column":56,"end_line":51,"fragment":"","pointer":"","start_column":1,"start_line":50},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"load_json","semantic_key":"python:function:load_json","source_id":"aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:9a473c974ff417a64c9b56f0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9a473c974ff417a64c9b56f0","label":"ExternalCodexReturnError","locator":{"end_column":61,"end_line":63,"fragment":"","pointer":"","start_column":1,"start_line":62},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"ExternalCodexReturnError","semantic_key":"python:class:ExternalCodexReturnError","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6e0bb2474e227bfae1faae8d:aoa:abyss-stack:anchor:c68b7a8ef45cf1eea5e1a237","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c68b7a8ef45cf1eea5e1a237","label":"validate_policy","locator":{"end_column":6,"end_line":99,"fragment":"","pointer":"","start_column":1,"start_line":82},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_policy","target_ref":"python:service_selection.validate_service_selection_policy"}],"parser_ref":"python-ast@1","qualified_name":"validate_policy","semantic_key":"python:function:validate_policy","source_id":"aoa:abyss-stack:artifact:6e0bb2474e227bfae1faae8d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/10.jsonl b/kag/indexes/shards/anchor/10.jsonl
index f94793799a..0d297475f0 100644
--- a/kag/indexes/shards/anchor/10.jsonl
+++ b/kag/indexes/shards/anchor/10.jsonl
@@ -65,6 +65,10 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:02d0bd5e54e00132dc01cf94","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:02d0bd5e54e00132dc01cf94","label":"route_from_phase","locator":{"end_column":73,"end_line":2459,"fragment":"","pointer":"","start_column":5,"start_line":2457},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.route_from_phase","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.route_from_phase","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.route_from_phase","semantic_key":"python:method:build_graph.route_from_phase","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:93282b05d499b207d902297d:aoa:abyss-stack:anchor:2c96eb17fb34684427f4cac0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2c96eb17fb34684427f4cac0","label":"test_update_w4_index_submits_closeout_only_once_after_terminal_status","locator":{"end_column":54,"end_line":140,"fragment":"","pointer":"","start_column":5,"start_line":77},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:case_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:load_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:log_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:mirror_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:module.case_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:module.update_w4_index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:module.update_w4_index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:module.wave_closeout_base_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:preexisting_status.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","semantic_key":"python:method:AoALocalAiTrialsTests.test_update_w4_index_submits_closeout_only_once_after_terminal_status","source_id":"aoa:abyss-stack:artifact:93282b05d499b207d902297d","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:a108d847062ef19cb8fa7466","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a108d847062ef19cb8fa7466","label":"_is_candidate_protocol","locator":{"end_column":54,"end_line":792,"fragment":"","pointer":"","start_column":1,"start_line":791},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_is_candidate_protocol","semantic_key":"python:function:_is_candidate_protocol","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:05926b6e545f2ad39f796443","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:05926b6e545f2ad39f796443","label":"traversal_error","locator":{"end_column":23,"end_line":4148,"fragment":"","pointer":"","start_column":9,"start_line":4145},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan.traversal_error","target_ref":"python:LiveCodeIntelligenceError"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._scan.traversal_error","semantic_key":"python:method:LiveCodeIntelligenceRuntime._scan.traversal_error","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:8368d522e00dfd2375e257f2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8368d522e00dfd2375e257f2","label":"_parse_file","locator":{"end_column":6,"end_line":2140,"fragment":"","pointer":"","start_column":1,"start_line":2063},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:_PythonObservationVisitor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:ast.parse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_file","target_ref":"python:visitor.visit"}],"parser_ref":"python-ast@1","qualified_name":"_parse_file","semantic_key":"python:function:_parse_file","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:9744bb9e981328cc9cec73a7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9744bb9e981328cc9cec73a7","label":"_transition_digest","locator":{"end_column":10,"end_line":5817,"fragment":"","pointer":"","start_column":5,"start_line":5811},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._transition_digest","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._transition_digest","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._transition_digest","target_ref":"python:dict"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._transition_digest","semantic_key":"python:method:LiveCodeIntelligenceRuntime._transition_digest","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:b63bbb36559a4c4a06526955","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b63bbb36559a4c4a06526955","label":"visit_Name","locator":{"end_column":33,"end_line":2044,"fragment":"","pointer":"","start_column":5,"start_line":2030},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Name","target_ref":"python:_anchor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Name","target_ref":"python:_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Name","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Name","target_ref":"python:node.ctx.__class__.__name__.lower"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Name","target_ref":"python:self.generic_visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Name","target_ref":"python:self.occurrences.append"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.visit_Name","semantic_key":"python:method:_PythonObservationVisitor.visit_Name","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a56b27fb28bf632e26dc3614:aoa:abyss-stack:anchor:17bdb785e78eb2268cd2f69d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:17bdb785e78eb2268cd2f69d","label":"compose presets","locator":{"end_column":17,"end_line":1,"fragment":"compose-presets","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:compose-presets","source_id":"aoa:abyss-stack:artifact:a56b27fb28bf632e26dc3614","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab93c89556a12defe26957ed:aoa:abyss-stack:anchor:312f1ed1efac31e7ef39f68d","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:312f1ed1efac31e7ef39f68d","label":"stable_registration_unchanged","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/stable_registration_unchanged","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/stable_registration_unchanged","source_id":"aoa:abyss-stack:artifact:ab93c89556a12defe26957ed","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:b084553b3b4d66d1ef058fee:aoa:abyss-stack:anchor:7f36237650c1f1d08faae539","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7f36237650c1f1d08faae539","label":"validate_active_organ_runtime_delivery_contract","locator":{"end_column":14,"end_line":235,"fragment":"","pointer":"","start_column":1,"start_line":132},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:Draft202012Validator.check_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:apply_active_organ_delivery_negative_mutations"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:base_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:examples_root.glob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:negative_corpus.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:negative_corpus.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:negative_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:negative_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:negative_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:negative_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:observed_states.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:schema_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:validate_active_organ_runtime_delivery_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_active_organ_runtime_delivery_contract","target_ref":"python:validate_active_organ_runtime_delivery_payload"}],"parser_ref":"python-ast@1","qualified_name":"validate_active_organ_runtime_delivery_contract","semantic_key":"python:function:validate_active_organ_runtime_delivery_contract","source_id":"aoa:abyss-stack:artifact:b084553b3b4d66d1ef058fee","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/11.jsonl b/kag/indexes/shards/anchor/11.jsonl
index c6907fec0f..6c9f0ccf4c 100644
--- a/kag/indexes/shards/anchor/11.jsonl
+++ b/kag/indexes/shards/anchor/11.jsonl
@@ -60,6 +60,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:93282b05d499b207d902297d:aoa:abyss-stack:anchor:36ec8d1387183c017b154faa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:36ec8d1387183c017b154faa","label":"AoALocalAiTrialsTests","locator":{"end_column":61,"end_line":244,"fragment":"","pointer":"","start_column":1,"start_line":43},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"AoALocalAiTrialsTests","semantic_key":"python:class:AoALocalAiTrialsTests","source_id":"aoa:abyss-stack:artifact:93282b05d499b207d902297d","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:55eab81653c3b8b89c3a7273","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:55eab81653c3b8b89c3a7273","label":"surface_type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/surface_type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/surface_type","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:27f614d4872561b39cc279b6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:27f614d4872561b39cc279b6","label":"submit","locator":{"end_column":41,"end_line":1992,"fragment":"","pointer":"","start_column":5,"start_line":1922},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:_atomic_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:_atomic_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:_atomic_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:_missing_fields"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:_missing_fields"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:self._draft_rows"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:self.public_session"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:self.public_session"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:self.session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:self.state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:self.state.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.submit","target_ref":"python:self.synchronize_session_control"}],"parser_ref":"python-ast@1","qualified_name":"ReviewContext.submit","semantic_key":"python:method:ReviewContext.submit","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:a58b5c472544923ed7625b98","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a58b5c472544923ed7625b98","label":"_mapping","locator":{"end_column":17,"end_line":649,"fragment":"","pointer":"","start_column":1,"start_line":646},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_mapping","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_mapping","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"_mapping","semantic_key":"python:function:_mapping","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41:aoa:abyss-stack:anchor:d78522ee614f00b60725aaec","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d78522ee614f00b60725aaec","label":"LOCAL AI TRIALS","locator":{"end_column":17,"end_line":1,"fragment":"local-ai-trials","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:local-ai-trials","source_id":"aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8:aoa:abyss-stack:anchor:d4f8205f3b79971c5f1ea279","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d4f8205f3b79971c5f1ea279","label":"process_stopped","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/process_stopped","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/process_stopped","source_id":"aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa:aoa:abyss-stack:anchor:391945873dab5497d1433197","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:391945873dab5497d1433197","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa","symbol_kind":""}
@@ -86,6 +87,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:de27d048e46bd92a80f3f410:aoa:abyss-stack:anchor:82fedb309a8b97f7aa866437","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:82fedb309a8b97f7aa866437","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:de27d048e46bd92a80f3f410","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e4b2a1d254ede2be1e28488f:aoa:abyss-stack:anchor:616a10701e3e971e4462e49a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:616a10701e3e971e4462e49a","label":"_check_raw_line_ref","locator":{"end_column":10,"end_line":9087,"fragment":"","pointer":"","start_column":5,"start_line":9064},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._check_raw_line_ref","target_ref":"python:_is_under"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._check_raw_line_ref","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._check_raw_line_ref","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._check_raw_line_ref","target_ref":"python:raw_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._check_raw_line_ref","target_ref":"python:raw_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._check_raw_line_ref","target_ref":"python:raw_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._check_raw_line_ref","target_ref":"python:raw_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._check_raw_line_ref","target_ref":"python:raw_path.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._check_raw_line_ref","target_ref":"python:ref.split"}],"parser_ref":"python-ast@1","qualified_name":"AoASessionMemoryMCPState._check_raw_line_ref","semantic_key":"python:method:AoASessionMemoryMCPState._check_raw_line_ref","source_id":"aoa:abyss-stack:artifact:e4b2a1d254ede2be1e28488f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e4f98631d57f5e2350f4e9c7:aoa:abyss-stack:anchor:1b244747f1b6909a4ce774b0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1b244747f1b6909a4ce774b0","label":"_memory_object_filters_match","locator":{"end_column":90,"end_line":2601,"fragment":"","pointer":"","start_column":5,"start_line":2567},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:filter_values.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:filters.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:source_object.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:source_object.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:source_object.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:source_object.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:source_object.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:source_object.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:source_object.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:source_object.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:source_object.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:source_object.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._memory_object_filters_match","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"AoAMemoMCPState._memory_object_filters_match","semantic_key":"python:method:AoAMemoMCPState._memory_object_filters_match","source_id":"aoa:abyss-stack:artifact:e4f98631d57f5e2350f4e9c7","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f:aoa:abyss-stack:anchor:1bdaec413069da787ccb8c3b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1bdaec413069da787ccb8c3b","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ea418373a3de408f7f920b8b:aoa:abyss-stack:anchor:7d972f0742943d286b28e2e5","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:7d972f0742943d286b28e2e5","label":"schema","locator":{"end_column":17,"end_line":25,"fragment":"","pointer":"/schema_config/configs/0/schema","start_column":7,"start_line":25},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/schema_config/configs/0/schema","source_id":"aoa:abyss-stack:artifact:ea418373a3de408f7f920b8b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ebd094489b277783f911ea74:aoa:abyss-stack:anchor:06c520d9767afac9defdb8bd","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:06c520d9767afac9defdb8bd","label":"ABYSS-STACK-D-0052 Machine Fit Validator Module","locator":{"end_column":107,"end_line":124,"fragment":"","pointer":"","start_column":3,"start_line":124},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:machine-fit","target_ref":"../ABYSS-STACK-D-0052-machine-fit-validator-module.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:124:3:0:../ABYSS-STACK-D-0052-machine-fit-validator-module.md","source_id":"aoa:abyss-stack:artifact:ebd094489b277783f911ea74","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:edb23c426231d78e1be63402:aoa:abyss-stack:anchor:16917611175dfe43f31b9d2d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:16917611175dfe43f31b9d2d","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:edb23c426231d78e1be63402","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/13f.jsonl b/kag/indexes/shards/anchor/13f.jsonl
index 58fe4aad03..d6a0b87c80 100644
--- a/kag/indexes/shards/anchor/13f.jsonl
+++ b/kag/indexes/shards/anchor/13f.jsonl
@@ -5,6 +5,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:82255d8b4f53a1703e172cfa:aoa:abyss-stack:anchor:d97d62291c6dfa4eec56372a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d97d62291c6dfa4eec56372a","label":"_median","locator":{"end_column":57,"end_line":61,"fragment":"","pointer":"","start_column":1,"start_line":60},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_median","target_ref":"python:statistics.median"}],"parser_ref":"python-ast@1","qualified_name":"_median","semantic_key":"python:function:_median","source_id":"aoa:abyss-stack:artifact:82255d8b4f53a1703e172cfa","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:88df5ea49111e23f55bb0eec:aoa:abyss-stack:anchor:43573d546ac888fddfb2f72a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:43573d546ac888fddfb2f72a","label":"self_command","locator":{"end_column":27,"end_line":212,"fragment":"","pointer":"","start_column":1,"start_line":210},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:self_command","target_ref":"python:selector_cli_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:self_command","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"self_command","semantic_key":"python:function:self_command","source_id":"aoa:abyss-stack:artifact:88df5ea49111e23f55bb0eec","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:24a232c53bcf0bfbe797f2c8","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:24a232c53bcf0bfbe797f2c8","label":"ABYSS-STACK-D-0100 Project Runtime Approvals into Run Plans","locator":{"end_column":131,"end_line":448,"fragment":"","pointer":"","start_column":3,"start_line":448},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:exact-admission","target_ref":"../ABYSS-STACK-D-0100-project-runtime-approvals-into-run-plans.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:448:3:0:../ABYSS-STACK-D-0100-project-runtime-approvals-into-run-plans.md","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:914f0fbfbab9f560f0b4c53a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:914f0fbfbab9f560f0b4c53a","label":"Next route","locator":{"end_column":14,"end_line":189,"fragment":"next-route","pointer":"","start_column":1,"start_line":189},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:next-route","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5:aoa:abyss-stack:anchor:74a1240d151dddad805d45a9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:74a1240d151dddad805d45a9","label":"_axis","locator":{"end_column":6,"end_line":41,"fragment":"","pointer":"","start_column":1,"start_line":33},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_axis","target_ref":"python:NOW.isoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_axis","target_ref":"python:timedelta"}],"parser_ref":"python-ast@1","qualified_name":"_axis","semantic_key":"python:function:_axis","source_id":"aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6:aoa:abyss-stack:anchor:954685e74dc7ec6433516d32","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:954685e74dc7ec6433516d32","label":"__init__","locator":{"end_column":26,"end_line":43,"fragment":"","pointer":"","start_column":5,"start_line":29},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__init__","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__init__","target_ref":"python:mcp_path.rstrip"}],"parser_ref":"python-ast@1","qualified_name":"_ModernOnlyHTTPApp.__init__","semantic_key":"python:method:_ModernOnlyHTTPApp.__init__","source_id":"aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:b5f0f69efcad06dffd096ef0:aoa:abyss-stack:anchor:54aa7f736fb74f7ceea77aa6","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:54aa7f736fb74f7ceea77aa6","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:b5f0f69efcad06dffd096ef0","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/14.jsonl b/kag/indexes/shards/anchor/14.jsonl
index 7d42df2581..38aa6f3390 100644
--- a/kag/indexes/shards/anchor/14.jsonl
+++ b/kag/indexes/shards/anchor/14.jsonl
@@ -38,6 +38,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5c5f853573e20bed82f10100:aoa:abyss-stack:anchor:1167a0a96a90f46d4437e9ef","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1167a0a96a90f46d4437e9ef","label":"Consequences","locator":{"end_column":15,"end_line":62,"fragment":"consequences","pointer":"","start_column":1,"start_line":62},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:5c5f853573e20bed82f10100","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5c5f853573e20bed82f10100:aoa:abyss-stack:anchor:61ad1291ca3745de934adf2f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:61ad1291ca3745de934adf2f","label":"Rationale","locator":{"end_column":12,"end_line":53,"fragment":"rationale","pointer":"","start_column":1,"start_line":53},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:5c5f853573e20bed82f10100","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5cf511073cba8648076ea457:aoa:abyss-stack:anchor:c2de5aaa7cea9e7fc8c926b2","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:c2de5aaa7cea9e7fc8c926b2","label":"aoa.tuning.posture","locator":{"end_column":37,"end_line":7,"fragment":"","pointer":"/services/langchain-api/labels/aoa.tuning.posture","start_column":7,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/labels/aoa.tuning.posture","source_id":"aoa:abyss-stack:artifact:5cf511073cba8648076ea457","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:7360a017ce6a4b85b39f6729","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7360a017ce6a4b85b39f6729","label":"read_json","locator":{"end_column":60,"end_line":76,"fragment":"","pointer":"","start_column":5,"start_line":75},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.read_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.read_json","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.read_json","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.read_json","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:5c270e37d70263a037224225","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5c270e37d70263a037224225","label":"_write_json","locator":{"end_column":96,"end_line":84,"fragment":"","pointer":"","start_column":1,"start_line":82},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json","target_ref":"python:path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"_write_json","semantic_key":"python:function:_write_json","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:4977c5032cd7fa9297efb3b0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4977c5032cd7fa9297efb3b0","label":"probe","locator":{"end_column":32,"end_line":1230,"fragment":"","pointer":"","start_column":5,"start_line":1228},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_retries_current_socket_across_bounded_restart_gap.probe","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_retries_current_socket_across_bounded_restart_gap.probe","target_ref":"python:probes.append"}],"parser_ref":"python-ast@1","qualified_name":"test_discovery_retries_current_socket_across_bounded_restart_gap.probe","semantic_key":"python:method:test_discovery_retries_current_socket_across_bounded_restart_gap.probe","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2582034fe38a570dd1d2a3:aoa:abyss-stack:anchor:f0e225d35507a59b70d12c4f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f0e225d35507a59b70d12c4f","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:6d2582034fe38a570dd1d2a3","symbol_kind":"json_key"}
@@ -59,6 +60,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:366f8bbf2d1f2a10b351679a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:366f8bbf2d1f2a10b351679a","label":"record_feedback","locator":{"end_column":14,"end_line":1822,"fragment":"","pointer":"","start_column":5,"start_line":1783},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:_append_jsonl"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:_sanitize_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:_sanitize_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:_sanitize_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:note.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:note.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:self._decode_feedback_attachments"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:self._store_feedback_attachments"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.record_feedback","target_ref":"python:self.session.get"}],"parser_ref":"python-ast@1","qualified_name":"ReviewContext.record_feedback","semantic_key":"python:method:ReviewContext.record_feedback","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:83e163aafc8646db7dba095b","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:83e163aafc8646db7dba095b","label":"AOA_RUNTIME_CHAT_MODEL","locator":{"end_column":45,"end_line":63,"fragment":"","pointer":"/services/langchain-api/environment/AOA_RUNTIME_CHAT_MODEL","start_column":7,"start_line":63},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/environment/AOA_RUNTIME_CHAT_MODEL","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e2e7088546da822b0544de2:aoa:abyss-stack:anchor:60edb86d2b6173097dcb0421","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:60edb86d2b6173097dcb0421","label":"Options considered","locator":{"end_column":21,"end_line":29,"fragment":"options-considered","pointer":"","start_column":1,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:9e2e7088546da822b0544de2","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:6445cd692d28cd21c81cb1ab","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6445cd692d28cd21c81cb1ab","label":"_reader_loop","locator":{"end_column":63,"end_line":3058,"fragment":"","pointer":"","start_column":5,"start_line":3005},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:destination.put"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:process.poll"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:self._fail_pending"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:self._fail_pending"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:self._fail_pending"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:self._pending.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:self._read_message"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:self._responses.get_nowait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:self._responses.put_nowait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:self._responses.put_nowait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:self._send"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._reader_loop","target_ref":"python:type"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._reader_loop","semantic_key":"python:method:ManagedLspSession._reader_loop","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:5d7df1f8f741fcd1ee566186","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:5d7df1f8f741fcd1ee566186","label":"\"-c\"","locator":{"end_column":12,"end_line":41,"fragment":"","pointer":"/services/postgres/command/3","start_column":7,"start_line":41},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/command/3","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:f2ce2a72cfaa8586fa3408f7","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:f2ce2a72cfaa8586fa3408f7","label":"labels","locator":{"end_column":11,"end_line":20,"fragment":"","pointer":"/services/qdrant/labels","start_column":5,"start_line":20},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/qdrant/labels","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:238a94e1f3ef34431ac2c775","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:238a94e1f3ef34431ac2c775","label":"title","locator":{"end_column":80,"end_line":3,"fragment":"","pointer":"/title","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/title","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/15.jsonl b/kag/indexes/shards/anchor/15.jsonl
index 151b9961be..c7f41ea93f 100644
--- a/kag/indexes/shards/anchor/15.jsonl
+++ b/kag/indexes/shards/anchor/15.jsonl
@@ -41,6 +41,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:12b4b1761037b74815b99e54","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:12b4b1761037b74815b99e54","label":"_party_offline_bridge_text","locator":{"end_column":4,"end_line":471,"fragment":"","pointer":"","start_column":1,"start_line":444},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_party_offline_bridge_text","semantic_key":"python:function:_party_offline_bridge_text","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:69a5dc57095a5041045b42e0:aoa:abyss-stack:anchor:0928ac30eb8472a159e17fbb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0928ac30eb8472a159e17fbb","label":"artifact_identity","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/artifact_identity","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/artifact_identity","source_id":"aoa:abyss-stack:artifact:69a5dc57095a5041045b42e0","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:69dc0fdecc8dfd77cec5a098:aoa:abyss-stack:anchor:4b5772d3c82e23f12a7ca8b8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4b5772d3c82e23f12a7ca8b8","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:69dc0fdecc8dfd77cec5a098","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:ac283bde005ade11134e9bce","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ac283bde005ade11134e9bce","label":"owner_acceptance_claimed","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/owner_acceptance_claimed","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/owner_acceptance_claimed","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:e6415231ac758f91c6282cd4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e6415231ac758f91c6282cd4","label":"load_governed_backend","locator":{"end_column":18,"end_line":183,"fragment":"","pointer":"","start_column":1,"start_line":171},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_governed_backend","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_governed_backend","target_ref":"python:importlib.util.module_from_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_governed_backend","target_ref":"python:importlib.util.spec_from_file_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_governed_backend","target_ref":"python:spec.loader.exec_module"}],"parser_ref":"python-ast@1","qualified_name":"load_governed_backend","semantic_key":"python:function:load_governed_backend","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7149349cab8fcfdbcb8fc23e:aoa:abyss-stack:anchor:56319be70b1fe93013e2d422","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:56319be70b1fe93013e2d422","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:7149349cab8fcfdbcb8fc23e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:715756e41b133398a9d43463:aoa:abyss-stack:anchor:3a69dc0a98274e2c17ddb944","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3a69dc0a98274e2c17ddb944","label":"`public`","locator":{"end_column":12,"end_line":44,"fragment":"public","pointer":"","start_column":1,"start_line":44},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:public","source_id":"aoa:abyss-stack:artifact:715756e41b133398a9d43463","symbol_kind":""}
@@ -59,6 +60,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:b8807ccb38f3bf5e075b99c8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b8807ccb38f3bf5e075b99c8","label":"evidence separation","locator":{"end_column":22,"end_line":441,"fragment":"evidence-separation","pointer":"","start_column":1,"start_line":441},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:evidence-separation","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:ebf9a15ba5109050ec6fffd2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ebf9a15ba5109050ec6fffd2","label":"capability projection","locator":{"end_column":24,"end_line":292,"fragment":"capability-projection","pointer":"","start_column":1,"start_line":292},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:capability-projection","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:665afe2ab9af255854afb8a4","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:665afe2ab9af255854afb8a4","label":"hourly_window","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/hourly_window","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/hourly_window","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14:aoa:abyss-stack:anchor:42a678fa1d3da995eddfc0f3","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:42a678fa1d3da995eddfc0f3","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f:aoa:abyss-stack:anchor:4001159c2dc1df780f7d220a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4001159c2dc1df780f7d220a","label":"2026-08-13 - Exact owner run-plan and realization admission","locator":{"end_column":62,"end_line":302,"fragment":"2026-08-13-exact-owner-run-plan-and-realization-admission","pointer":"","start_column":1,"start_line":302},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-08-13-exact-owner-run-plan-and-realization-admission","source_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:a72f9a180aa153a16b0a32a6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a72f9a180aa153a16b0a32a6","label":"scenario_root","locator":{"end_column":55,"end_line":206,"fragment":"","pointer":"","start_column":1,"start_line":205},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:scenario_root","target_ref":"python:TRIALS.case_dir"}],"parser_ref":"python-ast@1","qualified_name":"scenario_root","semantic_key":"python:function:scenario_root","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a31465c53e46ca5ec784317e:aoa:abyss-stack:anchor:9f6da9dc8c6dbdf0206be049","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9f6da9dc8c6dbdf0206be049","label":"main","locator":{"end_column":13,"end_line":290,"fragment":"","pointer":"","start_column":1,"start_line":273},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_safe_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_safe_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:derive_managed_topology"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:publish_private_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:topology.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:topology.model_dump"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:a31465c53e46ca5ec784317e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/16.jsonl b/kag/indexes/shards/anchor/16.jsonl
index 11fd506de2..cb12a5722c 100644
--- a/kag/indexes/shards/anchor/16.jsonl
+++ b/kag/indexes/shards/anchor/16.jsonl
@@ -66,6 +66,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:bb9e63f4cbafb4e439b01b59","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:bb9e63f4cbafb4e439b01b59","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:95eb8fce8d87254e169ac5c1:aoa:abyss-stack:anchor:7d4846d171563e099102c10a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7d4846d171563e099102c10a","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:95eb8fce8d87254e169ac5c1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9:aoa:abyss-stack:anchor:5ff8c27db0fbd994516b4e28","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5ff8c27db0fbd994516b4e28","label":"admission_request","locator":{"end_column":20,"end_line":58,"fragment":"","pointer":"","start_column":1,"start_line":28},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:AdmissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:AdmissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:AdmissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:AdmissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:AdmissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:chunks.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:client.connect"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:client.recv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:client.sendall"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:client.settimeout"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:client.shutdown"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:min"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:os.fspath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:socket.socket"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admission_request","target_ref":"python:type"}],"parser_ref":"python-ast@1","qualified_name":"admission_request","semantic_key":"python:function:admission_request","source_id":"aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14:aoa:abyss-stack:anchor:4a4e474c96573f071ad61bc8","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4a4e474c96573f071ad61bc8","label":"state","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/state","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/state","source_id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:b50bb17ee40699fe1048eff7","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b50bb17ee40699fe1048eff7","label":"${AOA_GEMMA4_E2B_MODEL_HOST_PATH","locator":{"end_column":141,"end_line":58,"fragment":"","pointer":"/services/llama-cpp/volumes/0/${AOA_GEMMA4_E2B_MODEL_HOST_PATH","start_column":7,"start_line":58},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/volumes/0/${AOA_GEMMA4_E2B_MODEL_HOST_PATH","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:fd2284ab8e56660069c82797","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:fd2284ab8e56660069c82797","label":"LLAMA_ARG_THREADS_BATCH","locator":{"end_column":34,"end_line":32,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_THREADS_BATCH","start_column":7,"start_line":32},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_THREADS_BATCH","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:895d56e2938540c02e0e9fde","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:895d56e2938540c02e0e9fde","label":"prometheus","locator":{"end_column":27,"end_line":12,"fragment":"","pointer":"/scrape_configs/0/static_configs/0/targets/0/prometheus","start_column":11,"start_line":12},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs/0/static_configs/0/targets/0/prometheus","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/17.jsonl b/kag/indexes/shards/anchor/17.jsonl
index 7dad6ca708..c24b0e72c5 100644
--- a/kag/indexes/shards/anchor/17.jsonl
+++ b/kag/indexes/shards/anchor/17.jsonl
@@ -40,6 +40,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:56584d1feee37802eef59a2c:aoa:abyss-stack:anchor:be4e8ad063bf2276987afe77","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:be4e8ad063bf2276987afe77","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:56584d1feee37802eef59a2c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2:aoa:abyss-stack:anchor:9ab9bfe0cb7b11bc20d2c79a","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:9ab9bfe0cb7b11bc20d2c79a","label":"description","locator":{"end_column":89,"end_line":9,"fragment":"","pointer":"/description","start_column":1,"start_line":9},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/description","source_id":"aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5a239fe4db5f560ac4f07b3f:aoa:abyss-stack:anchor:01822b09ec026a6f8172efb9","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:01822b09ec026a6f8172efb9","label":"Decision","locator":{"end_column":11,"end_line":38,"fragment":"decision","pointer":"","start_column":1,"start_line":38},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:5a239fe4db5f560ac4f07b3f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:d24de4bcd4fa96615181da79","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d24de4bcd4fa96615181da79","label":"correlation_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/correlation_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/correlation_id","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:c84b6944955266cf45276df0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c84b6944955266cf45276df0","label":"_validate_owner_binding","locator":{"end_column":34,"end_line":308,"fragment":"","pointer":"","start_column":1,"start_line":255},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:_canonical_transport_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:_nonempty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:_nonempty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:_nonempty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:_owner_projection"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:owner.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:owner.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_owner_binding","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_validate_owner_binding","semantic_key":"python:function:_validate_owner_binding","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:73293bd218d1dd22ac4b8fcb:aoa:abyss-stack:anchor:27a9134784374c75e519bd80","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:27a9134784374c75e519bd80","label":"route","locator":{"end_column":6,"end_line":1,"fragment":"","pointer":"/route","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/route","source_id":"aoa:abyss-stack:artifact:73293bd218d1dd22ac4b8fcb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:771cc799f935d6e49ae166d6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:771cc799f935d6e49ae166d6","label":"_utc_now","locator":{"end_column":62,"end_line":372,"fragment":"","pointer":"","start_column":1,"start_line":371},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_utc_now","target_ref":"python:time.gmtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_utc_now","target_ref":"python:time.strftime"}],"parser_ref":"python-ast@1","qualified_name":"_utc_now","semantic_key":"python:function:_utc_now","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"function"}
@@ -68,6 +69,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:576574f97410f2278753601f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:576574f97410f2278753601f","label":"baseline_cost_estimate","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/baseline_cost_estimate","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/baseline_cost_estimate","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:5011635b525b2fe806987ff2","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:5011635b525b2fe806987ff2","label":"aoa.tuning.host_class","locator":{"end_column":54,"end_line":14,"fragment":"","pointer":"/services/llama-cpp/labels/aoa.tuning.host_class","start_column":7,"start_line":14},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/labels/aoa.tuning.host_class","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:62d4682680c578d7b42c8d50","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:62d4682680c578d7b42c8d50","label":"main","locator":{"end_column":94,"end_line":707,"fragment":"","pointer":"","start_column":1,"start_line":689},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:args.plan.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:args.runtime_config.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:args.state_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:run"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:bdb75f669248dd36ed84d984","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bdb75f669248dd36ed84d984","label":"_persisted_observations_match_source","locator":{"end_column":25,"end_line":6235,"fragment":"","pointer":"","start_column":5,"start_line":6183},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:files.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:parsed.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:record.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:self._read_historical_trust_records"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:self._run_provider_work_queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:self._scan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:self._source_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:self._trusted_observation_digests.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_observations_match_source","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._persisted_observations_match_source","semantic_key":"python:method:LiveCodeIntelligenceRuntime._persisted_observations_match_source","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a686d58d792fb14b0a45e25b:aoa:abyss-stack:anchor:2b7ac9fc1e88d134beb62a8c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2b7ac9fc1e88d134beb62a8c","label":"test_live_cgroup_resources_keep_cpu_and_memory_when_swap_is_unavailable","locator":{"end_column":10,"end_line":183,"fragment":"","pointer":"","start_column":5,"start_line":158},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_live_cgroup_resources_keep_cpu_and_memory_when_swap_is_unavailable","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_live_cgroup_resources_keep_cpu_and_memory_when_swap_is_unavailable","target_ref":"python:resource_guard_status.read_live_cgroup_resources"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_live_cgroup_resources_keep_cpu_and_memory_when_swap_is_unavailable","target_ref":"python:scope.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_live_cgroup_resources_keep_cpu_and_memory_when_swap_is_unavailable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_live_cgroup_resources_keep_cpu_and_memory_when_swap_is_unavailable","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"ResourceGuardStatusTests.test_live_cgroup_resources_keep_cpu_and_memory_when_swap_is_unavailable","semantic_key":"python:method:ResourceGuardStatusTests.test_live_cgroup_resources_keep_cpu_and_memory_when_swap_is_unavailable","source_id":"aoa:abyss-stack:artifact:a686d58d792fb14b0a45e25b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:3b14008764b6d097bffed574","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:3b14008764b6d097bffed574","label":"ABYSS-STACK-D-0084 Routing Mirror Provenance Readiness","locator":{"end_column":121,"end_line":742,"fragment":"","pointer":"","start_column":3,"start_line":742},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-route-contract","target_ref":"../ABYSS-STACK-D-0084-routing-mirror-provenance-readiness.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:742:3:0:../ABYSS-STACK-D-0084-routing-mirror-provenance-readiness.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ada8e1e254a1ae6b37bf1282:aoa:abyss-stack:anchor:1aed137565c164d0b46e764a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1aed137565c164d0b46e764a","label":"runtime_mcp_sdk_identity","locator":{"end_column":56,"end_line":349,"fragment":"","pointer":"","start_column":1,"start_line":346},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:runtime_mcp_sdk_identity","target_ref":"python:_runtime_mcp_sdk_identity"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:runtime_mcp_sdk_identity","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:runtime_mcp_sdk_identity","target_ref":"python:os.getpid"}],"parser_ref":"python-ast@1","qualified_name":"runtime_mcp_sdk_identity","semantic_key":"python:function:runtime_mcp_sdk_identity","source_id":"aoa:abyss-stack:artifact:ada8e1e254a1ae6b37bf1282","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/185.jsonl b/kag/indexes/shards/anchor/185.jsonl
index 8966c2c432..80da2a1e98 100644
--- a/kag/indexes/shards/anchor/185.jsonl
+++ b/kag/indexes/shards/anchor/185.jsonl
@@ -7,6 +7,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:80fead3427c21a9a8b68509c:aoa:abyss-stack:anchor:c3881ce3872c705f8ab0dbc4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c3881ce3872c705f8ab0dbc4","label":"read_text","locator":{"end_column":80,"end_line":86,"fragment":"","pointer":"","start_column":1,"start_line":82},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:read_text","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:read_text","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"read_text","semantic_key":"python:function:read_text","source_id":"aoa:abyss-stack:artifact:80fead3427c21a9a8b68509c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:87d630d6cf7aeff3b522aa83:aoa:abyss-stack:anchor:7f91080186197629b94f4117","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7f91080186197629b94f4117","label":"routing_sdk_canonical_provenance_reasons","locator":{"end_column":19,"end_line":1934,"fragment":"","pointer":"","start_column":1,"start_line":1573},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:GIT_OBJECT_ID_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:SHA256_DIGEST_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:canonical.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:canonical.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:compatibility.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:compatibility.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:compatibility.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:datetime.strptime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:decision.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:decision.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:decision.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:exact_routing_trust_controls"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:exact_routing_trust_controls"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:exact_routing_trust_controls"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:expected_admission.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:expected_transition.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:inspected.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:inspected.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:inspected.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:inspected.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:inspected.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:inspected.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:inspected_store.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:inspected_store.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:layer.payloads.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:predecessor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:predecessor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:predecessor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:receipt_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:registry_latest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:registry_latest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:release.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:release.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:release.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:release.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:rollback.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:rollback.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:rollback.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:routing_canonical_provenance_reasons"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:routing_receipt_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:sdk.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:sdk.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:sdk.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:sdk.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:string_list_contains"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:string_list_contains"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:subject_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:subject_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:subject_store.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:subject_store.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:subject_store.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:transition.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:trust_root.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:trust_root.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:trust_verdict.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:trust_verdict.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:trust_verdict.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:trust_verdict.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:trust_verdict.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_provenance_reasons","target_ref":"python:trust_verdict.get"}],"parser_ref":"python-ast@1","qualified_name":"routing_sdk_canonical_provenance_reasons","semantic_key":"python:function:routing_sdk_canonical_provenance_reasons","source_id":"aoa:abyss-stack:artifact:87d630d6cf7aeff3b522aa83","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8e20647158e78b706d0bc62e:aoa:abyss-stack:anchor:e3bf51f8beb5629a2937d322","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e3bf51f8beb5629a2937d322","label":"green_doctor","locator":{"end_column":10,"end_line":117,"fragment":"","pointer":"","start_column":5,"start_line":105},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"AoADiagnoseTests.green_doctor","semantic_key":"python:method:AoADiagnoseTests.green_doctor","source_id":"aoa:abyss-stack:artifact:8e20647158e78b706d0bc62e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:b8138159803f0bc601b10029","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b8138159803f0bc601b10029","label":"Validation","locator":{"end_column":14,"end_line":179,"fragment":"validation","pointer":"","start_column":1,"start_line":179},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:c2820300fe7cd4e30a0dddcf:aoa:abyss-stack:anchor:16193287b75e0daf354a56eb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:16193287b75e0daf354a56eb","label":"write_review_packet_input","locator":{"end_column":16,"end_line":2254,"fragment":"","pointer":"","start_column":1,"start_line":2244},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_review_packet_input","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_review_packet_input","target_ref":"python:review_packet_inputs_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_review_packet_input","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"write_review_packet_input","semantic_key":"python:function:write_review_packet_input","source_id":"aoa:abyss-stack:artifact:c2820300fe7cd4e30a0dddcf","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e3cb258ab5710f59be4ebc93:aoa:abyss-stack:anchor:967396201cb91fc33450cd1a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:967396201cb91fc33450cd1a","label":"Source surfaces","locator":{"end_column":18,"end_line":77,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":77},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:e3cb258ab5710f59be4ebc93","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:fd2da5d803446ec942b229d1:aoa:abyss-stack:anchor:b2a42ee9707f9a6949d3d392","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b2a42ee9707f9a6949d3d392","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:fd2da5d803446ec942b229d1","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/187.jsonl b/kag/indexes/shards/anchor/187.jsonl
index 18cd6d6b8d..a9ae031742 100644
--- a/kag/indexes/shards/anchor/187.jsonl
+++ b/kag/indexes/shards/anchor/187.jsonl
@@ -2,6 +2,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:2108f5a8ecc1f2b4ef3e0fec:aoa:abyss-stack:anchor:9ccc5b022bf8bf1c48cf3230","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:9ccc5b022bf8bf1c48cf3230","label":"CONTRACT.md","locator":{"end_column":31,"end_line":773,"fragment":"","pointer":"","start_column":5,"start_line":773},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:machine-local-installation","target_ref":"CONTRACT.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:773:5:0:CONTRACT.md","source_id":"aoa:abyss-stack:artifact:2108f5a8ecc1f2b4ef3e0fec","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:2edbf79d853bccaeb366689c:aoa:abyss-stack:anchor:2264ac1bab7e1e4fe2699ae4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2264ac1bab7e1e4fe2699ae4","label":"do_POST","locator":{"end_column":38,"end_line":4970,"fragment":"","pointer":"","start_column":9,"start_line":4963},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","target_ref":"python:self.end_headers"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","target_ref":"python:self.headers.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","target_ref":"python:self.rfile.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","target_ref":"python:self.send_header"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","target_ref":"python:self.send_response"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","target_ref":"python:self.wfile.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","target_ref":"python:time.sleep"}],"parser_ref":"python-ast@1","qualified_name":"test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","semantic_key":"python:method:test_mcp_proxy_connect_timeout_does_not_limit_response_duration.SlowUpstreamHandler.do_POST","source_id":"aoa:abyss-stack:artifact:2edbf79d853bccaeb366689c","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:2edbf79d853bccaeb366689c:aoa:abyss-stack:anchor:5bb0df1f4fb25be8a39bb7dc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5bb0df1f4fb25be8a39bb7dc","label":"test_reviewer_semantics_are_generic_outside_landing","locator":{"end_column":6,"end_line":5770,"fragment":"","pointer":"","start_column":1,"start_line":5762},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_reviewer_semantics_are_generic_outside_landing","target_ref":"python:PREPARER._reviewer_semantics"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_reviewer_semantics_are_generic_outside_landing","target_ref":"python:PREPARER._reviewer_semantics"}],"parser_ref":"python-ast@1","qualified_name":"test_reviewer_semantics_are_generic_outside_landing","semantic_key":"python:function:test_reviewer_semantics_are_generic_outside_landing","source_id":"aoa:abyss-stack:artifact:2edbf79d853bccaeb366689c","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:a878df34d01a42b4f9925b6e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a878df34d01a42b4f9925b6e","label":"test_repeated_definitions_and_duplicate_imports_remain_queryable","locator":{"end_column":64,"end_line":2561,"fragment":"","pointer":"","start_column":5,"start_line":2550},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:self.runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_repeated_definitions_and_duplicate_imports_remain_queryable","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:f78af977f3e9ae4475aeeeab","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f78af977f3e9ae4475aeeeab","label":"_validated_pause_transport","locator":{"end_column":21,"end_line":1225,"fragment":"","pointer":"","start_column":1,"start_line":1212},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_pause_transport","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_pause_transport","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_pause_transport","target_ref":"python:reservation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_pause_transport","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_pause_transport","target_ref":"python:transport.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_pause_transport","target_ref":"python:transport.get"}],"parser_ref":"python-ast@1","qualified_name":"_validated_pause_transport","semantic_key":"python:function:_validated_pause_transport","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:77749bf030d8cd460adcde16:aoa:abyss-stack:anchor:585f57dc5038ab481cbc9c59","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:585f57dc5038ab481cbc9c59","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:77749bf030d8cd460adcde16","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:bdac4a8725079d08dd9c34bd:aoa:abyss-stack:anchor:732b46f674c855e63a72211a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:732b46f674c855e63a72211a","label":"Recommended runtime model on Windows","locator":{"end_column":40,"end_line":92,"fragment":"recommended-runtime-model-on-windows","pointer":"","start_column":1,"start_line":92},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:recommended-runtime-model-on-windows","source_id":"aoa:abyss-stack:artifact:bdac4a8725079d08dd9c34bd","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/18b.jsonl b/kag/indexes/shards/anchor/18b.jsonl
index 4c6cf681ed..ddfe95a0fa 100644
--- a/kag/indexes/shards/anchor/18b.jsonl
+++ b/kag/indexes/shards/anchor/18b.jsonl
@@ -4,4 +4,5 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c:aoa:abyss-stack:anchor:2a07d2b8375f00dbcdc0cf72","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2a07d2b8375f00dbcdc0cf72","label":"build_paddle_ocr_runtime","locator":{"end_column":55,"end_line":841,"fragment":"","pointer":"","start_column":1,"start_line":576},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:DEFAULT_RUNTIME_ROOT.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:PaddleOcrRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:PaddleOcrRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:PaddleOcrRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:PaddleOcrRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:PaddleOcrRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:PaddleOcrRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:PurePosixPath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:RUNTIME_OWNER_ROOT.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_extract_model"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_installed_versions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_model_smoke_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_runtime_environment"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_runtime_environment"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_strip_archive_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_wrapper_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:acquisition_receipt_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:acquisition_target.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:artifact_set_sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:build_receipt_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:check.stdout.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:cli_help.stdout.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:cli_help.stdout.lower"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:environment.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:install.stderr.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:install.stdout.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:inventory_runtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:model_smoke.stderr.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:model_smoke.stdout.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:model_smoke.stdout.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:models_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:paddle_check.stderr.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:paddle_check.stdout.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:python_command.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:python_command.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:receipt_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:runtime_environment.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:runtime_root.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:runtime_root.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:runtime_root.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:runtime_root.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:runtime_root.is_relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:runtime_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:shutil.copyfile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:shutil.copyfile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:smoke_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:smoke_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:software.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:verify_paddle_ocr_acquisition"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:verify_runtime_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:wrapper.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:wrapper.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_paddle_ocr_runtime","target_ref":"python:wrapper_root.mkdir"}],"parser_ref":"python-ast@1","qualified_name":"build_paddle_ocr_runtime","semantic_key":"python:function:build_paddle_ocr_runtime","source_id":"aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7ee75ad28696f19663d74286:aoa:abyss-stack:anchor:11d8c27dafeb3102eaa4de3e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:11d8c27dafeb3102eaa4de3e","label":"projection_row","locator":{"end_column":6,"end_line":165,"fragment":"","pointer":"","start_column":1,"start_line":135},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:_ref_kind"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:_ref_kind"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:claim.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:claim.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:claim.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:claim.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:claim.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:claim.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:claim.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:graph_layer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:maker.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_row","target_ref":"python:trace.get"}],"parser_ref":"python-ast@1","qualified_name":"projection_row","semantic_key":"python:function:projection_row","source_id":"aoa:abyss-stack:artifact:7ee75ad28696f19663d74286","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:8a22fd4c70d8b993137b55be","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8a22fd4c70d8b993137b55be","label":"run_worktree_preview","locator":{"end_column":10,"end_line":2153,"fragment":"","pointer":"","start_column":1,"start_line":2040},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.build_landing_diff"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.ensure_w4_worktree_neighbor_links"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.list_changed_files"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.remove_temp_worktree"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.run_acceptance_checks"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.run_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:TRIALS.with_temp_worktree"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:command_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:diff_text.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:proposal_artifact_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:proposal_diff_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:proposal_diff_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:proposal_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:proposal_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:worktree_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:worktree_path.rmdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_worktree_preview","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"run_worktree_preview","semantic_key":"python:function:run_worktree_preview","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14:aoa:abyss-stack:anchor:3cfe1504651129cac5406111","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3cfe1504651129cac5406111","label":"machine_binding","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/machine_binding","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/machine_binding","source_id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:4f8fa48d010e715e53a7fede","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4f8fa48d010e715e53a7fede","label":"test scheduler","locator":{"end_column":17,"end_line":805,"fragment":"test-scheduler","pointer":"","start_column":1,"start_line":805},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:test-scheduler","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/1a.jsonl b/kag/indexes/shards/anchor/1a.jsonl
index 0e89f6bae5..02ad8cff8a 100644
--- a/kag/indexes/shards/anchor/1a.jsonl
+++ b/kag/indexes/shards/anchor/1a.jsonl
@@ -1,6 +1,6 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:0079b797a6a01bdaf9a4099b:aoa:abyss-stack:anchor:7775bbafa589f95ab0c85fcb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7775bbafa589f95ab0c85fcb","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:0079b797a6a01bdaf9a4099b","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:eaf222a99b081d84223d4927","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:eaf222a99b081d84223d4927","label":"ABYSS-STACK-D-0026 Workflow Automation Optional Profile","locator":{"end_column":157,"end_line":32,"fragment":"","pointer":"","start_column":37,"start_line":32},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0026-workflow-automation-optional-profile.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:32:37:0:../ABYSS-STACK-D-0026-workflow-automation-optional-profile.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:68ea7df9eda69e035fc9d1b8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:68ea7df9eda69e035fc9d1b8","label":"[0.4.0] - 2026-06-07","locator":{"end_column":23,"end_line":995,"fragment":"040-2026-06-07","pointer":"","start_column":1,"start_line":995},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:040-2026-06-07","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:68ea7df9eda69e035fc9d1b8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:68ea7df9eda69e035fc9d1b8","label":"[0.4.0] - 2026-06-07","locator":{"end_column":23,"end_line":999,"fragment":"040-2026-06-07","pointer":"","start_column":1,"start_line":999},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:040-2026-06-07","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:078e191f2dcfebc6c44f9703:aoa:abyss-stack:anchor:0a1c45a1ffe8854a7a7a267d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0a1c45a1ffe8854a7a7a267d","label":"Source map","locator":{"end_column":13,"end_line":131,"fragment":"source-map","pointer":"","start_column":1,"start_line":131},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-map","source_id":"aoa:abyss-stack:artifact:078e191f2dcfebc6c44f9703","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d99db932730395cfae0c2f8:aoa:abyss-stack:anchor:0e5a7ec8028b03d3c9736cb6","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:0e5a7ec8028b03d3c9736cb6","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0d99db932730395cfae0c2f8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e681a549cdaa5bf91c4cb43:aoa:abyss-stack:anchor:edaeb02e77dc5d70d185c5eb","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:edaeb02e77dc5d70d185c5eb","label":"wrapper_class","locator":{"end_column":21,"end_line":18,"fragment":"","pointer":"/wrapper_class","start_column":1,"start_line":18},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/wrapper_class","source_id":"aoa:abyss-stack:artifact:0e681a549cdaa5bf91c4cb43","symbol_kind":""}
@@ -33,6 +33,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5cf7c47f773be9a8e719d828:aoa:abyss-stack:anchor:ba738279204a9cb87c63c808","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ba738279204a9cb87c63c808","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:5cf7c47f773be9a8e719d828","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:604dde0202beb7e732805d21:aoa:abyss-stack:anchor:9ebaad28be4cb625f4f5091f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9ebaad28be4cb625f4f5091f","label":"compose_overlays","locator":{"end_column":28,"end_line":134,"fragment":"","pointer":"","start_column":1,"start_line":77},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:ObservationProducerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:ObservationProducerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:ObservationProducerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:RuntimeEvidenceOverlay"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:RuntimeEvidenceOverlaySubject.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:_field_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:_load_fragment"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:_reject_secret_material"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:_write_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:clock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:composed.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:merged.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:min"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:target.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compose_overlays","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"compose_overlays","semantic_key":"python:function:compose_overlays","source_id":"aoa:abyss-stack:artifact:604dde0202beb7e732805d21","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:604dde0202beb7e732805d21:aoa:abyss-stack:anchor:b6f8a524e4c590989e6114e0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b6f8a524e4c590989e6114e0","label":"_load_fragment","locator":{"end_column":19,"end_line":66,"fragment":"","pointer":"","start_column":1,"start_line":41},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_fragment","target_ref":"python:ObservationProducerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_fragment","target_ref":"python:ObservationProducerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_fragment","target_ref":"python:ObservationProducerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_fragment","target_ref":"python:ObservationProducerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_fragment","target_ref":"python:ObservationProducerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_fragment","target_ref":"python:RuntimeEvidenceOverlay.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_fragment","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_fragment","target_ref":"python:_reject_secret_material"}],"parser_ref":"python-ast@1","qualified_name":"_load_fragment","semantic_key":"python:function:_load_fragment","source_id":"aoa:abyss-stack:artifact:604dde0202beb7e732805d21","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:2e3d9a3347742ca88908fe93","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2e3d9a3347742ca88908fe93","label":"test_canary_scan_failure_records_failed_operation_receipt","locator":{"end_column":81,"end_line":2951,"fragment":"","pointer":"","start_column":5,"start_line":2930},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:PermissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.runtime.canary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_canary_scan_failure_records_failed_operation_receipt","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8:aoa:abyss-stack:anchor:d4145336492db0e0faef0388","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d4145336492db0e0faef0388","label":"_consumer","locator":{"end_column":22,"end_line":211,"fragment":"","pointer":"","start_column":1,"start_line":205},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_consumer","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_consumer","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_consumer","semantic_key":"python:function:_consumer","source_id":"aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:68bf4f30b4dc77c738608241:aoa:abyss-stack:anchor:e552312580527ff516b29820","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e552312580527ff516b29820","label":"lineage_ref","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/lineage_ref","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/lineage_ref","source_id":"aoa:abyss-stack:artifact:68bf4f30b4dc77c738608241","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:69dc0fdecc8dfd77cec5a098:aoa:abyss-stack:anchor:4813375e09d816899cc57f80","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4813375e09d816899cc57f80","label":"Decision","locator":{"end_column":11,"end_line":41,"fragment":"decision","pointer":"","start_column":1,"start_line":41},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:69dc0fdecc8dfd77cec5a098","symbol_kind":""}
@@ -55,6 +56,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:44a96d1d4bb355e00c492ef1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:44a96d1d4bb355e00c492ef1","label":"run_ephemeral_read_worker","locator":{"end_column":6,"end_line":715,"fragment":"","pointer":"","start_column":1,"start_line":615},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:EphemeralWorkerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:EphemeralWorkerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:EphemeralWorkerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:EphemeralWorkerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:_max_raw_bytes_for_transport"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:_projected_result_base_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:_read_verified"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:_require_positive_int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:_validate_request"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:base64.b64encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:min"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:records.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_ephemeral_read_worker","target_ref":"python:validate_ephemeral_read_result"}],"parser_ref":"python-ast@1","qualified_name":"run_ephemeral_read_worker","semantic_key":"python:function:run_ephemeral_read_worker","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4:aoa:abyss-stack:anchor:76daee59423de3bd9599ca86","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:76daee59423de3bd9599ca86","label":"frozen_before_variant_outputs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/frozen_before_variant_outputs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/frozen_before_variant_outputs","source_id":"aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a09102d1f2512ee158e894fa:aoa:abyss-stack:anchor:62a75bd9f4331196cabba3cf","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:62a75bd9f4331196cabba3cf","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a09102d1f2512ee158e894fa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:99ca8a800c0dcbde672ec9a6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:99ca8a800c0dcbde672ec9a6","label":"_sandbox_command","locator":{"end_column":30,"end_line":3465,"fragment":"","pointer":"","start_column":5,"start_line":3393},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:sandbox.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:sandbox.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:sandbox.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:sandbox.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:sandbox.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:sandbox.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:sandbox.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:sandbox.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:self._launch_namespace_binary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:self._snapshot_namespace_directories"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._sandbox_command","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._sandbox_command","semantic_key":"python:method:ManagedLspSession._sandbox_command","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:db39ce54cbef10036005deae","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:db39ce54cbef10036005deae","label":"_safe_relative","locator":{"end_column":31,"end_line":1695,"fragment":"","pointer":"","start_column":1,"start_line":1687},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_relative","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_relative","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_relative","target_ref":"python:path.expanduser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_relative","target_ref":"python:relative.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_relative","target_ref":"python:resolved.relative_to"}],"parser_ref":"python-ast@1","qualified_name":"_safe_relative","semantic_key":"python:function:_safe_relative","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:ec1fb427caef9a106a308d77","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ec1fb427caef9a106a308d77","label":"_content_address","locator":{"end_column":29,"end_line":737,"fragment":"","pointer":"","start_column":1,"start_line":732},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_content_address","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_content_address","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_content_address","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_content_address","target_ref":"python:text.removeprefix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_content_address","target_ref":"python:text.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_content_address","semantic_key":"python:function:_content_address","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d:aoa:abyss-stack:anchor:b244f46aa1adc5d39c281e2c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b244f46aa1adc5d39c281e2c","label":"Follow-up route","locator":{"end_column":18,"end_line":60,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":60},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:b3d25a61088f8a9f008c449e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b3d25a61088f8a9f008c449e","label":"load_case_spec","locator":{"end_column":74,"end_line":272,"fragment":"","pointer":"","start_column":1,"start_line":271},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_case_spec","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_case_spec","target_ref":"python:scenario_root"}],"parser_ref":"python-ast@1","qualified_name":"load_case_spec","semantic_key":"python:function:load_case_spec","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32:aoa:abyss-stack:anchor:20fe62a3a489d6787ec8c692","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:20fe62a3a489d6787ec8c692","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/1b.jsonl b/kag/indexes/shards/anchor/1b.jsonl
index 32c27a0aee..2babc99edf 100644
--- a/kag/indexes/shards/anchor/1b.jsonl
+++ b/kag/indexes/shards/anchor/1b.jsonl
@@ -74,6 +74,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:c8482b009f156070189f7ec1:aoa:abyss-stack:anchor:1ffc14045117fec76fd8946c","_kind":"anchor","anchor_kind":"toml_key","id":"aoa:abyss-stack:anchor:1ffc14045117fec76fd8946c","label":"requires-python","locator":{"end_column":26,"end_line":10,"fragment":"","pointer":"project.requires-python","start_column":1,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-toml-path@1","qualified_name":"","semantic_key":"key:project.requires-python","source_id":"aoa:abyss-stack:artifact:c8482b009f156070189f7ec1","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:c8a39bfeaf4fc6d20ab1fbec:aoa:abyss-stack:anchor:ed2d38f1b3c34172517ce0cb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ed2d38f1b3c34172517ce0cb","label":"test_indexed_unicode_controls_are_reported_as_data_findings","locator":{"end_column":10,"end_line":1130,"fragment":"","pointer":"","start_column":5,"start_line":1120},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagRuntimeProjectionTests.test_indexed_unicode_controls_are_reported_as_data_findings","target_ref":"python:KagApplication._bounded_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagRuntimeProjectionTests.test_indexed_unicode_controls_are_reported_as_data_findings","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagRuntimeProjectionTests.test_indexed_unicode_controls_are_reported_as_data_findings","target_ref":"python:self.assertEqual"}],"parser_ref":"python-ast@1","qualified_name":"KagRuntimeProjectionTests.test_indexed_unicode_controls_are_reported_as_data_findings","semantic_key":"python:method:KagRuntimeProjectionTests.test_indexed_unicode_controls_are_reported_as_data_findings","source_id":"aoa:abyss-stack:artifact:c8a39bfeaf4fc6d20ab1fbec","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:cc0b60d738727d07719c87e6:aoa:abyss-stack:anchor:d6b42411e1e19b4392e49b21","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d6b42411e1e19b4392e49b21","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:cc0b60d738727d07719c87e6","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:d036a2110c420407733d9cbe:aoa:abyss-stack:anchor:f04c7c25ac2f21589a334089","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f04c7c25ac2f21589a334089","label":"2026-08-26 - LIVE code-intelligence source candidate","locator":{"end_column":55,"end_line":59,"fragment":"2026-08-26-live-code-intelligence-source-candidate","pointer":"","start_column":1,"start_line":59},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-08-26-live-code-intelligence-source-candidate","source_id":"aoa:abyss-stack:artifact:d036a2110c420407733d9cbe","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:d1a9289f8bd215356910181d:aoa:abyss-stack:anchor:547408d9f0ac0c0e567be218","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:547408d9f0ac0c0e567be218","label":"compare_paddle_ocr_runs","locator":{"end_column":6,"end_line":840,"fragment":"","pointer":"","start_column":1,"start_line":775},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:first.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:first.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:first.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:first.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:first.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:first_run_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:first_samples.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:left_output.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:left_raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:left_raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:raw_byte_differences.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:raw_byte_differences.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:right_output.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:right_raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:right_raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:second.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:second.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:second.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:second.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:second.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:second_run_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:second_samples.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:semantic_differences.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:semantic_differences.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_paddle_ocr_runs","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"compare_paddle_ocr_runs","semantic_key":"python:function:compare_paddle_ocr_runs","source_id":"aoa:abyss-stack:artifact:d1a9289f8bd215356910181d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:d8153067bce34c8da0b8978f:aoa:abyss-stack:anchor:ca0153239725dae09ec32862","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:ca0153239725dae09ec32862","label":"depends_on","locator":{"end_column":11,"end_line":27,"fragment":"","pointer":"/depends_on","start_column":1,"start_line":27},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/depends_on","source_id":"aoa:abyss-stack:artifact:d8153067bce34c8da0b8978f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:da1d80b2400417779ab6aa89:aoa:abyss-stack:anchor:9bf60dd5dd2d2b9c34d86fae","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:9bf60dd5dd2d2b9c34d86fae","label":"WINDOWS_BRIDGE","locator":{"end_column":92,"end_line":22,"fragment":"","pointer":"","start_column":3,"start_line":22},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:core-distinction","target_ref":"../../mechanics/machine-fit/parts/windows-bridge/docs/WINDOWS_BRIDGE.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:22:3:0:../../mechanics/machine-fit/parts/windows-bridge/docs/WINDOWS_BRIDGE.md","source_id":"aoa:abyss-stack:artifact:da1d80b2400417779ab6aa89","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/1c.jsonl b/kag/indexes/shards/anchor/1c.jsonl
index 46bf181d50..444479fdcc 100644
--- a/kag/indexes/shards/anchor/1c.jsonl
+++ b/kag/indexes/shards/anchor/1c.jsonl
@@ -49,6 +49,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:6647dbaef733c694dc5a6526:aoa:abyss-stack:anchor:71e14b3e3a22a4c879e12772","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:71e14b3e3a22a4c879e12772","label":"Follow-up route","locator":{"end_column":18,"end_line":75,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":75},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:6647dbaef733c694dc5a6526","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6743f9d31fab292702dfd8c0:aoa:abyss-stack:anchor:a65b487eb883444efcc00887","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a65b487eb883444efcc00887","label":"Frontend posture","locator":{"end_column":19,"end_line":58,"fragment":"frontend-posture","pointer":"","start_column":1,"start_line":58},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:frontend-posture","source_id":"aoa:abyss-stack:artifact:6743f9d31fab292702dfd8c0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:b4577f23476aba00b5303ca0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b4577f23476aba00b5303ca0","label":"_run","locator":{"end_column":21,"end_line":129,"fragment":"","pointer":"","start_column":1,"start_line":108},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"_run","semantic_key":"python:function:_run","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:33730921cafc12e26bbf0dc7","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:33730921cafc12e26bbf0dc7","label":"reviewed_claim_boundaries","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/reviewed_claim_boundaries","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/reviewed_claim_boundaries","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:68258d8e1c63f9000519359e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:68258d8e1c63f9000519359e","label":"reject_downstream","locator":{"end_column":79,"end_line":1468,"fragment":"","pointer":"","start_column":5,"start_line":1465},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery.reject_downstream","target_ref":"python:MODULE.ExternalCodexReturnError"}],"parser_ref":"python-ast@1","qualified_name":"test_existing_authorization_is_validated_before_return_delivery.reject_downstream","semantic_key":"python:method:test_existing_authorization_is_validated_before_return_delivery.reject_downstream","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:8f756ee11dc20a773ccfbb2e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8f756ee11dc20a773ccfbb2e","label":"_validate_distinct_output_paths","locator":{"end_column":31,"end_line":1788,"fragment":"","pointer":"","start_column":1,"start_line":1779},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_distinct_output_paths","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_distinct_output_paths","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_distinct_output_paths","target_ref":"python:seen.get"}],"parser_ref":"python-ast@1","qualified_name":"_validate_distinct_output_paths","semantic_key":"python:function:_validate_distinct_output_paths","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:703502d24547a9161f302adc:aoa:abyss-stack:anchor:cfc4b6e90ae50f9b3044fde6","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:cfc4b6e90ae50f9b3044fde6","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:703502d24547a9161f302adc","symbol_kind":""}
@@ -62,6 +63,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8bbe2d848af811c7529ce8cb:aoa:abyss-stack:anchor:4416db2aee3f03cc4565a340","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4416db2aee3f03cc4565a340","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:8bbe2d848af811c7529ce8cb","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:c6ac67e8253e70fe82a483aa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c6ac67e8253e70fe82a483aa","label":"build_impl_exact_prompt","locator":{"end_column":22,"end_line":1375,"fragment":"","pointer":"","start_column":1,"start_line":1344},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_exact_prompt","target_ref":"python:agents_guidance.rstrip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_exact_prompt","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_exact_prompt","target_ref":"python:textwrap.dedent"}],"parser_ref":"python-ast@1","qualified_name":"build_impl_exact_prompt","semantic_key":"python:function:build_impl_exact_prompt","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb:aoa:abyss-stack:anchor:7ea66628d3ff880d8c1b3ca0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7ea66628d3ff880d8c1b3ca0","label":"load_module","locator":{"end_column":18,"end_line":40,"fragment":"","pointer":"","start_column":1,"start_line":35},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.util.module_from_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.util.spec_from_file_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:spec.loader.exec_module"}],"parser_ref":"python-ast@1","qualified_name":"load_module","semantic_key":"python:function:load_module","source_id":"aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:bce24dc1fd8afc786ed6f7ed","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bce24dc1fd8afc786ed6f7ed","label":"__init__","locator":{"end_column":73,"end_line":2594,"fragment":"","pointer":"","start_column":5,"start_line":2589},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_BoundedQueryRows.__init__","target_ref":"python:ValueError"}],"parser_ref":"python-ast@1","qualified_name":"_BoundedQueryRows.__init__","semantic_key":"python:method:_BoundedQueryRows.__init__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576:aoa:abyss-stack:anchor:aef19918e9ae55752a66ce3b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:aef19918e9ae55752a66ce3b","label":"Runtime knobs","locator":{"end_column":16,"end_line":165,"fragment":"runtime-knobs","pointer":"","start_column":1,"start_line":165},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-knobs","source_id":"aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acaa364df71a147b532eb579:aoa:abyss-stack:anchor:a3ee68b8119d1a64eed98be2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a3ee68b8119d1a64eed98be2","label":"PackageIdentity","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/PackageIdentity","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"PackageIdentity","semantic_key":"json:/$defs/PackageIdentity","source_id":"aoa:abyss-stack:artifact:acaa364df71a147b532eb579","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:075c6b22bf320e8ba69271dc","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:075c6b22bf320e8ba69271dc","label":"ABYSS-STACK-D-0042 Source Structure Validator Module","locator":{"end_column":117,"end_line":795,"fragment":"","pointer":"","start_column":3,"start_line":795},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:source-topology","target_ref":"../ABYSS-STACK-D-0042-source-structure-validator-module.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:795:3:0:../ABYSS-STACK-D-0042-source-structure-validator-module.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/1d.jsonl b/kag/indexes/shards/anchor/1d.jsonl
index ac07bea7cd..f307325cd3 100644
--- a/kag/indexes/shards/anchor/1d.jsonl
+++ b/kag/indexes/shards/anchor/1d.jsonl
@@ -33,6 +33,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:318f5e6fe8ea87f823157c51:aoa:abyss-stack:anchor:00d2e16357684211c2e182b5","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:00d2e16357684211c2e182b5","label":"test","locator":{"end_column":134,"end_line":12,"fragment":"","pointer":"/services/docs-api/healthcheck/test","start_column":7,"start_line":12},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/docs-api/healthcheck/test","source_id":"aoa:abyss-stack:artifact:318f5e6fe8ea87f823157c51","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:338e284420b16cb741933b2c:aoa:abyss-stack:anchor:3ecdb894ba485f88e6a6b688","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3ecdb894ba485f88e6a6b688","label":"transport_settings","locator":{"end_column":72,"end_line":84,"fragment":"","pointer":"","start_column":1,"start_line":66},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:TransportSettings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:TransportSettings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"transport_settings","semantic_key":"python:function:transport_settings","source_id":"aoa:abyss-stack:artifact:338e284420b16cb741933b2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:37a94c1605e46e298eb9acda:aoa:abyss-stack:anchor:60990bd9f40e6edeb941b370","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:60990bd9f40e6edeb941b370","label":"test_tasks_identity_rejects_unattested_sdk","locator":{"end_column":35,"end_line":151,"fragment":"","pointer":"","start_column":1,"start_line":141},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_tasks_identity_rejects_unattested_sdk","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_tasks_identity_rejects_unattested_sdk","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_tasks_identity_rejects_unattested_sdk","target_ref":"python:running_mcp_sdk_identity"}],"parser_ref":"python-ast@1","qualified_name":"test_tasks_identity_rejects_unattested_sdk","semantic_key":"python:function:test_tasks_identity_rejects_unattested_sdk","source_id":"aoa:abyss-stack:artifact:37a94c1605e46e298eb9acda","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:3e577d548e95db372813e2a1:aoa:abyss-stack:anchor:1471a780a11bbf060bc4632f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1471a780a11bbf060bc4632f","label":"description","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/description","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/description","source_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3e79b7425badea9ebb7fc55d:aoa:abyss-stack:anchor:a843a7b4d50fed83dd6137a4","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a843a7b4d50fed83dd6137a4","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:3e79b7425badea9ebb7fc55d","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:4162ae04a17e6f7260173ebf:aoa:abyss-stack:anchor:93360061773796696067d10c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:93360061773796696067d10c","label":"_abort_gated_launch","locator":{"end_column":28,"end_line":808,"fragment":"","pointer":"","start_column":1,"start_line":787},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_abort_gated_launch","target_ref":"python:_cleanup_descendants"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_abort_gated_launch","target_ref":"python:os.close"}],"parser_ref":"python-ast@1","qualified_name":"_abort_gated_launch","semantic_key":"python:function:_abort_gated_launch","source_id":"aoa:abyss-stack:artifact:4162ae04a17e6f7260173ebf","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:419b5835c75c91e244c1570f:aoa:abyss-stack:anchor:a52f1c52a993e0828f4462d6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a52f1c52a993e0828f4462d6","label":"test_runner_drives_real_governed_execution_and_restores_exactly","locator":{"end_column":45,"end_line":1960,"fragment":"","pointer":"","start_column":1,"start_line":1814},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:AoARunner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:AoARunner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:BRIDGE.AgentOSRuntimeBridge"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:ResumeCommand"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:StartCommand"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:_decision"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:_decision"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:_decision"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:_decision"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:adapter.approval_decisions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:adapter.approval_decisions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:adapter.approval_decisions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:adapter.approval_decisions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:adapter.outcome"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:adapter.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:adapter.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:bridge.invoke"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:bridge.invoke"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:harness.adapter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:harness.binding.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:harness.binding.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:harness.plan.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:harness.plan.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:harness.plan.runtime_profile.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:harness.plan.runtime_profile.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:harness.subprocess_adapter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:restored_runner.outcome"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:restored_runner.restore"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:restored_runner.resume"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:runner.approval_requests"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:runner.approval_requests"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:runner.approve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:runner.approve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:runner.outcome"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:runner.prepare"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:runner.resume"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:runner.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:runner.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:second_landing_decision.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:session.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:session.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:stale_rejection.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:timedelta"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:timedelta"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runner_drives_real_governed_execution_and_restores_exactly","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"test_runner_drives_real_governed_execution_and_restores_exactly","semantic_key":"python:function:test_runner_drives_real_governed_execution_and_restores_exactly","source_id":"aoa:abyss-stack:artifact:419b5835c75c91e244c1570f","symbol_kind":"function"}
@@ -41,6 +42,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:52f502d57bca1b07eb74fcd3:aoa:abyss-stack:anchor:57a936daaa9a72e0708e5b68","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:57a936daaa9a72e0708e5b68","label":"Canonical rebuild ladder","locator":{"end_column":27,"end_line":74,"fragment":"canonical-rebuild-ladder","pointer":"","start_column":1,"start_line":74},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:canonical-rebuild-ladder","source_id":"aoa:abyss-stack:artifact:52f502d57bca1b07eb74fcd3","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5e30d58b80274f9e1649d3d4:aoa:abyss-stack:anchor:4d12d809e99ab0eb1d28de1c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4d12d809e99ab0eb1d28de1c","label":"edit_gate_catalog_payload","locator":{"end_column":38,"end_line":60,"fragment":"","pointer":"","start_column":1,"start_line":59},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"edit_gate_catalog_payload","semantic_key":"python:function:edit_gate_catalog_payload","source_id":"aoa:abyss-stack:artifact:5e30d58b80274f9e1649d3d4","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56:aoa:abyss-stack:anchor:7c158ba7be84daed475c9e25","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7c158ba7be84daed475c9e25","label":"_write_json","locator":{"end_column":96,"end_line":69,"fragment":"","pointer":"","start_column":1,"start_line":67},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json","target_ref":"python:path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"_write_json","semantic_key":"python:function:_write_json","source_id":"aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:48a4da1ec0cbc7c4b039ce7e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:48a4da1ec0cbc7c4b039ce7e","label":"test_machine_evidence_digest_and_source_path_boundary_fail_closed","locator":{"end_column":10,"end_line":2022,"fragment":"","pointer":"","start_column":5,"start_line":1994},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:inside_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","target_ref":"python:tampered_path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_digest_and_source_path_boundary_fail_closed","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:697386c8937babe0424a6f20:aoa:abyss-stack:anchor:c7d9a067909cf8b07f1a4538","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c7d9a067909cf8b07f1a4538","label":"ProcessSnapshot","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/ProcessSnapshot","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"ProcessSnapshot","semantic_key":"json:/$defs/ProcessSnapshot","source_id":"aoa:abyss-stack:artifact:697386c8937babe0424a6f20","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7892b43f0fbe94b6a44effae:aoa:abyss-stack:anchor:d6d1b900a2774ae408dd9854","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d6d1b900a2774ae408dd9854","label":"Lifecycle hooks","locator":{"end_column":18,"end_line":17,"fragment":"lifecycle-hooks","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:lifecycle-hooks","source_id":"aoa:abyss-stack:artifact:7892b43f0fbe94b6a44effae","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7f6b1d493f705158dcf56fa7:aoa:abyss-stack:anchor:e547cf61d4120b3d07d2137f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e547cf61d4120b3d07d2137f","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:7f6b1d493f705158dcf56fa7","symbol_kind":"json_key"}
@@ -59,10 +61,10 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262:aoa:abyss-stack:anchor:9107a2a748260cd9aa360d60","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9107a2a748260cd9aa360d60","label":"Next Tests","locator":{"end_column":13,"end_line":76,"fragment":"next-tests","pointer":"","start_column":1,"start_line":76},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:next-tests","source_id":"aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b07f53b5596d8162978e094:aoa:abyss-stack:anchor:9cf41bd26230b5669a7e135e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:9cf41bd26230b5669a7e135e","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:9b07f53b5596d8162978e094","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d8b1be7502659cea440bd24:aoa:abyss-stack:anchor:c00d49ca7e3c079c1a78f73c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c00d49ca7e3c079c1a78f73c","label":"Consequences","locator":{"end_column":15,"end_line":87,"fragment":"consequences","pointer":"","start_column":1,"start_line":87},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:9d8b1be7502659cea440bd24","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:3cfc9d356c05dba451ee4ef0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3cfc9d356c05dba451ee4ef0","label":"_terminate_process","locator":{"end_column":40,"end_line":3911,"fragment":"","pointer":"","start_column":5,"start_line":3895},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._terminate_process","target_ref":"python:process.kill"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._terminate_process","target_ref":"python:process.poll"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._terminate_process","target_ref":"python:process.wait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._terminate_process","target_ref":"python:self._cleanup_launch_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._terminate_process","target_ref":"python:self._reader.join"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._terminate_process","target_ref":"python:stream.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._terminate_process","target_ref":"python:threading.current_thread"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._terminate_process","semantic_key":"python:method:ManagedLspSession._terminate_process","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:45e867fe382913ee8468d289","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:45e867fe382913ee8468d289","label":"find_repo_root","locator":{"end_column":47,"end_line":125,"fragment":"","pointer":"","start_column":1,"start_line":117},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:find_repo_root","target_ref":"python:Path"}],"parser_ref":"python-ast@1","qualified_name":"find_repo_root","semantic_key":"python:function:find_repo_root","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a3768bb1b4757f9013b356b3:aoa:abyss-stack:anchor:cce6b5ef3097c83fb9ff2ada","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cce6b5ef3097c83fb9ff2ada","label":"_http_authority","locator":{"end_column":44,"end_line":127,"fragment":"","pointer":"","start_column":1,"start_line":125},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_http_authority","semantic_key":"python:function:_http_authority","source_id":"aoa:abyss-stack:artifact:a3768bb1b4757f9013b356b3","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:cdd5d6b7c9404bd2525cfd1e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:cdd5d6b7c9404bd2525cfd1e","label":"quest and dispatch schemas exist","locator":{"end_column":36,"end_line":36,"fragment":"","pointer":"/evidence/1","start_column":3,"start_line":36},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/evidence/1","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4:aoa:abyss-stack:anchor:9951c00f35248ec2b37d49ca","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:9951c00f35248ec2b37d49ca","label":"live runtime cutover","locator":{"end_column":73,"end_line":18,"fragment":"","pointer":"","start_column":3,"start_line":18},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-lifecycle-parts","target_ref":"start-stop/docs/LIVE_RUNTIME_CUTOVER_PACKET.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:18:3:0:start-stop/docs/LIVE_RUNTIME_CUTOVER_PACKET.md","source_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32:aoa:abyss-stack:anchor:0e78c16aa656f2f96bb7e59b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0e78c16aa656f2f96bb7e59b","label":"PhilosophyContractsResponse","locator":{"end_column":48,"end_line":122,"fragment":"","pointer":"","start_column":1,"start_line":112},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"PhilosophyContractsResponse","semantic_key":"python:class:PhilosophyContractsResponse","source_id":"aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:5f3fdce7fac2424f7ceace21","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:5f3fdce7fac2424f7ceace21","label":"ABYSS-STACK-D-0003 Mechanics Legacy Artifact Containment","locator":{"end_column":125,"end_line":85,"fragment":"","pointer":"","start_column":3,"start_line":85},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:mechanic-package","target_ref":"../ABYSS-STACK-D-0003-mechanics-legacy-artifact-containment.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:85:3:0:../ABYSS-STACK-D-0003-mechanics-legacy-artifact-containment.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:dfc39692ab87bf3ab877055f","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:dfc39692ab87bf3ab877055f","label":"ABYSS-STACK-D-0110 Admit External Actors Through Role-First Owner Contours","locator":{"end_column":161,"end_line":269,"fragment":"","pointer":"","start_column":3,"start_line":269},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:actor-admission","target_ref":"../ABYSS-STACK-D-0110-admit-external-actors-through-role-first-owner-contours.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:269:3:0:../ABYSS-STACK-D-0110-admit-external-actors-through-role-first-owner-contours.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/1f.jsonl b/kag/indexes/shards/anchor/1f.jsonl
index 2b68f1f81b..e717196c6b 100644
--- a/kag/indexes/shards/anchor/1f.jsonl
+++ b/kag/indexes/shards/anchor/1f.jsonl
@@ -10,7 +10,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:10997f074985998dc3d8a9ad:aoa:abyss-stack:anchor:2153a7255666f645d3a1d5b2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2153a7255666f645d3a1d5b2","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:10997f074985998dc3d8a9ad","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1:aoa:abyss-stack:anchor:cf8afeb06fe1415956b12826","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cf8afeb06fe1415956b12826","label":"test_rollback_plan_accepts_fresh_rollback_required_deploy_links","locator":{"end_column":10,"end_line":2320,"fragment":"","pointer":"","start_column":1,"start_line":2230},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:app.prepare_plan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:app.prepare_plan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:app.prepare_plan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:app.store.load"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:app.store.load"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:app.store.load"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:application"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:application"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:application"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:deployment_manifest_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:observation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:observation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:observation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:subject"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:subject"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:subject"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:timedelta"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","target_ref":"python:timedelta"}],"parser_ref":"python-ast@1","qualified_name":"test_rollback_plan_accepts_fresh_rollback_required_deploy_links","semantic_key":"python:function:test_rollback_plan_accepts_fresh_rollback_required_deploy_links","source_id":"aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:16f5a6e2d134c213003f8671:aoa:abyss-stack:anchor:367e94aee13d3c74df461c3f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:367e94aee13d3c74df461c3f","label":"Bootstrap","locator":{"end_column":11,"end_line":1,"fragment":"bootstrap","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:bootstrap","source_id":"aoa:abyss-stack:artifact:16f5a6e2d134c213003f8671","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:c21ad81f97b7873eb59fd4ee","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c21ad81f97b7873eb59fd4ee","label":"test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","locator":{"end_column":33,"end_line":858,"fragment":"","pointer":"","start_column":1,"start_line":805},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","target_ref":"python:validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","target_ref":"python:validator.validate"}],"parser_ref":"python-ast@1","qualified_name":"test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","semantic_key":"python:function:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:c21ad81f97b7873eb59fd4ee","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c21ad81f97b7873eb59fd4ee","label":"test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","locator":{"end_column":33,"end_line":870,"fragment":"","pointer":"","start_column":1,"start_line":817},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","target_ref":"python:validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","target_ref":"python:validator.validate"}],"parser_ref":"python-ast@1","qualified_name":"test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","semantic_key":"python:function:test_holder_receipt_schema_accepts_legacy_and_repaired_v1_receipts","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1928d2688efeb6720394c54d:aoa:abyss-stack:anchor:fb4cc9dba2cee86b6fb61c69","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:fb4cc9dba2cee86b6fb61c69","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:1928d2688efeb6720394c54d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:1ef1694341abc0103cf80bdf:aoa:abyss-stack:anchor:e2d5848657e1e5c850bad1fc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e2d5848657e1e5c850bad1fc","label":"test_unknown_owner_and_measurement_are_explicit","locator":{"end_column":86,"end_line":265,"fragment":"","pointer":"","start_column":1,"start_line":259},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_unknown_owner_and_measurement_are_explicit","target_ref":"python:seed_workspace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_unknown_owner_and_measurement_are_explicit","target_ref":"python:state.owner_port_read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_unknown_owner_and_measurement_are_explicit","target_ref":"python:state.owner_port_read"}],"parser_ref":"python-ast@1","qualified_name":"test_unknown_owner_and_measurement_are_explicit","semantic_key":"python:function:test_unknown_owner_and_measurement_are_explicit","source_id":"aoa:abyss-stack:artifact:1ef1694341abc0103cf80bdf","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1f63733307f0a53b367d2232:aoa:abyss-stack:anchor:c0ad3d871bd0f5d9363e6955","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c0ad3d871bd0f5d9363e6955","label":"ensure_parent","locator":{"end_column":51,"end_line":115,"fragment":"","pointer":"","start_column":1,"start_line":114},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_parent","target_ref":"python:path.parent.mkdir"}],"parser_ref":"python-ast@1","qualified_name":"ensure_parent","semantic_key":"python:function:ensure_parent","source_id":"aoa:abyss-stack:artifact:1f63733307f0a53b367d2232","symbol_kind":"function"}
@@ -37,9 +37,12 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:48d94d92d455c661f636c6a7:aoa:abyss-stack:anchor:caa51706f72c39fc502bf766","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:caa51706f72c39fc502bf766","label":"_ignored","locator":{"end_column":6,"end_line":101,"fragment":"","pointer":"","start_column":1,"start_line":95},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ignored","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ignored","target_ref":"python:relative.name.endswith"}],"parser_ref":"python-ast@1","qualified_name":"_ignored","semantic_key":"python:function:_ignored","source_id":"aoa:abyss-stack:artifact:48d94d92d455c661f636c6a7","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8:aoa:abyss-stack:anchor:9a185720b9120e23926661e3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9a185720b9120e23926661e3","label":"_account_attempt_wall_locked","locator":{"end_column":19,"end_line":14395,"fragment":"","pointer":"","start_column":5,"start_line":14374},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._account_attempt_wall_locked","target_ref":"python:attempt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._account_attempt_wall_locked","target_ref":"python:attempt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._account_attempt_wall_locked","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._account_attempt_wall_locked","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._account_attempt_wall_locked","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._account_attempt_wall_locked","target_ref":"python:parse_timestamp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._account_attempt_wall_locked","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"ExternalCodexRuntime._account_attempt_wall_locked","semantic_key":"python:method:ExternalCodexRuntime._account_attempt_wall_locked","source_id":"aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:59ee7d50e15b2d90758ed363:aoa:abyss-stack:anchor:6e566240d18aa8204ba7b919","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6e566240d18aa8204ba7b919","label":"2026-05-13 - A2A and memo compatibility boundary refinement","locator":{"end_column":62,"end_line":10,"fragment":"2026-05-13-a2a-and-memo-compatibility-boundary-refinement","pointer":"","start_column":1,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-05-13-a2a-and-memo-compatibility-boundary-refinement","source_id":"aoa:abyss-stack:artifact:59ee7d50e15b2d90758ed363","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:e564038604fe327ff630e92b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e564038604fe327ff630e92b","label":"test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","locator":{"end_column":62,"end_line":1256,"fragment":"","pointer":"","start_column":5,"start_line":1246},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","target_ref":"python:self.runtime.candidate_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_source_scan_aggregate_file_limit_degrades_without_unbounded_state","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:d4303a879c130c46986c6b53","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d4303a879c130c46986c6b53","label":"complexity_basis","locator":{"end_column":17,"end_line":21,"fragment":"","pointer":"/complexity_basis","start_column":1,"start_line":21},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/complexity_basis","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6757f802ddcf70a472022ea9:aoa:abyss-stack:anchor:cbba89f3cd27338f87216fd2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:cbba89f3cd27338f87216fd2","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:6757f802ddcf70a472022ea9","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a869a9f393c9c9af029c977:aoa:abyss-stack:anchor:b5edf24390dbb49ecf66cb38","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b5edf24390dbb49ecf66cb38","label":"observed_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/observed_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/observed_at","source_id":"aoa:abyss-stack:artifact:6a869a9f393c9c9af029c977","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:466a01329175ccebf2c21a09","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:466a01329175ccebf2c21a09","label":"preexisting_dirty_paths_preserved","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/preexisting_dirty_paths_preserved","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/preexisting_dirty_paths_preserved","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:4c995b43e0c72038edfe7400","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4c995b43e0c72038edfe7400","label":"changed_source_evidence","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/changed_source_evidence","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/changed_source_evidence","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c:aoa:abyss-stack:anchor:3be384947116f37059f4b486","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3be384947116f37059f4b486","label":"_model_set_sha256","locator":{"end_column":6,"end_line":346,"fragment":"","pointer":"","start_column":1,"start_line":335},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_model_set_sha256","target_ref":"python:_canonical_sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_model_set_sha256","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"_model_set_sha256","semantic_key":"python:function:_model_set_sha256","source_id":"aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c:aoa:abyss-stack:anchor:6838539ffe08a56ebfa3672c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6838539ffe08a56ebfa3672c","label":"_runtime_environment","locator":{"end_column":6,"end_line":443,"fragment":"","pointer":"","start_column":1,"start_line":428},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_runtime_environment","semantic_key":"python:function:_runtime_environment","source_id":"aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:74f1e3fcfdf8c4302c5daad0:aoa:abyss-stack:anchor:f10f553d05d6bd832774e393","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f10f553d05d6bd832774e393","label":"Rule","locator":{"end_column":7,"end_line":103,"fragment":"rule","pointer":"","start_column":1,"start_line":103},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rule","source_id":"aoa:abyss-stack:artifact:74f1e3fcfdf8c4302c5daad0","symbol_kind":""}
@@ -56,6 +59,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ea760f8380874c68b9ac11d:aoa:abyss-stack:anchor:a4bfc7ade391a3b009f7a714","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a4bfc7ade391a3b009f7a714","label":"Report","locator":{"end_column":9,"end_line":130,"fragment":"report","pointer":"","start_column":1,"start_line":130},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:report","source_id":"aoa:abyss-stack:artifact:8ea760f8380874c68b9ac11d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8f235ad4d8127c4a865999d1:aoa:abyss-stack:anchor:a40611e224baa71793860b8f","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a40611e224baa71793860b8f","label":"ambiguity","locator":{"end_column":14,"end_line":23,"fragment":"","pointer":"/complexity_basis/ambiguity","start_column":3,"start_line":23},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/complexity_basis/ambiguity","source_id":"aoa:abyss-stack:artifact:8f235ad4d8127c4a865999d1","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9840f3af69e7348061720de2:aoa:abyss-stack:anchor:53223bc0a91b43fa055e02cd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:53223bc0a91b43fa055e02cd","label":"Decision","locator":{"end_column":11,"end_line":35,"fragment":"decision","pointer":"","start_column":1,"start_line":35},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:9840f3af69e7348061720de2","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:fa4aa3ba1c53b1adf3db8bbc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fa4aa3ba1c53b1adf3db8bbc","label":"_string_list","locator":{"end_column":23,"end_line":718,"fragment":"","pointer":"","start_column":1,"start_line":713},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_string_list","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_string_list","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_string_list","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_string_list","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_string_list","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_string_list","target_ref":"python:list"}],"parser_ref":"python-ast@1","qualified_name":"_string_list","semantic_key":"python:function:_string_list","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a3768bb1b4757f9013b356b3:aoa:abyss-stack:anchor:aa28a9368ac6e782ecde3b1c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:aa28a9368ac6e782ecde3b1c","label":"http_auth_kwargs","locator":{"end_column":6,"end_line":193,"fragment":"","pointer":"","start_column":1,"start_line":147},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:AuthSettings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:StaticBearerTokenVerifier"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_CREDENTIAL_NAME_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_ENV_NAME_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_SCOPE_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_bearer_token"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_http_authority"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_loopback_transport_security"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:transport_settings"}],"parser_ref":"python-ast@1","qualified_name":"http_auth_kwargs","semantic_key":"python:function:http_auth_kwargs","source_id":"aoa:abyss-stack:artifact:a3768bb1b4757f9013b356b3","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:7963c926be8a9c6add9a0bb1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7963c926be8a9c6add9a0bb1","label":"plan_path","locator":{"end_column":81,"end_line":223,"fragment":"","pointer":"","start_column":1,"start_line":222},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:plan_path","target_ref":"python:scenario_root"}],"parser_ref":"python-ast@1","qualified_name":"plan_path","semantic_key":"python:function:plan_path","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:187876093578eca1f6a6d65a","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:187876093578eca1f6a6d65a","label":"ABYSS-STACK-D-0112 Require Evidence-Complete Owner-Contour Incarnations","locator":{"end_column":155,"end_line":481,"fragment":"","pointer":"","start_column":3,"start_line":481},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:incarnation-evidence","target_ref":"../ABYSS-STACK-D-0112-require-evidence-complete-owner-contour-incarnations.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:481:3:0:../ABYSS-STACK-D-0112-require-evidence-complete-owner-contour-incarnations.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/20.jsonl b/kag/indexes/shards/anchor/20.jsonl
index 663c4c5e30..6a0ca1354f 100644
--- a/kag/indexes/shards/anchor/20.jsonl
+++ b/kag/indexes/shards/anchor/20.jsonl
@@ -63,6 +63,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:97b64bbbcf02e8be93c6151e:aoa:abyss-stack:anchor:dfc09adf73a4709c4084d41e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:dfc09adf73a4709c4084d41e","label":"run_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/run_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/run_id","source_id":"aoa:abyss-stack:artifact:97b64bbbcf02e8be93c6151e","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:485fe04cc8666510df7662dd","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:485fe04cc8666510df7662dd","label":"static_configs","locator":{"end_column":19,"end_line":26,"fragment":"","pointer":"/scrape_configs/3/static_configs","start_column":5,"start_line":26},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs/3/static_configs","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae:aoa:abyss-stack:anchor:be080ff94128593227421bac","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:be080ff94128593227421bac","label":"RuntimeHygieneContractTests","locator":{"end_column":10,"end_line":214,"fragment":"","pointer":"","start_column":1,"start_line":22},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"RuntimeHygieneContractTests","semantic_key":"python:class:RuntimeHygieneContractTests","source_id":"aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae","symbol_kind":"class"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:9ce36bf3a882c491cb9fd3a3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9ce36bf3a882c491cb9fd3a3","label":"_validate_config_payload","locator":{"end_column":78,"end_line":1684,"fragment":"","pointer":"","start_column":1,"start_line":1578},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_positive_integer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:_validate_machine_binding_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:expected_provider.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:item.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:relative_path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_config_payload","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"_validate_config_payload","semantic_key":"python:function:_validate_config_payload","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:83787fedfaac2f81f23a016f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:83787fedfaac2f81f23a016f","label":"materialize","locator":{"end_column":46,"end_line":618,"fragment":"","pointer":"","start_column":1,"start_line":598},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:available_cases"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:contracts.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:log_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:mirror_readme"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:mirror_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:node_artifacts_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:program_readme"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:refresh_w5_outputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"materialize","semantic_key":"python:function:materialize","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:f8c05a6ac6ad01f5f59ff936","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:f8c05a6ac6ad01f5f59ff936","label":"mem_limit","locator":{"end_column":18,"end_line":11,"fragment":"","pointer":"/services/neo4j/mem_limit","start_column":5,"start_line":11},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/neo4j/mem_limit","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:3f698034dddc980f1214cb4d","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:3f698034dddc980f1214cb4d","label":"band","locator":{"end_column":14,"end_line":12,"fragment":"","pointer":"/band","start_column":1,"start_line":12},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/band","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/21.jsonl b/kag/indexes/shards/anchor/21.jsonl
index 71082bf858..0dedff16c5 100644
--- a/kag/indexes/shards/anchor/21.jsonl
+++ b/kag/indexes/shards/anchor/21.jsonl
@@ -70,6 +70,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:97b64bbbcf02e8be93c6151e:aoa:abyss-stack:anchor:e652a33f497687a9f8c2fdcf","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e652a33f497687a9f8c2fdcf","label":"trial_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/trial_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/trial_id","source_id":"aoa:abyss-stack:artifact:97b64bbbcf02e8be93c6151e","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9cc331a1e6b8e718de47f923:aoa:abyss-stack:anchor:683ea4734534379ac2ef7da6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:683ea4734534379ac2ef7da6","label":"repo","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/repo","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/repo","source_id":"aoa:abyss-stack:artifact:9cc331a1e6b8e718de47f923","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9cc331a1e6b8e718de47f923:aoa:abyss-stack:anchor:de25582cec0d0f2487a5c41b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:de25582cec0d0f2487a5c41b","label":"observation_intent","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/observation_intent","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/observation_intent","source_id":"aoa:abyss-stack:artifact:9cc331a1e6b8e718de47f923","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:74877afe787c4e0470ff1f70","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:74877afe787c4e0470ff1f70","label":"_require_fresh_machine_health","locator":{"end_column":6,"end_line":515,"fragment":"","pointer":"","start_column":1,"start_line":507},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_fresh_machine_health","target_ref":"python:_fresh_utc_timestamp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_fresh_machine_health","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_fresh_machine_health","target_ref":"python:evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_fresh_machine_health","target_ref":"python:health.get"}],"parser_ref":"python-ast@1","qualified_name":"_require_fresh_machine_health","semantic_key":"python:function:_require_fresh_machine_health","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:d9cb9eef8fd909a59115dda0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d9cb9eef8fd909a59115dda0","label":"__call__","locator":{"end_column":47,"end_line":543,"fragment":"","pointer":"","start_column":5,"start_line":520},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:CoverageSourceContextUnsupportedRunner.__call__","target_ref":"python:CommandOutput"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:CoverageSourceContextUnsupportedRunner.__call__","target_ref":"python:self.calls.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:CoverageSourceContextUnsupportedRunner.__call__","target_ref":"python:self.timeouts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:CoverageSourceContextUnsupportedRunner.__call__","target_ref":"python:super"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:CoverageSourceContextUnsupportedRunner.__call__","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"CoverageSourceContextUnsupportedRunner.__call__","semantic_key":"python:method:CoverageSourceContextUnsupportedRunner.__call__","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:9ec0129326baabf7d8683748","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:9ec0129326baabf7d8683748","label":"aoa.tuning.host_class","locator":{"end_column":54,"end_line":32,"fragment":"","pointer":"/services/postgres/labels/aoa.tuning.host_class","start_column":7,"start_line":32},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/labels/aoa.tuning.host_class","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a32fa5977f31c0c97d4e6355:aoa:abyss-stack:anchor:fab0b0cbdabb6246415f557b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:fab0b0cbdabb6246415f557b","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:a32fa5977f31c0c97d4e6355","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/22.jsonl b/kag/indexes/shards/anchor/22.jsonl
index a7e030b5d0..84689df124 100644
--- a/kag/indexes/shards/anchor/22.jsonl
+++ b/kag/indexes/shards/anchor/22.jsonl
@@ -62,6 +62,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:b9665fa47ba977ee81c8bb70","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b9665fa47ba977ee81c8bb70","label":"${AOA_GEMMA4_E2B_MODEL_HOST_PATH","locator":{"end_column":144,"end_line":59,"fragment":"","pointer":"/services/llama-cpp/volumes/1/${AOA_GEMMA4_E2B_MODEL_HOST_PATH","start_column":7,"start_line":59},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/volumes/1/${AOA_GEMMA4_E2B_MODEL_HOST_PATH","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e2e7088546da822b0544de2:aoa:abyss-stack:anchor:5c8c28dfcb7fa3fb37c01977","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:5c8c28dfcb7fa3fb37c01977","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9e2e7088546da822b0544de2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a098cade695650af539cd127:aoa:abyss-stack:anchor:25bf94023a4c9cea5164bd69","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:25bf94023a4c9cea5164bd69","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a098cade695650af539cd127","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:61300e007e29a9a366da598f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:61300e007e29a9a366da598f","label":"_immutable_runtime_fds","locator":{"end_column":18,"end_line":3350,"fragment":"","pointer":"","start_column":5,"start_line":3319},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_runtime_fds","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_runtime_fds","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_runtime_fds","target_ref":"python:_directory_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_runtime_fds","target_ref":"python:bindings.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_runtime_fds","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_runtime_fds","target_ref":"python:self._immutable_launch_fd"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_runtime_fds","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._immutable_runtime_fds","semantic_key":"python:method:ManagedLspSession._immutable_runtime_fds","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41:aoa:abyss-stack:anchor:627062cf5c97cb1d92cb59b9","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:627062cf5c97cb1d92cb59b9","label":"Truth status","locator":{"end_column":15,"end_line":216,"fragment":"truth-status","pointer":"","start_column":1,"start_line":216},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:truth-status","source_id":"aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:48945a85ad18aa884f297742","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:48945a85ad18aa884f297742","label":"write_scope","locator":{"end_column":23,"end_line":19,"fragment":"","pointer":"/write_scope","start_column":1,"start_line":19},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/write_scope","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:410faf5cb1a11cc2004f9922","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:410faf5cb1a11cc2004f9922","label":"ABYSS-STACK-D-0049 Federation Runtime Seams Validator Module","locator":{"end_column":133,"end_line":710,"fragment":"","pointer":"","start_column":3,"start_line":710},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-export","target_ref":"../ABYSS-STACK-D-0049-federation-runtime-seams-validator-module.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:710:3:0:../ABYSS-STACK-D-0049-federation-runtime-seams-validator-module.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/23.jsonl b/kag/indexes/shards/anchor/23.jsonl
index eca51edc33..972175462c 100644
--- a/kag/indexes/shards/anchor/23.jsonl
+++ b/kag/indexes/shards/anchor/23.jsonl
@@ -44,6 +44,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4:aoa:abyss-stack:anchor:8da02b1e94739988f0359206","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8da02b1e94739988f0359206","label":"delivery_target","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/delivery_target","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/delivery_target","source_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:62d814cfd6550b0c68972fe2:aoa:abyss-stack:anchor:ac715cabe357b60d30fdb306","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ac715cabe357b60d30fdb306","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:62d814cfd6550b0c68972fe2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56:aoa:abyss-stack:anchor:49fedaa582db592b5d53fdd2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:49fedaa582db592b5d53fdd2","label":"_container_fingerprint","locator":{"end_column":6,"end_line":190,"fragment":"","pointer":"","start_column":1,"start_line":163},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_container_fingerprint","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_container_fingerprint","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_container_fingerprint","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_container_fingerprint","target_ref":"python:completed.stderr.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_container_fingerprint","target_ref":"python:completed.stdout.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_container_fingerprint","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_container_fingerprint","target_ref":"python:shutil.which"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_container_fingerprint","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"_container_fingerprint","semantic_key":"python:function:_container_fingerprint","source_id":"aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:a62503a324c15011369f4425","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a62503a324c15011369f4425","label":"test_low_order_ed25519_points_are_rejected","locator":{"end_column":87,"end_line":2792,"fragment":"","pointer":"","start_column":5,"start_line":2790},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_low_order_ed25519_points_are_rejected","target_ref":"python:_ed25519_verify"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_low_order_ed25519_points_are_rejected","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_low_order_ed25519_points_are_rejected","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_low_order_ed25519_points_are_rejected","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_low_order_ed25519_points_are_rejected","target_ref":"python:self.assertFalse"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_low_order_ed25519_points_are_rejected","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_low_order_ed25519_points_are_rejected","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:8e1a3781c12b123a2bdfbbf6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8e1a3781c12b123a2bdfbbf6","label":"_socket_path","locator":{"end_column":16,"end_line":346,"fragment":"","pointer":"","start_column":1,"start_line":339},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_socket_path","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_socket_path","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_socket_path","target_ref":"python:path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_socket_path","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_socket_path","target_ref":"python:value.removeprefix"}],"parser_ref":"python-ast@1","qualified_name":"_socket_path","semantic_key":"python:function:_socket_path","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:75f22eff3bfad8e365792529:aoa:abyss-stack:anchor:1806352307487fbf19aa6b64","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:1806352307487fbf19aa6b64","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:75f22eff3bfad8e365792529","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:76ea7ba7c2095dbd7518ec23:aoa:abyss-stack:anchor:2c97d30f10bf0c4dd76e69b6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2c97d30f10bf0c4dd76e69b6","label":"recall_packet_ref","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/recall_packet_ref","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/recall_packet_ref","source_id":"aoa:abyss-stack:artifact:76ea7ba7c2095dbd7518ec23","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/24.jsonl b/kag/indexes/shards/anchor/24.jsonl
index 1929cc8c97..f7d454fb00 100644
--- a/kag/indexes/shards/anchor/24.jsonl
+++ b/kag/indexes/shards/anchor/24.jsonl
@@ -57,6 +57,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5771c68381636cee953d3058:aoa:abyss-stack:anchor:f86309ead8242385be7faf76","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f86309ead8242385be7faf76","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:5771c68381636cee953d3058","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb:aoa:abyss-stack:anchor:8661d67f8cb8787d673c2d60","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8661d67f8cb8787d673c2d60","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60020ffbb3b40f61c9b82e5e:aoa:abyss-stack:anchor:502d3d2c3a3a02ebb90ac9be","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:502d3d2c3a3a02ebb90ac9be","label":"`AGENTS.md`","locator":{"end_column":29,"end_line":333,"fragment":"","pointer":"","start_column":1,"start_line":333},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:agent-route","target_ref":"AGENTS.md#run"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:333:1:0:AGENTS.md#run","source_id":"aoa:abyss-stack:artifact:60020ffbb3b40f61c9b82e5e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:05654be648b80057d10aa3bd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:05654be648b80057d10aa3bd","label":"replace_after_binding","locator":{"end_column":49,"end_line":968,"fragment":"","pointer":"","start_column":9,"start_line":959},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot.replace_after_binding","target_ref":"python:config.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot.replace_after_binding","target_ref":"python:dependency.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot.replace_after_binding","target_ref":"python:real_popen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot.replace_after_binding","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot.replace_after_binding","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot.replace_after_binding","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot.replace_after_binding","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot.replace_after_binding","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot.replace_after_binding","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:b38df8abedd461349e0491f9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b38df8abedd461349e0491f9","label":"test_state_root_inside_source_is_rejected","locator":{"end_column":14,"end_line":3072,"fragment":"","pointer":"","start_column":5,"start_line":3067},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_root_inside_source_is_rejected","target_ref":"python:LiveCodeIntelligenceConfig"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_root_inside_source_is_rejected","target_ref":"python:self.assertRaises"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_state_root_inside_source_is_rejected","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_state_root_inside_source_is_rejected","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb:aoa:abyss-stack:anchor:7324f4761711036e7e14e40b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7324f4761711036e7e14e40b","label":"schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema","source_id":"aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:fbea75b3a1eae023e9fc6486","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fbea75b3a1eae023e9fc6486","label":"prepare_run","locator":{"end_column":29,"end_line":102,"fragment":"","pointer":"","start_column":5,"start_line":100},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"GovernedBackend.prepare_run","semantic_key":"python:method:GovernedBackend.prepare_run","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:4a19e0ccb304742a8b6fbb11","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4a19e0ccb304742a8b6fbb11","label":"_secret_from_file_or_env","locator":{"end_column":44,"end_line":89,"fragment":"","pointer":"","start_column":1,"start_line":78},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_secret_from_file_or_env","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_secret_from_file_or_env","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_secret_from_file_or_env","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_secret_from_file_or_env","target_ref":"python:os.getenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_secret_from_file_or_env","target_ref":"python:os.getenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_secret_from_file_or_env","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"_secret_from_file_or_env","semantic_key":"python:function:_secret_from_file_or_env","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"function"}
@@ -81,6 +83,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8e076d12455bf83fd5016a08:aoa:abyss-stack:anchor:4e3100d2082bba73669bb548","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4e3100d2082bba73669bb548","label":"__init__","locator":{"end_column":10,"end_line":489,"fragment":"","pointer":"","start_column":5,"start_line":478},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.__init__","target_ref":"python:FileTaskStore"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.__init__","target_ref":"python:MCPTasksAdapter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.__init__","target_ref":"python:_TaskPayloadStore"}],"parser_ref":"python-ast@1","qualified_name":"StackReadTasksExtension.__init__","semantic_key":"python:method:StackReadTasksExtension.__init__","source_id":"aoa:abyss-stack:artifact:8e076d12455bf83fd5016a08","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:93400db88cd62d2a81a90650:aoa:abyss-stack:anchor:ba6889d724f295d65069935b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ba6889d724f295d65069935b","label":"_load_passages","locator":{"end_column":39,"end_line":292,"fragment":"","pointer":"","start_column":1,"start_line":259},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:SemanticRetrievalError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:SemanticRetrievalError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:SemanticRetrievalError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:_language_for_item"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:passages.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:structure_receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:structure_receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:structure_receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:text_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:unit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_passages","target_ref":"python:unit.get"}],"parser_ref":"python-ast@1","qualified_name":"_load_passages","semantic_key":"python:function:_load_passages","source_id":"aoa:abyss-stack:artifact:93400db88cd62d2a81a90650","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:44962b56d02869f1eccad97a","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:44962b56d02869f1eccad97a","label":"LLAMA_ARG_FIT","locator":{"end_column":25,"end_line":45,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_FIT","start_column":7,"start_line":45},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_FIT","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:52f3ac3576da3b2cc8370de2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:52f3ac3576da3b2cc8370de2","label":"machine_evidence_digest","locator":{"end_column":37,"end_line":848,"fragment":"","pointer":"","start_column":1,"start_line":838},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:machine_evidence_digest","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:machine_evidence_digest","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:machine_evidence_digest","target_ref":"python:unsigned.pop"}],"parser_ref":"python-ast@1","qualified_name":"machine_evidence_digest","semantic_key":"python:function:machine_evidence_digest","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:01c499ff41855dfed2e11ce4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:01c499ff41855dfed2e11ce4","label":"patched_repo_root_for_w5","locator":{"end_column":48,"end_line":560,"fragment":"","pointer":"","start_column":1,"start_line":550},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"patched_repo_root_for_w5","semantic_key":"python:function:patched_repo_root_for_w5","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:86956f8d2027fe16b3b9babd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:86956f8d2027fe16b3b9babd","label":"print_all_status","locator":{"end_column":95,"end_line":2825,"fragment":"","pointer":"","start_column":1,"start_line":2823},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_all_status","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_all_status","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_all_status","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_all_status","target_ref":"python:refresh_w5_outputs"}],"parser_ref":"python-ast@1","qualified_name":"print_all_status","semantic_key":"python:function:print_all_status","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:f585a7556f4d8d9474b95dda","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f585a7556f4d8d9474b95dda","label":"save_graph_state","locator":{"end_column":106,"end_line":413,"fragment":"","pointer":"","start_column":1,"start_line":380},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:history_file.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:history_file.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:history_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:journal_file.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:journal_file.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:journal_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:state_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:save_graph_state","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"save_graph_state","semantic_key":"python:function:save_graph_state","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/250.jsonl b/kag/indexes/shards/anchor/250.jsonl
index 7de40e9a2e..1db9b87356 100644
--- a/kag/indexes/shards/anchor/250.jsonl
+++ b/kag/indexes/shards/anchor/250.jsonl
@@ -3,5 +3,6 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:41880163345233e7ac4fa00e:aoa:abyss-stack:anchor:1ef9940848ba427632e4f304","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1ef9940848ba427632e4f304","label":"Stronger owner split","locator":{"end_column":24,"end_line":23,"fragment":"stronger-owner-split","pointer":"","start_column":1,"start_line":23},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:stronger-owner-split","source_id":"aoa:abyss-stack:artifact:41880163345233e7ac4fa00e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:41e03386d3e0ca148b4ff975","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:41e03386d3e0ca148b4ff975","label":"_owner_projection","locator":{"end_column":6,"end_line":210,"fragment":"","pointer":"","start_column":1,"start_line":196},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_owner_projection","target_ref":"python:_nonempty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_owner_projection","target_ref":"python:owner.get"}],"parser_ref":"python-ast@1","qualified_name":"_owner_projection","semantic_key":"python:function:_owner_projection","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:a05d5121a858b245697ec1b0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a05d5121a858b245697ec1b0","label":"exact process identity","locator":{"end_column":25,"end_line":481,"fragment":"exact-process-identity","pointer":"","start_column":1,"start_line":481},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:exact-process-identity","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:a35333aac85c854249a12200","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a35333aac85c854249a12200","label":"Stronger owner split","locator":{"end_column":24,"end_line":22,"fragment":"stronger-owner-split","pointer":"","start_column":1,"start_line":22},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:stronger-owner-split","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acafe20e4896b466bc5b3a8c:aoa:abyss-stack:anchor:6efc8760c07cfa0cb433f151","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6efc8760c07cfa0cb433f151","label":"main","locator":{"end_column":40,"end_line":184,"fragment":"","pointer":"","start_column":1,"start_line":142},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:exc.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:run_check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sys.stdout.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:type"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:acafe20e4896b466bc5b3a8c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:bdac4a8725079d08dd9c34bd:aoa:abyss-stack:anchor:96e041fcf68c473e8ddbca62","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:96e041fcf68c473e8ddbca62","label":"Canonical variables","locator":{"end_column":22,"end_line":11,"fragment":"canonical-variables","pointer":"","start_column":1,"start_line":11},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:canonical-variables","source_id":"aoa:abyss-stack:artifact:bdac4a8725079d08dd9c34bd","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/25c.jsonl b/kag/indexes/shards/anchor/25c.jsonl
index b8b0e78f89..b9d48f8063 100644
--- a/kag/indexes/shards/anchor/25c.jsonl
+++ b/kag/indexes/shards/anchor/25c.jsonl
@@ -3,3 +3,4 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:30bc55a3806137d129efd44b:aoa:abyss-stack:anchor:464bfaa1ed9fcf4df7c1d188","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:464bfaa1ed9fcf4df7c1d188","label":"_canonical_sha256","locator":{"end_column":60,"end_line":70,"fragment":"","pointer":"","start_column":1,"start_line":68},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:body.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"_canonical_sha256","semantic_key":"python:function:_canonical_sha256","source_id":"aoa:abyss-stack:artifact:30bc55a3806137d129efd44b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:bf8286ac6afb95a1e97f872d:aoa:abyss-stack:anchor:7853210b301ac6646941015f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7853210b301ac6646941015f","label":"Treat as P0","locator":{"end_column":15,"end_line":124,"fragment":"treat-as-p0","pointer":"","start_column":1,"start_line":124},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:treat-as-p0","source_id":"aoa:abyss-stack:artifact:bf8286ac6afb95a1e97f872d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:c4fae0250867b1b42c66cced:aoa:abyss-stack:anchor:980bcaa661bb050e855b9f71","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:980bcaa661bb050e855b9f71","label":"1. Re-read the current winner","locator":{"end_column":33,"end_line":69,"fragment":"1-re-read-the-current-winner","pointer":"","start_column":1,"start_line":69},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:1-re-read-the-current-winner","source_id":"aoa:abyss-stack:artifact:c4fae0250867b1b42c66cced","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80:aoa:abyss-stack:anchor:58045a65bb720fc902faa8f7","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:58045a65bb720fc902faa8f7","label":"Effects and next route","locator":{"end_column":25,"end_line":153,"fragment":"effects-and-next-route","pointer":"","start_column":1,"start_line":153},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:effects-and-next-route","source_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/26.jsonl b/kag/indexes/shards/anchor/26.jsonl
index 882fef61a7..ae060c34e7 100644
--- a/kag/indexes/shards/anchor/26.jsonl
+++ b/kag/indexes/shards/anchor/26.jsonl
@@ -48,6 +48,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2:aoa:abyss-stack:anchor:64509f3da426b81f0ee513d9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:64509f3da426b81f0ee513d9","label":"_contour_status","locator":{"end_column":6,"end_line":313,"fragment":"","pointer":"","start_column":1,"start_line":242},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_status","target_ref":"python:AdmissionStatusAxis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_status","target_ref":"python:ContourSystemStatus"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_status","target_ref":"python:OwnerStatusAxis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_status","target_ref":"python:RuntimeStatusAxis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_status","target_ref":"python:dict.fromkeys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_status","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_status","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_status","target_ref":"python:registry_contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_status","target_ref":"python:registry_contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_status","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"_contour_status","semantic_key":"python:function:_contour_status","source_id":"aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:4b790d9fd6981555ff4565c5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4b790d9fd6981555ff4565c5","label":"aoa_decisions_search","locator":{"end_column":79,"end_line":277,"fragment":"","pointer":"","start_column":9,"start_line":273},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.aoa_decisions_search","target_ref":"python:current_state"}],"parser_ref":"python-ast@1","qualified_name":"build_server.aoa_decisions_search","semantic_key":"python:method:build_server.aoa_decisions_search","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a295f5e899eff98ab721e6e:aoa:abyss-stack:anchor:3fd664272ee1282db6d45124","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3fd664272ee1282db6d45124","label":"Observability Bind State and Launcher Cgroup Boundary","locator":{"end_column":55,"end_line":1,"fragment":"observability-bind-state-and-launcher-cgroup-boundary","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:observability-bind-state-and-launcher-cgroup-boundary","source_id":"aoa:abyss-stack:artifact:6a295f5e899eff98ab721e6e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:cbeae4e5eb22c151d80b639f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:cbeae4e5eb22c151d80b639f","label":"private_capture","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/private_capture","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/private_capture","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:701c9a47efe1e4efa94b02a6:aoa:abyss-stack:anchor:f8d9d0ee55daa0b6819a7098","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f8d9d0ee55daa0b6819a7098","label":"test_warns_when_federated_consumer_is_enabled_without_federation_profile","locator":{"end_column":60,"end_line":215,"fragment":"","pointer":"","start_column":5,"start_line":201},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","target_ref":"python:build_fake_bin"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","target_ref":"python:build_stack_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","target_ref":"python:run_doctor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","semantic_key":"python:method:AoaDoctorTests.test_warns_when_federated_consumer_is_enabled_without_federation_profile","source_id":"aoa:abyss-stack:artifact:701c9a47efe1e4efa94b02a6","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:74b30399af1667692b51aee6:aoa:abyss-stack:anchor:4061ea9e43837de28958482c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4061ea9e43837de28958482c","label":"AoAStackOverflowConnectorMCPState","locator":{"end_column":22,"end_line":276,"fragment":"","pointer":"","start_column":1,"start_line":74},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"AoAStackOverflowConnectorMCPState","semantic_key":"python:class:AoAStackOverflowConnectorMCPState","source_id":"aoa:abyss-stack:artifact:74b30399af1667692b51aee6","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:770f3f7bca420941cb5b79a1:aoa:abyss-stack:anchor:d3f188283753e8596b07c5f9","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:d3f188283753e8596b07c5f9","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:770f3f7bca420941cb5b79a1","symbol_kind":""}
@@ -67,6 +68,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9035adedf9ee9a1b9e3834d9:aoa:abyss-stack:anchor:5ca52cb956b8ce25bf2185dd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5ca52cb956b8ce25bf2185dd","label":"_provider_child_path","locator":{"end_column":20,"end_line":38,"fragment":"","pointer":"","start_column":1,"start_line":29},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_child_path","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_child_path","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_child_path","target_ref":"python:candidate.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_child_path","target_ref":"python:ref_path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_child_path","target_ref":"python:resolved.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_child_path","target_ref":"python:root.resolve"}],"parser_ref":"python-ast@1","qualified_name":"_provider_child_path","semantic_key":"python:function:_provider_child_path","source_id":"aoa:abyss-stack:artifact:9035adedf9ee9a1b9e3834d9","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:98b9bdeccf4b63a7dd99a0ee:aoa:abyss-stack:anchor:6acb96a143df24c03bc6a193","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:6acb96a143df24c03bc6a193","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:98b9bdeccf4b63a7dd99a0ee","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:32181db02c1bfa4434b620d9","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:32181db02c1bfa4434b620d9","label":"static_configs","locator":{"end_column":19,"end_line":31,"fragment":"","pointer":"/scrape_configs/4/static_configs","start_column":5,"start_line":31},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs/4/static_configs","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:3c1b3003e1a976514e952f8b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3c1b3003e1a976514e952f8b","label":"_visit_definition","locator":{"end_column":31,"end_line":1976,"fragment":"","pointer":"","start_column":5,"start_line":1968},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition","target_ref":"python:self._definition"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition","target_ref":"python:self._visit_definition_expressions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition","target_ref":"python:self.scope_ids.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition","target_ref":"python:self.scope_ids.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition","target_ref":"python:self.scope_names.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition","target_ref":"python:self.scope_names.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition","target_ref":"python:self.visit"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor._visit_definition","semantic_key":"python:method:_PythonObservationVisitor._visit_definition","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:aa35608eee145c74e2caf3a9:aoa:abyss-stack:anchor:f9217a811aa3b77d7c04cffe","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f9217a811aa3b77d7c04cffe","label":"aoa-kag-mcp Boundaries","locator":{"end_column":24,"end_line":1,"fragment":"aoa-kag-mcp-boundaries","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:aoa-kag-mcp-boundaries","source_id":"aoa:abyss-stack:artifact:aa35608eee145c74e2caf3a9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:327266c8108b920bc9def624","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:327266c8108b920bc9def624","label":"ABYSS-STACK-D-0108 Modern-Only MCP Organ Runtime","locator":{"end_column":109,"end_line":356,"fragment":"","pointer":"","start_column":3,"start_line":356},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:consumer-compatibility","target_ref":"../ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:356:3:0:../ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:44a9c12c51c24bc3b70e7707","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:44a9c12c51c24bc3b70e7707","label":"ABYSS-STACK-D-0103 Compose Independent Codex Hook Fragments","locator":{"end_column":131,"end_line":338,"fragment":"","pointer":"","start_column":3,"start_line":338},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:config-projection","target_ref":"../ABYSS-STACK-D-0103-compose-independent-codex-hook-fragments.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:338:3:0:../ABYSS-STACK-D-0103-compose-independent-codex-hook-fragments.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/27.jsonl b/kag/indexes/shards/anchor/27.jsonl
index 1efb2562a4..64ca31ff7c 100644
--- a/kag/indexes/shards/anchor/27.jsonl
+++ b/kag/indexes/shards/anchor/27.jsonl
@@ -10,7 +10,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1:aoa:abyss-stack:anchor:f931aeb2870df0d18b5f5121","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f931aeb2870df0d18b5f5121","label":"test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","locator":{"end_column":10,"end_line":897,"fragment":"","pointer":"","start_column":1,"start_line":848},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:PolicyAuditJournal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:PolicyAuditJournal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:PolicyAuditJournal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:PolicyAuditJournal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:policy_identity"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:policy_seam"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","target_ref":"python:seam.invoke"}],"parser_ref":"python-ast@1","qualified_name":"test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","semantic_key":"python:function:test_policy_audit_journal_rejects_tamper_partial_records_and_wrong_contour","source_id":"aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36:aoa:abyss-stack:anchor:74567abd40754fd9b55947e8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:74567abd40754fd9b55947e8","label":"_epub_member","locator":{"end_column":6,"end_line":245,"fragment":"","pointer":"","start_column":1,"start_line":220},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_epub_member","target_ref":"python:NativeStructureError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_epub_member","target_ref":"python:NativeStructureError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_epub_member","target_ref":"python:_sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_epub_member","target_ref":"python:archive.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_epub_member","target_ref":"python:extract_xhtml_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_epub_member","target_ref":"python:text.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_epub_member","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_epub_member","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_epub_member","target_ref":"python:warnings.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_epub_member","target_ref":"python:zipfile.ZipFile"}],"parser_ref":"python-ast@1","qualified_name":"_epub_member","semantic_key":"python:function:_epub_member","source_id":"aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:182ebd9f8682ad27807c9a66:aoa:abyss-stack:anchor:ebf2ad3c1798c5b57454cf93","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ebf2ad3c1798c5b57454cf93","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:182ebd9f8682ad27807c9a66","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:f7dcfab23f21198bc2e90ecb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f7dcfab23f21198bc2e90ecb","label":"load_json","locator":{"end_column":79,"end_line":396,"fragment":"","pointer":"","start_column":1,"start_line":395},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:json.loads"}],"parser_ref":"python-ast@1","qualified_name":"load_json","semantic_key":"python:function:load_json","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:f7dcfab23f21198bc2e90ecb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f7dcfab23f21198bc2e90ecb","label":"load_json","locator":{"end_column":79,"end_line":408,"fragment":"","pointer":"","start_column":1,"start_line":407},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:json.loads"}],"parser_ref":"python-ast@1","qualified_name":"load_json","semantic_key":"python:function:load_json","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1cfbc109f27c28636ede4fbd:aoa:abyss-stack:anchor:3681899371417c5ec9bf4c69","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3681899371417c5ec9bf4c69","label":"ttl_source","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/ttl_source","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/ttl_source","source_id":"aoa:abyss-stack:artifact:1cfbc109f27c28636ede4fbd","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1dbb30958e1bf1da998293a0:aoa:abyss-stack:anchor:764efb301e1d049004a09b75","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:764efb301e1d049004a09b75","label":"summary_path","locator":{"end_column":46,"end_line":170,"fragment":"","pointer":"","start_column":5,"start_line":169},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"AoADecisionsMCPState.summary_path","semantic_key":"python:method:AoADecisionsMCPState.summary_path","source_id":"aoa:abyss-stack:artifact:1dbb30958e1bf1da998293a0","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:20406aeceb5067c3b5e6af44:aoa:abyss-stack:anchor:284ddb6dc61be595a5942bb4","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:284ddb6dc61be595a5942bb4","label":"diagnostics","locator":{"end_column":15,"end_line":64,"fragment":"","pointer":"/tags/3","start_column":3,"start_line":64},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/tags/3","source_id":"aoa:abyss-stack:artifact:20406aeceb5067c3b5e6af44","symbol_kind":""}
@@ -67,6 +67,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9905c34186b451f06489c26e:aoa:abyss-stack:anchor:853635fd62f871cd7e070d88","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:853635fd62f871cd7e070d88","label":"test_transport_failure_with_live_process_is_causal_stasis_and_typed_wake","locator":{"end_column":6,"end_line":167,"fragment":"","pointer":"","start_column":1,"start_line":121},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_transport_failure_with_live_process_is_causal_stasis_and_typed_wake","target_ref":"python:MODULE.observe_once"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_transport_failure_with_live_process_is_causal_stasis_and_typed_wake","target_ref":"python:_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_transport_failure_with_live_process_is_causal_stasis_and_typed_wake","target_ref":"python:_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_transport_failure_with_live_process_is_causal_stasis_and_typed_wake","target_ref":"python:_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_transport_failure_with_live_process_is_causal_stasis_and_typed_wake","target_ref":"python:observation"}],"parser_ref":"python-ast@1","qualified_name":"test_transport_failure_with_live_process_is_causal_stasis_and_typed_wake","semantic_key":"python:function:test_transport_failure_with_live_process_is_causal_stasis_and_typed_wake","source_id":"aoa:abyss-stack:artifact:9905c34186b451f06489c26e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a702f0ce45c0bef0a5e94a1:aoa:abyss-stack:anchor:8c08a704ba2ec43e394ecc7d","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:8c08a704ba2ec43e394ecc7d","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9a702f0ce45c0bef0a5e94a1","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:3ff35c75a2a33d096b358509","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:3ff35c75a2a33d096b358509","label":"targets","locator":{"end_column":16,"end_line":32,"fragment":"","pointer":"/scrape_configs/4/static_configs/0/targets","start_column":7,"start_line":32},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs/4/static_configs/0/targets","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:91082bab247430ea385a8d09","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:91082bab247430ea385a8d09","label":"_prepare_operation_receipt_directory","locator":{"end_column":14,"end_line":5054,"fragment":"","pointer":"","start_column":5,"start_line":5034},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_operation_receipt_directory","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_operation_receipt_directory","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_operation_receipt_directory","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_operation_receipt_directory","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_operation_receipt_directory","target_ref":"python:self.operation_receipts_path.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_operation_receipt_directory","target_ref":"python:self.operation_receipts_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_operation_receipt_directory","target_ref":"python:self.operation_receipts_path.mkdir"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._prepare_operation_receipt_directory","semantic_key":"python:method:LiveCodeIntelligenceRuntime._prepare_operation_receipt_directory","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:fdc844d6b9e37a8c41a03f0f","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:fdc844d6b9e37a8c41a03f0f","label":"aoa.tuning.overlay","locator":{"end_column":61,"end_line":21,"fragment":"","pointer":"/services/qdrant/labels/aoa.tuning.overlay","start_column":7,"start_line":21},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/qdrant/labels/aoa.tuning.overlay","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a32fa5977f31c0c97d4e6355:aoa:abyss-stack:anchor:1827ac1a3f18965c07a65cdb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1827ac1a3f18965c07a65cdb","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:a32fa5977f31c0c97d4e6355","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:95d04f5f380d6bcad8b9c638","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:95d04f5f380d6bcad8b9c638","label":"target","locator":{"end_column":14,"end_line":40,"fragment":"","pointer":"/harvest/target","start_column":3,"start_line":40},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/harvest/target","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/28.jsonl b/kag/indexes/shards/anchor/28.jsonl
index 466835b73d..eb45a8a7b2 100644
--- a/kag/indexes/shards/anchor/28.jsonl
+++ b/kag/indexes/shards/anchor/28.jsonl
@@ -33,6 +33,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:653bbecb0a9960dbb833d81f:aoa:abyss-stack:anchor:d409712533dc56ee243805db","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d409712533dc56ee243805db","label":"StackPolicySeam","locator":{"end_column":24,"end_line":385,"fragment":"","pointer":"","start_column":1,"start_line":63},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"StackPolicySeam","semantic_key":"python:class:StackPolicySeam","source_id":"aoa:abyss-stack:artifact:653bbecb0a9960dbb833d81f","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2:aoa:abyss-stack:anchor:08ce5bfce8ed3f8b02d29189","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:08ce5bfce8ed3f8b02d29189","label":"TaskQuotaSystemStatus","locator":{"end_column":40,"end_line":86,"fragment":"","pointer":"","start_column":1,"start_line":81},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskQuotaSystemStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskQuotaSystemStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskQuotaSystemStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskQuotaSystemStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskQuotaSystemStatus","target_ref":"python:Field"}],"parser_ref":"python-ast@1","qualified_name":"TaskQuotaSystemStatus","semantic_key":"python:class:TaskQuotaSystemStatus","source_id":"aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:fa895d42171a864754a6d186","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fa895d42171a864754a6d186","label":"_bind_server_info_version","locator":{"end_column":54,"end_line":35,"fragment":"","pointer":"","start_column":1,"start_line":29},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bind_server_info_version","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bind_server_info_version","target_ref":"python:_application_version"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bind_server_info_version","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bind_server_info_version","target_ref":"python:hasattr"}],"parser_ref":"python-ast@1","qualified_name":"_bind_server_info_version","semantic_key":"python:function:_bind_server_info_version","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:805e15ffc46a095e8f3b9225","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:805e15ffc46a095e8f3b9225","label":"test_source_and_state_symlinks_are_fail_closed","locator":{"end_column":80,"end_line":2070,"fragment":"","pointer":"","start_column":5,"start_line":2057},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","target_ref":"python:outside_source.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","target_ref":"python:outside_state.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","target_ref":"python:outside_state.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","target_ref":"python:self.runtime.current_path.symlink_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","target_ref":"python:self.runtime.current_path.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","target_ref":"python:self.runtime.refresh"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_source_and_state_symlinks_are_fail_closed","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2:aoa:abyss-stack:anchor:0a0d5ca0557159f1b7825ee0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0a0d5ca0557159f1b7825ee0","label":"execute_tesseract_ocr","locator":{"end_column":51,"end_line":448,"fragment":"","pointer":"","start_column":1,"start_line":175},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:EXPECTED_OUTPUT_EXTENSIONS.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:LANGUAGE_MAP.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_output_set_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_tsv_diagnostics"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_verify_prepared_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_version"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:artifact_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:artifact_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:artifact_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:artifact_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:artifact_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:command.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:completed.stderr.decode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:completed.stderr.decode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:environment.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:environment.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:image_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:output_base.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:output_base.with_suffix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:output_base.with_suffix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:output_base.with_suffix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:platform.python_version"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:render_manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:render_manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:render_manifest_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:render_manifest_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:resource.getrusage"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:resource.getrusage"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:run_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:run_root.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:runtime_manifest_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:runtime_manifest_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:sample_plan_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:sample_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:samples.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:statistics.fmean"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:stderr_text.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:stderr_text.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:text.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:text.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:validate_visual_plan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:verify_render_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:verify_runtime_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:warnings.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_tesseract_ocr","target_ref":"python:warnings.append"}],"parser_ref":"python-ast@1","qualified_name":"execute_tesseract_ocr","semantic_key":"python:function:execute_tesseract_ocr","source_id":"aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:95cf4f5b72fbeda510943ff2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:95cf4f5b72fbeda510943ff2","label":"test_delivery_steers_active_turn_from_bounded_turn_page","locator":{"end_column":64,"end_line":1160,"fragment":"","pointer":"","start_column":1,"start_line":1128},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_delivery_steers_active_turn_from_bounded_turn_page","target_ref":"python:FakeRpc"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_delivery_steers_active_turn_from_bounded_turn_page","target_ref":"python:MODULE.deliver_handoff"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_delivery_steers_active_turn_from_bounded_turn_page","target_ref":"python:MODULE.validate_return_owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_delivery_steers_active_turn_from_bounded_turn_page","target_ref":"python:handoff.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_delivery_steers_active_turn_from_bounded_turn_page","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_delivery_steers_active_turn_from_bounded_turn_page","target_ref":"python:owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_delivery_steers_active_turn_from_bounded_turn_page","target_ref":"python:owner_path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"test_delivery_steers_active_turn_from_bounded_turn_page","semantic_key":"python:function:test_delivery_steers_active_turn_from_bounded_turn_page","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:dd86abc1998ebc4bd3859a0b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dd86abc1998ebc4bd3859a0b","label":"_load_or_initialize","locator":{"end_column":10,"end_line":1124,"fragment":"","pointer":"","start_column":5,"start_line":1083},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_or_initialize","target_ref":"python:RunStatus"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_or_initialize","target_ref":"python:plan.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_or_initialize","target_ref":"python:profile.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_or_initialize","target_ref":"python:self._assert_state_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_or_initialize","target_ref":"python:self._load_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_or_initialize","target_ref":"python:session.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_or_initialize","target_ref":"python:state.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_or_initialize","target_ref":"python:state.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_or_initialize","target_ref":"python:status.model_dump"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._load_or_initialize","semantic_key":"python:method:AgentOSRuntimeBridge._load_or_initialize","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/2a.jsonl b/kag/indexes/shards/anchor/2a.jsonl
index 5152a4169b..99666d379f 100644
--- a/kag/indexes/shards/anchor/2a.jsonl
+++ b/kag/indexes/shards/anchor/2a.jsonl
@@ -42,6 +42,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61b22ebdfaca43f7647707c8:aoa:abyss-stack:anchor:8b3bc002f925d587a7a3ad57","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8b3bc002f925d587a7a3ad57","label":"Options considered","locator":{"end_column":21,"end_line":38,"fragment":"options-considered","pointer":"","start_column":1,"start_line":38},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:61b22ebdfaca43f7647707c8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:647612e3f5f8dc630f3f6f60:aoa:abyss-stack:anchor:20216b06d0a4059f9d225aef","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:20216b06d0a4059f9d225aef","label":"Rationale","locator":{"end_column":12,"end_line":46,"fragment":"rationale","pointer":"","start_column":1,"start_line":46},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:647612e3f5f8dc630f3f6f60","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:5f16f707804e677cf5d12f07","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5f16f707804e677cf5d12f07","label":"abyss_machine_surfaces","locator":{"end_column":52,"end_line":125,"fragment":"","pointer":"","start_column":5,"start_line":123},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.abyss_machine_surfaces","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.abyss_machine_surfaces","target_ref":"python:mcp.tool"}],"parser_ref":"python-ast@1","qualified_name":"build_server.abyss_machine_surfaces","semantic_key":"python:method:build_server.abyss_machine_surfaces","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:3f7118d3d93a13216f612757","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3f7118d3d93a13216f612757","label":"test_refresh_fails_closed_without_cross_process_lock","locator":{"end_column":46,"end_line":3018,"fragment":"","pointer":"","start_column":5,"start_line":3013},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_fails_closed_without_cross_process_lock","target_ref":"python:mock.patch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_fails_closed_without_cross_process_lock","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_fails_closed_without_cross_process_lock","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_fails_closed_without_cross_process_lock","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_fails_closed_without_cross_process_lock","target_ref":"python:self.state.exists"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_refresh_fails_closed_without_cross_process_lock","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_refresh_fails_closed_without_cross_process_lock","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:854c360864926f57ec1435fb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:854c360864926f57ec1435fb","label":"test_rollback_receipt_failure_restores_degraded_candidate","locator":{"end_column":85,"end_line":2974,"fragment":"","pointer":"","start_column":5,"start_line":2953},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.runtime.candidate_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.runtime.candidate_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.runtime.last_good_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.runtime.last_good_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.runtime.rollback"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_rollback_receipt_failure_restores_degraded_candidate","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:85ffdd7d86b4d7ba61cc643b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:85ffdd7d86b4d7ba61cc643b","label":"test_self_asserted_registry_gate_requires_the_machine_trust_anchor","locator":{"end_column":14,"end_line":1938,"fragment":"","pointer":"","start_column":5,"start_line":1877},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:base64.b64encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:bundle_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:machine_evidence_bundle_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:machine_evidence_gate_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","target_ref":"python:self.machine_evidence"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_self_asserted_registry_gate_requires_the_machine_trust_anchor","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6e127db861054608327a1b1d:aoa:abyss-stack:anchor:83825db44714b9e61b3e5536","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:83825db44714b9e61b3e5536","label":"Consequences","locator":{"end_column":15,"end_line":242,"fragment":"consequences","pointer":"","start_column":1,"start_line":242},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:6e127db861054608327a1b1d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7db4c959e5f1df2adfb698c3:aoa:abyss-stack:anchor:267b831fad85bf57156b78de","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:267b831fad85bf57156b78de","label":"core_read_migration_independent","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/core_read_migration_independent","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/core_read_migration_independent","source_id":"aoa:abyss-stack:artifact:7db4c959e5f1df2adfb698c3","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1:aoa:abyss-stack:anchor:100ff1e2933393200fb2bc1d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:100ff1e2933393200fb2bc1d","label":"2026-05-25","locator":{"end_column":13,"end_line":66,"fragment":"2026-05-25","pointer":"","start_column":1,"start_line":66},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-05-25","source_id":"aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/2d.jsonl b/kag/indexes/shards/anchor/2d.jsonl
index 8801474d07..c5af32e403 100644
--- a/kag/indexes/shards/anchor/2d.jsonl
+++ b/kag/indexes/shards/anchor/2d.jsonl
@@ -64,6 +64,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:908f88e62684b179bacaca30:aoa:abyss-stack:anchor:4ea7ffbc71b8a4fb9891dac7","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4ea7ffbc71b8a4fb9891dac7","label":"Context","locator":{"end_column":10,"end_line":18,"fragment":"context","pointer":"","start_column":1,"start_line":18},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:908f88e62684b179bacaca30","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d0443ad282c2f740320debe:aoa:abyss-stack:anchor:e900f195c91dbc7405d343a8","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:e900f195c91dbc7405d343a8","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9d0443ad282c2f740320debe","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f247929c62566c3c389226e:aoa:abyss-stack:anchor:c5507ad56f7dc0943992186d","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c5507ad56f7dc0943992186d","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:9f247929c62566c3c389226e","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:4fc00748d9781d8bf40c985e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4fc00748d9781d8bf40c985e","label":"__len__","locator":{"end_column":32,"end_line":2573,"fragment":"","pointer":"","start_column":5,"start_line":2572},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkQueue.__len__","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_ProviderWorkQueue.__len__","semantic_key":"python:method:_ProviderWorkQueue.__len__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:d5fb726f3addb8ba7642c752","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d5fb726f3addb8ba7642c752","label":"_normalized_import_targets","locator":{"end_column":23,"end_line":4702,"fragment":"","pointer":"","start_column":5,"start_line":4681},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:_module_name_variants"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:imported.lstrip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:imported.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:module_name.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._normalized_import_targets","target_ref":"python:targets.add"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._normalized_import_targets","semantic_key":"python:method:LiveCodeIntelligenceRuntime._normalized_import_targets","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:dd69a4930022b57bfc654a94","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dd69a4930022b57bfc654a94","label":"visit_ClassDef","locator":{"end_column":57,"end_line":1979,"fragment":"","pointer":"","start_column":5,"start_line":1978},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_ClassDef","target_ref":"python:self._visit_definition"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.visit_ClassDef","semantic_key":"python:method:_PythonObservationVisitor.visit_ClassDef","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65:aoa:abyss-stack:anchor:0f6ea66c9ed7b63ad2ff9898","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:0f6ea66c9ed7b63ad2ff9898","label":"candidate-exports","locator":{"end_column":51,"end_line":12,"fragment":"","pointer":"","start_column":3,"start_line":12},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:governed-execution-parts","target_ref":"candidate-exports/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:12:3:0:candidate-exports/README.md","source_id":"aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:0f301faf18756d6ad05b52be","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0f301faf18756d6ad05b52be","label":"security","locator":{"end_column":11,"end_line":773,"fragment":"security","pointer":"","start_column":1,"start_line":773},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:security","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:f22a91207d03300c0173a151","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f22a91207d03300c0173a151","label":"compatibility lab","locator":{"end_column":20,"end_line":324,"fragment":"compatibility-lab","pointer":"","start_column":1,"start_line":324},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:compatibility-lab","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/2f.jsonl b/kag/indexes/shards/anchor/2f.jsonl
index ec9fc69c49..7437d9184b 100644
--- a/kag/indexes/shards/anchor/2f.jsonl
+++ b/kag/indexes/shards/anchor/2f.jsonl
@@ -1,6 +1,6 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:a5e41ab954fa0a1331568778","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a5e41ab954fa0a1331568778","label":"http_get_action","locator":{"end_column":10,"end_line":1849,"fragment":"","pointer":"","start_column":5,"start_line":1841},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"build_catalog.http_get_action","semantic_key":"python:method:build_catalog.http_get_action","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05c103c1f3e103e9b2ebf939:aoa:abyss-stack:anchor:88d99588b0899a1d2b1cbeaa","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:88d99588b0899a1d2b1cbeaa","label":"Consequences","locator":{"end_column":15,"end_line":48,"fragment":"consequences","pointer":"","start_column":1,"start_line":48},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:05c103c1f3e103e9b2ebf939","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:c2664e568d0ef8b65f6f82e4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c2664e568d0ef8b65f6f82e4","label":"Added","locator":{"end_column":9,"end_line":1486,"fragment":"added-2","pointer":"","start_column":1,"start_line":1486},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:added-2","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:c2664e568d0ef8b65f6f82e4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c2664e568d0ef8b65f6f82e4","label":"Added","locator":{"end_column":9,"end_line":1490,"fragment":"added-2","pointer":"","start_column":1,"start_line":1490},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:added-2","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:073dd6d37ba43a279a298d4a:aoa:abyss-stack:anchor:b980a91cb07b8bd8a1412669","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b980a91cb07b8bd8a1412669","label":"healthcheck","locator":{"end_column":16,"end_line":26,"fragment":"","pointer":"/services/langchain-api-llamacpp/healthcheck","start_column":5,"start_line":26},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api-llamacpp/healthcheck","source_id":"aoa:abyss-stack:artifact:073dd6d37ba43a279a298d4a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e2292e390d3b853ea50ee5e:aoa:abyss-stack:anchor:3251f7d99a91064b4f8b8ad5","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:3251f7d99a91064b4f8b8ad5","label":"restart","locator":{"end_column":27,"end_line":47,"fragment":"","pointer":"/services/langchain-api/restart","start_column":5,"start_line":47},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/restart","source_id":"aoa:abyss-stack:artifact:0e2292e390d3b853ea50ee5e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e285231048950438ed44122:aoa:abyss-stack:anchor:3818f9f012da062015a7b30f","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:3818f9f012da062015a7b30f","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0e285231048950438ed44122","symbol_kind":""}
@@ -33,6 +33,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:635296c34b56b53915a261c9:aoa:abyss-stack:anchor:2e832f84220af14f655007ca","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2e832f84220af14f655007ca","label":"Stronger owner split","locator":{"end_column":24,"end_line":22,"fragment":"stronger-owner-split","pointer":"","start_column":1,"start_line":22},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:stronger-owner-split","source_id":"aoa:abyss-stack:artifact:635296c34b56b53915a261c9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:0eb2eaeccfe457b877c248a4","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:0eb2eaeccfe457b877c248a4","label":"fallback_tier","locator":{"end_column":24,"end_line":17,"fragment":"","pointer":"/fallback_tier","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/fallback_tier","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:68bf4f30b4dc77c738608241:aoa:abyss-stack:anchor:63775f568a2658eba497214e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:63775f568a2658eba497214e","label":"runtime_status","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/runtime_status","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/runtime_status","source_id":"aoa:abyss-stack:artifact:68bf4f30b4dc77c738608241","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:83b7690c5c3682a54baaa1ab","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:83b7690c5c3682a54baaa1ab","label":"incarnation_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/incarnation_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/incarnation_id","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:70d590cd02bafa083d61434e:aoa:abyss-stack:anchor:adca5856ee92da5c39b20e19","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:adca5856ee92da5c39b20e19","label":"Consequences","locator":{"end_column":15,"end_line":65,"fragment":"consequences","pointer":"","start_column":1,"start_line":65},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:70d590cd02bafa083d61434e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:721f625bea97a50ff79a18a0:aoa:abyss-stack:anchor:4cd46381eacf4af2c51410a8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4cd46381eacf4af2c51410a8","label":"post_apply_evidence","locator":{"end_column":6,"end_line":188,"fragment":"","pointer":"","start_column":1,"start_line":155},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:protected_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:protected_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:post_apply_evidence","target_ref":"python:sum"}],"parser_ref":"python-ast@1","qualified_name":"post_apply_evidence","semantic_key":"python:function:post_apply_evidence","source_id":"aoa:abyss-stack:artifact:721f625bea97a50ff79a18a0","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:733198fdd96c173c71d7cd90:aoa:abyss-stack:anchor:52c1df0f2ec6701aceac0f5d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:52c1df0f2ec6701aceac0f5d","label":"require_supported_sdk","locator":{"end_column":10,"end_line":117,"fragment":"","pointer":"","start_column":1,"start_line":106},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:require_supported_sdk","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:require_supported_sdk","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:require_supported_sdk","target_ref":"python:version"}],"parser_ref":"python-ast@1","qualified_name":"require_supported_sdk","semantic_key":"python:function:require_supported_sdk","source_id":"aoa:abyss-stack:artifact:733198fdd96c173c71d7cd90","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/30.jsonl b/kag/indexes/shards/anchor/30.jsonl
index 40a828106c..820b496c86 100644
--- a/kag/indexes/shards/anchor/30.jsonl
+++ b/kag/indexes/shards/anchor/30.jsonl
@@ -33,6 +33,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5972cf4401a2774cdd3b1a16:aoa:abyss-stack:anchor:f2b54a6ad7aed4486cfb1e4f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f2b54a6ad7aed4486cfb1e4f","label":"redaction","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/redaction","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/redaction","source_id":"aoa:abyss-stack:artifact:5972cf4401a2774cdd3b1a16","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5a1bbcf29ad3ebd1ce25d7e6:aoa:abyss-stack:anchor:04b95886802870736bf30054","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:04b95886802870736bf30054","label":"collect_decision_records","locator":{"end_column":27,"end_line":331,"fragment":"","pointer":"","start_column":1,"start_line":280},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:DECISIONS_DIR.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:DECISIONS_DIR.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:DECISIONS_DIR.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:DECISIONS_DIR.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:FULL_ID_FILENAME_RE.match"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:decisions_root.glob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:decisions_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:filename_match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:filename_match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:load_decision_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:records.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_decision_records","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"collect_decision_records","semantic_key":"python:function:collect_decision_records","source_id":"aoa:abyss-stack:artifact:5a1bbcf29ad3ebd1ce25d7e6","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:7755c2f224003c33db36c354","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7755c2f224003c33db36c354","label":"_qualified_owner","locator":{"end_column":71,"end_line":214,"fragment":"","pointer":"","start_column":1,"start_line":212},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_qualified_owner","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_qualified_owner","target_ref":"python:record_id.split"}],"parser_ref":"python-ast@1","qualified_name":"_qualified_owner","semantic_key":"python:function:_qualified_owner","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:f83420941e62cb4f6b9e6d2a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f83420941e62cb4f6b9e6d2a","label":"test_discovered_package_import_root_invalidates_importers","locator":{"end_column":10,"end_line":2603,"fragment":"","pointer":"","start_column":5,"start_line":2588},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discovered_package_import_root_invalidates_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discovered_package_import_root_invalidates_importers","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discovered_package_import_root_invalidates_importers","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discovered_package_import_root_invalidates_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discovered_package_import_root_invalidates_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discovered_package_import_root_invalidates_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discovered_package_import_root_invalidates_importers","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_discovered_package_import_root_invalidates_importers","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_discovered_package_import_root_invalidates_importers","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:b46052dc1a4dcb756fa67012","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b46052dc1a4dcb756fa67012","label":"image","locator":{"end_column":109,"end_line":3,"fragment":"","pointer":"/services/n8n/image","start_column":5,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n/image","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:2dcb3b4ed5eb4df0667eeac7","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:2dcb3b4ed5eb4df0667eeac7","label":"trigger_count","locator":{"end_column":18,"end_line":41,"fragment":"","pointer":"/harvest/trigger_count","start_column":3,"start_line":41},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/harvest/trigger_count","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb:aoa:abyss-stack:anchor:45d117b39b5b7b45c7fc7e75","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:45d117b39b5b7b45c7fc7e75","label":"consumer_contract","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/consumer_contract","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/consumer_contract","source_id":"aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb","symbol_kind":"json_key"}
@@ -55,10 +56,13 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8fa1c371a39ffb674d607d97:aoa:abyss-stack:anchor:ff92a207ab9e6ec770c37470","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ff92a207ab9e6ec770c37470","label":"_artifact_record","locator":{"end_column":6,"end_line":526,"fragment":"","pointer":"","start_column":1,"start_line":521},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_artifact_record","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_artifact_record","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_artifact_record","target_ref":"python:path.stat"}],"parser_ref":"python-ast@1","qualified_name":"_artifact_record","semantic_key":"python:function:_artifact_record","source_id":"aoa:abyss-stack:artifact:8fa1c371a39ffb674d607d97","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:fb4e68754cef7941f3cc2f11","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fb4e68754cef7941f3cc2f11","label":"forge_access_resource","locator":{"end_column":14,"end_line":509,"fragment":"","pointer":"","start_column":9,"start_line":504},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.forge_access_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.forge_access_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.forge_access_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.forge_access_resource","semantic_key":"python:method:build_server.forge_access_resource","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:90ba6682711cca444eea7892:aoa:abyss-stack:anchor:8670bd8de38cb52d552b1cf5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8670bd8de38cb52d552b1cf5","label":"observed_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/observed_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/observed_at","source_id":"aoa:abyss-stack:artifact:90ba6682711cca444eea7892","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:7d21d951ac29ea97aef7df17","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7d21d951ac29ea97aef7df17","label":"abyss-stack owns","locator":{"end_column":20,"end_line":15,"fragment":"abyss-stack-owns","pointer":"","start_column":1,"start_line":15},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:abyss-stack-owns","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:93282b05d499b207d902297d:aoa:abyss-stack:anchor:6bd90c9c1fe43852a29eea75","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6bd90c9c1fe43852a29eea75","label":"test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","locator":{"end_column":67,"end_line":210,"fragment":"","pointer":"","start_column":5,"start_line":142},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:case_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:first_case_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:load_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:log_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:mirror_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:module.case_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:module.case_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:module.update_w4_index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:module.update_w4_index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","semantic_key":"python:method:AoALocalAiTrialsTests.test_update_w4_index_resubmits_closeout_when_terminal_gate_changes","source_id":"aoa:abyss-stack:artifact:93282b05d499b207d902297d","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:95eb8fce8d87254e169ac5c1:aoa:abyss-stack:anchor:393f1cff327ad9d216fed6df","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:393f1cff327ad9d216fed6df","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:95eb8fce8d87254e169ac5c1","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:97b64bbbcf02e8be93c6151e:aoa:abyss-stack:anchor:06576c9d80cd6558e42cc45c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:06576c9d80cd6558e42cc45c","label":"kernel_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/kernel_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/kernel_id","source_id":"aoa:abyss-stack:artifact:97b64bbbcf02e8be93c6151e","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:976fdb60548ce4a6f6fff092","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:976fdb60548ce4a6f6fff092","label":"job_name","locator":{"end_column":19,"end_line":35,"fragment":"","pointer":"/scrape_configs/5/job_name","start_column":3,"start_line":35},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs/5/job_name","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:01b6b75456af35b43f52e01f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:01b6b75456af35b43f52e01f","label":"__init__","locator":{"end_column":41,"end_line":1862,"fragment":"","pointer":"","start_column":5,"start_line":1838},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.__init__","target_ref":"python:_module_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.__init__","target_ref":"python:_symbol_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.__init__","target_ref":"python:self.scope_ids.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.__init__","target_ref":"python:self.symbols.append"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.__init__","semantic_key":"python:method:_PythonObservationVisitor.__init__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:e9a5f5839d019238947203c2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e9a5f5839d019238947203c2","label":"_send","locator":{"end_column":91,"end_line":2912,"fragment":"","pointer":"","start_column":5,"start_line":2898},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._send","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._send","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._send","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._send","target_ref":"python:_canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._send","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._send","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._send","target_ref":"python:process.poll"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._send","target_ref":"python:process.stdin.flush"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._send","target_ref":"python:process.stdin.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._send","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._send","semantic_key":"python:method:ManagedLspSession._send","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:1dfa121f6498ad6e031335bc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1dfa121f6498ad6e031335bc","label":"worktree_apply","locator":{"end_column":10,"end_line":2535,"fragment":"","pointer":"","start_column":5,"start_line":2468},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:TRIALS.w4_boundary_note"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:finalize_case_with_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:repo_root_for_scenario"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:run_worktree_preview"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.worktree_apply","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.worktree_apply","semantic_key":"python:method:build_graph.worktree_apply","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:3957a2c3e7ef790eab4eba2a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3957a2c3e7ef790eab4eba2a","label":"draft_plan","locator":{"end_column":10,"end_line":2180,"fragment":"","pointer":"","start_column":5,"start_line":2166},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:build_scenario_plan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:plan_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:plan_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.draft_plan","semantic_key":"python:method:build_graph.draft_plan","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:f650c3f333cdb1be55f54e73","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f650c3f333cdb1be55f54e73","label":"load_result_summary","locator":{"end_column":27,"end_line":279,"fragment":"","pointer":"","start_column":1,"start_line":275},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_result_summary","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_result_summary","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_result_summary","target_ref":"python:scenario_root"}],"parser_ref":"python-ast@1","qualified_name":"load_result_summary","semantic_key":"python:function:load_result_summary","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/31.jsonl b/kag/indexes/shards/anchor/31.jsonl
index 5096c22af7..b4eca6ecc2 100644
--- a/kag/indexes/shards/anchor/31.jsonl
+++ b/kag/indexes/shards/anchor/31.jsonl
@@ -24,6 +24,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:2ebc4ab78396c02e8b335e9f:aoa:abyss-stack:anchor:53b6fba0d0bc4e5c97ec8578","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:53b6fba0d0bc4e5c97ec8578","label":"test_ci_dependency_checkouts_are_outside_authored_text_surface","locator":{"end_column":43,"end_line":158,"fragment":"","pointer":"","start_column":5,"start_line":134},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","target_ref":"python:authored_doc.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","target_ref":"python:authored_doc.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","target_ref":"python:dependency_evidence.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","target_ref":"python:dependency_evidence.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","target_ref":"python:self.iter_text_files"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","semantic_key":"python:method:SourceTopologyValidatorModulesTests.test_ci_dependency_checkouts_are_outside_authored_text_surface","source_id":"aoa:abyss-stack:artifact:2ebc4ab78396c02e8b335e9f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3ae704a65d3f1dc96e685f26:aoa:abyss-stack:anchor:49632c87503534f9ea81e995","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:49632c87503534f9ea81e995","label":"run_preflight","locator":{"end_column":6,"end_line":716,"fragment":"","pointer":"","start_column":1,"start_line":160},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:CanaryReceipt.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:MCPPreflightReport"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:PreflightError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_bootstrap_unit_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_bounded_deployed_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_bundle_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_check_equal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_credential_value_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_deployment_service"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_fallback_unit_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_format_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_format_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_format_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_format_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_format_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_format_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_format_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_format_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_format_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_identity"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_identity"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_manifest_credential_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_manifest_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_manifest_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_manifest_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_read_public_key"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_registry_contour"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_regular_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_regular_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_regular_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_regular_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_safe_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_safe_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_safe_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_safe_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_timestamp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_timestamp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:_tree_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:binding.required_environment.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:datetime.now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:dict.fromkeys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:endpoint.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:endpoint.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:endpoint.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:endpoint.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:executable_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:executable_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:item.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:key.lower"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:line.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:now.astimezone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:now.utcoffset"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:os.access"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:registry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:registry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:runtime_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:runtime_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:runtime_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:runtime_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:runtime_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:runtime_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:service.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:unit_text.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:unit_text.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_preflight","target_ref":"python:verify_canary_receipt"}],"parser_ref":"python-ast@1","qualified_name":"run_preflight","semantic_key":"python:function:run_preflight","source_id":"aoa:abyss-stack:artifact:3ae704a65d3f1dc96e685f26","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3e2212935d5441a8adbd400e:aoa:abyss-stack:anchor:eab5c252065053098a1a56e8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:eab5c252065053098a1a56e8","label":"freeze_docling_acquisition","locator":{"end_column":51,"end_line":374,"fragment":"","pointer":"","start_column":1,"start_line":322},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:TESSERACT_MANIFEST.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:_canonical_sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:_model_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:_owner_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:_wheel_closure"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:lock_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:lock_path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:lock_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:output_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:output_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:verify_docling_acquisition"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:verify_runtime_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_docling_acquisition","target_ref":"python:wheel_cache.resolve"}],"parser_ref":"python-ast@1","qualified_name":"freeze_docling_acquisition","semantic_key":"python:function:freeze_docling_acquisition","source_id":"aoa:abyss-stack:artifact:3e2212935d5441a8adbd400e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:3e577d548e95db372813e2a1:aoa:abyss-stack:anchor:7041112c249782555fcde4bd","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7041112c249782555fcde4bd","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:41032884c21e9ddefd82efef:aoa:abyss-stack:anchor:f5475dde867aa3a11b7ec1af","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f5475dde867aa3a11b7ec1af","label":"case_truth_status","locator":{"end_column":6,"end_line":343,"fragment":"","pointer":"","start_column":1,"start_line":288},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:TRIALS.infer_case_truth_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:TRIALS.make_truth_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:script_contains"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:script_contains"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:script_contains"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_truth_status","target_ref":"python:script_contains"}],"parser_ref":"python-ast@1","qualified_name":"case_truth_status","semantic_key":"python:function:case_truth_status","source_id":"aoa:abyss-stack:artifact:41032884c21e9ddefd82efef","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:4823f64884321ac6e9237b36:aoa:abyss-stack:anchor:ccfb8ef86056be3d1be6196a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ccfb8ef86056be3d1be6196a","label":"Threat Model","locator":{"end_column":14,"end_line":1,"fragment":"threat-model","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:threat-model","source_id":"aoa:abyss-stack:artifact:4823f64884321ac6e9237b36","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:4884200afd7ce2501aac00a7:aoa:abyss-stack:anchor:701b36f919adf2747389f7c9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:701b36f919adf2747389f7c9","label":"_editable_mcp_source_digest","locator":{"end_column":48,"end_line":161,"fragment":"","pointer":"","start_column":1,"start_line":123},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:_git_output"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:_is_under"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:_source_checkout_is_clean"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:_source_package_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:direct_url.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:direct_url.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:directory_info.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:distribution_metadata.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:source_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:source_root.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:urllib.parse.unquote"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:urllib.parse.urlparse"}],"parser_ref":"python-ast@1","qualified_name":"_editable_mcp_source_digest","semantic_key":"python:function:_editable_mcp_source_digest","source_id":"aoa:abyss-stack:artifact:4884200afd7ce2501aac00a7","symbol_kind":"function"}
@@ -43,6 +44,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f:aoa:abyss-stack:anchor:6d5b85c84d3cea704e9e70e1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6d5b85c84d3cea704e9e70e1","label":"summarize","locator":{"end_column":6,"end_line":153,"fragment":"","pointer":"","start_column":1,"start_line":133},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:_percentile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:_percentile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:statistics.fmean"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:statistics.fmean"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:statistics.fmean"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:statistics.fmean"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize","target_ref":"python:statistics.fmean"}],"parser_ref":"python-ast@1","qualified_name":"summarize","semantic_key":"python:function:summarize","source_id":"aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f:aoa:abyss-stack:anchor:132cc22a7e56a3946eaeb2f5","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:132cc22a7e56a3946eaeb2f5","label":"Purpose","locator":{"end_column":10,"end_line":3,"fragment":"purpose","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:purpose","source_id":"aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:c6f16cd9eead03844db11d64","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c6f16cd9eead03844db11d64","label":"_digest_bytes","locator":{"end_column":57,"end_line":230,"fragment":"","pointer":"","start_column":1,"start_line":229},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_bytes","target_ref":"python:hashlib.sha256"}],"parser_ref":"python-ast@1","qualified_name":"_digest_bytes","semantic_key":"python:function:_digest_bytes","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:219e2c7e85ae1fb30125c3a3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:219e2c7e85ae1fb30125c3a3","label":"main","locator":{"end_column":17,"end_line":7434,"fragment":"","pointer":"","start_column":1,"start_line":7388},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_provider_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:runtime._machine_binding_envelope"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:runtime.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sys.stderr.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sys.stdout.write"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:bc677aecbffff0a14ac936f4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bc677aecbffff0a14ac936f4","label":"_read_historical_trust_record","locator":{"end_column":10,"end_line":5968,"fragment":"","pointer":"","start_column":5,"start_line":5951},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_record","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_record","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_record","target_ref":"python:self._read_historical_trust_records"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._read_historical_trust_record","semantic_key":"python:method:LiveCodeIntelligenceRuntime._read_historical_trust_record","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576:aoa:abyss-stack:anchor:b44f885bc3d05f7fde07a366","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b44f885bc3d05f7fde07a366","label":"`run`","locator":{"end_column":9,"end_line":121,"fragment":"run","pointer":"","start_column":1,"start_line":121},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:run","source_id":"aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8:aoa:abyss-stack:anchor:aaaef38d1adad22252ad4fde","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:aaaef38d1adad22252ad4fde","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29:aoa:abyss-stack:anchor:bcba751a96d2003e57a45330","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:bcba751a96d2003e57a45330","label":"Layer model","locator":{"end_column":14,"end_line":7,"fragment":"layer-model","pointer":"","start_column":1,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:layer-model","source_id":"aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/32.jsonl b/kag/indexes/shards/anchor/32.jsonl
index 5c4554d84a..ef7178ee6e 100644
--- a/kag/indexes/shards/anchor/32.jsonl
+++ b/kag/indexes/shards/anchor/32.jsonl
@@ -34,6 +34,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5b9708b6257073a58dbc8fd1:aoa:abyss-stack:anchor:1c68cbab2d7c545f6e4cdf56","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1c68cbab2d7c545f6e4cdf56","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:5b9708b6257073a58dbc8fd1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60129cd8b700a7d6ca4ca460:aoa:abyss-stack:anchor:225f4933cee0c2dd8800328f","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:225f4933cee0c2dd8800328f","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:60129cd8b700a7d6ca4ca460","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:761f11c542b47b2034693ee2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:761f11c542b47b2034693ee2","label":"decision_find","locator":{"end_column":14,"end_line":388,"fragment":"","pointer":"","start_column":9,"start_line":382},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.decision_find","target_ref":"python:mcp.prompt"}],"parser_ref":"python-ast@1","qualified_name":"build_server.decision_find","semantic_key":"python:method:build_server.decision_find","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:aa4c82d4e4e2a8a4ce880def","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:aa4c82d4e4e2a8a4ce880def","label":"test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","locator":{"end_column":10,"end_line":2423,"fragment":"","pointer":"","start_column":5,"start_line":2366},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.historical_trust_cli_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.historical_trust_cli_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_cli_refresh_and_rollback_preserve_historical_trust_across_processes","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:befe3d1c2b77ed2666388b02","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:befe3d1c2b77ed2666388b02","label":"test_new_runtime_instance_reads_current_after_restart","locator":{"end_column":10,"end_line":2240,"fragment":"","pointer":"","start_column":5,"start_line":2230},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_new_runtime_instance_reads_current_after_restart","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_new_runtime_instance_reads_current_after_restart","target_ref":"python:restarted_runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_new_runtime_instance_reads_current_after_restart","target_ref":"python:restarted_runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_new_runtime_instance_reads_current_after_restart","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_new_runtime_instance_reads_current_after_restart","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_new_runtime_instance_reads_current_after_restart","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_new_runtime_instance_reads_current_after_restart","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_new_runtime_instance_reads_current_after_restart","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_new_runtime_instance_reads_current_after_restart","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:afd8a1c07d2cf79a4a47ddc0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:afd8a1c07d2cf79a4a47ddc0","label":"test_handoff_requires_complete_transport_binding","locator":{"end_column":10,"end_line":1413,"fragment":"","pointer":"","start_column":1,"start_line":1394},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_handoff_requires_complete_transport_binding","target_ref":"python:MODULE._validate_handoff_owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_handoff_requires_complete_transport_binding","target_ref":"python:MODULE.validate_return_owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_handoff_requires_complete_transport_binding","target_ref":"python:MODULE.validate_return_owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_handoff_requires_complete_transport_binding","target_ref":"python:owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_handoff_requires_complete_transport_binding","target_ref":"python:owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_handoff_requires_complete_transport_binding","target_ref":"python:pytest.raises"}],"parser_ref":"python-ast@1","qualified_name":"test_handoff_requires_complete_transport_binding","semantic_key":"python:function:test_handoff_requires_complete_transport_binding","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:3b7ad28bdf293d253beb1959","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3b7ad28bdf293d253beb1959","label":"traces","locator":{"end_column":6,"end_line":1860,"fragment":"","pointer":"","start_column":1,"start_line":1852},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:traces","target_ref":"python:_latest_trace_summaries"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:traces","target_ref":"python:app.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:traces","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:traces","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:traces","target_ref":"python:min"}],"parser_ref":"python-ast@1","qualified_name":"traces","semantic_key":"python:function:traces","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:76ea7ba7c2095dbd7518ec23:aoa:abyss-stack:anchor:eb6ad1da0a784db9a3969d40","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:eb6ad1da0a784db9a3969d40","label":"attempt_no","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/attempt_no","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/attempt_no","source_id":"aoa:abyss-stack:artifact:76ea7ba7c2095dbd7518ec23","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/34.jsonl b/kag/indexes/shards/anchor/34.jsonl
index e25a5fbb39..7aa5c77d16 100644
--- a/kag/indexes/shards/anchor/34.jsonl
+++ b/kag/indexes/shards/anchor/34.jsonl
@@ -2,6 +2,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:102c50931746258d02b69303","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:102c50931746258d02b69303","label":"ABYSS-STACK-D-0095 Cross-Organ Orchestration Host Boundary","locator":{"end_column":163,"end_line":101,"fragment":"","pointer":"","start_column":37,"start_line":101},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0095-cross-organ-orchestration-host-boundary.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:101:37:0:../ABYSS-STACK-D-0095-cross-organ-orchestration-host-boundary.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0707d293a335b5aeedfa69dc:aoa:abyss-stack:anchor:4acb3f549ca59e2ab7daa819","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4acb3f549ca59e2ab7daa819","label":"_record","locator":{"end_column":6,"end_line":151,"fragment":"","pointer":"","start_column":1,"start_line":116},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_record","target_ref":"python:QualifiedEvidenceRef"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_record","target_ref":"python:_write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_record","target_ref":"python:expires_at.isoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_record","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_record","target_ref":"python:observed_at.isoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_record","target_ref":"python:path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_record","target_ref":"python:sha256_digest"}],"parser_ref":"python-ast@1","qualified_name":"_record","semantic_key":"python:function:_record","source_id":"aoa:abyss-stack:artifact:0707d293a335b5aeedfa69dc","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b719020ef6af12a1cf575da:aoa:abyss-stack:anchor:d1391a3dba12082ae92ae445","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d1391a3dba12082ae92ae445","label":"verdict","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/verdict","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/verdict","source_id":"aoa:abyss-stack:artifact:0b719020ef6af12a1cf575da","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79:aoa:abyss-stack:anchor:708607cb28e833c1a6a340af","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:708607cb28e833c1a6a340af","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e681a549cdaa5bf91c4cb43:aoa:abyss-stack:anchor:dfadd3c24771c81ecf6490f9","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:dfadd3c24771c81ecf6490f9","label":"lane","locator":{"end_column":15,"end_line":6,"fragment":"","pointer":"/lane","start_column":1,"start_line":6},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/lane","source_id":"aoa:abyss-stack:artifact:0e681a549cdaa5bf91c4cb43","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:1110fd0c7175e9e418e0d284:aoa:abyss-stack:anchor:a61de985e4e27fd824f64fbd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a61de985e4e27fd824f64fbd","label":"REFERENCE PLATFORM SPEC","locator":{"end_column":25,"end_line":1,"fragment":"reference-platform-spec","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:reference-platform-spec","source_id":"aoa:abyss-stack:artifact:1110fd0c7175e9e418e0d284","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:11b04c968ffb2dfd08dbf451:aoa:abyss-stack:anchor:588ff6f2a7bc22c84a5093cf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:588ff6f2a7bc22c84a5093cf","label":"inactive_runner","locator":{"end_column":10,"end_line":566,"fragment":"","pointer":"","start_column":5,"start_line":556},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_overlay_rejects_unobserved_managed_process.inactive_runner","target_ref":"python:SimpleNamespace"}],"parser_ref":"python-ast@1","qualified_name":"test_runtime_overlay_rejects_unobserved_managed_process.inactive_runner","semantic_key":"python:method:test_runtime_overlay_rejects_unobserved_managed_process.inactive_runner","source_id":"aoa:abyss-stack:artifact:11b04c968ffb2dfd08dbf451","symbol_kind":"method"}
@@ -34,6 +35,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2:aoa:abyss-stack:anchor:eb474fbf948c48296b190b37","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:eb474fbf948c48296b190b37","label":"render_truth_ref_required","locator":{"end_column":33,"end_line":77,"fragment":"","pointer":"/logging/render_truth_ref_required","start_column":3,"start_line":77},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/logging/render_truth_ref_required","source_id":"aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5972cf4401a2774cdd3b1a16:aoa:abyss-stack:anchor:22fa7b9f5601c642e1a47b7b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:22fa7b9f5601c642e1a47b7b","label":"captured_by","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/captured_by","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/captured_by","source_id":"aoa:abyss-stack:artifact:5972cf4401a2774cdd3b1a16","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5a1bbcf29ad3ebd1ce25d7e6:aoa:abyss-stack:anchor:738923f1b18da6aa03bc73a7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:738923f1b18da6aa03bc73a7","label":"load_index_contract","locator":{"end_column":24,"end_line":660,"fragment":"","pointer":"","start_column":1,"start_line":623},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:INDEX_CONTRACT_PATH.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:INDEX_CONTRACT_PATH.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:INDEX_CONTRACT_PATH.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:INDEX_CONTRACT_PATH.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:contract.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:existing.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:key.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:line.lstrip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:line.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:line.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:line.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:raw_line.rstrip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_index_contract","target_ref":"python:value.strip"}],"parser_ref":"python-ast@1","qualified_name":"load_index_contract","semantic_key":"python:function:load_index_contract","source_id":"aoa:abyss-stack:artifact:5a1bbcf29ad3ebd1ce25d7e6","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:c2f48aeec8ae7f3cf7f13b8a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c2f48aeec8ae7f3cf7f13b8a","label":"test_source_metadata_rejects_parent_symlink","locator":{"end_column":10,"end_line":1232,"fragment":"","pointer":"","start_column":5,"start_line":1219},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_metadata_rejects_parent_symlink","target_ref":"python:LiveCodeIntelligenceRuntime._read_source_metadata"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_metadata_rejects_parent_symlink","target_ref":"python:link.symlink_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_metadata_rejects_parent_symlink","target_ref":"python:outside.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_metadata_rejects_parent_symlink","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_metadata_rejects_parent_symlink","target_ref":"python:unittest.skipUnless"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_source_metadata_rejects_parent_symlink","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_source_metadata_rejects_parent_symlink","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6e68b5112cfaea402b050a92:aoa:abyss-stack:anchor:46464b8ef1629fd773c29bc1","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:46464b8ef1629fd773c29bc1","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6e68b5112cfaea402b050a92","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7b97804d90d12ebc39459ced:aoa:abyss-stack:anchor:179765a99ea3a22cf5c73329","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:179765a99ea3a22cf5c73329","label":"milestone_ref","locator":{"end_column":17,"end_line":9,"fragment":"","pointer":"/milestone_ref","start_column":1,"start_line":9},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/milestone_ref","source_id":"aoa:abyss-stack:artifact:7b97804d90d12ebc39459ced","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7fa95990ae828ff563befc45:aoa:abyss-stack:anchor:81ff9ad66f46894d69aa728a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:81ff9ad66f46894d69aa728a","label":"test_port_index_validation_and_intake_review","locator":{"end_column":52,"end_line":1143,"fragment":"","pointer":"","start_column":1,"start_line":1117},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_port_index_validation_and_intake_review","target_ref":"python:AoAMemoMCPState.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_port_index_validation_and_intake_review","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_port_index_validation_and_intake_review","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_port_index_validation_and_intake_review","target_ref":"python:seed_workspace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_port_index_validation_and_intake_review","target_ref":"python:state.build_port_index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_port_index_validation_and_intake_review","target_ref":"python:state.create_candidate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_port_index_validation_and_intake_review","target_ref":"python:state.prepare_intake_packet"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_port_index_validation_and_intake_review","target_ref":"python:state.review_intake"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_port_index_validation_and_intake_review","target_ref":"python:state.validate_port"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_port_index_validation_and_intake_review","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_port_index_validation_and_intake_review","semantic_key":"python:function:test_port_index_validation_and_intake_review","source_id":"aoa:abyss-stack:artifact:7fa95990ae828ff563befc45","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/35.jsonl b/kag/indexes/shards/anchor/35.jsonl
index 044b865ee5..f8daf22aa7 100644
--- a/kag/indexes/shards/anchor/35.jsonl
+++ b/kag/indexes/shards/anchor/35.jsonl
@@ -33,6 +33,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5dba51797c127743f509c3bf:aoa:abyss-stack:anchor:445dd1eac9fed1e25a110f00","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:445dd1eac9fed1e25a110f00","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:5dba51797c127743f509c3bf","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5dd0e36ea474c2e4fea50782:aoa:abyss-stack:anchor:92db6f6e4ede53ebb2f9fe39","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:92db6f6e4ede53ebb2f9fe39","label":"Rationale","locator":{"end_column":12,"end_line":66,"fragment":"rationale","pointer":"","start_column":1,"start_line":66},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:5dd0e36ea474c2e4fea50782","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:2f4b5c3b34cf07d1d01d0fb9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2f4b5c3b34cf07d1d01d0fb9","label":"_contour_http_auth_kwargs","locator":{"end_column":56,"end_line":61,"fragment":"","pointer":"","start_column":1,"start_line":53},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_http_auth_kwargs","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_http_auth_kwargs","target_ref":"python:_http_auth_kwargs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contour_http_auth_kwargs","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"_contour_http_auth_kwargs","semantic_key":"python:function:_contour_http_auth_kwargs","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:561b94cfba3fa3ac1adb7ec3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:561b94cfba3fa3ac1adb7ec3","label":"test_concurrent_refreshes_serialize_state_transitions","locator":{"end_column":63,"end_line":2055,"fragment":"","pointer":"","start_column":5,"start_line":2024},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:ThreadPoolExecutor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:pool.map"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:self.runtime.candidate_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:threading.Lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","target_ref":"python:wrapped.__get__"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f75023ad1c4ec8d0c95a416:aoa:abyss-stack:anchor:fbb309e9a1034bcff96cc887","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fbb309e9a1034bcff96cc887","label":"test_quest_schema_envelope_reports_required_field_drift","locator":{"end_column":6,"end_line":29,"fragment":"","pointer":"","start_column":1,"start_line":9},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_quest_schema_envelope_reports_required_field_drift","target_ref":"python:questbook_surface.validate_quest_schema_envelope"}],"parser_ref":"python-ast@1","qualified_name":"test_quest_schema_envelope_reports_required_field_drift","semantic_key":"python:function:test_quest_schema_envelope_reports_required_field_drift","source_id":"aoa:abyss-stack:artifact:6f75023ad1c4ec8d0c95a416","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6fc4b7e5df4e60668c9d374e:aoa:abyss-stack:anchor:a1d3858f69171e7c76d087b3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a1d3858f69171e7c76d087b3","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:6fc4b7e5df4e60668c9d374e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:6caf42c04c7879c5f8202379","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6caf42c04c7879c5f8202379","label":"_load_return_policy_snapshot","locator":{"end_column":20,"end_line":1109,"fragment":"","pointer":"","start_column":1,"start_line":1054},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:RETURN_POLICY_PATH.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:RETURN_POLICY_PATH.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:_effective_profile_class"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:logging.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:logging.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:profile_rule.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:profile_rule.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:profile_rule.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:profile_rule.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:profile_rule.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:profile_rule.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:reentry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:reentry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:rule.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_return_policy_snapshot","target_ref":"python:yaml.safe_load"}],"parser_ref":"python-ast@1","qualified_name":"_load_return_policy_snapshot","semantic_key":"python:function:_load_return_policy_snapshot","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"function"}
@@ -57,6 +58,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9840f3af69e7348061720de2:aoa:abyss-stack:anchor:8454241b2d7ef32f1509e7ed","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8454241b2d7ef32f1509e7ed","label":"Options considered","locator":{"end_column":21,"end_line":29,"fragment":"options-considered","pointer":"","start_column":1,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:9840f3af69e7348061720de2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae:aoa:abyss-stack:anchor:aac65769326b6928fec3e6ab","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:aac65769326b6928fec3e6ab","label":"tracked_hygiene_issue","locator":{"end_column":10,"end_line":57,"fragment":"","pointer":"","start_column":5,"start_line":46},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.tracked_hygiene_issue","target_ref":"python:source_hygiene.tracked_file_git_mirror_hygiene_issue"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeHygieneContractTests.tracked_hygiene_issue","semantic_key":"python:method:RuntimeHygieneContractTests.tracked_hygiene_issue","source_id":"aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fe6aa68a866d4565732dc8e:aoa:abyss-stack:anchor:cd3d31c4d572f202d967acaa","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:cd3d31c4d572f202d967acaa","label":"Current Bridges","locator":{"end_column":18,"end_line":24,"fragment":"current-bridges","pointer":"","start_column":1,"start_line":24},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:current-bridges","source_id":"aoa:abyss-stack:artifact:9fe6aa68a866d4565732dc8e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:2234f902e90ebfdde1556494","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2234f902e90ebfdde1556494","label":"_bound_artifact_digest","locator":{"end_column":65,"end_line":2896,"fragment":"","pointer":"","start_column":5,"start_line":2877},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_artifact_digest","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_artifact_digest","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_artifact_digest","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_artifact_digest","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_artifact_digest","target_ref":"python:bound_session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_artifact_digest","target_ref":"python:evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_artifact_digest","target_ref":"python:subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_artifact_digest","target_ref":"python:subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_artifact_digest","target_ref":"python:subject_provider.get"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._bound_artifact_digest","semantic_key":"python:method:ManagedLspSession._bound_artifact_digest","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:a7a040aa37cd8b81498f3d6a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a7a040aa37cd8b81498f3d6a","label":"_is_python_interpreter","locator":{"end_column":64,"end_line":386,"fragment":"","pointer":"","start_column":1,"start_line":384},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_python_interpreter","target_ref":"python:name.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_python_interpreter","target_ref":"python:name.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_python_interpreter","target_ref":"python:path.name.lower"}],"parser_ref":"python-ast@1","qualified_name":"_is_python_interpreter","semantic_key":"python:function:_is_python_interpreter","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da:aoa:abyss-stack:anchor:4f3a4fbd7772bc35b47b38bc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4f3a4fbd7772bc35b47b38bc","label":"base","locator":{"end_column":6,"end_line":43,"fragment":"","pointer":"","start_column":1,"start_line":22},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"base","semantic_key":"python:function:base","source_id":"aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:83b014075871744b467ad49b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:83b014075871744b467ad49b","label":"build_health_check","locator":{"end_column":24,"end_line":697,"fragment":"","pointer":"","start_column":1,"start_line":688},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_health_check","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_health_check","target_ref":"python:TRIALS.run_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_health_check","target_ref":"python:json.loads"}],"parser_ref":"python-ast@1","qualified_name":"build_health_check","semantic_key":"python:function:build_health_check","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:ac3dbf471d9a68754dda7569","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ac3dbf471d9a68754dda7569","label":"absolute","locator":{"end_column":31,"end_line":171,"fragment":"","pointer":"","start_column":1,"start_line":170},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:absolute","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:absolute","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"absolute","semantic_key":"python:function:absolute","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/36.jsonl b/kag/indexes/shards/anchor/36.jsonl
index ee9db48306..b6b204e58b 100644
--- a/kag/indexes/shards/anchor/36.jsonl
+++ b/kag/indexes/shards/anchor/36.jsonl
@@ -36,6 +36,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:f4da26ca33cc6fc3ac7c2d42","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:f4da26ca33cc6fc3ac7c2d42","label":"owner_surface","locator":{"end_column":44,"end_line":7,"fragment":"","pointer":"/owner_surface","start_column":1,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/owner_surface","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6743f9d31fab292702dfd8c0:aoa:abyss-stack:anchor:c30279d639a628a429049ab2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c30279d639a628a429049ab2","label":"Core rule","locator":{"end_column":12,"end_line":10,"fragment":"core-rule","pointer":"","start_column":1,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:core-rule","source_id":"aoa:abyss-stack:artifact:6743f9d31fab292702dfd8c0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:91b719c304dc08dd4001cee3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:91b719c304dc08dd4001cee3","label":"_inspect_wheels","locator":{"end_column":18,"end_line":316,"fragment":"","pointer":"","start_column":1,"start_line":279},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:REQUIRED_DISTRIBUTIONS.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:_wheel_metadata"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:by_distribution.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:expected_licenses.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:wheel.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:wheel.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:wheel_cache.glob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_wheels","target_ref":"python:wheel_cache.resolve"}],"parser_ref":"python-ast@1","qualified_name":"_inspect_wheels","semantic_key":"python:function:_inspect_wheels","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:9f84b6874b6b62cf9bfe96ef","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:9f84b6874b6b62cf9bfe96ef","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6da22a26e38ccaa11132fc55:aoa:abyss-stack:anchor:9b9e187e02d3990078a4cd72","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9b9e187e02d3990078a4cd72","label":"Source surfaces","locator":{"end_column":18,"end_line":75,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":75},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:6da22a26e38ccaa11132fc55","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:0524ef10d74c44d2dc74a831","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0524ef10d74c44d2dc74a831","label":"_record_outcome","locator":{"end_column":23,"end_line":2462,"fragment":"","pointer":"","start_column":5,"start_line":2381},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:ProvenanceRef"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:RunOutcome"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:RunOutcome.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:_atomic_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:_outcome_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:_session_token"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:outcome.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:self._emit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:self._emit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:self._event_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:self._runtime_evidence_bundle"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:self._runtime_result_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:self._scenario_input_evidence_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:self.clock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:self.clock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._record_outcome","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._record_outcome","semantic_key":"python:method:AgentOSRuntimeBridge._record_outcome","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:70d590cd02bafa083d61434e:aoa:abyss-stack:anchor:fb984c0a460c1c707decc29c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:fb984c0a460c1c707decc29c","label":"Rationale","locator":{"end_column":12,"end_line":55,"fragment":"rationale","pointer":"","start_column":1,"start_line":55},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:70d590cd02bafa083d61434e","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/37.jsonl b/kag/indexes/shards/anchor/37.jsonl
index c37c19e06d..037612f48c 100644
--- a/kag/indexes/shards/anchor/37.jsonl
+++ b/kag/indexes/shards/anchor/37.jsonl
@@ -1,7 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb:aoa:abyss-stack:anchor:2e440e02c735e17efee42f9c","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:2e440e02c735e17efee42f9c","label":"name","locator":{"end_column":38,"end_line":290,"fragment":"","pointer":"/jobs/validate-windows-host-bridge/steps/3/name","start_column":7,"start_line":290},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/jobs/validate-windows-host-bridge/steps/3/name","source_id":"aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:024618ba7315b3dfa42a20b2:aoa:abyss-stack:anchor:cc6d3fe91596b41064ec8a57","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:cc6d3fe91596b41064ec8a57","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:024618ba7315b3dfa42a20b2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:063d4d0e4abfc9d64c433bf9:aoa:abyss-stack:anchor:108bfd6c284b46e325a66937","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:108bfd6c284b46e325a66937","label":"Review Trigger","locator":{"end_column":17,"end_line":48,"fragment":"review-trigger","pointer":"","start_column":1,"start_line":48},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:review-trigger","source_id":"aoa:abyss-stack:artifact:063d4d0e4abfc9d64c433bf9","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:b426a8fb0306195c0149994f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b426a8fb0306195c0149994f","label":"Validation","locator":{"end_column":14,"end_line":1502,"fragment":"validation-1","pointer":"","start_column":1,"start_line":1502},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:b426a8fb0306195c0149994f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b426a8fb0306195c0149994f","label":"Validation","locator":{"end_column":14,"end_line":1506,"fragment":"validation-1","pointer":"","start_column":1,"start_line":1506},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f7ef6838dd256cfc5faad4b:aoa:abyss-stack:anchor:e84ea308b21b04df90d52873","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:e84ea308b21b04df90d52873","label":"AGENTS.md","locator":{"end_column":43,"end_line":48,"fragment":"","pointer":"","start_column":21,"start_line":48},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:validation","target_ref":"AGENTS.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:48:21:0:AGENTS.md","source_id":"aoa:abyss-stack:artifact:0f7ef6838dd256cfc5faad4b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:120426784850c31eff2d3c2c:aoa:abyss-stack:anchor:623a76189ec532c768bf0be4","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:623a76189ec532c768bf0be4","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:120426784850c31eff2d3c2c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:131ac1443c96864f03035e60:aoa:abyss-stack:anchor:90a8b33c489d4da594e1a041","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:90a8b33c489d4da594e1a041","label":"Workflow Automation Optional Profile","locator":{"end_column":38,"end_line":1,"fragment":"workflow-automation-optional-profile","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:workflow-automation-optional-profile","source_id":"aoa:abyss-stack:artifact:131ac1443c96864f03035e60","symbol_kind":""}
@@ -63,6 +63,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9:aoa:abyss-stack:anchor:9a64fa53a457eab9f7391100","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9a64fa53a457eab9f7391100","label":"normalize_returncode","locator":{"end_column":67,"end_line":152,"fragment":"","pointer":"","start_column":1,"start_line":151},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:normalize_returncode","target_ref":"python:abs"}],"parser_ref":"python-ast@1","qualified_name":"normalize_returncode","semantic_key":"python:function:normalize_returncode","source_id":"aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5:aoa:abyss-stack:anchor:c5e4db401344ff294fa42a8a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c5e4db401344ff294fa42a8a","label":"_project","locator":{"end_column":6,"end_line":231,"fragment":"","pointer":"","start_column":1,"start_line":222},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_project","target_ref":"python:project_central_proof"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_project","target_ref":"python:timedelta"}],"parser_ref":"python-ast@1","qualified_name":"_project","semantic_key":"python:function:_project","source_id":"aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c6572b4ba303b5beae1f311:aoa:abyss-stack:anchor:f993b9945ecdc7471a518e5f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f993b9945ecdc7471a518e5f","label":"_request","locator":{"end_column":51,"end_line":96,"fragment":"","pointer":"","start_column":1,"start_line":68},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_request","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_request","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_request","target_ref":"python:exc.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_request","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_request","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_request","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_request","target_ref":"python:payload.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_request","target_ref":"python:response.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_request","target_ref":"python:urllib.request.Request"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_request","target_ref":"python:urllib.request.urlopen"}],"parser_ref":"python-ast@1","qualified_name":"_request","semantic_key":"python:function:_request","source_id":"aoa:abyss-stack:artifact:9c6572b4ba303b5beae1f311","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:2e84ed50564357d99afa7611","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2e84ed50564357d99afa7611","label":"_non_empty_string","locator":{"end_column":17,"end_line":670,"fragment":"","pointer":"","start_column":1,"start_line":667},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_non_empty_string","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_non_empty_string","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"_non_empty_string","semantic_key":"python:function:_non_empty_string","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:ed6235c250a93751ad8fe01e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ed6235c250a93751ad8fe01e","label":"prepare_implementation_case","locator":{"end_column":68,"end_line":1569,"fragment":"","pointer":"","start_column":1,"start_line":1276},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.apply_anchored_replace_to_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.apply_exact_replace_to_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.bounded_text_slice"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.build_git_unified_diff"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.inspect_w4_diff_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.parse_w4_edit_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.parse_w4_edit_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.read_w4_repo_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.run_acceptance_checks"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.run_qwen_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.run_qwen_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.trim_agents_guidance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:apply_check_raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:attempt_order.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:attempt_order.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:attempts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:attempts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:build_impl_anchor_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:build_impl_edit_spec_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:build_impl_edit_spec_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:build_impl_exact_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:command_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:diff_text.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_text_exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_text_exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_text_exact"}],"parser_ref":"python-ast@1","qualified_name":"prepare_implementation_case","semantic_key":"python:function:prepare_implementation_case","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab93c89556a12defe26957ed:aoa:abyss-stack:anchor:13d9e60bc86b7d1d98d3723d","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:13d9e60bc86b7d1d98d3723d","label":"handle_contract","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/handle_contract","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/handle_contract","source_id":"aoa:abyss-stack:artifact:ab93c89556a12defe26957ed","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:91dffd93dafd4b7b4f3dbd72","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:91dffd93dafd4b7b4f3dbd72","label":"ABYSS-STACK-D-0076 Repo-Self KAG Runtime Projections","locator":{"end_column":117,"end_line":832,"fragment":"","pointer":"","start_column":3,"start_line":832},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:vector-store","target_ref":"../ABYSS-STACK-D-0076-repo-self-kag-runtime-projections.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:832:3:0:../ABYSS-STACK-D-0076-repo-self-kag-runtime-projections.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/38.jsonl b/kag/indexes/shards/anchor/38.jsonl
index 1db6a24a15..362a196a5f 100644
--- a/kag/indexes/shards/anchor/38.jsonl
+++ b/kag/indexes/shards/anchor/38.jsonl
@@ -35,6 +35,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61a8c31e46ffa92a83e73e65:aoa:abyss-stack:anchor:09f5c779583b529a1bf38c4b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:09f5c779583b529a1bf38c4b","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:61a8c31e46ffa92a83e73e65","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:5da8ac4617e725a776b20f55","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5da8ac4617e725a776b20f55","label":"repo_issues_resource","locator":{"end_column":14,"end_line":379,"fragment":"","pointer":"","start_column":9,"start_line":376},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.repo_issues_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.repo_issues_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.repo_issues_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.repo_issues_resource","semantic_key":"python:method:build_server.repo_issues_resource","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:7dfc704b32d82524ccf3dd52","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7dfc704b32d82524ccf3dd52","label":"current_state","locator":{"end_column":10,"end_line":187,"fragment":"","pointer":"","start_column":5,"start_line":181},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.current_state","target_ref":"python:AoADecisionsMCPState.discover"}],"parser_ref":"python-ast@1","qualified_name":"build_server.current_state","semantic_key":"python:method:build_server.current_state","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:4d3455416bb512663db717c4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4d3455416bb512663db717c4","label":"test_tampered_persisted_observation_is_not_a_query_source","locator":{"end_column":77,"end_line":2174,"fragment":"","pointer":"","start_column":5,"start_line":2164},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","target_ref":"python:self.runtime.current_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","target_ref":"python:self.runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_observation_is_not_a_query_source","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:73352c3554c542868fcc2a30:aoa:abyss-stack:anchor:da2f5f7c00e2608dc61dd9d9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:da2f5f7c00e2608dc61dd9d9","label":"load_module","locator":{"end_column":18,"end_line":80,"fragment":"","pointer":"","start_column":1,"start_line":32},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.util.module_from_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.util.spec_from_file_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:spec.loader.exec_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:sys.modules.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:sys.modules.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:types.ModuleType"}],"parser_ref":"python-ast@1","qualified_name":"load_module","semantic_key":"python:function:load_module","source_id":"aoa:abyss-stack:artifact:73352c3554c542868fcc2a30","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:795992a5745bace0747ef607:aoa:abyss-stack:anchor:71352ada0f7bdd0100b7eef5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:71352ada0f7bdd0100b7eef5","label":"_safe_repo_relative_ref","locator":{"end_column":35,"end_line":844,"fragment":"","pointer":"","start_column":1,"start_line":822},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:WINDOWS_ABSOLUTE_PATH_RE.match"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:ord"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:ord"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:text.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:text.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_repo_relative_ref","target_ref":"python:value.strip"}],"parser_ref":"python-ast@1","qualified_name":"_safe_repo_relative_ref","semantic_key":"python:function:_safe_repo_relative_ref","source_id":"aoa:abyss-stack:artifact:795992a5745bace0747ef607","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:79bf5c340e83cfe8b05ca9ab:aoa:abyss-stack:anchor:5697eeaa3ee7941f1f8aeb1f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5697eeaa3ee7941f1f8aeb1f","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:79bf5c340e83cfe8b05ca9ab","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/39.jsonl b/kag/indexes/shards/anchor/39.jsonl
index 4041f62c75..8b9eaac7a1 100644
--- a/kag/indexes/shards/anchor/39.jsonl
+++ b/kag/indexes/shards/anchor/39.jsonl
@@ -34,6 +34,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:60aeecd638520af8778777c7:aoa:abyss-stack:anchor:12fe23b5e610994114e050df","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:12fe23b5e610994114e050df","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:60aeecd638520af8778777c7","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4:aoa:abyss-stack:anchor:4e139a10637f6115231596ad","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4e139a10637f6115231596ad","label":"recall_intent_ref","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/recall_intent_ref","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/recall_intent_ref","source_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6539dca210d1e600c04ea278:aoa:abyss-stack:anchor:e9332c2a2c92de56d0e3da23","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e9332c2a2c92de56d0e3da23","label":"is_private_host","locator":{"end_column":21,"end_line":20,"fragment":"","pointer":"","start_column":1,"start_line":13},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:is_private_host","target_ref":"python:ipaddress.ip_address"}],"parser_ref":"python-ast@1","qualified_name":"is_private_host","semantic_key":"python:function:is_private_host","source_id":"aoa:abyss-stack:artifact:6539dca210d1e600c04ea278","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:01a32198c17a140b68b59eff","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:01a32198c17a140b68b59eff","label":"test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable","locator":{"end_column":63,"end_line":3011,"fragment":"","pointer":"","start_column":5,"start_line":3003},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable","target_ref":"python:self.runtime.candidate_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable","target_ref":"python:self.runtime.receipts_path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable","target_ref":"python:self.runtime.receipts_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:51b6573adf626ef31963e284","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:51b6573adf626ef31963e284","label":"notify","locator":{"end_column":44,"end_line":146,"fragment":"","pointer":"","start_column":5,"start_line":145},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.notify","target_ref":"python:self.calls.append"}],"parser_ref":"python-ast@1","qualified_name":"FakeRpc.notify","semantic_key":"python:method:FakeRpc.notify","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6e127db861054608327a1b1d:aoa:abyss-stack:anchor:182090aaa4fdee8d390102de","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:182090aaa4fdee8d390102de","label":"Follow-up route","locator":{"end_column":18,"end_line":442,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":442},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:6e127db861054608327a1b1d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:be32213e50ba504c5d1de70c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:be32213e50ba504c5d1de70c","label":"advance_milestone","locator":{"end_column":29,"end_line":115,"fragment":"","pointer":"","start_column":5,"start_line":108},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"GovernedBackend.advance_milestone","semantic_key":"python:method:GovernedBackend.advance_milestone","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
@@ -54,6 +55,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:c5932e25080dee83644776dc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c5932e25080dee83644776dc","label":"public_session","locator":{"end_column":14,"end_line":1530,"fragment":"","pointer":"","start_column":5,"start_line":1498},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.public_session","target_ref":"python:_missing_fields"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.public_session","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.public_session","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.public_session","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.public_session","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.public_session","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.public_session","target_ref":"python:sum"}],"parser_ref":"python-ast@1","qualified_name":"ReviewContext.public_session","semantic_key":"python:method:ReviewContext.public_session","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:99830f7811fc3c7c2222673c:aoa:abyss-stack:anchor:00dc3bbf61cb11ce6094ba90","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:00dc3bbf61cb11ce6094ba90","label":"TransportSettings","locator":{"end_column":21,"end_line":28,"fragment":"","pointer":"","start_column":1,"start_line":25},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"TransportSettings","semantic_key":"python:class:TransportSettings","source_id":"aoa:abyss-stack:artifact:99830f7811fc3c7c2222673c","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4:aoa:abyss-stack:anchor:3925d200d4572d93dba9efb1","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3925d200d4572d93dba9efb1","label":"selection_law","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/selection_law","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/selection_law","source_id":"aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:b4ab832885701dbf2d3ac4de","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:b4ab832885701dbf2d3ac4de","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:2397eaeca52563bb30dfe43b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2397eaeca52563bb30dfe43b","label":"repo_root_for_scenario","locator":{"end_column":21,"end_line":546,"fragment":"","pointer":"","start_column":1,"start_line":537},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:repo_root_for_scenario","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:repo_root_for_scenario","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:repo_root_for_scenario","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:repo_root_for_scenario","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:repo_root_for_scenario","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:repo_root_for_scenario","target_ref":"python:repo_root.exists"}],"parser_ref":"python-ast@1","qualified_name":"repo_root_for_scenario","semantic_key":"python:function:repo_root_for_scenario","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a64882e851006f33f172bdd0:aoa:abyss-stack:anchor:f9a261e2f604724a7282afcd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f9a261e2f604724a7282afcd","label":"Options considered","locator":{"end_column":21,"end_line":25,"fragment":"options-considered","pointer":"","start_column":1,"start_line":25},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:a64882e851006f33f172bdd0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:66ef3526dcfbdc39e91ab679","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:66ef3526dcfbdc39e91ab679","label":"materialize","locator":{"end_column":46,"end_line":619,"fragment":"","pointer":"","start_column":1,"start_line":599},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:available_cases"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:contracts.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:log_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:mirror_readme"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:mirror_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:node_artifacts_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:program_readme"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:refresh_w5_outputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"materialize","semantic_key":"python:function:materialize","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/3b.jsonl b/kag/indexes/shards/anchor/3b.jsonl
index e038f65933..b320ebf83a 100644
--- a/kag/indexes/shards/anchor/3b.jsonl
+++ b/kag/indexes/shards/anchor/3b.jsonl
@@ -2,7 +2,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:8118d18f74ec8de05966ed44","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:8118d18f74ec8de05966ed44","label":"ABYSS-STACK-D-0138 Provider-Neutral Programmatic Execution Runtime","locator":{"end_column":179,"end_line":144,"fragment":"","pointer":"","start_column":37,"start_line":144},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0138-provider-neutral-programmatic-execution-runtime.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:144:37:0:../ABYSS-STACK-D-0138-provider-neutral-programmatic-execution-runtime.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:049aa91da24a30f6073508fb:aoa:abyss-stack:anchor:57a133bebc0aa76024dff057","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:57a133bebc0aa76024dff057","label":"${AOA_QWEN3_RERANKER_MODEL_HOST_PATH","locator":{"end_column":132,"end_line":27,"fragment":"","pointer":"/services/rerank-api/volumes/0/${AOA_QWEN3_RERANKER_MODEL_HOST_PATH","start_column":7,"start_line":27},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/rerank-api/volumes/0/${AOA_QWEN3_RERANKER_MODEL_HOST_PATH","source_id":"aoa:abyss-stack:artifact:049aa91da24a30f6073508fb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:05a7c803e237fbfaca1c085a:aoa:abyss-stack:anchor:6861ec62fd818b2ffc7b452b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6861ec62fd818b2ffc7b452b","label":"_sha256_json","locator":{"end_column":50,"end_line":45,"fragment":"","pointer":"","start_column":1,"start_line":44},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_json","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_json","target_ref":"python:_sha256_bytes"}],"parser_ref":"python-ast@1","qualified_name":"_sha256_json","semantic_key":"python:function:_sha256_json","source_id":"aoa:abyss-stack:artifact:05a7c803e237fbfaca1c085a","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:37c19ead15184ed2272020a6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:37c19ead15184ed2272020a6","label":"Validation","locator":{"end_column":14,"end_line":1611,"fragment":"validation-4","pointer":"","start_column":1,"start_line":1611},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation-4","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:37c19ead15184ed2272020a6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:37c19ead15184ed2272020a6","label":"Validation","locator":{"end_column":14,"end_line":1615,"fragment":"validation-4","pointer":"","start_column":1,"start_line":1615},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation-4","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f:aoa:abyss-stack:anchor:38f63c8779bb060b957999f2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:38f63c8779bb060b957999f2","label":"_relative_is_allowed","locator":{"end_column":6,"end_line":692,"fragment":"","pointer":"","start_column":1,"start_line":681},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_relative_is_allowed","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_relative_is_allowed","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_relative_is_allowed","target_ref":"python:relative.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_relative_is_allowed","target_ref":"python:relative.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_relative_is_allowed","target_ref":"python:relative.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_relative_is_allowed","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"_relative_is_allowed","semantic_key":"python:function:_relative_is_allowed","source_id":"aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d25d90d0812762fd5378e2f:aoa:abyss-stack:anchor:a7d0c5033f3bdbcfeefd47b5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a7d0c5033f3bdbcfeefd47b5","label":"validation_routes","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/validation_routes","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/validation_routes","source_id":"aoa:abyss-stack:artifact:0d25d90d0812762fd5378e2f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e32fdadd2717574386a3732:aoa:abyss-stack:anchor:d495d01dabd3945e130f1211","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d495d01dabd3945e130f1211","label":"Consequences","locator":{"end_column":15,"end_line":56,"fragment":"consequences","pointer":"","start_column":1,"start_line":56},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:0e32fdadd2717574386a3732","symbol_kind":""}
@@ -37,6 +37,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:56584d1feee37802eef59a2c:aoa:abyss-stack:anchor:f91fc36772f9deda86cbac96","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f91fc36772f9deda86cbac96","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:56584d1feee37802eef59a2c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5d25e239b95780ab137141e8:aoa:abyss-stack:anchor:8c90df10688d519cf705c98b","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:8c90df10688d519cf705c98b","label":"rpg-runtime","locator":{"end_column":39,"end_line":17,"fragment":"","pointer":"","start_column":3,"start_line":17},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:federation-seams-parts","target_ref":"rpg-runtime/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:17:3:0:rpg-runtime/README.md","source_id":"aoa:abyss-stack:artifact:5d25e239b95780ab137141e8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4:aoa:abyss-stack:anchor:a7702eb99397cc163957ffc4","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a7702eb99397cc163957ffc4","label":"content_minimization","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/content_minimization","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/content_minimization","source_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:3284aa02e09fb0f90e214021","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3284aa02e09fb0f90e214021","label":"test_observed_lsp_sessions_require_source_root_in_schema_and_validator","locator":{"end_column":14,"end_line":1485,"fragment":"","pointer":"","start_column":5,"start_line":1428},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:_validate_machine_evidence_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:_validate_machine_evidence_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:session.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_observed_lsp_sessions_require_source_root_in_schema_and_validator","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:31d4f2211b2ae7a7cbc4b171","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:31d4f2211b2ae7a7cbc4b171","label":"control_mode","locator":{"end_column":24,"end_line":15,"fragment":"","pointer":"/control_mode","start_column":1,"start_line":15},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/control_mode","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:760c8d12c8ffcc3f14794e0e:aoa:abyss-stack:anchor:dddf02eede5f2dbc53d9b721","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:dddf02eede5f2dbc53d9b721","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:760c8d12c8ffcc3f14794e0e","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7897359c40dfb3707aa5b1c7:aoa:abyss-stack:anchor:72e095253b4c975636eb6b8e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:72e095253b4c975636eb6b8e","label":"runtime","locator":{"end_column":9,"end_line":1,"fragment":"runtime","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime","source_id":"aoa:abyss-stack:artifact:7897359c40dfb3707aa5b1c7","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/3c.jsonl b/kag/indexes/shards/anchor/3c.jsonl
index c033d45418..3e7ffbcf9c 100644
--- a/kag/indexes/shards/anchor/3c.jsonl
+++ b/kag/indexes/shards/anchor/3c.jsonl
@@ -62,6 +62,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:95958bc5447d5ce3c2eeb1c7:aoa:abyss-stack:anchor:1d190b5dc685940242e53925","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:1d190b5dc685940242e53925","label":"parts/federation-checks/docs/UPSTREAM_COMPATIBILITY.md","locator":{"end_column":115,"end_line":46,"fragment":"","pointer":"","start_column":3,"start_line":46},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:current-bridges","target_ref":"parts/federation-checks/docs/UPSTREAM_COMPATIBILITY.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:46:3:0:parts/federation-checks/docs/UPSTREAM_COMPATIBILITY.md","source_id":"aoa:abyss-stack:artifact:95958bc5447d5ce3c2eeb1c7","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9cc331a1e6b8e718de47f923:aoa:abyss-stack:anchor:6894dbc3f3b7ce8144282bb5","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:6894dbc3f3b7ce8144282bb5","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9cc331a1e6b8e718de47f923","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4:aoa:abyss-stack:anchor:b924359f20f2b474495e1d05","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b924359f20f2b474495e1d05","label":"source_plan_sha256","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/source_plan_sha256","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/source_plan_sha256","source_id":"aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:9e910a5930324d922b323cb3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9e910a5930324d922b323cb3","label":"close","locator":{"end_column":34,"end_line":3893,"fragment":"","pointer":"","start_column":5,"start_line":3877},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.close","target_ref":"python:process.kill"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.close","target_ref":"python:process.poll"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.close","target_ref":"python:process.wait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.close","target_ref":"python:process.wait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.close","target_ref":"python:self._cleanup_launch_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.close","target_ref":"python:self._terminate_process"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.close","target_ref":"python:self.notify"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.close","target_ref":"python:self.request"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession.close","semantic_key":"python:method:ManagedLspSession.close","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6:aoa:abyss-stack:anchor:bd2517cfe8fb4b372ba920e8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bd2517cfe8fb4b372ba920e8","label":"send_with_identity","locator":{"end_column":36,"end_line":62,"fragment":"","pointer":"","start_column":13,"start_line":48},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__call__.send_with_identity","target_ref":"python:RUNTIME_IDENTITY_HEADER.lower"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__call__.send_with_identity","target_ref":"python:RUNTIME_IDENTITY_HEADER.lower"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__call__.send_with_identity","target_ref":"python:headers.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__call__.send_with_identity","target_ref":"python:key.lower"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__call__.send_with_identity","target_ref":"python:message.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__call__.send_with_identity","target_ref":"python:message.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__call__.send_with_identity","target_ref":"python:send"}],"parser_ref":"python-ast@1","qualified_name":"_ModernOnlyHTTPApp.__call__.send_with_identity","semantic_key":"python:method:_ModernOnlyHTTPApp.__call__.send_with_identity","source_id":"aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa:aoa:abyss-stack:anchor:d4fdd5e4041014ad5570fe8a","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:d4fdd5e4041014ad5570fe8a","label":"AGENTS.md","locator":{"end_column":43,"end_line":48,"fragment":"","pointer":"","start_column":21,"start_line":48},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:validation","target_ref":"AGENTS.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:48:21:0:AGENTS.md","source_id":"aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:33da0275cbc82b2163eb902c","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:33da0275cbc82b2163eb902c","label":"ABYSS-STACK-D-0116 Bind Terminal Validation Suite After Command-Sandbox Settlement","locator":{"end_column":177,"end_line":286,"fragment":"","pointer":"","start_column":3,"start_line":286},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:actor-projection","target_ref":"../ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:286:3:0:../ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/3d.jsonl b/kag/indexes/shards/anchor/3d.jsonl
index d44f85989e..6c33dcc40f 100644
--- a/kag/indexes/shards/anchor/3d.jsonl
+++ b/kag/indexes/shards/anchor/3d.jsonl
@@ -37,6 +37,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5c5f853573e20bed82f10100:aoa:abyss-stack:anchor:dcfec6d5f75ec7d48740b6bc","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:dcfec6d5f75ec7d48740b6bc","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:5c5f853573e20bed82f10100","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4:aoa:abyss-stack:anchor:3207346dfcd3b97665a63c1a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3207346dfcd3b97665a63c1a","label":"evidence_refs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/evidence_refs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/evidence_refs","source_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:74a2cf912d28e64efd56268b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:74a2cf912d28e64efd56268b","label":"_dotenv_values","locator":{"end_column":18,"end_line":182,"fragment":"","pointer":"","start_column":1,"start_line":167},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_dotenv_values","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_dotenv_values","target_ref":"python:line.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_dotenv_values","target_ref":"python:line.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_dotenv_values","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_dotenv_values","target_ref":"python:path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_dotenv_values","target_ref":"python:raw_line.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_dotenv_values","target_ref":"python:value.strip"}],"parser_ref":"python-ast@1","qualified_name":"_dotenv_values","semantic_key":"python:function:_dotenv_values","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:9f44b072391bcdc169bd29db","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9f44b072391bcdc169bd29db","label":"setUp","locator":{"end_column":64,"end_line":65,"fragment":"","pointer":"","start_column":5,"start_line":47},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.setUp","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.setUp","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.setUp","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.setUp","target_ref":"python:os.urandom"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.setUp","target_ref":"python:self.historical_trust_key.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.setUp","target_ref":"python:self.historical_trust_key.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.setUp","target_ref":"python:self.source.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.setUp","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.setUp","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.setUp","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c7359e3bb8b820f2afbb86a:aoa:abyss-stack:anchor:06f5164b3fefa417bfabc8f2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:06f5164b3fefa417bfabc8f2","label":"Decision","locator":{"end_column":11,"end_line":35,"fragment":"decision","pointer":"","start_column":1,"start_line":35},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:6c7359e3bb8b820f2afbb86a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cabd54d7c73dce3ef63c389:aoa:abyss-stack:anchor:c1312d96892089dfac85e546","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c1312d96892089dfac85e546","label":"Purpose","locator":{"end_column":10,"end_line":3,"fragment":"purpose","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:purpose","source_id":"aoa:abyss-stack:artifact:6cabd54d7c73dce3ef63c389","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:703502d24547a9161f302adc:aoa:abyss-stack:anchor:d95db7b6bfbfbc2db8bfe4e3","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d95db7b6bfbfbc2db8bfe4e3","label":"delivery_target","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/delivery_target","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/delivery_target","source_id":"aoa:abyss-stack:artifact:703502d24547a9161f302adc","symbol_kind":"json_key"}
@@ -59,6 +60,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262:aoa:abyss-stack:anchor:e9c94ed18f6a007c8ffd17bc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e9c94ed18f6a007c8ffd17bc","label":"Candidate Lanes","locator":{"end_column":18,"end_line":34,"fragment":"candidate-lanes","pointer":"","start_column":1,"start_line":34},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:candidate-lanes","source_id":"aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f:aoa:abyss-stack:anchor:add83721f116bc2d65cca755","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:add83721f116bc2d65cca755","label":"2026-08-25 - Declarative governed landing-effect grant ABI","locator":{"end_column":61,"end_line":54,"fragment":"2026-08-25-declarative-governed-landing-effect-grant-abi","pointer":"","start_column":1,"start_line":54},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-08-25-declarative-governed-landing-effect-grant-abi","source_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4:aoa:abyss-stack:anchor:af8dc212f128bea0b8021e4e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:af8dc212f128bea0b8021e4e","label":"source_plan_ref","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/source_plan_ref","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/source_plan_ref","source_id":"aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:ae6650990de7c7245ad0b286","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ae6650990de7c7245ad0b286","label":"_ed25519_scalar_mult","locator":{"end_column":18,"end_line":798,"fragment":"","pointer":"","start_column":1,"start_line":790},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_scalar_mult","target_ref":"python:_ed25519_add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_scalar_mult","target_ref":"python:_ed25519_add"}],"parser_ref":"python-ast@1","qualified_name":"_ed25519_scalar_mult","semantic_key":"python:function:_ed25519_scalar_mult","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:716165290151464b45882430","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:716165290151464b45882430","label":"infra","locator":{"end_column":9,"end_line":45,"fragment":"","pointer":"/tags/1","start_column":3,"start_line":45},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/tags/1","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:1cc877ff868d9714077d4711","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1cc877ff868d9714077d4711","label":"acceptance_validate","locator":{"end_column":10,"end_line":2556,"fragment":"","pointer":"","start_column":5,"start_line":2532},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.acceptance_validate","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.acceptance_validate","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.acceptance_validate","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.acceptance_validate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.acceptance_validate","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.acceptance_validate","semantic_key":"python:method:build_graph.acceptance_validate","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:857429e51f3a094afd6cdcd4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:857429e51f3a094afd6cdcd4","label":"mechanic part","locator":{"end_column":16,"end_line":89,"fragment":"mechanic-part","pointer":"","start_column":1,"start_line":89},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:mechanic-part","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/3e.jsonl b/kag/indexes/shards/anchor/3e.jsonl
index fed0fba8d4..e612c775a0 100644
--- a/kag/indexes/shards/anchor/3e.jsonl
+++ b/kag/indexes/shards/anchor/3e.jsonl
@@ -41,6 +41,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:68e8b93f9215f6154bb55e81","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:68e8b93f9215f6154bb55e81","label":"_json_file","locator":{"end_column":19,"end_line":164,"fragment":"","pointer":"","start_column":1,"start_line":160},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_json_file","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_json_file","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_json_file","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_json_file","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"_json_file","semantic_key":"python:function:_json_file","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:cb31641211658577895551e6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cb31641211658577895551e6","label":"build_server","locator":{"end_column":15,"end_line":404,"fragment":"","pointer":"","start_column":1,"start_line":136},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:AbyssMCPServer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:LOGGER.info"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:LOGGER.info"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:ToolAnnotations"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:_bind_server_info_version"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:_contour_http_auth_kwargs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:configured_capability_profile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:contour.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:load_organ_access_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:mcp.tool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:validate_runtime_bindings"}],"parser_ref":"python-ast@1","qualified_name":"build_server","semantic_key":"python:function:build_server","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:e4c2651073dbaa78faecfd0e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e4c2651073dbaa78faecfd0e","label":"authority_resource","locator":{"end_column":94,"end_line":158,"fragment":"","pointer":"","start_column":5,"start_line":157},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.authority_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.authority_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.authority_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.authority_resource","semantic_key":"python:method:build_server.authority_resource","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:22f73f8fae1813e52ffe80ca","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:22f73f8fae1813e52ffe80ca","label":"machine_evidence","locator":{"end_column":23,"end_line":228,"fragment":"","pointer":"","start_column":5,"start_line":86},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:candidate.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:candidate.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:live_code_intelligence._directory_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:live_code_intelligence._directory_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:self.root.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:time.gmtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.machine_evidence","target_ref":"python:time.strftime"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.machine_evidence","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.machine_evidence","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8:aoa:abyss-stack:anchor:6bd8c3f9f15571ade515f05c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6bd8c3f9f15571ade515f05c","label":"_deployment_artifact_identity_current","locator":{"end_column":53,"end_line":188,"fragment":"","pointer":"","start_column":1,"start_line":162},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:artifacts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:artifacts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:sdk_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:stable_rollback_observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_deployment_artifact_identity_current","target_ref":"python:stable_rollback_observation.get"}],"parser_ref":"python-ast@1","qualified_name":"_deployment_artifact_identity_current","semantic_key":"python:function:_deployment_artifact_identity_current","source_id":"aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bac6d2ff5dc7734bc000fb5:aoa:abyss-stack:anchor:3663a1d91e712f2daa91f410","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3663a1d91e712f2daa91f410","label":"Surfaces","locator":{"end_column":11,"end_line":37,"fragment":"surfaces","pointer":"","start_column":1,"start_line":37},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:surfaces","source_id":"aoa:abyss-stack:artifact:6bac6d2ff5dc7734bc000fb5","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:0a7becc4656685e59c8d5af6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0a7becc4656685e59c8d5af6","label":"command_return_route","locator":{"end_column":6,"end_line":3168,"fragment":"","pointer":"","start_column":1,"start_line":3148},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:command_return_route","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:command_return_route","target_ref":"python:SimpleNamespace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:command_return_route","target_ref":"python:_load_return_route"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:command_return_route","target_ref":"python:command_return"}],"parser_ref":"python-ast@1","qualified_name":"command_return_route","semantic_key":"python:function:command_return_route","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/40.jsonl b/kag/indexes/shards/anchor/40.jsonl
index 2e0843064b..52edb7b534 100644
--- a/kag/indexes/shards/anchor/40.jsonl
+++ b/kag/indexes/shards/anchor/40.jsonl
@@ -6,9 +6,10 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:05326671a89cc814d2a25cad:aoa:abyss-stack:anchor:9efbda2a8e4992e784009672","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9efbda2a8e4992e784009672","label":"Consequence for OS Abyss","locator":{"end_column":27,"end_line":35,"fragment":"consequence-for-os-abyss","pointer":"","start_column":1,"start_line":35},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequence-for-os-abyss","source_id":"aoa:abyss-stack:artifact:05326671a89cc814d2a25cad","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:900f42c096eb7668b6584abd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:900f42c096eb7668b6584abd","label":"test_stack_mcp_units_keep_all_contours_disjoint","locator":{"end_column":74,"end_line":4674,"fragment":"","pointer":"","start_column":5,"start_line":4460},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:INSTALL_SYSTEMD.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:MANAGED_USER_UNITS.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:STACK_MCP_CANDIDATE_UNIT.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:STACK_MCP_INTERNAL_EFFECT_UNIT.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:STACK_MCP_READ_UNIT.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:audit_verifier.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:deployed_entrypoint_prefix.removeprefix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:deployed_entrypoint_prefix.removeprefix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:installer.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:line.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:line.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","target_ref":"python:verifier_cases.split"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","semantic_key":"python:method:RuntimeLifecycleUserUnitTests.test_stack_mcp_units_keep_all_contours_disjoint","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:061b6658d5ef75b1c438bf08:aoa:abyss-stack:anchor:3edf0db318a46140445c3fd9","_kind":"anchor","anchor_kind":"toml_key","id":"aoa:abyss-stack:anchor:3edf0db318a46140445c3fd9","label":"tool.setuptools.packages.find","locator":{"end_column":31,"end_line":19,"fragment":"","pointer":"tool.setuptools.packages.find","start_column":1,"start_line":19},"outbound_refs":[],"parser_ref":"aoa-toml-path@1","qualified_name":"","semantic_key":"table:tool.setuptools.packages.find","source_id":"aoa:abyss-stack:artifact:061b6658d5ef75b1c438bf08","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:3007942b5758b6aa8cfd41ae","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3007942b5758b6aa8cfd41ae","label":"[0.2.1] - 2026-04-19","locator":{"end_column":23,"end_line":1511,"fragment":"021-2026-04-19","pointer":"","start_column":1,"start_line":1511},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:021-2026-04-19","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:3007942b5758b6aa8cfd41ae","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3007942b5758b6aa8cfd41ae","label":"[0.2.1] - 2026-04-19","locator":{"end_column":23,"end_line":1515,"fragment":"021-2026-04-19","pointer":"","start_column":1,"start_line":1515},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:021-2026-04-19","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0761a298a5b445051bca01e1:aoa:abyss-stack:anchor:3fce2db3833a9819d808268a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3fce2db3833a9819d808268a","label":"directions","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/directions","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/directions","source_id":"aoa:abyss-stack:artifact:0761a298a5b445051bca01e1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0918dfbcc68f5907d706c8f8:aoa:abyss-stack:anchor:c7c98fe1a21048732bc3b8ab","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c7c98fe1a21048732bc3b8ab","label":"return_reason","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/return_reason","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/return_reason","source_id":"aoa:abyss-stack:artifact:0918dfbcc68f5907d706c8f8","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79:aoa:abyss-stack:anchor:265875cac11eb80e942cb284","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:265875cac11eb80e942cb284","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:13d8cd163d93108d4338b291:aoa:abyss-stack:anchor:5bdcfa9c3d82060cae2685fb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5bdcfa9c3d82060cae2685fb","label":"conformance_harness","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/conformance_harness","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/conformance_harness","source_id":"aoa:abyss-stack:artifact:13d8cd163d93108d4338b291","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:13d8cd163d93108d4338b291:aoa:abyss-stack:anchor:91115d60385030afb9cc34a9","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:91115d60385030afb9cc34a9","label":"directions","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/directions","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/directions","source_id":"aoa:abyss-stack:artifact:13d8cd163d93108d4338b291","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:15192608e7594917e7a219b4:aoa:abyss-stack:anchor:d7f943a282044fc9535878da","_kind":"anchor","anchor_kind":"toml_key","id":"aoa:abyss-stack:anchor:d7f943a282044fc9535878da","label":"aoa-xda-connector-mcp","locator":{"end_column":56,"end_line":16,"fragment":"","pointer":"project.scripts.aoa-xda-connector-mcp","start_column":1,"start_line":16},"outbound_refs":[],"parser_ref":"aoa-toml-path@1","qualified_name":"","semantic_key":"key:project.scripts.aoa-xda-connector-mcp","source_id":"aoa:abyss-stack:artifact:15192608e7594917e7a219b4","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/41.jsonl b/kag/indexes/shards/anchor/41.jsonl
index c774c6dab6..8c6594023a 100644
--- a/kag/indexes/shards/anchor/41.jsonl
+++ b/kag/indexes/shards/anchor/41.jsonl
@@ -46,6 +46,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:a337a19aed9b4daf16a99035","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a337a19aed9b4daf16a99035","label":"test","locator":{"end_column":134,"end_line":46,"fragment":"","pointer":"/services/babelvox-tts/healthcheck/test","start_column":7,"start_line":46},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/healthcheck/test","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6999b3015686383e3398e25d:aoa:abyss-stack:anchor:cf6c362dd29e9c78a19d25b4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:cf6c362dd29e9c78a19d25b4","label":"Verify","locator":{"end_column":9,"end_line":33,"fragment":"verify","pointer":"","start_column":1,"start_line":33},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:verify","source_id":"aoa:abyss-stack:artifact:6999b3015686383e3398e25d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a886c44d0ef5560636e39b0:aoa:abyss-stack:anchor:dac177e6e77e9d62c174dbdc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:dac177e6e77e9d62c174dbdc","label":"Candidate Lanes","locator":{"end_column":18,"end_line":33,"fragment":"candidate-lanes","pointer":"","start_column":1,"start_line":33},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:candidate-lanes","source_id":"aoa:abyss-stack:artifact:6a886c44d0ef5560636e39b0","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:593faa09dcd5d1f559862b7c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:593faa09dcd5d1f559862b7c","label":"generation","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/generation","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/generation","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:61ebb48ad2a14853c62eeaea","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:61ebb48ad2a14853c62eeaea","label":"call","locator":{"end_column":37,"end_line":225,"fragment":"","pointer":"","start_column":5,"start_line":148},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.call","target_ref":"python:AssertionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.call","target_ref":"python:AssertionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.call","target_ref":"python:AssertionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.call","target_ref":"python:self.calls.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.call","target_ref":"python:self.request_issued_callback"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.call","target_ref":"python:self.request_prepare_callback"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.call","target_ref":"python:turns.append"}],"parser_ref":"python-ast@1","qualified_name":"FakeRpc.call","semantic_key":"python:method:FakeRpc.call","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:af3c6c3d102651d935ea0958","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:af3c6c3d102651d935ea0958","label":"run_return","locator":{"end_column":6,"end_line":2950,"fragment":"","pointer":"","start_column":1,"start_line":2815},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:SimpleNamespace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:SimpleNamespace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:VISIBLE._assert_file_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:VISIBLE._assert_file_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:VISIBLE._assert_file_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:VISIBLE._assert_file_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:VISIBLE._assert_file_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:VISIBLE._assert_file_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_bind_return_attempt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_call_visible"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_call_visible"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_load_authorized_return_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_load_existing_authorization"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_load_existing_authorization"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_load_existing_return_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_load_existing_return_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_load_json_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_load_json_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_load_return_inputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_replace_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_return_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_return_reservation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:_return_reservation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:authorization_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:closure.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:deliver_handoff"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:discover_app_server_socket"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:evidence_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:return_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:return_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:return_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_return","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"run_return","semantic_key":"python:function:run_return","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:b0c3622c2b5b31737cfcfcab","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b0c3622c2b5b31737cfcfcab","label":"_detached_binding","locator":{"end_column":6,"end_line":2992,"fragment":"","pointer":"","start_column":1,"start_line":2970},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_binding","target_ref":"python:_return_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_binding","target_ref":"python:detached_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_binding","target_ref":"python:log_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_binding","target_ref":"python:result_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_binding","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_binding","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_binding","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_detached_binding","semantic_key":"python:function:_detached_binding","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
@@ -72,6 +73,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:95cbd41d1d4257dbb5dac6dc:aoa:abyss-stack:anchor:d04c11bb7539bf788b2c50e7","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d04c11bb7539bf788b2c50e7","label":"Decision","locator":{"end_column":11,"end_line":40,"fragment":"decision","pointer":"","start_column":1,"start_line":40},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:95cbd41d1d4257dbb5dac6dc","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:846ce819865b6553bc997ce9","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:846ce819865b6553bc997ce9","label":"policy_mode","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/policy_mode","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/policy_mode","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4:aoa:abyss-stack:anchor:bed3547382e8a7fe6c54cc32","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:bed3547382e8a7fe6c54cc32","label":"render_manifest_ref","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/render_manifest_ref","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/render_manifest_ref","source_id":"aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:dd5281571e979b5c6110b638","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dd5281571e979b5c6110b638","label":"restart","locator":{"end_column":14,"end_line":6777,"fragment":"","pointer":"","start_column":5,"start_line":6741},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.restart","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.restart","target_ref":"python:refreshed.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.restart","target_ref":"python:refreshed.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.restart","target_ref":"python:self._operation_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.restart","target_ref":"python:self._refresh_lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.restart","target_ref":"python:self._refresh_with_operation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.restart","target_ref":"python:self._state_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.restart","target_ref":"python:self._state_pointer"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.restart","semantic_key":"python:method:LiveCodeIntelligenceRuntime.restart","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:d9e67f1796334cd25e43c81c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d9e67f1796334cd25e43c81c","label":"NonJsonRunner","locator":{"end_column":47,"end_line":420,"fragment":"","pointer":"","start_column":1,"start_line":408},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"NonJsonRunner","semantic_key":"python:class:NonJsonRunner","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:a32ac6458adafc86cf846af4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a32ac6458adafc86cf846af4","label":"land_validated_diff","locator":{"end_column":51,"end_line":1803,"fragment":"","pointer":"","start_column":1,"start_line":1758},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:TRIALS.ensure_repo_tracked_clean"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:TRIALS.git_head"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:TRIALS.run_acceptance_checks"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:command_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:diff_text.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:diff_text.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:landing_diff_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:landing_diff_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:proposal_artifact_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:land_validated_diff","target_ref":"python:w5_report_artifact_refs"}],"parser_ref":"python-ast@1","qualified_name":"land_validated_diff","semantic_key":"python:function:land_validated_diff","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:cf77b00caa63f785c164543a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cf77b00caa63f785c164543a","label":"execute_read_only_actions","locator":{"end_column":10,"end_line":2333,"fragment":"","pointer":"","start_column":5,"start_line":2312},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.execute_read_only_actions","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.execute_read_only_actions","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.execute_read_only_actions","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.execute_read_only_actions","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.execute_read_only_actions","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.execute_read_only_actions","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.execute_read_only_actions","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.execute_read_only_actions","target_ref":"python:run_read_only_scenario"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.execute_read_only_actions","semantic_key":"python:method:build_graph.execute_read_only_actions","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/42.jsonl b/kag/indexes/shards/anchor/42.jsonl
index 2435b3ea88..62f2aff8db 100644
--- a/kag/indexes/shards/anchor/42.jsonl
+++ b/kag/indexes/shards/anchor/42.jsonl
@@ -51,6 +51,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466:aoa:abyss-stack:anchor:883844ee0dcee1d28e76a650","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:883844ee0dcee1d28e76a650","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c:aoa:abyss-stack:anchor:1fc98b52d34447e9555ca1df","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1fc98b52d34447e9555ca1df","label":"main","locator":{"end_column":13,"end_line":564,"fragment":"","pointer":"","start_column":1,"start_line":468},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_catalog"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_run_entry"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:classify_retention"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:collect_packet_references"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:determine_cohorts"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:enriched.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:latest_entries_by_key"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:run_entries_with_retention.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:runs_root.glob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:429946c3db40d504494bea4e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:429946c3db40d504494bea4e","label":"absolute","locator":{"end_column":31,"end_line":165,"fragment":"","pointer":"","start_column":1,"start_line":164},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:absolute","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:absolute","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"absolute","semantic_key":"python:function:absolute","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4:aoa:abyss-stack:anchor:eac8b5734a20a6894edf3cca","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:eac8b5734a20a6894edf3cca","label":"live runtime cutover","locator":{"end_column":73,"end_line":19,"fragment":"","pointer":"","start_column":3,"start_line":19},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-lifecycle-parts","target_ref":"start-stop/docs/LIVE_RUNTIME_CUTOVER_PACKET.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:19:3:0:start-stop/docs/LIVE_RUNTIME_CUTOVER_PACKET.md","source_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5:aoa:abyss-stack:anchor:bc6ad01b91cf06346adaf043","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:bc6ad01b91cf06346adaf043","label":"proxy","locator":{"end_column":35,"end_line":67,"fragment":"","pointer":"/models/gemma4-e2b-it/proxy","start_column":5,"start_line":67},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/models/gemma4-e2b-it/proxy","source_id":"aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:e47220ba8b0b64c3d844167e","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:e47220ba8b0b64c3d844167e","label":"ABYSS-STACK-D-0090 Machine Diagnostic Effect Isolation","locator":{"end_column":121,"end_line":116,"fragment":"","pointer":"","start_column":3,"start_line":116},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:mcp-access-plane","target_ref":"../ABYSS-STACK-D-0090-machine-diagnostic-effect-isolation.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:116:3:0:../ABYSS-STACK-D-0090-machine-diagnostic-effect-isolation.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ae7063f19e0593175aca75dd:aoa:abyss-stack:anchor:8f718dbc53c466ff72345d04","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8f718dbc53c466ff72345d04","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:ae7063f19e0593175aca75dd","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/43.jsonl b/kag/indexes/shards/anchor/43.jsonl
index 66776be21f..94cb8cf4b3 100644
--- a/kag/indexes/shards/anchor/43.jsonl
+++ b/kag/indexes/shards/anchor/43.jsonl
@@ -36,6 +36,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5c47c858b077bf064d53b566:aoa:abyss-stack:anchor:364314cabbc862b5e847e32f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:364314cabbc862b5e847e32f","label":"read_resource","locator":{"end_column":67,"end_line":969,"fragment":"","pointer":"","start_column":5,"start_line":934},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:parsed.path.lstrip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:self.authority_boundary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:self.evidence_map"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:self.machine_brief"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:self.machine_context_packet"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:self.machine_maps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:self.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:self.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:self.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:unquote"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:unquote"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.read_resource","target_ref":"python:urlparse"}],"parser_ref":"python-ast@1","qualified_name":"AbyssMachineMCPState.read_resource","semantic_key":"python:method:AbyssMachineMCPState.read_resource","source_id":"aoa:abyss-stack:artifact:5c47c858b077bf064d53b566","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61dac234f6fb767f779cf162:aoa:abyss-stack:anchor:1b5708a41b4a2ae024b24508","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1b5708a41b4a2ae024b24508","label":"test_rag_app_fails_fast_when_overlap_env_cannot_shrink_chunks","locator":{"end_column":40,"end_line":74,"fragment":"","pointer":"","start_column":1,"start_line":69},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_app_fails_fast_when_overlap_env_cannot_shrink_chunks","target_ref":"python:load_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_app_fails_fast_when_overlap_env_cannot_shrink_chunks","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_app_fails_fast_when_overlap_env_cannot_shrink_chunks","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_app_fails_fast_when_overlap_env_cannot_shrink_chunks","target_ref":"python:pytest.raises"}],"parser_ref":"python-ast@1","qualified_name":"test_rag_app_fails_fast_when_overlap_env_cannot_shrink_chunks","semantic_key":"python:function:test_rag_app_fails_fast_when_overlap_env_cannot_shrink_chunks","source_id":"aoa:abyss-stack:artifact:61dac234f6fb767f779cf162","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:a6497978dc28e61b4493c3c5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a6497978dc28e61b4493c3c5","label":"before_heavy_work","locator":{"end_column":10,"end_line":223,"fragment":"","pointer":"","start_column":5,"start_line":218},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.before_heavy_work","target_ref":"python:mcp.prompt"}],"parser_ref":"python-ast@1","qualified_name":"build_server.before_heavy_work","semantic_key":"python:method:build_server.before_heavy_work","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:9433238530d8c9ffa813c15a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9433238530d8c9ffa813c15a","label":"test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","locator":{"end_column":28,"end_line":1001,"fragment":"","pointer":"","start_column":5,"start_line":886},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:ManagedLspSession._can_use_immutable_launch_fds"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:ManagedLspSession._launch_namespace_binary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:config.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:dependency.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:mock.patch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:nested_runtime_file.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:nested_runtime_file.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:original_script.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.assertGreaterEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:session.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","target_ref":"python:unittest.skipUnless"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:1f432f67ffaa7e7eba1f2164","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1f432f67ffaa7e7eba1f2164","label":"factory","locator":{"end_column":14,"end_line":460,"fragment":"","pointer":"","start_column":9,"start_line":455},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket.factory","target_ref":"python:UnixWebSocketRpc"}],"parser_ref":"python-ast@1","qualified_name":"discover_app_server_socket.factory","semantic_key":"python:method:discover_app_server_socket.factory","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:73cb992a0387f1def32b9ef7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:73cb992a0387f1def32b9ef7","label":"_write_response","locator":{"end_column":6,"end_line":3348,"fragment":"","pointer":"","start_column":1,"start_line":3339},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_response","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_response","target_ref":"python:sys.stdout.write"}],"parser_ref":"python-ast@1","qualified_name":"_write_response","semantic_key":"python:function:_write_response","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:760c8d12c8ffcc3f14794e0e:aoa:abyss-stack:anchor:87d728b6f27a6f997fece4b1","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:87d728b6f27a6f997fece4b1","label":"group","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/group","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"group","semantic_key":"json:/$defs/group","source_id":"aoa:abyss-stack:artifact:760c8d12c8ffcc3f14794e0e","symbol_kind":"schema_definition"}
@@ -54,6 +55,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:95eb8fce8d87254e169ac5c1:aoa:abyss-stack:anchor:bcd9d397c879ce9ec434f51c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:bcd9d397c879ce9ec434f51c","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:95eb8fce8d87254e169ac5c1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9905c34186b451f06489c26e:aoa:abyss-stack:anchor:97c0d3a4d6d79e2e67dfea8d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:97c0d3a4d6d79e2e67dfea8d","label":"observation","locator":{"end_column":6,"end_line":118,"fragment":"","pointer":"","start_column":1,"start_line":66},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:observation","target_ref":"python:_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:observation","target_ref":"python:dict"}],"parser_ref":"python-ast@1","qualified_name":"observation","semantic_key":"python:function:observation","source_id":"aoa:abyss-stack:artifact:9905c34186b451f06489c26e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f:aoa:abyss-stack:anchor:fbb5465bd8c70883b2a5c14c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:fbb5465bd8c70883b2a5c14c","label":"Boundaries","locator":{"end_column":13,"end_line":128,"fragment":"boundaries","pointer":"","start_column":1,"start_line":128},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:boundaries","source_id":"aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:188900b11f0cb1de45546149","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:188900b11f0cb1de45546149","label":"_historical_trust_key","locator":{"end_column":71,"end_line":5855,"fragment":"","pointer":"","start_column":5,"start_line":5824},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_key","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_key","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_key","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_key","target_ref":"python:path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_key","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_key","target_ref":"python:stat.S_ISREG"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._historical_trust_key","semantic_key":"python:method:LiveCodeIntelligenceRuntime._historical_trust_key","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:796b9f1c194b96facbd88fdc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:796b9f1c194b96facbd88fdc","label":"test_context_packet_wraps_host_owned_packet","locator":{"end_column":137,"end_line":808,"fragment":"","pointer":"","start_column":1,"start_line":797},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_context_packet_wraps_host_owned_packet","target_ref":"python:FakeRunner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_context_packet_wraps_host_owned_packet","target_ref":"python:state.machine_context_packet"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_context_packet_wraps_host_owned_packet","target_ref":"python:state_with_fake"}],"parser_ref":"python-ast@1","qualified_name":"test_context_packet_wraps_host_owned_packet","semantic_key":"python:function:test_context_packet_wraps_host_owned_packet","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:d453bf59e58696d5a1e202c9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d453bf59e58696d5a1e202c9","label":"summary_memo","locator":{"end_column":6,"end_line":2020,"fragment":"","pointer":"","start_column":1,"start_line":1986},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summary_memo","target_ref":"python:TRIALS.bool_word"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summary_memo","target_ref":"python:TRIALS.bool_word"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summary_memo","target_ref":"python:TRIALS.truth_status_lines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summary_memo","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summary_memo","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summary_memo","target_ref":"python:make_index_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summary_memo","target_ref":"python:truth_status.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summary_memo","target_ref":"python:truth_status.get"}],"parser_ref":"python-ast@1","qualified_name":"summary_memo","semantic_key":"python:function:summary_memo","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:1192d0cbd9e156a1d12d81bd","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:1192d0cbd9e156a1d12d81bd","label":"aoa.tuning.posture","locator":{"end_column":37,"end_line":33,"fragment":"","pointer":"/services/postgres/labels/aoa.tuning.posture","start_column":7,"start_line":33},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/labels/aoa.tuning.posture","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/44.jsonl b/kag/indexes/shards/anchor/44.jsonl
index 90f6c652cf..9c4f3dcbdf 100644
--- a/kag/indexes/shards/anchor/44.jsonl
+++ b/kag/indexes/shards/anchor/44.jsonl
@@ -2,7 +2,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb:aoa:abyss-stack:anchor:8dc8a9d53533e5e3c7751aff","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:8dc8a9d53533e5e3c7751aff","label":"steps","locator":{"end_column":10,"end_line":277,"fragment":"","pointer":"/jobs/validate-windows-host-bridge/steps","start_column":5,"start_line":277},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/jobs/validate-windows-host-bridge/steps","source_id":"aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:02ac6c7fa36ffb9bba053b1d:aoa:abyss-stack:anchor:0415009ba664c673a97c4415","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:0415009ba664c673a97c4415","label":"providers","locator":{"end_column":10,"end_line":3,"fragment":"","pointer":"/providers","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/providers","source_id":"aoa:abyss-stack:artifact:02ac6c7fa36ffb9bba053b1d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:177ff3146b4afce74de32bdd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:177ff3146b4afce74de32bdd","label":"build_w4_edit_spec_exact_prompt","locator":{"end_column":22,"end_line":5783,"fragment":"","pointer":"","start_column":1,"start_line":5718},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_w4_edit_spec_exact_prompt","target_ref":"python:agents_guidance.rstrip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_w4_edit_spec_exact_prompt","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_w4_edit_spec_exact_prompt","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_w4_edit_spec_exact_prompt","target_ref":"python:sibling_lines.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_w4_edit_spec_exact_prompt","target_ref":"python:sibling_lines.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_w4_edit_spec_exact_prompt","target_ref":"python:textwrap.dedent"}],"parser_ref":"python-ast@1","qualified_name":"build_w4_edit_spec_exact_prompt","semantic_key":"python:function:build_w4_edit_spec_exact_prompt","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:9380e81d462b143cae826a88","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9380e81d462b143cae826a88","label":"Validation","locator":{"end_column":14,"end_line":1550,"fragment":"validation-3","pointer":"","start_column":1,"start_line":1550},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation-3","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:9380e81d462b143cae826a88","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9380e81d462b143cae826a88","label":"Validation","locator":{"end_column":14,"end_line":1554,"fragment":"validation-3","pointer":"","start_column":1,"start_line":1554},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation-3","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:083a0dc22bbeaf70702f99f3:aoa:abyss-stack:anchor:35a3063cafdfbb75df237ad2","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:35a3063cafdfbb75df237ad2","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:083a0dc22bbeaf70702f99f3","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345:aoa:abyss-stack:anchor:0aa44665773abaf6563628bf","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:0aa44665773abaf6563628bf","label":"START_HERE_ROUTE_CONTRACT","locator":{"end_column":147,"end_line":15,"fragment":"","pointer":"","start_column":83,"start_line":15},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:districts","target_ref":"routes/START_HERE_ROUTE_CONTRACT.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:15:83:1:routes/START_HERE_ROUTE_CONTRACT.md","source_id":"aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345:aoa:abyss-stack:anchor:a55cc0a02c24eb8d8e7309a3","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:a55cc0a02c24eb8d8e7309a3","label":"testing","locator":{"end_column":31,"end_line":22,"fragment":"","pointer":"","start_column":3,"start_line":22},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:districts","target_ref":"testing/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:22:3:0:testing/README.md","source_id":"aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345","symbol_kind":""}
@@ -48,6 +48,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5ebb90fdab6b56d166e3d73a:aoa:abyss-stack:anchor:ac458aba3dca606b3be474d1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ac458aba3dca606b3be474d1","label":"summarize_payload","locator":{"end_column":19,"end_line":252,"fragment":"","pointer":"","start_column":1,"start_line":224},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:launch.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:launch.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:launch.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:summarize_payload","target_ref":"python:payload.get"}],"parser_ref":"python-ast@1","qualified_name":"summarize_payload","semantic_key":"python:function:summarize_payload","source_id":"aoa:abyss-stack:artifact:5ebb90fdab6b56d166e3d73a","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5ec0472dd898f8116b7cd103:aoa:abyss-stack:anchor:a1e393e64e7ba667bdcd8755","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a1e393e64e7ba667bdcd8755","label":"Source surfaces","locator":{"end_column":18,"end_line":69,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":69},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:5ec0472dd898f8116b7cd103","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:feb4097c33f96a9132ec14ce","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:feb4097c33f96a9132ec14ce","label":"_validate_target_refs","locator":{"end_column":14,"end_line":792,"fragment":"","pointer":"","start_column":1,"start_line":779},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_target_refs","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_target_refs","target_ref":"python:_is_valid_git_ref"}],"parser_ref":"python-ast@1","qualified_name":"_validate_target_refs","semantic_key":"python:function:_validate_target_refs","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:8a1df053d7ba5050c3ea43be","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8a1df053d7ba5050c3ea43be","label":"write_source","locator":{"end_column":48,"end_line":73,"fragment":"","pointer":"","start_column":5,"start_line":70},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.write_source","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.write_source","target_ref":"python:path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.write_source","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.write_source","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:94820a172e1aaa4f7e2ee5e9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:94820a172e1aaa4f7e2ee5e9","label":"test_executable_lifecycle_operations_are_bounded_and_recoverable","locator":{"end_column":66,"end_line":2364,"fragment":"","pointer":"","start_column":5,"start_line":2289},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.historical_trust_cli_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.candidate_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_executable_lifecycle_operations_are_bounded_and_recoverable","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6792a9887f22b937aa291a1d:aoa:abyss-stack:anchor:635ce6ce64d4a803343a29b2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:635ce6ce64d4a803343a29b2","label":"registry_mutation_authorized","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/registry_mutation_authorized","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/registry_mutation_authorized","source_id":"aoa:abyss-stack:artifact:6792a9887f22b937aa291a1d","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6792a9887f22b937aa291a1d:aoa:abyss-stack:anchor:a4f31b40a822ef7db371676c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a4f31b40a822ef7db371676c","label":"admission_asserted","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/admission_asserted","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/admission_asserted","source_id":"aoa:abyss-stack:artifact:6792a9887f22b937aa291a1d","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:69a5dc57095a5041045b42e0:aoa:abyss-stack:anchor:81ecf63ab47350d5dbc59415","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:81ecf63ab47350d5dbc59415","label":"surfaces","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/surfaces","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/surfaces","source_id":"aoa:abyss-stack:artifact:69a5dc57095a5041045b42e0","symbol_kind":"json_key"}
@@ -79,6 +81,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:982c444c1c8cc50bf7fe6689:aoa:abyss-stack:anchor:6506ddcb607c264c8c31a04b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6506ddcb607c264c8c31a04b","label":"Exposure and storage","locator":{"end_column":23,"end_line":156,"fragment":"exposure-and-storage","pointer":"","start_column":1,"start_line":156},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:exposure-and-storage","source_id":"aoa:abyss-stack:artifact:982c444c1c8cc50bf7fe6689","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:982c444c1c8cc50bf7fe6689:aoa:abyss-stack:anchor:fbb2eda6141be8c82ecdba10","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:fbb2eda6141be8c82ecdba10","label":"Human and machine fields","locator":{"end_column":27,"end_line":73,"fragment":"human-and-machine-fields","pointer":"","start_column":1,"start_line":73},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:human-and-machine-fields","source_id":"aoa:abyss-stack:artifact:982c444c1c8cc50bf7fe6689","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a09102d1f2512ee158e894fa:aoa:abyss-stack:anchor:78714b5c2271e6530157a4ae","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:78714b5c2271e6530157a4ae","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:a09102d1f2512ee158e894fa","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:95afddef58bbe0d226f5efe4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:95afddef58bbe0d226f5efe4","label":"references","locator":{"end_column":10,"end_line":7336,"fragment":"","pointer":"","start_column":5,"start_line":7293},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:_BoundedQueryRows"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:_state_files"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:rows.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:self._query_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:self._query_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:self._query_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.references","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.references","semantic_key":"python:method:LiveCodeIntelligenceRuntime.references","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c:aoa:abyss-stack:anchor:6288b8292fcb0399433352c3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6288b8292fcb0399433352c3","label":"load_json","locator":{"end_column":19,"end_line":33,"fragment":"","pointer":"","start_column":1,"start_line":29},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"load_json","semantic_key":"python:function:load_json","source_id":"aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4ae041e697e7cd8faf8f30a:aoa:abyss-stack:anchor:e0e55ca7cd6c40b60874519d","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e0e55ca7cd6c40b60874519d","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:a4ae041e697e7cd8faf8f30a","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29:aoa:abyss-stack:anchor:9e339f103f375ba80271e126","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9e339f103f375ba80271e126","label":"3. Inference layer","locator":{"end_column":22,"end_line":44,"fragment":"3-inference-layer","pointer":"","start_column":1,"start_line":44},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:3-inference-layer","source_id":"aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/45.jsonl b/kag/indexes/shards/anchor/45.jsonl
index 6dc91f710d..a3c026ae2f 100644
--- a/kag/indexes/shards/anchor/45.jsonl
+++ b/kag/indexes/shards/anchor/45.jsonl
@@ -40,7 +40,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4:aoa:abyss-stack:anchor:35e4cb31f9e798600933c1a5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:35e4cb31f9e798600933c1a5","label":"receipt_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/receipt_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/receipt_id","source_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:631cf4e987490ff73e6d49f6:aoa:abyss-stack:anchor:979689cff8e3099c59d8a825","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:979689cff8e3099c59d8a825","label":"main","locator":{"end_column":61,"end_line":76,"fragment":"","pointer":"","start_column":1,"start_line":59},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_emit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.answer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.query_graph"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.read_resource"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.source_route"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.status"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:631cf4e987490ff73e6d49f6","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:635db6eb77f87b89cc3c85a2:aoa:abyss-stack:anchor:e2895e3d8bdccdac6ad797e0","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:e2895e3d8bdccdac6ad797e0","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:635db6eb77f87b89cc3c85a2","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:ee54ba8c932f70ca3f3ada89","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ee54ba8c932f70ca3f3ada89","label":"test_persisted_authenticated_summary_must_match_capture","locator":{"end_column":67,"end_line":2758,"fragment":"","pointer":"","start_column":5,"start_line":2741},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:runtime.current_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_persisted_authenticated_summary_must_match_capture","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:697386c8937babe0424a6f20:aoa:abyss-stack:anchor:9f110637799828044e313fd7","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:9f110637799828044e313fd7","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:697386c8937babe0424a6f20","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:a6b1856c8cc3a4b53c658f1c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a6b1856c8cc3a4b53c658f1c","label":"external_effects_claimed","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/external_effects_claimed","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/external_effects_claimed","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:a2bee4b5a59a30cdd52b8665","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a2bee4b5a59a30cdd52b8665","label":"_sha256_bytes","locator":{"end_column":57,"end_line":124,"fragment":"","pointer":"","start_column":1,"start_line":123},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_bytes","target_ref":"python:hashlib.sha256"}],"parser_ref":"python-ast@1","qualified_name":"_sha256_bytes","semantic_key":"python:function:_sha256_bytes","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c:aoa:abyss-stack:anchor:81bdcc55c40729b1510d99e6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:81bdcc55c40729b1510d99e6","label":"_strip_archive_root","locator":{"end_column":45,"end_line":474,"fragment":"","pointer":"","start_column":1,"start_line":472},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_strip_archive_root","target_ref":"python:PurePosixPath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_strip_archive_root","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_strip_archive_root","semantic_key":"python:function:_strip_archive_root","source_id":"aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7373b3e66cb485b4d9df2387:aoa:abyss-stack:anchor:53b798408df708f9736836a9","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:53b798408df708f9736836a9","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:7373b3e66cb485b4d9df2387","symbol_kind":"json_key"}
@@ -58,6 +60,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:49e455d13ca2ff750b75b7f1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:49e455d13ca2ff750b75b7f1","label":"load_scenario","locator":{"end_column":10,"end_line":2573,"fragment":"","pointer":"","start_column":5,"start_line":2550},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.load_scenario","semantic_key":"python:method:build_graph.load_scenario","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9009b25ea742d655aeb93a1d:aoa:abyss-stack:anchor:143b5979c0a990e2f706b95f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:143b5979c0a990e2f706b95f","label":"Rationale","locator":{"end_column":12,"end_line":58,"fragment":"rationale","pointer":"","start_column":1,"start_line":58},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:9009b25ea742d655aeb93a1d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:def4f08e6dbac609618a8499","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:def4f08e6dbac609618a8499","label":"LLAMA_ARG_KV_OFFLOAD","locator":{"end_column":31,"end_line":41,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_KV_OFFLOAD","start_column":7,"start_line":41},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_KV_OFFLOAD","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:73658a4b777df05936c542d6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:73658a4b777df05936c542d6","label":"_machine_binding_stable_projection","locator":{"end_column":22,"end_line":710,"fragment":"","pointer":"","start_column":1,"start_line":695},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_binding_stable_projection","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_binding_stable_projection","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_binding_stable_projection","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_binding_stable_projection","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_binding_stable_projection","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_binding_stable_projection","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_binding_stable_projection","target_ref":"python:projection.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_binding_stable_projection","target_ref":"python:projection.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_binding_stable_projection","target_ref":"python:runtime_binding.pop"}],"parser_ref":"python-ast@1","qualified_name":"_machine_binding_stable_projection","semantic_key":"python:function:_machine_binding_stable_projection","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:9fe08422d03ba27d77e0cac5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9fe08422d03ba27d77e0cac5","label":"dequeue","locator":{"end_column":23,"end_line":2562,"fragment":"","pointer":"","start_column":5,"start_line":2556},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkQueue.dequeue","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkQueue.dequeue","target_ref":"python:self._items.popleft"}],"parser_ref":"python-ast@1","qualified_name":"_ProviderWorkQueue.dequeue","semantic_key":"python:method:_ProviderWorkQueue.dequeue","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:c69937e860941966f48d5cac","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c69937e860941966f48d5cac","label":"_machine_evidence_summary","locator":{"end_column":10,"end_line":4354,"fragment":"","pointer":"","start_column":5,"start_line":4318},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_evidence_summary","target_ref":"python:list"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._machine_evidence_summary","semantic_key":"python:method:LiveCodeIntelligenceRuntime._machine_evidence_summary","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:1ebb398595c04ee860d7161c","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:1ebb398595c04ee860d7161c","label":"ABYSS-STACK-D-0066 AoA Decisions MCP Access Plane","locator":{"end_column":111,"end_line":435,"fragment":"","pointer":"","start_column":3,"start_line":435},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:generatedread-model","target_ref":"../ABYSS-STACK-D-0066-aoa-decisions-mcp-access-plane.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:435:3:0:../ABYSS-STACK-D-0066-aoa-decisions-mcp-access-plane.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:670ed46a3121d417c715449c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:670ed46a3121d417c715449c","label":"governance route","locator":{"end_column":19,"end_line":439,"fragment":"governance-route","pointer":"","start_column":1,"start_line":439},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:governance-route","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:afd7f267f1d8f19ca166087b:aoa:abyss-stack:anchor:a99cde61de4b939bf96a8acf","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a99cde61de4b939bf96a8acf","label":"cpus","locator":{"end_column":13,"end_line":20,"fragment":"","pointer":"/services/tts-router/cpus","start_column":5,"start_line":20},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/tts-router/cpus","source_id":"aoa:abyss-stack:artifact:afd7f267f1d8f19ca166087b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/46.jsonl b/kag/indexes/shards/anchor/46.jsonl
index 5f89ffb4c6..907fb2f421 100644
--- a/kag/indexes/shards/anchor/46.jsonl
+++ b/kag/indexes/shards/anchor/46.jsonl
@@ -75,6 +75,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8e69b96179bd10fef061bf6f:aoa:abyss-stack:anchor:a0c385c52fe2fe0002545cc5","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:a0c385c52fe2fe0002545cc5","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:8e69b96179bd10fef061bf6f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:909da5084533a70b9409f845:aoa:abyss-stack:anchor:4d3c60a32f00334ccc6c00a0","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:4d3c60a32f00334ccc6c00a0","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:909da5084533a70b9409f845","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9840f3af69e7348061720de2:aoa:abyss-stack:anchor:03d79b73a35ceb84072a570f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:03d79b73a35ceb84072a570f","label":"Inference Pilot Compatibility Gates","locator":{"end_column":37,"end_line":1,"fragment":"inference-pilot-compatibility-gates","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:inference-pilot-compatibility-gates","source_id":"aoa:abyss-stack:artifact:9840f3af69e7348061720de2","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:3a8d7557b5722557f3bf5a62","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3a8d7557b5722557f3bf5a62","label":"_anchor","locator":{"end_column":6,"end_line":1713,"fragment":"","pointer":"","start_column":1,"start_line":1709},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_anchor","semantic_key":"python:function:_anchor","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a47d71b9cbd98a3e1e661c6a:aoa:abyss-stack:anchor:2f4a38a838686f948266bd00","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2f4a38a838686f948266bd00","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:a47d71b9cbd98a3e1e661c6a","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:910659d58d401cbe002b38ab","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:910659d58d401cbe002b38ab","label":"schema_version","locator":{"end_column":29,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/schema_version","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:78c9821a27232ff572a04c10","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:78c9821a27232ff572a04c10","label":"machine evidence","locator":{"end_column":19,"end_line":145,"fragment":"machine-evidence","pointer":"","start_column":1,"start_line":145},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:machine-evidence","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/48.jsonl b/kag/indexes/shards/anchor/48.jsonl
index 4f10499477..1be9ae0fd7 100644
--- a/kag/indexes/shards/anchor/48.jsonl
+++ b/kag/indexes/shards/anchor/48.jsonl
@@ -4,7 +4,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03d8a1cd545727ba3d366f97:aoa:abyss-stack:anchor:1301cf748648063f9b4d1454","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1301cf748648063f9b4d1454","label":"manifest_graph_iri","locator":{"end_column":47,"end_line":143,"fragment":"","pointer":"","start_column":1,"start_line":142},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"manifest_graph_iri","semantic_key":"python:function:manifest_graph_iri","source_id":"aoa:abyss-stack:artifact:03d8a1cd545727ba3d366f97","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:049aa91da24a30f6073508fb:aoa:abyss-stack:anchor:e8acd34bd25a8bb7715f96c4","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e8acd34bd25a8bb7715f96c4","label":"HF_HUB_DISABLE_TELEMETRY","locator":{"end_column":35,"end_line":25,"fragment":"","pointer":"/services/rerank-api/environment/HF_HUB_DISABLE_TELEMETRY","start_column":7,"start_line":25},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/rerank-api/environment/HF_HUB_DISABLE_TELEMETRY","source_id":"aoa:abyss-stack:artifact:049aa91da24a30f6073508fb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:064505ff57f8ab300d932d4b:aoa:abyss-stack:anchor:5b067309b37895afcb0e44d6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5b067309b37895afcb0e44d6","label":"test_validate_edit_spec_candidate_rejects_non_applicable_change","locator":{"end_column":14,"end_line":350,"fragment":"","pointer":"","start_column":5,"start_line":339},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_validate_edit_spec_candidate_rejects_non_applicable_change","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_validate_edit_spec_candidate_rejects_non_applicable_change","target_ref":"python:self.module.validate_edit_spec_candidate"}],"parser_ref":"python-ast@1","qualified_name":"GovernedRunnerEditSpecTests.test_validate_edit_spec_candidate_rejects_non_applicable_change","semantic_key":"python:method:GovernedRunnerEditSpecTests.test_validate_edit_spec_candidate_rejects_non_applicable_change","source_id":"aoa:abyss-stack:artifact:064505ff57f8ab300d932d4b","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:d9f439dd964161a6b3161ec6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d9f439dd964161a6b3161ec6","label":"[0.2.0] - 2026-04-10","locator":{"end_column":23,"end_line":1542,"fragment":"020-2026-04-10","pointer":"","start_column":1,"start_line":1542},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:020-2026-04-10","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:d9f439dd964161a6b3161ec6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d9f439dd964161a6b3161ec6","label":"[0.2.0] - 2026-04-10","locator":{"end_column":23,"end_line":1546,"fragment":"020-2026-04-10","pointer":"","start_column":1,"start_line":1546},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:020-2026-04-10","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:070046d3ac1483cac58e8963:aoa:abyss-stack:anchor:e0528f588dfa42d74e2948cb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e0528f588dfa42d74e2948cb","label":"release_command_sequence","locator":{"end_column":62,"end_line":21,"fragment":"","pointer":"","start_column":1,"start_line":20},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:release_command_sequence","target_ref":"python:validation_lanes.command_sequence"}],"parser_ref":"python-ast@1","qualified_name":"release_command_sequence","semantic_key":"python:function:release_command_sequence","source_id":"aoa:abyss-stack:artifact:070046d3ac1483cac58e8963","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:073dd6d37ba43a279a298d4a:aoa:abyss-stack:anchor:a44798a2af097d8db40b53b7","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a44798a2af097d8db40b53b7","label":"start_period","locator":{"end_column":22,"end_line":31,"fragment":"","pointer":"/services/langchain-api-llamacpp/healthcheck/start_period","start_column":7,"start_line":31},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api-llamacpp/healthcheck/start_period","source_id":"aoa:abyss-stack:artifact:073dd6d37ba43a279a298d4a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1:aoa:abyss-stack:anchor:0c37c71f06a3e65427694e99","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0c37c71f06a3e65427694e99","label":"test_policy_identity_binds_bearer_scope_resource_and_issuer","locator":{"end_column":55,"end_line":450,"fragment":"","pointer":"","start_column":1,"start_line":420},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_identity_binds_bearer_scope_resource_and_issuer","target_ref":"python:AccessToken"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_identity_binds_bearer_scope_resource_and_issuer","target_ref":"python:PolicyIdentity"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_identity_binds_bearer_scope_resource_and_issuer","target_ref":"python:_policy_identity"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_identity_binds_bearer_scope_resource_and_issuer","target_ref":"python:_policy_identity"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_identity_binds_bearer_scope_resource_and_issuer","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_identity_binds_bearer_scope_resource_and_issuer","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_identity_binds_bearer_scope_resource_and_issuer","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_identity_binds_bearer_scope_resource_and_issuer","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_identity_binds_bearer_scope_resource_and_issuer","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_policy_identity_binds_bearer_scope_resource_and_issuer","target_ref":"python:token.model_copy"}],"parser_ref":"python-ast@1","qualified_name":"test_policy_identity_binds_bearer_scope_resource_and_issuer","semantic_key":"python:function:test_policy_identity_binds_bearer_scope_resource_and_issuer","source_id":"aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1","symbol_kind":"function"}
@@ -42,6 +42,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:12ea12d7b279ac491e83b3b9","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:12ea12d7b279ac491e83b3b9","label":"note","locator":{"end_column":132,"end_line":33,"fragment":"","pointer":"/anchor_ref/note","start_column":3,"start_line":33},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/anchor_ref/note","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb:aoa:abyss-stack:anchor:b62c93fc04eb80c7680e1a64","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b62c93fc04eb80c7680e1a64","label":"build_type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/build_type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/build_type","source_id":"aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:f98ea794075db3833aff08b6","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:f98ea794075db3833aff08b6","label":"HF_XET_CACHE","locator":{"end_column":33,"end_line":26,"fragment":"","pointer":"/services/babelvox-tts/environment/HF_XET_CACHE","start_column":7,"start_line":26},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/environment/HF_XET_CACHE","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:ec73e6a56daa8076c86257f5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ec73e6a56daa8076c86257f5","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:69dc0fdecc8dfd77cec5a098:aoa:abyss-stack:anchor:7e2f2c9a2b4499e2459b2ca1","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7e2f2c9a2b4499e2459b2ca1","label":"Boundaries","locator":{"end_column":13,"end_line":122,"fragment":"boundaries","pointer":"","start_column":1,"start_line":122},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:boundaries","source_id":"aoa:abyss-stack:artifact:69dc0fdecc8dfd77cec5a098","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:d418dbbe6a7c01a82f441305","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d418dbbe6a7c01a82f441305","label":"_is_sha256_digest","locator":{"end_column":6,"end_line":133,"fragment":"","pointer":"","start_column":1,"start_line":127},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_digest","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_digest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_digest","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_digest","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_digest","target_ref":"python:value.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_is_sha256_digest","semantic_key":"python:function:_is_sha256_digest","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7143893fdfbba453b2b6d91a:aoa:abyss-stack:anchor:2d13f5758eaf8d70a7166559","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2d13f5758eaf8d70a7166559","label":"2026-05-07 - Initial package landing","locator":{"end_column":39,"end_line":3,"fragment":"2026-05-07-initial-package-landing","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-05-07-initial-package-landing","source_id":"aoa:abyss-stack:artifact:7143893fdfbba453b2b6d91a","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/49.jsonl b/kag/indexes/shards/anchor/49.jsonl
index 1cebfd2169..7bd7252240 100644
--- a/kag/indexes/shards/anchor/49.jsonl
+++ b/kag/indexes/shards/anchor/49.jsonl
@@ -61,6 +61,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:99fe967ed4d325ad23ad4c3f:aoa:abyss-stack:anchor:b2d910f7e6ded45f438e87f6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b2d910f7e6ded45f438e87f6","label":"Inference Pilots Trial Raw Legacy","locator":{"end_column":35,"end_line":1,"fragment":"inference-pilots-trial-raw-legacy","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:inference-pilots-trial-raw-legacy","source_id":"aoa:abyss-stack:artifact:99fe967ed4d325ad23ad4c3f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d6ba2dce4f4bfa9cc389748:aoa:abyss-stack:anchor:db430d7689f8ba7f1fe5b7f4","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:db430d7689f8ba7f1fe5b7f4","label":"thresholds","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/thresholds","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/thresholds","source_id":"aoa:abyss-stack:artifact:9d6ba2dce4f4bfa9cc389748","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f:aoa:abyss-stack:anchor:8661eb501dbaa61072653d7b","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:8661eb501dbaa61072653d7b","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:1ca05fc8bd818e5d8d0d8996","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1ca05fc8bd818e5d8d0d8996","label":"_persisted_invalidation_matches_source","locator":{"end_column":25,"end_line":6181,"fragment":"","pointer":"","start_column":5,"start_line":6123},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:_state_files"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:predecessor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:predecessor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:self._expected_invalidation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:self._read_historical_trust_records"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:self._scan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:self._source_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:self._source_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:self._state_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:self._transition_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:self._transition_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:self._trusted_transition_digests.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:self._trusted_transition_digests.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","semantic_key":"python:method:LiveCodeIntelligenceRuntime._persisted_invalidation_matches_source","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:4169e72b67c813ffac16a3ca","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4169e72b67c813ffac16a3ca","label":"_ProviderWorkItem","locator":{"end_column":32,"end_line":2530,"fragment":"","pointer":"","start_column":1,"start_line":2526},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkItem","target_ref":"python:dataclass"}],"parser_ref":"python-ast@1","qualified_name":"_ProviderWorkItem","semantic_key":"python:class:_ProviderWorkItem","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"class"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:ff210157dc76637a40cfe57a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ff210157dc76637a40cfe57a","label":"LiveCodeIntelligenceError","locator":{"end_column":76,"end_line":215,"fragment":"","pointer":"","start_column":1,"start_line":214},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceError","semantic_key":"python:class:LiveCodeIntelligenceError","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a317ae219ef8a1c7391032f6:aoa:abyss-stack:anchor:96fe461dda1708f4b4b87bf2","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:96fe461dda1708f4b4b87bf2","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a317ae219ef8a1c7391032f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576:aoa:abyss-stack:anchor:4c8a562574e5836dec14eb48","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4c8a562574e5836dec14eb48","label":"`doctor`","locator":{"end_column":12,"end_line":102,"fragment":"doctor","pointer":"","start_column":1,"start_line":102},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:doctor","source_id":"aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a64882e851006f33f172bdd0:aoa:abyss-stack:anchor:d2b632be8b758d508209dc48","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d2b632be8b758d508209dc48","label":"Rationale","locator":{"end_column":12,"end_line":45,"fragment":"rationale","pointer":"","start_column":1,"start_line":45},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:a64882e851006f33f172bdd0","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/4a.jsonl b/kag/indexes/shards/anchor/4a.jsonl
index d91b71f6e8..52b4d1d982 100644
--- a/kag/indexes/shards/anchor/4a.jsonl
+++ b/kag/indexes/shards/anchor/4a.jsonl
@@ -29,6 +29,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:618e7f3d88aaa8d5b0adade8:aoa:abyss-stack:anchor:0d5816dd2dc82c1c0b590f89","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0d5816dd2dc82c1c0b590f89","label":"Why this directory exists","locator":{"end_column":28,"end_line":227,"fragment":"why-this-directory-exists","pointer":"","start_column":1,"start_line":227},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:why-this-directory-exists","source_id":"aoa:abyss-stack:artifact:618e7f3d88aaa8d5b0adade8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:09482499a68d74b1133a6cd1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:09482499a68d74b1133a6cd1","label":"_inspect_party_source","locator":{"end_column":6,"end_line":214,"fragment":"","pointer":"","start_column":1,"start_line":190},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:license_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:license_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:source.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:source.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:source.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:source.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:source.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_party_source","target_ref":"python:status.strip"}],"parser_ref":"python-ast@1","qualified_name":"_inspect_party_source","semantic_key":"python:function:_inspect_party_source","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:903798b0f590cdea3c40e616","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:903798b0f590cdea3c40e616","label":"build_kraken_party_runtime","locator":{"end_column":57,"end_line":799,"fragment":"","pointer":"","start_column":1,"start_line":508},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:DEFAULT_RUNTIME_ROOT.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:RUNTIME_OWNER_ROOT.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_installed_versions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_party_offline_bridge_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_runtime_environment"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_runtime_environment"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_wrapper_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:acquisition_receipt_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:acquisition_target.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:artifact_set_sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:bridge_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:build_receipt_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:check.stdout.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:environment.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:install.stderr.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:install.stdout.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:inventory_runtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:model_load.stderr.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:model_load.stdout.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:model_target.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:model_target.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:model_target.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:party_bridge.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:party_bridge.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:party_bridge.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:party_bridge.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:party_help.stdout.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:python_command.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:python_command.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:receipt_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:runtime_environment.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:runtime_root.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:runtime_root.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:runtime_root.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:runtime_root.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:runtime_root.is_relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:runtime_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:shutil.copyfile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:shutil.copyfile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:shutil.copyfile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:shutil.copyfile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:shutil.copyfile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:verify_kraken_party_acquisition"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:verify_runtime_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:wrapper.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:wrapper.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:wrapper_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_kraken_party_runtime","target_ref":"python:zenodo_target.as_posix"}],"parser_ref":"python-ast@1","qualified_name":"build_kraken_party_runtime","semantic_key":"python:function:build_kraken_party_runtime","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:bc4c1da8fbe97e598aa632de","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:bc4c1da8fbe97e598aa632de","label":"direction","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/direction","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/direction","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324:aoa:abyss-stack:anchor:92f99af0dd70e97d20073ac7","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:92f99af0dd70e97d20073ac7","label":"timeout chaos","locator":{"end_column":17,"end_line":18,"fragment":"timeout-chaos","pointer":"","start_column":1,"start_line":18},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:timeout-chaos","source_id":"aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:f159e925351b015d8b403766","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f159e925351b015d8b403766","label":"_receive_json","locator":{"end_column":39,"end_line":781,"fragment":"","pointer":"","start_column":5,"start_line":731},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:fragments.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:fragments.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:fragments.clear"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:self._handle_unrelated_message"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:self._handle_unrelated_message"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:self._recv_frame"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:self._send_frame"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._receive_json","target_ref":"python:value.get"}],"parser_ref":"python-ast@1","qualified_name":"UnixWebSocketRpc._receive_json","semantic_key":"python:method:UnixWebSocketRpc._receive_json","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:c3ae5e6a3bb906113c5ccec3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c3ae5e6a3bb906113c5ccec3","label":"_load_profile_descriptor","locator":{"end_column":23,"end_line":354,"fragment":"","pointer":"","start_column":5,"start_line":336},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_profile_descriptor","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_profile_descriptor","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_profile_descriptor","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_profile_descriptor","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_profile_descriptor","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_profile_descriptor","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_profile_descriptor","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_profile_descriptor","target_ref":"python:self.profile_path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._load_profile_descriptor","semantic_key":"python:method:AgentOSRuntimeBridge._load_profile_descriptor","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/4b.jsonl b/kag/indexes/shards/anchor/4b.jsonl
index 40b527c07a..93232e4d2d 100644
--- a/kag/indexes/shards/anchor/4b.jsonl
+++ b/kag/indexes/shards/anchor/4b.jsonl
@@ -39,6 +39,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5cd3df65ec2e60f4eda3208c:aoa:abyss-stack:anchor:d7e878a11e251cc0d448ab60","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d7e878a11e251cc0d448ab60","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:5cd3df65ec2e60f4eda3208c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4:aoa:abyss-stack:anchor:0d02d749b2af111c73f3ed84","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0d02d749b2af111c73f3ed84","label":"trigger_binding","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/trigger_binding","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/trigger_binding","source_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:63a4a7b97a68531805fad4ab:aoa:abyss-stack:anchor:740f226666f5c6a2ed5afe65","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:740f226666f5c6a2ed5afe65","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:63a4a7b97a68531805fad4ab","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:6aba0ab9f9e349a27fc22b97","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6aba0ab9f9e349a27fc22b97","label":"test_managed_lsp_session_rejects_non_stdio_transport","locator":{"end_column":14,"end_line":1426,"fragment":"","pointer":"","start_column":5,"start_line":1402},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_rejects_non_stdio_transport","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:14b105b8fd6718c2985849ea","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:14b105b8fd6718c2985849ea","label":"risk","locator":{"end_column":20,"end_line":14,"fragment":"","pointer":"/risk","start_column":1,"start_line":14},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/risk","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:9ec12288535d64455d117ba3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9ec12288535d64455d117ba3","label":"_discovery_candidates","locator":{"end_column":22,"end_line":431,"fragment":"","pointer":"","start_column":1,"start_line":408},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:Path.home"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:_socket_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:_socket_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:candidates.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:candidates.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:candidates.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:candidates.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:candidates.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:candidates.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:candidates.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_discovery_candidates","target_ref":"python:os.environ.get"}],"parser_ref":"python-ast@1","qualified_name":"_discovery_candidates","semantic_key":"python:function:_discovery_candidates","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:703502d24547a9161f302adc:aoa:abyss-stack:anchor:6b0a341bc48da80904bf19a4","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:6b0a341bc48da80904bf19a4","label":"delivery_state","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/delivery_state","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/delivery_state","source_id":"aoa:abyss-stack:artifact:703502d24547a9161f302adc","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/4c.jsonl b/kag/indexes/shards/anchor/4c.jsonl
index aa33159ed8..569638a29b 100644
--- a/kag/indexes/shards/anchor/4c.jsonl
+++ b/kag/indexes/shards/anchor/4c.jsonl
@@ -44,6 +44,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:b203872c10ed88dbd61ab1bd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b203872c10ed88dbd61ab1bd","label":"artifact trust/source-runtime boundary","locator":{"end_column":41,"end_line":219,"fragment":"artifact-trustsource-runtime-boundary","pointer":"","start_column":1,"start_line":219},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:artifact-trustsource-runtime-boundary","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:e527c02b83e8e700477d1f48","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:e527c02b83e8e700477d1f48","label":"ABYSS-STACK-D-0067 Decision Surface Coverage Registry","locator":{"end_column":119,"end_line":1040,"fragment":"","pointer":"","start_column":3,"start_line":1040},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:source-freshness","target_ref":"../ABYSS-STACK-D-0067-decision-surface-coverage-registry.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:1040:3:0:../ABYSS-STACK-D-0067-decision-surface-coverage-registry.md","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb:aoa:abyss-stack:anchor:be5a7d56214bf8bc92952c99","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:be5a7d56214bf8bc92952c99","label":"fake_run","locator":{"end_column":81,"end_line":126,"fragment":"","pointer":"","start_column":9,"start_line":124},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_admission_lease_is_runtime_only_and_released.fake_run","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_admission_lease_is_runtime_only_and_released.fake_run","target_ref":"python:subprocess.CompletedProcess"}],"parser_ref":"python-ast@1","qualified_name":"OvmsLifecycleTests.test_admission_lease_is_runtime_only_and_released.fake_run","semantic_key":"python:method:OvmsLifecycleTests.test_admission_lease_is_runtime_only_and_released.fake_run","source_id":"aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:974e14a60ea87b1591063db6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:974e14a60ea87b1591063db6","label":"execute","locator":{"end_column":10,"end_line":7243,"fragment":"","pointer":"","start_column":5,"start_line":7217},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:self.canary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:self.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:self.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:self.last_good"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:self.references"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:self.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:self.restart"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:self.rollback"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.execute","target_ref":"python:self.status"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.execute","semantic_key":"python:method:LiveCodeIntelligenceRuntime.execute","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da:aoa:abyss-stack:anchor:4399e077bb62afa48f72c6d7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4399e077bb62afa48f72c6d7","label":"test_relay_fragment_and_schema_are_source_valid","locator":{"end_column":6,"end_line":136,"fragment":"","pointer":"","start_column":1,"start_line":120},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fragment_and_schema_are_source_valid","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fragment_and_schema_are_source_valid","target_ref":"python:Draft202012Validator.check_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fragment_and_schema_are_source_valid","target_ref":"python:FRAGMENT_PATH.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fragment_and_schema_are_source_valid","target_ref":"python:SCHEMA_PATH.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fragment_and_schema_are_source_valid","target_ref":"python:base"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fragment_and_schema_are_source_valid","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fragment_and_schema_are_source_valid","target_ref":"python:json.loads"}],"parser_ref":"python-ast@1","qualified_name":"test_relay_fragment_and_schema_are_source_valid","semantic_key":"python:function:test_relay_fragment_and_schema_are_source_valid","source_id":"aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a230aff3e3d3508b0fc5ed05:aoa:abyss-stack:anchor:47476d9598cd384d74eaf6f3","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:47476d9598cd384d74eaf6f3","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a230aff3e3d3508b0fc5ed05","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a317ae219ef8a1c7391032f6:aoa:abyss-stack:anchor:aed488ae851a77d2fce1d7d0","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:aed488ae851a77d2fce1d7d0","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:a317ae219ef8a1c7391032f6","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/4e.jsonl b/kag/indexes/shards/anchor/4e.jsonl
index 652b6a279c..2d4139e76e 100644
--- a/kag/indexes/shards/anchor/4e.jsonl
+++ b/kag/indexes/shards/anchor/4e.jsonl
@@ -50,6 +50,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:d2c1a30d7c31e765604b07cd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d2c1a30d7c31e765604b07cd","label":"_md5_file","locator":{"end_column":30,"end_line":100,"fragment":"","pointer":"","start_column":1,"start_line":95},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_md5_file","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_md5_file","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_md5_file","target_ref":"python:handle.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_md5_file","target_ref":"python:hashlib.md5"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_md5_file","target_ref":"python:iter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_md5_file","target_ref":"python:path.open"}],"parser_ref":"python-ast@1","qualified_name":"_md5_file","semantic_key":"python:function:_md5_file","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a295f5e899eff98ab721e6e:aoa:abyss-stack:anchor:5efdbd7104de7fd26191d90c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5efdbd7104de7fd26191d90c","label":"Options considered","locator":{"end_column":21,"end_line":29,"fragment":"options-considered","pointer":"","start_column":1,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:6a295f5e899eff98ab721e6e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b623d738010f930bf73db8a:aoa:abyss-stack:anchor:ed3509d93f6ceb2405f7bdb9","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ed3509d93f6ceb2405f7bdb9","label":"summary","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/summary","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/summary","source_id":"aoa:abyss-stack:artifact:6b623d738010f930bf73db8a","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:5c8e679839e1438b27f84d94","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5c8e679839e1438b27f84d94","label":"decision","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/decision","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/decision","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:9f970a7dc6b8471e02159dea","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9f970a7dc6b8471e02159dea","label":"_validate_handoff_owner","locator":{"end_column":92,"end_line":2234,"fragment":"","pointer":"","start_column":1,"start_line":2221},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_handoff_owner","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_handoff_owner","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_handoff_owner","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_handoff_owner","target_ref":"python:_owner_binding_projection"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_handoff_owner","target_ref":"python:_owner_binding_projection"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_handoff_owner","target_ref":"python:handoff.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_handoff_owner","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_handoff_owner","target_ref":"python:validate_return_owner"}],"parser_ref":"python-ast@1","qualified_name":"_validate_handoff_owner","semantic_key":"python:function:_validate_handoff_owner","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:701c9a47efe1e4efa94b02a6:aoa:abyss-stack:anchor:dacb49498037e92a120c9986","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dacb49498037e92a120c9986","label":"test_warns_when_machine_records_are_stale_or_mismatched","locator":{"end_column":93,"end_line":271,"fragment":"","pointer":"","start_column":5,"start_line":240},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:build_fake_bin"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:build_stack_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:run_doctor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:write_machine_bridge_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","target_ref":"python:write_machine_fit_record"}],"parser_ref":"python-ast@1","qualified_name":"AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","semantic_key":"python:method:AoaDoctorTests.test_warns_when_machine_records_are_stale_or_mismatched","source_id":"aoa:abyss-stack:artifact:701c9a47efe1e4efa94b02a6","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:74e503a869912eb60709e27a:aoa:abyss-stack:anchor:d10707702e1bdf5a0d871044","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d10707702e1bdf5a0d871044","label":"result","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/result","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/result","source_id":"aoa:abyss-stack:artifact:74e503a869912eb60709e27a","symbol_kind":"json_key"}
@@ -72,6 +73,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9:aoa:abyss-stack:anchor:5db08f17e23eda9863ace86c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5db08f17e23eda9863ace86c","label":"release","locator":{"end_column":90,"end_line":123,"fragment":"","pointer":"","start_column":1,"start_line":112},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:release","target_ref":"python:AdmissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:release","target_ref":"python:admission_request"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:release","target_ref":"python:response.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:release","target_ref":"python:response.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:release","target_ref":"python:response.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:release","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"release","semantic_key":"python:function:release","source_id":"aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f:aoa:abyss-stack:anchor:1f734cf00a85c4c433610e94","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1f734cf00a85c4c433610e94","label":"canonical_quality","locator":{"end_column":6,"end_line":211,"fragment":"","pointer":"","start_column":1,"start_line":156},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_quality","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"canonical_quality","semantic_key":"python:function:canonical_quality","source_id":"aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fe6aa68a866d4565732dc8e:aoa:abyss-stack:anchor:74b979bd288142b93a26f311","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:74b979bd288142b93a26f311","label":"Owner Boundary","locator":{"end_column":17,"end_line":17,"fragment":"owner-boundary","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:owner-boundary","source_id":"aoa:abyss-stack:artifact:9fe6aa68a866d4565732dc8e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:95ddf3eea2ea0bf3d37eb824","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:95ddf3eea2ea0bf3d37eb824","label":"_state_identity_matches_config","locator":{"end_column":20,"end_line":6336,"fragment":"","pointer":"","start_column":5,"start_line":6237},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:files.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:lsp_sessions.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:lsp_sessions.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:lsp_sessions.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:observation_envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:observation_envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:observation_envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:observation_envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:observation_envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:self._current_machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:self._lifecycle_matches_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:self._lsp_session_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:self._observation_is_well_formed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:self._observation_lanes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:self._owner_review_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:self._persisted_machine_binding_is_well_formed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:self._persisted_state_is_well_formed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:self._provider_worker_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_identity_matches_config","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._state_identity_matches_config","semantic_key":"python:method:LiveCodeIntelligenceRuntime._state_identity_matches_config","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41:aoa:abyss-stack:anchor:07dc9cd4381c46283eac98b7","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:07dc9cd4381c46283eac98b7","label":"Dual-surface reporting","locator":{"end_column":25,"end_line":70,"fragment":"dual-surface-reporting","pointer":"","start_column":1,"start_line":70},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:dual-surface-reporting","source_id":"aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:6d1a91b060640b07274208bf","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6d1a91b060640b07274208bf","label":"runtime topology","locator":{"end_column":19,"end_line":33,"fragment":"runtime-topology","pointer":"","start_column":1,"start_line":33},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-topology","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:90cc8f79726f14803f76b311","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:90cc8f79726f14803f76b311","label":"artifact consumer admission","locator":{"end_column":30,"end_line":310,"fragment":"artifact-consumer-admission","pointer":"","start_column":1,"start_line":310},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:artifact-consumer-admission","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/4f.jsonl b/kag/indexes/shards/anchor/4f.jsonl
index 69caf2ede1..24184450e1 100644
--- a/kag/indexes/shards/anchor/4f.jsonl
+++ b/kag/indexes/shards/anchor/4f.jsonl
@@ -31,6 +31,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e:aoa:abyss-stack:anchor:a925d5985379dd1d694e110e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a925d5985379dd1d694e110e","label":"test_receipt_binding_must_match_top_level_holder_and_terminal","locator":{"end_column":71,"end_line":4720,"fragment":"","pointer":"","start_column":1,"start_line":4668},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_receipt_binding_must_match_top_level_holder_and_terminal","target_ref":"python:MODULE._proc_boot_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_receipt_binding_must_match_top_level_holder_and_terminal","target_ref":"python:MODULE._validate_receipt_binding_consistency"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_receipt_binding_must_match_top_level_holder_and_terminal","target_ref":"python:MODULE._validate_receipt_binding_consistency"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_receipt_binding_must_match_top_level_holder_and_terminal","target_ref":"python:MODULE._validate_receipt_binding_consistency"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_receipt_binding_must_match_top_level_holder_and_terminal","target_ref":"python:MODULE._validate_receipt_binding_consistency"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_receipt_binding_must_match_top_level_holder_and_terminal","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_receipt_binding_must_match_top_level_holder_and_terminal","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_receipt_binding_must_match_top_level_holder_and_terminal","target_ref":"python:pytest.raises"}],"parser_ref":"python-ast@1","qualified_name":"test_receipt_binding_must_match_top_level_holder_and_terminal","semantic_key":"python:function:test_receipt_binding_must_match_top_level_holder_and_terminal","source_id":"aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:56624838a55095e0c3a63162:aoa:abyss-stack:anchor:44ee4f784065712fb189b72b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:44ee4f784065712fb189b72b","label":"_sha256_file","locator":{"end_column":30,"end_line":96,"fragment":"","pointer":"","start_column":1,"start_line":88},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:iter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:path.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:stream.read"}],"parser_ref":"python-ast@1","qualified_name":"_sha256_file","semantic_key":"python:function:_sha256_file","source_id":"aoa:abyss-stack:artifact:56624838a55095e0c3a63162","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:639845f04d90e91ac6432080:aoa:abyss-stack:anchor:0a0ac518ff0a7c52963da004","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0a0ac518ff0a7c52963da004","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:639845f04d90e91ac6432080","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:35390005eb378e9d4583b91f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:35390005eb378e9d4583b91f","label":"test_lsp_namespace_launcher_ignores_caller_path","locator":{"end_column":61,"end_line":772,"fragment":"","pointer":"","start_column":5,"start_line":749},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:ManagedLspSession._launch_namespace_binary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:ManagedLspSession._launch_namespace_binary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:attacker.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:attacker.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:attacker.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:mock.patch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_namespace_launcher_ignores_caller_path","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a741b246e0ec3f6b7a2b705:aoa:abyss-stack:anchor:80500d605ecbcaf2160c9a28","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:80500d605ecbcaf2160c9a28","label":"Follow-up route","locator":{"end_column":18,"end_line":105,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":105},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:6a741b246e0ec3f6b7a2b705","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:76ea7ba7c2095dbd7518ec23:aoa:abyss-stack:anchor:08f4a945cc030ba74b8482cd","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:08f4a945cc030ba74b8482cd","label":"retry","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/retry","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/retry","source_id":"aoa:abyss-stack:artifact:76ea7ba7c2095dbd7518ec23","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:795992a5745bace0747ef607:aoa:abyss-stack:anchor:79602c6062c92b26d3154b55","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:79602c6062c92b26d3154b55","label":"section_records","locator":{"end_column":60,"end_line":1180,"fragment":"","pointer":"","start_column":5,"start_line":1179},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAEvalsMCPState.section_records","target_ref":"python:_list_from"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAEvalsMCPState.section_records","target_ref":"python:self._payload"}],"parser_ref":"python-ast@1","qualified_name":"AoAEvalsMCPState.section_records","semantic_key":"python:method:AoAEvalsMCPState.section_records","source_id":"aoa:abyss-stack:artifact:795992a5745bace0747ef607","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/50.jsonl b/kag/indexes/shards/anchor/50.jsonl
index 1fe94dac25..314b835d40 100644
--- a/kag/indexes/shards/anchor/50.jsonl
+++ b/kag/indexes/shards/anchor/50.jsonl
@@ -36,8 +36,10 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4:aoa:abyss-stack:anchor:9529ba5d92875d32da2ef187","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9529ba5d92875d32da2ef187","label":"_source_checkout_is_clean","locator":{"end_column":6,"end_line":88,"fragment":"","pointer":"","start_column":1,"start_line":82},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_checkout_is_clean","target_ref":"python:_git_output"}],"parser_ref":"python-ast@1","qualified_name":"_source_checkout_is_clean","semantic_key":"python:function:_source_checkout_is_clean","source_id":"aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66021d946f5d1d77cecd8949:aoa:abyss-stack:anchor:169fa465d304a893210671ac","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:169fa465d304a893210671ac","label":"2026-05-13 - Runtime kernels active distillation","locator":{"end_column":51,"end_line":12,"fragment":"2026-05-13-runtime-kernels-active-distillation","pointer":"","start_column":1,"start_line":12},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-05-13-runtime-kernels-active-distillation","source_id":"aoa:abyss-stack:artifact:66021d946f5d1d77cecd8949","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:b0a0b06a5a1a5f7d2888eb8c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b0a0b06a5a1a5f7d2888eb8c","label":"current_state","locator":{"end_column":10,"end_line":78,"fragment":"","pointer":"","start_column":5,"start_line":72},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.current_state","target_ref":"python:AbyssMachineMCPState.discover"}],"parser_ref":"python-ast@1","qualified_name":"build_server.current_state","semantic_key":"python:method:build_server.current_state","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:ce53281d0c7d253fe7628c1c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ce53281d0c7d253fe7628c1c","label":"test_lsp_open_document_rejects_unbound_buffer","locator":{"end_column":40,"end_line":1216,"fragment":"","pointer":"","start_column":5,"start_line":1183},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:document.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:document.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:document.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:document.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:document.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:document.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:notify.assert_called_once"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:session.open_document"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:session.open_document"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:session.open_document"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_open_document_rejects_unbound_buffer","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8:aoa:abyss-stack:anchor:2c2b4981808762b7a6205c17","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2c2b4981808762b7a6205c17","label":"canonical_digest","locator":{"end_column":59,"end_line":61,"fragment":"","pointer":"","start_column":1,"start_line":54},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_digest","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:canonical_digest","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"canonical_digest","semantic_key":"python:function:canonical_digest","source_id":"aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:69dc0fdecc8dfd77cec5a098:aoa:abyss-stack:anchor:2167c37fc93e31428dadaae2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2167c37fc93e31428dadaae2","label":"Follow-up route","locator":{"end_column":18,"end_line":114,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":114},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:69dc0fdecc8dfd77cec5a098","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:baf70ff4c602b045fca4c21e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:baf70ff4c602b045fca4c21e","label":"continuation_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/continuation_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/continuation_id","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324:aoa:abyss-stack:anchor:48ad3655bf7f47a9fd7301dc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:48ad3655bf7f47a9fd7301dc","label":"Wave-1 integration note","locator":{"end_column":26,"end_line":51,"fragment":"wave-1-integration-note","pointer":"","start_column":1,"start_line":51},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:wave-1-integration-note","source_id":"aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:703502d24547a9161f302adc:aoa:abyss-stack:anchor:27f081a244b82da6af65703c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:27f081a244b82da6af65703c","label":"recall_intent_ref","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/recall_intent_ref","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/recall_intent_ref","source_id":"aoa:abyss-stack:artifact:703502d24547a9161f302adc","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:76ea7ba7c2095dbd7518ec23:aoa:abyss-stack:anchor:7a842a9bcb05dc1fa9fe2333","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7a842a9bcb05dc1fa9fe2333","label":"delivery_target","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/delivery_target","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/delivery_target","source_id":"aoa:abyss-stack:artifact:76ea7ba7c2095dbd7518ec23","symbol_kind":"json_key"}
@@ -61,6 +63,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:97137214eb27b7b2f3b205a2:aoa:abyss-stack:anchor:5102b86d6889d8fda688a0e6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5102b86d6889d8fda688a0e6","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:97137214eb27b7b2f3b205a2","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:0c423c3c28aebcc56484f89e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0c423c3c28aebcc56484f89e","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:8398a285edf73be7eb4a7fe1","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:8398a285edf73be7eb4a7fe1","label":"job_name","locator":{"end_column":26,"end_line":19,"fragment":"","pointer":"/scrape_configs/2/job_name","start_column":3,"start_line":19},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs/2/job_name","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:3209f8c68be19700052bb6e7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3209f8c68be19700052bb6e7","label":"start","locator":{"end_column":22,"end_line":3767,"fragment":"","pointer":"","start_column":5,"start_line":3703},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:_lsp_launch_environment"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:os.getpid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:self._prepare_launch_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:self._process.poll"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:self._reader.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:self._remove_snapshot_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:self._terminate_process"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:self._terminate_process"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:self._validate_launch_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:self.notify"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:self.request"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:self.snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:subprocess.Popen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.start","target_ref":"python:threading.Thread"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession.start","semantic_key":"python:method:ManagedLspSession.start","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a686d58d792fb14b0a45e25b:aoa:abyss-stack:anchor:29c6c42fc70edd1cb16ac5b6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:29c6c42fc70edd1cb16ac5b6","label":"test_classify_guard_detects_stale_live_memory_limit","locator":{"end_column":10,"end_line":125,"fragment":"","pointer":"","start_column":5,"start_line":90},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_detects_stale_live_memory_limit","target_ref":"python:resource_guard_status.classify_guard"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_detects_stale_live_memory_limit","target_ref":"python:resource_guard_status.classify_guard"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_detects_stale_live_memory_limit","target_ref":"python:resource_guard_status.classify_guard"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_detects_stale_live_memory_limit","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_detects_stale_live_memory_limit","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_detects_stale_live_memory_limit","target_ref":"python:self.assertEqual"}],"parser_ref":"python-ast@1","qualified_name":"ResourceGuardStatusTests.test_classify_guard_detects_stale_live_memory_limit","semantic_key":"python:method:ResourceGuardStatusTests.test_classify_guard_detects_stale_live_memory_limit","source_id":"aoa:abyss-stack:artifact:a686d58d792fb14b0a45e25b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5:aoa:abyss-stack:anchor:8321d51642f821f742a50b69","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:8321d51642f821f742a50b69","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:af38219f896285f333827d7e:aoa:abyss-stack:anchor:c44cf87bd599e9c18e86d6d8","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:c44cf87bd599e9c18e86d6d8","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:af38219f896285f333827d7e","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/51.jsonl b/kag/indexes/shards/anchor/51.jsonl
index 2562770578..92cf4f270e 100644
--- a/kag/indexes/shards/anchor/51.jsonl
+++ b/kag/indexes/shards/anchor/51.jsonl
@@ -41,6 +41,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:6404d41a999fbf716f845c7a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6404d41a999fbf716f845c7a","label":"discover","locator":{"end_column":23,"end_line":696,"fragment":"","pointer":"","start_column":5,"start_line":549},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:canonical_capabilities.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:classes.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:defaultdict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:document_classes.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:exact.owner_records"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:exact.record_kinds"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:kind_counts.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:owners.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:owners.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:quote"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:quote"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:repo_packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:repo_packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:repo_packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:row.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:self._distribution_degradation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:self._exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:self._owner_freshness"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:self._owner_freshness"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:self._projection"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:self._strategy_available"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:self.canonical.discover_owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:self.canonical.owner_names"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.discover","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"KagApplication.discover","semantic_key":"python:method:KagApplication.discover","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6505bcb74ed72440af5ed8b2:aoa:abyss-stack:anchor:e7fe3058e8b61268195ce428","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e7fe3058e8b61268195ce428","label":"Shape","locator":{"end_column":8,"end_line":8,"fragment":"shape","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:shape","source_id":"aoa:abyss-stack:artifact:6505bcb74ed72440af5ed8b2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:6861bfc734f526dae1c276b8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6861bfc734f526dae1c276b8","label":"main","locator":{"end_column":32,"end_line":270,"fragment":"","pointer":"","start_column":1,"start_line":268},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_run_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:logging.basicConfig"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:bab13f1faca76afff5b571ea","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bab13f1faca76afff5b571ea","label":"test_executable_provider_boundary_emits_machine_bound_json","locator":{"end_column":10,"end_line":2287,"fragment":"","pointer":"","start_column":5,"start_line":2255},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:self.historical_trust_cli_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_executable_provider_boundary_emits_machine_bound_json","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:c98b70fbe5daf159385c679d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c98b70fbe5daf159385c679d","label":"test_lsp_reader_replies_to_string_server_requests","locator":{"end_column":10,"end_line":806,"fragment":"","pointer":"","start_column":5,"start_line":774},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_replies_to_string_server_requests","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_replies_to_string_server_requests","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_replies_to_string_server_requests","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_replies_to_string_server_requests","target_ref":"python:object.__new__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_replies_to_string_server_requests","target_ref":"python:session._reader_loop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_replies_to_string_server_requests","target_ref":"python:session._send.assert_called_once_with"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_replies_to_string_server_requests","target_ref":"python:threading.Lock"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_reader_replies_to_string_server_requests","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_replies_to_string_server_requests","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:ffcf5aea0af61c22e6566ae8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ffcf5aea0af61c22e6566ae8","label":"test_forged_persisted_machine_binding_is_not_reused","locator":{"end_column":77,"end_line":2253,"fragment":"","pointer":"","start_column":5,"start_line":2242},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","target_ref":"python:self.runtime.current_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","target_ref":"python:self.runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_forged_persisted_machine_binding_is_not_reused","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:50bb74ab55366766fe6a929e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:50bb74ab55366766fe6a929e","label":"public_safe","locator":{"end_column":17,"end_line":55,"fragment":"","pointer":"/public_safe","start_column":1,"start_line":55},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/public_safe","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a741b246e0ec3f6b7a2b705:aoa:abyss-stack:anchor:7bda58f5819fb2071eb87ef6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7bda58f5819fb2071eb87ef6","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:6a741b246e0ec3f6b7a2b705","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a886c44d0ef5560636e39b0:aoa:abyss-stack:anchor:79842454321e453455e6c225","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:79842454321e453455e6c225","label":"qwen3-8b-int4-ov","locator":{"end_column":18,"end_line":1,"fragment":"qwen3-8b-int4-ov","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:qwen3-8b-int4-ov","source_id":"aoa:abyss-stack:artifact:6a886c44d0ef5560636e39b0","symbol_kind":""}
@@ -67,6 +70,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:908f88e62684b179bacaca30:aoa:abyss-stack:anchor:1540df99802f7b4bede0a34b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1540df99802f7b4bede0a34b","label":"Follow-up route","locator":{"end_column":18,"end_line":173,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":173},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:908f88e62684b179bacaca30","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:93bafdcb11c10717d65eff58:aoa:abyss-stack:anchor:ecbed91496ec358f220e49d8","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ecbed91496ec358f220e49d8","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:93bafdcb11c10717d65eff58","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb:aoa:abyss-stack:anchor:7f36a5e442263bbfbdc9fdb3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7f36a5e442263bbfbdc9fdb3","label":"test_release_failure_retains_capability_for_retry","locator":{"end_column":58,"end_line":198,"fragment":"","pointer":"","start_column":5,"start_line":181},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:load_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:mock.patch.dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:module.release"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:module.state_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:module.write_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:subprocess.CompletedProcess"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","semantic_key":"python:method:OvmsLifecycleTests.test_release_failure_retains_capability_for_retry","source_id":"aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:a5fbc6ec069809b1e818572a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a5fbc6ec069809b1e818572a","label":"_read_message","locator":{"end_column":23,"end_line":3003,"fragment":"","pointer":"","start_column":5,"start_line":2957},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:body.decode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:line.decode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:line.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:min"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:min"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:name.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:process.stdout.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:process.stdout.readline"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._read_message","target_ref":"python:value.strip"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._read_message","semantic_key":"python:method:ManagedLspSession._read_message","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a38afa6506fd860f4305359f:aoa:abyss-stack:anchor:430615652265517e08ece4e3","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:430615652265517e08ece4e3","label":"primitive","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/primitive","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"primitive","semantic_key":"json:/$defs/primitive","source_id":"aoa:abyss-stack:artifact:a38afa6506fd860f4305359f","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6:aoa:abyss-stack:anchor:83ef7de5c042f8df1201734e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:83ef7de5c042f8df1201734e","label":"run","locator":{"end_column":51,"end_line":175,"fragment":"","pointer":"","start_column":5,"start_line":162},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:super"}],"parser_ref":"python-ast@1","qualified_name":"AbyssMCPServer.run","semantic_key":"python:method:AbyssMCPServer.run","source_id":"aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:733cc6cf63021ff2ed032674","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:733cc6cf63021ff2ed032674","label":"state","locator":{"end_column":11,"end_line":11,"fragment":"","pointer":"/state","start_column":1,"start_line":11},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/state","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/52.jsonl b/kag/indexes/shards/anchor/52.jsonl
index f0dcebe61e..4d77fe29d1 100644
--- a/kag/indexes/shards/anchor/52.jsonl
+++ b/kag/indexes/shards/anchor/52.jsonl
@@ -63,6 +63,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9b93e37b9497d33bdf1e2f9c:aoa:abyss-stack:anchor:415138296872f49b86e91b58","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:415138296872f49b86e91b58","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9b93e37b9497d33bdf1e2f9c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:dfa69aa305ad17577ea9ef1b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dfa69aa305ad17577ea9ef1b","label":"_now","locator":{"end_column":29,"end_line":34,"fragment":"","pointer":"","start_column":1,"start_line":33},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_now","target_ref":"python:datetime.now"}],"parser_ref":"python-ast@1","qualified_name":"_now","semantic_key":"python:function:_now","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f:aoa:abyss-stack:anchor:dededc759188203ba36ed838","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:dededc759188203ba36ed838","label":"TRUTH_SURFACES","locator":{"end_column":149,"end_line":119,"fragment":"","pointer":"","start_column":59,"start_line":119},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:artifacts","target_ref":"../../../../diagnostic-spine/parts/truth-surfaces/docs/TRUTH_SURFACES.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:119:59:0:../../../../diagnostic-spine/parts/truth-surfaces/docs/TRUTH_SURFACES.md","source_id":"aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:7140c5883c041a05e8bc7e44","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7140c5883c041a05e8bc7e44","label":"_ed25519_base_point","locator":{"end_column":35,"end_line":803,"fragment":"","pointer":"","start_column":1,"start_line":801},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_base_point","target_ref":"python:_ed25519_xrecover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_base_point","target_ref":"python:pow"}],"parser_ref":"python-ast@1","qualified_name":"_ed25519_base_point","semantic_key":"python:function:_ed25519_base_point","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:dfb8b38c7755098b4dfb663a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dfb8b38c7755098b4dfb663a","label":"_observation_envelope","locator":{"end_column":10,"end_line":4667,"fragment":"","pointer":"","start_column":5,"start_line":4637},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_envelope","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_envelope","target_ref":"python:files.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_envelope","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_envelope","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_envelope","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_envelope","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_envelope","target_ref":"python:self._machine_binding_envelope"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_envelope","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_envelope","target_ref":"python:sum"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._observation_envelope","semantic_key":"python:method:LiveCodeIntelligenceRuntime._observation_envelope","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a43aa5630db051d26266922e:aoa:abyss-stack:anchor:0255e6e5998a223becd1da2d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0255e6e5998a223becd1da2d","label":"compose profiles","locator":{"end_column":18,"end_line":1,"fragment":"compose-profiles","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:compose-profiles","source_id":"aoa:abyss-stack:artifact:a43aa5630db051d26266922e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:4e09fe2b30f2705dc66af173","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4e09fe2b30f2705dc66af173","label":"wave_truth_status","locator":{"end_column":6,"end_line":350,"fragment":"","pointer":"","start_column":1,"start_line":341},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wave_truth_status","target_ref":"python:case_truth_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wave_truth_status","target_ref":"python:load_result_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wave_truth_status","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wave_truth_status","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"wave_truth_status","semantic_key":"python:function:wave_truth_status","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:9de4e06bf92eccf41026fe8d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9de4e06bf92eccf41026fe8d","label":"collect_evidence_payload","locator":{"end_column":19,"end_line":828,"fragment":"","pointer":"","start_column":1,"start_line":811},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:TRIALS.collect_applicable_agents_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:patched_repo_root_for_w5"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"collect_evidence_payload","semantic_key":"python:function:collect_evidence_payload","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/53.jsonl b/kag/indexes/shards/anchor/53.jsonl
index 7d574ae857..245bbe2f42 100644
--- a/kag/indexes/shards/anchor/53.jsonl
+++ b/kag/indexes/shards/anchor/53.jsonl
@@ -35,6 +35,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5e74eb7efa59f0539e7dcea3:aoa:abyss-stack:anchor:50e0007f24542336552ab5cb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:50e0007f24542336552ab5cb","label":"exit_class","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/exit_class","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/exit_class","source_id":"aoa:abyss-stack:artifact:5e74eb7efa59f0539e7dcea3","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:637e59c7cf8f0dbec905f69e:aoa:abyss-stack:anchor:eb8806222b09082e26d2a41f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:eb8806222b09082e26d2a41f","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:637e59c7cf8f0dbec905f69e","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:638f8ce34d4a6e1ccdc64249:aoa:abyss-stack:anchor:f906da6e2479c207a13fd906","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:f906da6e2479c207a13fd906","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:638f8ce34d4a6e1ccdc64249","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:3c06e30686f9a990d86c92ac","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3c06e30686f9a990d86c92ac","label":"test_stale_machine_health_is_not_emitted_as_current_posture","locator":{"end_column":78,"end_line":1551,"fragment":"","pointer":"","start_column":5,"start_line":1542},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_emitted_as_current_posture","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_emitted_as_current_posture","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_emitted_as_current_posture","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_emitted_as_current_posture","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_emitted_as_current_posture","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_emitted_as_current_posture","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_emitted_as_current_posture","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_emitted_as_current_posture","target_ref":"python:self.machine_evidence"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_emitted_as_current_posture","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_emitted_as_current_posture","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8:aoa:abyss-stack:anchor:a0018b8cb9c000c1a0eb17a5","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:a0018b8cb9c000c1a0eb17a5","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb:aoa:abyss-stack:anchor:3ac53b20798fdcf72ffe1656","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3ac53b20798fdcf72ffe1656","label":"public_safe","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/public_safe","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/public_safe","source_id":"aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:a2958d082aabba5704cb984b","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a2958d082aabba5704cb984b","label":"HUGGINGFACE_HUB_CACHE","locator":{"end_column":42,"end_line":25,"fragment":"","pointer":"/services/babelvox-tts/environment/HUGGINGFACE_HUB_CACHE","start_column":7,"start_line":25},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/environment/HUGGINGFACE_HUB_CACHE","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/54.jsonl b/kag/indexes/shards/anchor/54.jsonl
index cb5dc0f426..3e778ce490 100644
--- a/kag/indexes/shards/anchor/54.jsonl
+++ b/kag/indexes/shards/anchor/54.jsonl
@@ -3,6 +3,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:07c7bd4f519bd40483056b30:aoa:abyss-stack:anchor:397e421bf030795a1726d490","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:397e421bf030795a1726d490","label":"_http_authority","locator":{"end_column":44,"end_line":127,"fragment":"","pointer":"","start_column":1,"start_line":125},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_http_authority","semantic_key":"python:function:_http_authority","source_id":"aoa:abyss-stack:artifact:07c7bd4f519bd40483056b30","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0840386c5d09f04ce8007be9:aoa:abyss-stack:anchor:0d6550fe5c51808be2e981e4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0d6550fe5c51808be2e981e4","label":"Purpose","locator":{"end_column":10,"end_line":3,"fragment":"purpose","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:purpose","source_id":"aoa:abyss-stack:artifact:0840386c5d09f04ce8007be9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:09768cdc5582265776b58235:aoa:abyss-stack:anchor:722a5b7479ee400aa837750f","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:722a5b7479ee400aa837750f","label":"depends_on","locator":{"end_column":15,"end_line":18,"fragment":"","pointer":"/services/tos-graph/depends_on","start_column":5,"start_line":18},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/tos-graph/depends_on","source_id":"aoa:abyss-stack:artifact:09768cdc5582265776b58235","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79:aoa:abyss-stack:anchor:7a7b941d6136cb2fdaf77395","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:7a7b941d6136cb2fdaf77395","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0c72339960f5aca58e3a6faa:aoa:abyss-stack:anchor:5e379c929700bedc4309b028","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:5e379c929700bedc4309b028","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0c72339960f5aca58e3a6faa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d3fd5249d88e8dc21a52a9c:aoa:abyss-stack:anchor:1e517f13f01dc0acc22c0461","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1e517f13f01dc0acc22c0461","label":"_derive_owner_surfaces","locator":{"end_column":32,"end_line":488,"fragment":"","pointer":"","start_column":1,"start_line":477},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_derive_owner_surfaces","target_ref":"python:_metadata_get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_derive_owner_surfaces","target_ref":"python:_metadata_get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_derive_owner_surfaces","target_ref":"python:_split_inline_code_or_value"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_derive_owner_surfaces","target_ref":"python:top_metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_derive_owner_surfaces","target_ref":"python:top_metadata.get"}],"parser_ref":"python-ast@1","qualified_name":"_derive_owner_surfaces","semantic_key":"python:function:_derive_owner_surfaces","source_id":"aoa:abyss-stack:artifact:0d3fd5249d88e8dc21a52a9c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d6af0aa353e84210d6ce63c:aoa:abyss-stack:anchor:6e866cd2c2f220f526287f75","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6e866cd2c2f220f526287f75","label":"write_json","locator":{"end_column":42,"end_line":16,"fragment":"","pointer":"","start_column":1,"start_line":15},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_json","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_json","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"write_json","semantic_key":"python:function:write_json","source_id":"aoa:abyss-stack:artifact:0d6af0aa353e84210d6ce63c","symbol_kind":"function"}
@@ -29,6 +30,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:37a31ef240ec096f3fe40525:aoa:abyss-stack:anchor:b1e9eb5f4865a4d16f382c54","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b1e9eb5f4865a4d16f382c54","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:37a31ef240ec096f3fe40525","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3ae704a65d3f1dc96e685f26:aoa:abyss-stack:anchor:6cd907ba48b04ec3140f5a4f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6cd907ba48b04ec3140f5a4f","label":"_registry_contour","locator":{"end_column":61,"end_line":784,"fragment":"","pointer":"","start_column":1,"start_line":773},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_registry_contour","target_ref":"python:PreflightError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_registry_contour","target_ref":"python:contour.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_registry_contour","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_registry_contour","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_registry_contour","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_registry_contour","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_registry_contour","target_ref":"python:registry.get"}],"parser_ref":"python-ast@1","qualified_name":"_registry_contour","semantic_key":"python:function:_registry_contour","source_id":"aoa:abyss-stack:artifact:3ae704a65d3f1dc96e685f26","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3db733a4107549631442eabb:aoa:abyss-stack:anchor:9219b7a4f9902d4015f777cb","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:9219b7a4f9902d4015f777cb","label":"schemas/support-objects/core-memory-contract.schema.json","locator":{"end_column":60,"end_line":29,"fragment":"","pointer":"/required_files/22","start_column":3,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/required_files/22","source_id":"aoa:abyss-stack:artifact:3db733a4107549631442eabb","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:3e577d548e95db372813e2a1:aoa:abyss-stack:anchor:0e76f7a45bd4f9327926a182","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0e76f7a45bd4f9327926a182","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3e79b7425badea9ebb7fc55d:aoa:abyss-stack:anchor:034a94b22852f8f9e0153fda","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:034a94b22852f8f9e0153fda","label":"command_authority","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/command_authority","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/command_authority","source_id":"aoa:abyss-stack:artifact:3e79b7425badea9ebb7fc55d","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3f2b4ff422a983280f572ce1:aoa:abyss-stack:anchor:17b238172f153e4681dcf87d","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:17b238172f153e4681dcf87d","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:3f2b4ff422a983280f572ce1","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3fc2c6f4c3249172a70c457d:aoa:abyss-stack:anchor:99cd412ae35b2a4168167993","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:99cd412ae35b2a4168167993","label":"semantic_owner","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/semantic_owner","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/semantic_owner","source_id":"aoa:abyss-stack:artifact:3fc2c6f4c3249172a70c457d","symbol_kind":"json_key"}
@@ -44,6 +46,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5cd3df65ec2e60f4eda3208c:aoa:abyss-stack:anchor:5d7a3cf48f793bd169255c78","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5d7a3cf48f793bd169255c78","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:5cd3df65ec2e60f4eda3208c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:47b6c3bd2ccaf3cc7ab1903d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:47b6c3bd2ccaf3cc7ab1903d","label":"_read_bounded_regular_file","locator":{"end_column":29,"end_line":856,"fragment":"","pointer":"","start_column":1,"start_line":795},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:bytearray"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:chunks.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:min"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:os.fstat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:os.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_bounded_regular_file","target_ref":"python:stat.S_ISREG"}],"parser_ref":"python-ast@1","qualified_name":"_read_bounded_regular_file","semantic_key":"python:function:_read_bounded_regular_file","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4:aoa:abyss-stack:anchor:f6bbab8f403750fa61a05c3a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f6bbab8f403750fa61a05c3a","label":"_distribution_record_digest","locator":{"end_column":32,"end_line":264,"fragment":"","pointer":"","start_column":1,"start_line":164},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:_is_under"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:base64.urlsafe_b64encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:bytes.fromhex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:canonical_rows.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:canonical_rows.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:csv.reader"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:distribution_metadata.locate_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:distribution_metadata.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:encoded_digest.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:io.StringIO"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:recorded_size.isdigit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:relative_name.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:relative_name.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:relative_name.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:relative_name.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:relative_name.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:resolved_target.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:target.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:target.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:target.resolve"}],"parser_ref":"python-ast@1","qualified_name":"_distribution_record_digest","semantic_key":"python:function:_distribution_record_digest","source_id":"aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:88f3070941e16e0aaba5bf18","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:88f3070941e16e0aaba5bf18","label":"test_generic_lsp_request_rejects_out_of_root_uri","locator":{"end_column":14,"end_line":665,"fragment":"","pointer":"","start_column":5,"start_line":629},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:session.request"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:session.request"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_generic_lsp_request_rejects_out_of_root_uri","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:06d937a7dd826848e15d9b44","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:06d937a7dd826848e15d9b44","label":"${AOA_STACK_ROOT","locator":{"end_column":84,"end_line":14,"fragment":"","pointer":"/services/n8n/volumes/0/${AOA_STACK_ROOT","start_column":7,"start_line":14},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n/volumes/0/${AOA_STACK_ROOT","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:530399e106f86a9abc9b0848","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:530399e106f86a9abc9b0848","label":"_return_reservation","locator":{"end_column":23,"end_line":2081,"fragment":"","pointer":"","start_column":1,"start_line":2051},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:_load_json_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:_write_new_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:binding.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_reservation","target_ref":"python:value.get"}],"parser_ref":"python-ast@1","qualified_name":"_return_reservation","semantic_key":"python:function:_return_reservation","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:712668d4fc44f3b900535739:aoa:abyss-stack:anchor:a256120e6622fa4406b83c20","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:a256120e6622fa4406b83c20","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:712668d4fc44f3b900535739","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/55.jsonl b/kag/indexes/shards/anchor/55.jsonl
index dbcbfc9c63..6d80259b99 100644
--- a/kag/indexes/shards/anchor/55.jsonl
+++ b/kag/indexes/shards/anchor/55.jsonl
@@ -5,7 +5,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:d2dae5d68d0686af7e961ceb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d2dae5d68d0686af7e961ceb","label":"test_stack_mcp_runtime_verification_is_read_only_and_standalone","locator":{"end_column":10,"end_line":3408,"fragment":"","pointer":"","start_column":5,"start_line":3356},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.run_install_systemd"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.run_install_systemd"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.run_install_systemd"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.run_install_systemd"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","target_ref":"python:self.run_install_systemd"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","semantic_key":"python:method:RuntimeLifecycleUserUnitTests.test_stack_mcp_runtime_verification_is_read_only_and_standalone","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05c103c1f3e103e9b2ebf939:aoa:abyss-stack:anchor:412abbb9a8270ddc2087add2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:412abbb9a8270ddc2087add2","label":"Root Residual Topology Cleanup","locator":{"end_column":32,"end_line":1,"fragment":"root-residual-topology-cleanup","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:root-residual-topology-cleanup","source_id":"aoa:abyss-stack:artifact:05c103c1f3e103e9b2ebf939","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:064505ff57f8ab300d932d4b:aoa:abyss-stack:anchor:c3486bddf6f01c618d4d70e4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c3486bddf6f01c618d4d70e4","label":"test_build_edit_spec_prompt_uses_bounded_excerpt","locator":{"end_column":62,"end_line":34,"fragment":"","pointer":"","start_column":5,"start_line":22},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_uses_bounded_excerpt","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_uses_bounded_excerpt","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_uses_bounded_excerpt","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_uses_bounded_excerpt","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_uses_bounded_excerpt","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_uses_bounded_excerpt","target_ref":"python:self.assertLess"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_uses_bounded_excerpt","target_ref":"python:self.module.build_edit_spec_prompt"}],"parser_ref":"python-ast@1","qualified_name":"GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_uses_bounded_excerpt","semantic_key":"python:method:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_uses_bounded_excerpt","source_id":"aoa:abyss-stack:artifact:064505ff57f8ab300d932d4b","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:e62b3d63b02c26854e0f932c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e62b3d63b02c26854e0f932c","label":"Added","locator":{"end_column":9,"end_line":1020,"fragment":"added-1","pointer":"","start_column":1,"start_line":1020},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:added-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:e62b3d63b02c26854e0f932c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e62b3d63b02c26854e0f932c","label":"Added","locator":{"end_column":9,"end_line":1024,"fragment":"added-1","pointer":"","start_column":1,"start_line":1024},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:added-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:7149f9650ec4e688a40359ca","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7149f9650ec4e688a40359ca","label":"search_documents_lexical","locator":{"end_column":56,"end_line":1975,"fragment":"","pointer":"","start_column":1,"start_line":1856},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:_fts_expression"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:_scoped_fts_expression"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:clauses.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:dict.fromkeys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:document_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:hits.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:path_prefix.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_documents_lexical","target_ref":"python:weights_by_column.get"}],"parser_ref":"python-ast@1","qualified_name":"search_documents_lexical","semantic_key":"python:function:search_documents_lexical","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:c1def22837a05f89cd228a56","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c1def22837a05f89cd228a56","label":"search_records_lexical","locator":{"end_column":56,"end_line":1541,"fragment":"","pointer":"","start_column":1,"start_line":1427},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:_fts_expression"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:_scoped_fts_expression"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:_table_exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:_table_exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:dict.fromkeys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:hits.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:path_prefix.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:record_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_lexical","target_ref":"python:weights_by_column.get"}],"parser_ref":"python-ast@1","qualified_name":"search_records_lexical","semantic_key":"python:function:search_records_lexical","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f:aoa:abyss-stack:anchor:7188e962573a7524d83325cf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7188e962573a7524d83325cf","label":"build_nested_evidence_namespace","locator":{"end_column":21,"end_line":1121,"fragment":"","pointer":"","start_column":1,"start_line":989},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:NestedEvidenceNamespaceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:NestedEvidenceNamespaceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_iter_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_json_pointer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_producers"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_records"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_resolve_immutable"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_resolve_runtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_resolve_runtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_resolve_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_split_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_split_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_split_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:_stable_entry_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:entries.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:nested_evidence_namespace_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:original_ref.removeprefix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:original_ref.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:original_ref.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:original_ref.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:original_ref.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:producer_receipts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:resolution.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:resolution.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:resolution.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:resolution.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:resolution.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_nested_evidence_namespace","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"build_nested_evidence_namespace","semantic_key":"python:function:build_nested_evidence_namespace","source_id":"aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f","symbol_kind":"function"}
@@ -54,6 +54,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:1f20d03a52b85b5d8fdcc9c9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1f20d03a52b85b5d8fdcc9c9","label":"_bind_server_info_version","locator":{"end_column":54,"end_line":50,"fragment":"","pointer":"","start_column":1,"start_line":44},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bind_server_info_version","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bind_server_info_version","target_ref":"python:_application_version"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bind_server_info_version","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bind_server_info_version","target_ref":"python:hasattr"}],"parser_ref":"python-ast@1","qualified_name":"_bind_server_info_version","semantic_key":"python:function:_bind_server_info_version","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:155bad26eba4dbdcc8144e50","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:155bad26eba4dbdcc8144e50","label":"_canonical_sha256","locator":{"end_column":60,"end_line":105,"fragment":"","pointer":"","start_column":1,"start_line":103},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:body.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"_canonical_sha256","semantic_key":"python:function:_canonical_sha256","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b:aoa:abyss-stack:anchor:ef7d7b45b915d143e76e5697","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ef7d7b45b915d143e76e5697","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:ed767c5a28dabb96b8fb287a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ed767c5a28dabb96b8fb287a","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7149349cab8fcfdbcb8fc23e:aoa:abyss-stack:anchor:9638f04a20f738387b27985c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:9638f04a20f738387b27985c","label":"operation_mode","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/operation_mode","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/operation_mode","source_id":"aoa:abyss-stack:artifact:7149349cab8fcfdbcb8fc23e","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c:aoa:abyss-stack:anchor:936b90a3fe6828865a79a11f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:936b90a3fe6828865a79a11f","label":"freeze_paddle_ocr_acquisition","locator":{"end_column":54,"end_line":397,"fragment":"","pointer":"","start_column":1,"start_line":349},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:PaddleOcrRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:_inspect_models"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:_inspect_wheels"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:_model_set_sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:_wheel_set_sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:lock_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:lock_path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:lock_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:model_cache.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:output_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:output_path.with_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:verify_paddle_ocr_acquisition"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:freeze_paddle_ocr_acquisition","target_ref":"python:wheel_cache.resolve"}],"parser_ref":"python-ast@1","qualified_name":"freeze_paddle_ocr_acquisition","semantic_key":"python:function:freeze_paddle_ocr_acquisition","source_id":"aoa:abyss-stack:artifact:721b7c0091a4308651dfba2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:721f625bea97a50ff79a18a0:aoa:abyss-stack:anchor:92f4f9db02f48f9eef510bf4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:92f4f9db02f48f9eef510bf4","label":"read_unit_environment","locator":{"end_column":14,"end_line":102,"fragment":"","pointer":"","start_column":1,"start_line":85},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:read_unit_environment","target_ref":"python:line.partition"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:read_unit_environment","target_ref":"python:parse_key_value_tokens"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:read_unit_environment","target_ref":"python:result.stdout.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:read_unit_environment","target_ref":"python:run_command"}],"parser_ref":"python-ast@1","qualified_name":"read_unit_environment","semantic_key":"python:function:read_unit_environment","source_id":"aoa:abyss-stack:artifact:721f625bea97a50ff79a18a0","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/57.jsonl b/kag/indexes/shards/anchor/57.jsonl
index 124d0067cf..c539d43a76 100644
--- a/kag/indexes/shards/anchor/57.jsonl
+++ b/kag/indexes/shards/anchor/57.jsonl
@@ -35,12 +35,14 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5d25e239b95780ab137141e8:aoa:abyss-stack:anchor:4fdc7e056def5707afc44593","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:4fdc7e056def5707afc44593","label":"tos-graph","locator":{"end_column":35,"end_line":16,"fragment":"","pointer":"","start_column":3,"start_line":16},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:federation-seams-parts","target_ref":"tos-graph/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:16:3:0:tos-graph/README.md","source_id":"aoa:abyss-stack:artifact:5d25e239b95780ab137141e8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb:aoa:abyss-stack:anchor:de73b2482f8a836332e0a477","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:de73b2482f8a836332e0a477","label":"holderRef","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/holderRef","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"holderRef","semantic_key":"json:/$defs/holderRef","source_id":"aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:635296c34b56b53915a261c9:aoa:abyss-stack:anchor:e7850ea3dd3c1213ba43d1fd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e7850ea3dd3c1213ba43d1fd","label":"Trigger","locator":{"end_column":11,"end_line":8,"fragment":"trigger","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:trigger","source_id":"aoa:abyss-stack:artifact:635296c34b56b53915a261c9","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:9a908b54666ad3f25b04e611","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9a908b54666ad3f25b04e611","label":"LiveCodeIntelligenceRuntimeTests","locator":{"end_column":14,"end_line":3072,"fragment":"","pointer":"","start_column":1,"start_line":46},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests","semantic_key":"python:class:LiveCodeIntelligenceRuntimeTests","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:51f94a135a3e5ac3751627ef","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:51f94a135a3e5ac3751627ef","label":"AOA_BABELVOX_TTS_MAX_NEW_TOKENS","locator":{"end_column":79,"end_line":17,"fragment":"","pointer":"/services/babelvox-tts/environment/AOA_BABELVOX_TTS_MAX_NEW_TOKENS","start_column":7,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/environment/AOA_BABELVOX_TTS_MAX_NEW_TOKENS","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:72b77d50a1f842eb5383422f:aoa:abyss-stack:anchor:0bfb3b092e0126606f865086","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0bfb3b092e0126606f865086","label":"Portable use","locator":{"end_column":15,"end_line":575,"fragment":"portable-use","pointer":"","start_column":1,"start_line":575},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:portable-use","source_id":"aoa:abyss-stack:artifact:72b77d50a1f842eb5383422f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:42d7c9952fba9b0901af2712","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:42d7c9952fba9b0901af2712","label":"EmbeddingsReq","locator":{"end_column":35,"end_line":201,"fragment":"","pointer":"","start_column":1,"start_line":198},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"EmbeddingsReq","semantic_key":"python:class:EmbeddingsReq","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:4b854e77efabbe4aa6df142f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4b854e77efabbe4aa6df142f","label":"RouteAPIHTTPError","locator":{"end_column":29,"end_line":184,"fragment":"","pointer":"","start_column":1,"start_line":180},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"RouteAPIHTTPError","semantic_key":"python:class:RouteAPIHTTPError","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:795992a5745bace0747ef607:aoa:abyss-stack:anchor:2ab146f19e93161bf7708692","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2ab146f19e93161bf7708692","label":"_validate_public_refs","locator":{"end_column":18,"end_line":994,"fragment":"","pointer":"","start_column":1,"start_line":981},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_public_refs","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_public_refs","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_public_refs","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_public_refs","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_public_refs","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_public_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_public_refs","target_ref":"python:text.casefold"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_public_refs","target_ref":"python:text.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_validate_public_refs","semantic_key":"python:function:_validate_public_refs","source_id":"aoa:abyss-stack:artifact:795992a5745bace0747ef607","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7b97804d90d12ebc39459ced:aoa:abyss-stack:anchor:d1353cae0422c5b119403d75","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d1353cae0422c5b119403d75","label":"touched_at","locator":{"end_column":24,"end_line":45,"fragment":"","pointer":"/touched_at","start_column":1,"start_line":45},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/touched_at","source_id":"aoa:abyss-stack:artifact:7b97804d90d12ebc39459ced","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b:aoa:abyss-stack:anchor:ee9d167bf350d401124fd266","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:ee9d167bf350d401124fd266","label":"parts/live-code-intelligence/README.md","locator":{"end_column":83,"end_line":32,"fragment":"","pointer":"","start_column":3,"start_line":32},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:current-bridges","target_ref":"parts/live-code-intelligence/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:32:3:0:parts/live-code-intelligence/README.md","source_id":"aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7fa95990ae828ff563befc45:aoa:abyss-stack:anchor:fecf8824979d5a9ffc35fec1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fecf8824979d5a9ffc35fec1","label":"test_owner_capability_profiles_remove_legacy_surfaces","locator":{"end_column":59,"end_line":1494,"fragment":"","pointer":"","start_column":1,"start_line":1464},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:read_server._resource_manager._templates.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_remove_legacy_surfaces","target_ref":"python:write_organ_access_manifest"}],"parser_ref":"python-ast@1","qualified_name":"test_owner_capability_profiles_remove_legacy_surfaces","semantic_key":"python:function:test_owner_capability_profiles_remove_legacy_surfaces","source_id":"aoa:abyss-stack:artifact:7fa95990ae828ff563befc45","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8477e55389e4d250bc310b30:aoa:abyss-stack:anchor:31653c0808251904428a1fb5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:31653c0808251904428a1fb5","label":"_has_symlink_component","locator":{"end_column":17,"end_line":544,"fragment":"","pointer":"","start_column":1,"start_line":534},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_has_symlink_component","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_has_symlink_component","target_ref":"python:current.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_has_symlink_component","target_ref":"python:path.is_absolute"}],"parser_ref":"python-ast@1","qualified_name":"_has_symlink_component","semantic_key":"python:function:_has_symlink_component","source_id":"aoa:abyss-stack:artifact:8477e55389e4d250bc310b30","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8619abead2b3f8d840d9d56a:aoa:abyss-stack:anchor:32cdaa7806922b7839b7ab73","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:32cdaa7806922b7839b7ab73","label":"Agents-of-Abyss","locator":{"end_column":167,"end_line":34,"fragment":"","pointer":"","start_column":52,"start_line":34},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:authority-source","target_ref":"https://github.com/8Dionysus/Agents-of-Abyss/blob/main/docs/EXPERIENCE_WAVE5_SOVEREIGN_OFFICE.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:34:52:0:https://github.com/8Dionysus/Agents-of-Abyss/blob/main/docs/EXPERIENCE_WAVE5_SOVEREIGN_OFFICE.md","source_id":"aoa:abyss-stack:artifact:8619abead2b3f8d840d9d56a","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/58.jsonl b/kag/indexes/shards/anchor/58.jsonl
index 38e6017016..543ea06e29 100644
--- a/kag/indexes/shards/anchor/58.jsonl
+++ b/kag/indexes/shards/anchor/58.jsonl
@@ -32,6 +32,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:56dee15ed679498d4bde7463:aoa:abyss-stack:anchor:2013bc63dcb79e47f8133a6f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2013bc63dcb79e47f8133a6f","label":"test_text_redaction_replaces_only_the_mapped_source_span","locator":{"end_column":63,"end_line":157,"fragment":"","pointer":"","start_column":1,"start_line":145},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_text_redaction_replaces_only_the_mapped_source_span","target_ref":"python:RUNTIME._contains_source_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_text_redaction_replaces_only_the_mapped_source_span","target_ref":"python:RUNTIME._replace_source_aliases_in_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_text_redaction_replaces_only_the_mapped_source_span","target_ref":"python:pytest.mark.parametrize"}],"parser_ref":"python-ast@1","qualified_name":"test_text_redaction_replaces_only_the_mapped_source_span","semantic_key":"python:function:test_text_redaction_replaces_only_the_mapped_source_span","source_id":"aoa:abyss-stack:artifact:56dee15ed679498d4bde7463","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5ddc53144d675084e3cdc94d:aoa:abyss-stack:anchor:877d27a5f76b607f50cd8c6e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:877d27a5f76b607f50cd8c6e","label":"validate_runtime_bindings","locator":{"end_column":90,"end_line":114,"fragment":"","pointer":"","start_column":1,"start_line":104},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:DecisionsOrganAccessError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:DecisionsOrganAccessError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:RESOURCE_BINDINGS.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:TOOL_BINDINGS.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:validate_organ_access_manifest"}],"parser_ref":"python-ast@1","qualified_name":"validate_runtime_bindings","semantic_key":"python:function:validate_runtime_bindings","source_id":"aoa:abyss-stack:artifact:5ddc53144d675084e3cdc94d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:5fc721518fb63ad7b197e4e9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5fc721518fb63ad7b197e4e9","label":"schema","locator":{"end_column":62,"end_line":73,"fragment":"","pointer":"","start_column":5,"start_line":73},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"CanonicalKag.schema","semantic_key":"python:method:CanonicalKag.schema","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:86d2509796d710eda64e0660","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:86d2509796d710eda64e0660","label":"observed_scan","locator":{"end_column":35,"end_line":1383,"fragment":"","pointer":"","start_column":9,"start_line":1381},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot.observed_scan","target_ref":"python:original_scan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot.observed_scan","target_ref":"python:scan_entered.set"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot.observed_scan","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot.observed_scan","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:23af459b9f06120eefcfa16f","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:23af459b9f06120eefcfa16f","label":"${AOA_STACK_ROOT","locator":{"end_column":92,"end_line":15,"fragment":"","pointer":"/services/n8n/volumes/1/${AOA_STACK_ROOT","start_column":7,"start_line":15},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n/volumes/1/${AOA_STACK_ROOT","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:d31ab19d9f22b05d9ccef62e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d31ab19d9f22b05d9ccef62e","label":"AOA_BABELVOX_TTS_OUT_DIR","locator":{"end_column":36,"end_line":10,"fragment":"","pointer":"/services/babelvox-tts/environment/AOA_BABELVOX_TTS_OUT_DIR","start_column":7,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/environment/AOA_BABELVOX_TTS_OUT_DIR","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:6068463328ae93de3d9286c6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6068463328ae93de3d9286c6","label":"_approval_decision_ref","locator":{"end_column":6,"end_line":3225,"fragment":"","pointer":"","start_column":1,"start_line":3219},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_approval_decision_ref","target_ref":"python:ContentRef"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_approval_decision_ref","target_ref":"python:canonical_digest"}],"parser_ref":"python-ast@1","qualified_name":"_approval_decision_ref","semantic_key":"python:function:_approval_decision_ref","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"function"}
@@ -47,6 +48,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:faebd38b97d876efeb3e37ee","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:faebd38b97d876efeb3e37ee","label":"local_ports_resource","locator":{"end_column":14,"end_line":549,"fragment":"","pointer":"","start_column":9,"start_line":544},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.local_ports_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.local_ports_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.local_ports_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.local_ports_resource","semantic_key":"python:method:build_server.local_ports_resource","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:92363727fc43b578a99ee43c:aoa:abyss-stack:anchor:a3fcf567b4f24f6ca03adaf8","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:a3fcf567b4f24f6ca03adaf8","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:92363727fc43b578a99ee43c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155:aoa:abyss-stack:anchor:ba9970c07d1c973e6548f08e","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:ba9970c07d1c973e6548f08e","label":"federation-seams","locator":{"end_column":65,"end_line":35,"fragment":"","pointer":"","start_column":3,"start_line":35},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:package-entrypoints","target_ref":"../../mechanics/federation-seams/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:35:3:0:../../mechanics/federation-seams/README.md","source_id":"aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:6b49144387c0debc2c0ac6ba","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6b49144387c0debc2c0ac6ba","label":"_bound_machine_session","locator":{"end_column":10,"end_line":2875,"fragment":"","pointer":"","start_column":5,"start_line":2856},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._bound_machine_session","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._bound_machine_session","semantic_key":"python:method:ManagedLspSession._bound_machine_session","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:aa50269d09d67d3ecd52ce23:aoa:abyss-stack:anchor:d6f3fe302b9b78e8d39c306f","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:d6f3fe302b9b78e8d39c306f","label":"PARTS.md","locator":{"end_column":23,"end_line":24,"fragment":"","pointer":"","start_column":3,"start_line":24},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:current-bridges","target_ref":"PARTS.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:24:3:0:PARTS.md","source_id":"aoa:abyss-stack:artifact:aa50269d09d67d3ecd52ce23","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:33550fd1c4335c75cb51ace9","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:33550fd1c4335c75cb51ace9","label":"docs route","locator":{"end_column":13,"end_line":19,"fragment":"docs-route","pointer":"","start_column":1,"start_line":19},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:docs-route","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:5fc97d5ef4bec23819866dfc","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:5fc97d5ef4bec23819866dfc","label":"ABYSS-STACK-D-0059 Runtime Route Contracts Validator Module","locator":{"end_column":131,"end_line":749,"fragment":"","pointer":"","start_column":3,"start_line":749},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-routes","target_ref":"../ABYSS-STACK-D-0059-runtime-route-contracts-validator-module.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:749:3:0:../ABYSS-STACK-D-0059-runtime-route-contracts-validator-module.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/59.jsonl b/kag/indexes/shards/anchor/59.jsonl
index ec976bf80f..89944b4f95 100644
--- a/kag/indexes/shards/anchor/59.jsonl
+++ b/kag/indexes/shards/anchor/59.jsonl
@@ -33,9 +33,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb:aoa:abyss-stack:anchor:d54047aedea901e8ee376a9c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d54047aedea901e8ee376a9c","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60aeecd638520af8778777c7:aoa:abyss-stack:anchor:4326f146b6e7521d2f548398","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4326f146b6e7521d2f548398","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:60aeecd638520af8778777c7","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4:aoa:abyss-stack:anchor:f043da03eea3455dfdac05fe","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f043da03eea3455dfdac05fe","label":"contract_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/contract_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/contract_id","source_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:58932192b8f1bf5d6635c2b9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:58932192b8f1bf5d6635c2b9","label":"test_persisted_observations_are_rederived_from_source_bytes","locator":{"end_column":10,"end_line":2670,"fragment":"","pointer":"","start_column":5,"start_line":2646},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:self.runtime.current_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:self.runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_persisted_observations_are_rederived_from_source_bytes","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:4f316588703339a65f0cd1cc","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:4f316588703339a65f0cd1cc","label":"harvest","locator":{"end_column":8,"end_line":39,"fragment":"","pointer":"/harvest","start_column":1,"start_line":39},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/harvest","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:67fe99d76a6342f974c26385:aoa:abyss-stack:anchor:b77c128a4940eeebfb1620db","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b77c128a4940eeebfb1620db","label":"observation_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/observation_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/observation_id","source_id":"aoa:abyss-stack:artifact:67fe99d76a6342f974c26385","symbol_kind":"json_key"}
-{"_key":"anchor:aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b:aoa:abyss-stack:anchor:1f3a9c0b1884027d3a012133","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:1f3a9c0b1884027d3a012133","label":"../machine-fit/README.md","locator":{"end_column":75,"end_line":33,"fragment":"","pointer":"","start_column":23,"start_line":33},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:current-bridges","target_ref":"../machine-fit/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:33:23:0:../machine-fit/README.md","source_id":"aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7e2dc256b75fee0fdb6cef41:aoa:abyss-stack:anchor:8ba75ab61876571088940cca","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:8ba75ab61876571088940cca","label":"schemas/router-entry.schema.json","locator":{"end_column":36,"end_line":28,"fragment":"","pointer":"/required_files/22","start_column":3,"start_line":28},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/required_files/22","source_id":"aoa:abyss-stack:artifact:7e2dc256b75fee0fdb6cef41","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8175622d8775ba536a76f83b:aoa:abyss-stack:anchor:3b006b6751d6106d5344c147","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3b006b6751d6106d5344c147","label":"source_receipt_refs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/source_receipt_refs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/source_receipt_refs","source_id":"aoa:abyss-stack:artifact:8175622d8775ba536a76f83b","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8da171a6dd9d6a46d4215d00:aoa:abyss-stack:anchor:6489f6fede74b0e0402e7d44","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:6489f6fede74b0e0402e7d44","label":"schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema","source_id":"aoa:abyss-stack:artifact:8da171a6dd9d6a46d4215d00","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/5a.jsonl b/kag/indexes/shards/anchor/5a.jsonl
index ca60a5d982..b99d5255e1 100644
--- a/kag/indexes/shards/anchor/5a.jsonl
+++ b/kag/indexes/shards/anchor/5a.jsonl
@@ -66,12 +66,15 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:3b0b70ca1ccdd7d565615897","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3b0b70ca1ccdd7d565615897","label":"collect_evidence_payload","locator":{"end_column":19,"end_line":982,"fragment":"","pointer":"","start_column":1,"start_line":965},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:TRIALS.collect_applicable_agents_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:patched_repo_root_for_w5"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"collect_evidence_payload","semantic_key":"python:function:collect_evidence_payload","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8fa1c371a39ffb674d607d97:aoa:abyss-stack:anchor:6fc40c9c0e8529ecf048c375","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6fc40c9c0e8529ecf048c375","label":"_utc_now","locator":{"end_column":50,"end_line":103,"fragment":"","pointer":"","start_column":1,"start_line":102},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_utc_now","target_ref":"python:datetime.now"}],"parser_ref":"python-ast@1","qualified_name":"_utc_now","semantic_key":"python:function:_utc_now","source_id":"aoa:abyss-stack:artifact:8fa1c371a39ffb674d607d97","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9035adedf9ee9a1b9e3834d9:aoa:abyss-stack:anchor:70a4060c74751ad71bc0d9c2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:70a4060c74751ad71bc0d9c2","label":"provider_manifest","locator":{"end_column":60,"end_line":257,"fragment":"","pointer":"","start_column":5,"start_line":251},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.provider_manifest","target_ref":"python:KeyError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.provider_manifest","target_ref":"python:_provider_child_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.provider_manifest","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.provider_manifest","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.provider_manifest","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.provider_manifest","target_ref":"python:self.provider"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.provider_manifest","target_ref":"python:self.provider_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.provider_manifest","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"AoAKagMCPState.provider_manifest","semantic_key":"python:method:AoAKagMCPState.provider_manifest","source_id":"aoa:abyss-stack:artifact:9035adedf9ee9a1b9e3834d9","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:9cbb48984aacbe128e9c6bb0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9cbb48984aacbe128e9c6bb0","label":"LIVE Code Intelligence","locator":{"end_column":24,"end_line":1,"fragment":"live-code-intelligence","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:live-code-intelligence","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:95106047c2fb983ec10b6c4a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:95106047c2fb983ec10b6c4a","label":"session_window","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/session_window","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/session_window","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9:aoa:abyss-stack:anchor:1a299fe27bb7a1e9e8ed0388","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1a299fe27bb7a1e9e8ed0388","label":"wait_ready","locator":{"end_column":50,"end_line":139,"fragment":"","pointer":"","start_column":1,"start_line":126},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wait_ready","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wait_ready","target_ref":"python:TimeoutError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wait_ready","target_ref":"python:child.poll"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wait_ready","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wait_ready","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wait_ready","target_ref":"python:time.sleep"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wait_ready","target_ref":"python:urllib.request.urlopen"}],"parser_ref":"python-ast@1","qualified_name":"wait_ready","semantic_key":"python:function:wait_ready","source_id":"aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9:aoa:abyss-stack:anchor:ca4f2b98fb9885b0a6a3f496","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ca4f2b98fb9885b0a6a3f496","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c15f385bbc1a5a35366bcde:aoa:abyss-stack:anchor:ac95368b396d4e9865be15ee","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ac95368b396d4e9865be15ee","label":"main","locator":{"end_column":61,"end_line":149,"fragment":"","pointer":"","start_column":1,"start_line":74},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.audit_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.default_request_template"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.handoff_brief_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.list_runs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.materialize_canary_requests"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.prepare_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.render_review_handoff_bundle_brief"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.render_run_index_explain"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.render_status_explain"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.replay_review_packets"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.request_from_canary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.resume_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:governed.status_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target.write_text"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:9c15f385bbc1a5a35366bcde","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e2e7088546da822b0544de2:aoa:abyss-stack:anchor:86c9b66cedbb069708c570df","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:86c9b66cedbb069708c570df","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:9e2e7088546da822b0544de2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9ee2698c6e40371183b10fdd:aoa:abyss-stack:anchor:f3e948753f9526a9c463c0a8","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:f3e948753f9526a9c463c0a8","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9ee2698c6e40371183b10fdd","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:1d476f14815f555af7f96100","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1d476f14815f555af7f96100","label":"_positive_integer","locator":{"end_column":17,"end_line":676,"fragment":"","pointer":"","start_column":1,"start_line":673},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_positive_integer","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_positive_integer","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_positive_integer","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"_positive_integer","semantic_key":"python:function:_positive_integer","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:560f7f284efb6133e03eb7b7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:560f7f284efb6133e03eb7b7","label":"_remove_snapshot_path","locator":{"end_column":23,"end_line":3608,"fragment":"","pointer":"","start_column":5,"start_line":3584},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:path.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:path.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:path.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:shutil.rmtree"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:snapshot_root.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:snapshot_root.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:snapshot_root.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:snapshot_root.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._remove_snapshot_path","target_ref":"python:snapshot_root.rglob"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._remove_snapshot_path","semantic_key":"python:method:ManagedLspSession._remove_snapshot_path","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:7715c0b84d37856fcb008047","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7715c0b84d37856fcb008047","label":"build_graph","locator":{"end_column":27,"end_line":2785,"fragment":"","pointer":"","start_column":1,"start_line":2032},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:StateGraph"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_edge"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.add_node"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph","target_ref":"python:graph.compile"}],"parser_ref":"python-ast@1","qualified_name":"build_graph","semantic_key":"python:function:build_graph","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a87d5c2cb7765f364a9a7d58:aoa:abyss-stack:anchor:9332e2803dd57d151571a9c6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9332e2803dd57d151571a9c6","label":"legacy","locator":{"end_column":8,"end_line":1,"fragment":"legacy","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:legacy","source_id":"aoa:abyss-stack:artifact:a87d5c2cb7765f364a9a7d58","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac0ab86ff3ab4ebcda94bc5b:aoa:abyss-stack:anchor:c741b0d7132bfd0592e8de80","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c741b0d7132bfd0592e8de80","label":"Mechanic card","locator":{"end_column":16,"end_line":3,"fragment":"mechanic-card","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:mechanic-card","source_id":"aoa:abyss-stack:artifact:ac0ab86ff3ab4ebcda94bc5b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/5b.jsonl b/kag/indexes/shards/anchor/5b.jsonl
index e9431a04d6..7df50a4f3f 100644
--- a/kag/indexes/shards/anchor/5b.jsonl
+++ b/kag/indexes/shards/anchor/5b.jsonl
@@ -51,11 +51,13 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8c201082d640e3054dfcbcf8:aoa:abyss-stack:anchor:794866d4c5dbf9c8c1010707","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:794866d4c5dbf9c8c1010707","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:8c201082d640e3054dfcbcf8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8c94c4fc2ecfa8cdf56ae954:aoa:abyss-stack:anchor:9be69e6979d77218775b5512","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9be69e6979d77218775b5512","label":"Exit condition","locator":{"end_column":17,"end_line":29,"fragment":"exit-condition","pointer":"","start_column":1,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:exit-condition","source_id":"aoa:abyss-stack:artifact:8c94c4fc2ecfa8cdf56ae954","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8e69b96179bd10fef061bf6f:aoa:abyss-stack:anchor:cd9d1fef455239bf22330bb5","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:cd9d1fef455239bf22330bb5","label":"`rag`","locator":{"end_column":9,"end_line":141,"fragment":"rag","pointer":"","start_column":1,"start_line":141},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rag","source_id":"aoa:abyss-stack:artifact:8e69b96179bd10fef061bf6f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:6ee51c9e0cc92053ab6bcb91","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6ee51c9e0cc92053ab6bcb91","label":"Must not claim","locator":{"end_column":18,"end_line":170,"fragment":"must-not-claim","pointer":"","start_column":1,"start_line":170},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:must-not-claim","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:93282b05d499b207d902297d:aoa:abyss-stack:anchor:4568c7a4024f65dc5ca58578","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4568c7a4024f65dc5ca58578","label":"load_module","locator":{"end_column":18,"end_line":32,"fragment":"","pointer":"","start_column":1,"start_line":26},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.machinery.SourceFileLoader"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.util.module_from_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.util.spec_from_loader"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:spec.loader.exec_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"load_module","semantic_key":"python:function:load_module","source_id":"aoa:abyss-stack:artifact:93282b05d499b207d902297d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:966ed0e16554acbc0f28ef82:aoa:abyss-stack:anchor:9ce48b4f94b504b530cade5f","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:9ce48b4f94b504b530cade5f","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:966ed0e16554acbc0f28ef82","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:97b64bbbcf02e8be93c6151e:aoa:abyss-stack:anchor:620ecd50b5abb9ef374d556f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:620ecd50b5abb9ef374d556f","label":"live_protocol","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/live_protocol","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/live_protocol","source_id":"aoa:abyss-stack:artifact:97b64bbbcf02e8be93c6151e","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:982c444c1c8cc50bf7fe6689:aoa:abyss-stack:anchor:6cfe764f8f17b65dd4cc196a","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:6cfe764f8f17b65dd4cc196a","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:982c444c1c8cc50bf7fe6689","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:bac51a345a849d233712f24b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bac51a345a849d233712f24b","label":"autosave","locator":{"end_column":41,"end_line":1664,"fragment":"","pointer":"","start_column":5,"start_line":1582},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:_atomic_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:_field_names"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:_sanitize_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:_sanitize_values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:incoming.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:incoming.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:incoming.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:math.isfinite"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:reviewer_ref.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:reviewer_ref.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:reviewer_ref.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:sanitized_rows.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:self.public_session"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:self.state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:self.state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:self.state.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:self.synchronize_session_control"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext.autosave","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"ReviewContext.autosave","semantic_key":"python:method:ReviewContext.autosave","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:17daae0c79933d1b12da9a15","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:17daae0c79933d1b12da9a15","label":"_materialize_runtime_snapshot","locator":{"end_column":18,"end_line":3184,"fragment":"","pointer":"","start_column":5,"start_line":3125},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:_directory_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:destination.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:scratch_root.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:scratch_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:scratch_root.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:scratch_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:self._copy_verified_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:self._remove_snapshot_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._materialize_runtime_snapshot","target_ref":"python:tempfile.mkdtemp"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._materialize_runtime_snapshot","semantic_key":"python:method:ManagedLspSession._materialize_runtime_snapshot","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a384cff6da2bbdfb60be1f3f:aoa:abyss-stack:anchor:3630beea6f50811babd0511e","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:3630beea6f50811babd0511e","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a384cff6da2bbdfb60be1f3f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab302cfacfc362b003846175:aoa:abyss-stack:anchor:a3f53e4b20177b8c9a7cab97","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a3f53e4b20177b8c9a7cab97","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:ab302cfacfc362b003846175","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:758e9c0133fb8051fd1017e1","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:758e9c0133fb8051fd1017e1","label":"ABYSS-STACK-D-0104 Bind KAG Owner Coverage to the Admitted Bundle","locator":{"end_column":143,"end_line":426,"fragment":"","pointer":"","start_column":3,"start_line":426},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:federation-seam","target_ref":"../ABYSS-STACK-D-0104-bind-kag-owner-coverage-to-the-admitted-bundle.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:426:3:0:../ABYSS-STACK-D-0104-bind-kag-owner-coverage-to-the-admitted-bundle.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/5c.jsonl b/kag/indexes/shards/anchor/5c.jsonl
index a41754054f..f274bb8cb3 100644
--- a/kag/indexes/shards/anchor/5c.jsonl
+++ b/kag/indexes/shards/anchor/5c.jsonl
@@ -6,7 +6,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:05895bd71b1d88320a73683f:aoa:abyss-stack:anchor:2be261506ad4105feb409f5c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2be261506ad4105feb409f5c","label":"Boundaries","locator":{"end_column":13,"end_line":20,"fragment":"boundaries","pointer":"","start_column":1,"start_line":20},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:boundaries","source_id":"aoa:abyss-stack:artifact:05895bd71b1d88320a73683f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:2460d9eba27c2d2246ad6ed5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2460d9eba27c2d2246ad6ed5","label":"test_empty_preset_assignment_fails_before_runtime_selection","locator":{"end_column":65,"end_line":679,"fragment":"","pointer":"","start_column":5,"start_line":676},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_empty_preset_assignment_fails_before_runtime_selection","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_empty_preset_assignment_fails_before_runtime_selection","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_empty_preset_assignment_fails_before_runtime_selection","target_ref":"python:self.run_install_systemd"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeLifecycleUserUnitTests.test_empty_preset_assignment_fails_before_runtime_selection","semantic_key":"python:method:RuntimeLifecycleUserUnitTests.test_empty_preset_assignment_fails_before_runtime_selection","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05c103c1f3e103e9b2ebf939:aoa:abyss-stack:anchor:5935451923363bf6870aa792","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5935451923363bf6870aa792","label":"Options considered","locator":{"end_column":21,"end_line":30,"fragment":"options-considered","pointer":"","start_column":1,"start_line":30},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:05c103c1f3e103e9b2ebf939","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:c7af46504e112f0536c98e0a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c7af46504e112f0536c98e0a","label":"Added","locator":{"end_column":9,"end_line":1522,"fragment":"added-3","pointer":"","start_column":1,"start_line":1522},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:added-3","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:c7af46504e112f0536c98e0a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c7af46504e112f0536c98e0a","label":"Added","locator":{"end_column":9,"end_line":1526,"fragment":"added-3","pointer":"","start_column":1,"start_line":1526},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:added-3","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:e6af1275ad62a9cfaaf57c10","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e6af1275ad62a9cfaaf57c10","label":"_document_hit","locator":{"end_column":74,"end_line":903,"fragment":"","pointer":"","start_column":1,"start_line":902},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_document_hit","target_ref":"python:json.loads"}],"parser_ref":"python-ast@1","qualified_name":"_document_hit","semantic_key":"python:function:_document_hit","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0918dfbcc68f5907d706c8f8:aoa:abyss-stack:anchor:911ad1b545954ee2e8837fba","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:911ad1b545954ee2e8837fba","label":"boundary","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/boundary","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/boundary","source_id":"aoa:abyss-stack:artifact:0918dfbcc68f5907d706c8f8","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345:aoa:abyss-stack:anchor:a67062a4bd950ca159b0af6c","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:a67062a4bd950ca159b0af6c","label":"COMMAND_AUTHORITY","locator":{"end_column":165,"end_line":21,"fragment":"","pointer":"","start_column":113,"start_line":21},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:districts","target_ref":"validation/COMMAND_AUTHORITY.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:21:113:1:validation/COMMAND_AUTHORITY.md","source_id":"aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345","symbol_kind":""}
@@ -80,6 +80,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9b93e37b9497d33bdf1e2f9c:aoa:abyss-stack:anchor:02a835a5ba8ba24d7dd6bc9b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:02a835a5ba8ba24d7dd6bc9b","label":"main","locator":{"end_column":6,"end_line":113,"fragment":"","pointer":"","start_column":1,"start_line":28},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:AoAStatsMCPState.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:catalog.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:compatibility.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:compatibility.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:owner.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:server.list_prompts"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:server.list_resource_templates"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:server.list_resources"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:server.list_tools"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.boundary_rules"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.catalog"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.owner_port_read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.owner_port_read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.packet_check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.surface_read"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:9b93e37b9497d33bdf1e2f9c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:574ce065682e7ea811b493b7","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:574ce065682e7ea811b493b7","label":"labels","locator":{"end_column":11,"end_line":12,"fragment":"","pointer":"/services/llama-cpp/labels","start_column":5,"start_line":12},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/labels","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fe6aa68a866d4565732dc8e:aoa:abyss-stack:anchor:0b4a34ccde9607807981b344","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:0b4a34ccde9607807981b344","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9fe6aa68a866d4565732dc8e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:42c2df9a7be7a2ebb897b7eb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:42c2df9a7be7a2ebb897b7eb","label":"canary","locator":{"end_column":58,"end_line":6885,"fragment":"","pointer":"","start_column":5,"start_line":6807},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:records.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:scanned.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:scanned.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:self._operation_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:self._prepare_operation_receipt_directory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:self._refresh_lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:self._run_provider_work_queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:self._scan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:self._source_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:self._state_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:self._write_operation_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:self._write_operation_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.canary","target_ref":"python:sum"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.canary","semantic_key":"python:method:LiveCodeIntelligenceRuntime.canary","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:4e01f0f46f2fc4b7231b8642","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4e01f0f46f2fc4b7231b8642","label":"_state_epoch","locator":{"end_column":67,"end_line":6611,"fragment":"","pointer":"","start_column":5,"start_line":6608},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_epoch","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_epoch","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_epoch","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_epoch","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._state_epoch","semantic_key":"python:method:LiveCodeIntelligenceRuntime._state_epoch","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8:aoa:abyss-stack:anchor:24f3babcb530298319e4d867","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:24f3babcb530298319e4d867","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4:aoa:abyss-stack:anchor:b8a71ff39967c00b2a7716d4","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:b8a71ff39967c00b2a7716d4","label":"wait-smoke","locator":{"end_column":37,"end_line":10,"fragment":"","pointer":"","start_column":3,"start_line":10},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-lifecycle-parts","target_ref":"wait-smoke/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:10:3:0:wait-smoke/README.md","source_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:10593936c08f10575a809131","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:10593936c08f10575a809131","label":"ABYSS-STACK-D-0068 Decision Graph Contract And Impact Packets","locator":{"end_column":135,"end_line":106,"fragment":"","pointer":"","start_column":3,"start_line":106},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:mcp-access-plane","target_ref":"../ABYSS-STACK-D-0068-decision-graph-contract-and-impact-packets.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:106:3:0:../ABYSS-STACK-D-0068-decision-graph-contract-and-impact-packets.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/5d.jsonl b/kag/indexes/shards/anchor/5d.jsonl
index 6916972d94..385672f796 100644
--- a/kag/indexes/shards/anchor/5d.jsonl
+++ b/kag/indexes/shards/anchor/5d.jsonl
@@ -58,6 +58,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:c300778d7b835a8722a3b99d","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:c300778d7b835a8722a3b99d","label":"ABYSS-STACK-D-0099 Owner-Bound Agent OS Execution Lanes","locator":{"end_column":123,"end_line":407,"fragment":"","pointer":"","start_column":3,"start_line":407},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:durable-lifecycle","target_ref":"../ABYSS-STACK-D-0099-owner-bound-agent-os-execution-lanes.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:407:3:0:../ABYSS-STACK-D-0099-owner-bound-agent-os-execution-lanes.md","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8d31c27d03cd4e44e55ad838:aoa:abyss-stack:anchor:af6cff70c34e0c867d0ae512","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:af6cff70c34e0c867d0ae512","label":"Assumption","locator":{"end_column":13,"end_line":305,"fragment":"assumption","pointer":"","start_column":1,"start_line":305},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:assumption","source_id":"aoa:abyss-stack:artifact:8d31c27d03cd4e44e55ad838","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8df64e71d767e629bd06a9c5:aoa:abyss-stack:anchor:b64e29c50d7523270511d4dd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b64e29c50d7523270511d4dd","label":"Evidence packet","locator":{"end_column":18,"end_line":36,"fragment":"evidence-packet","pointer":"","start_column":1,"start_line":36},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:evidence-packet","source_id":"aoa:abyss-stack:artifact:8df64e71d767e629bd06a9c5","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:dc8e4e2aee7a5d168de36a8f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:dc8e4e2aee7a5d168de36a8f","label":"Trigger","locator":{"end_column":11,"end_line":10,"fragment":"trigger","pointer":"","start_column":1,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:trigger","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9783f16d116b4b884f146872:aoa:abyss-stack:anchor:0cc31d3f1a1185265dcaf719","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0cc31d3f1a1185265dcaf719","label":"payload","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/payload","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/payload","source_id":"aoa:abyss-stack:artifact:9783f16d116b4b884f146872","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:3a6208fd593952c80b206b23","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3a6208fd593952c80b206b23","label":"_safe_original_filename","locator":{"end_column":22,"end_line":268,"fragment":"","pointer":"","start_column":1,"start_line":261},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_original_filename","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_original_filename","target_ref":"python:ord"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_original_filename","target_ref":"python:value.replace"}],"parser_ref":"python-ast@1","qualified_name":"_safe_original_filename","semantic_key":"python:function:_safe_original_filename","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b4009591ed6797d6c2c0038:aoa:abyss-stack:anchor:459d1b74afe15b0be0e58579","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:459d1b74afe15b0be0e58579","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9b4009591ed6797d6c2c0038","symbol_kind":""}
@@ -66,6 +67,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9e530f607e7d4eb3f8bca650:aoa:abyss-stack:anchor:8726777645a2b2d2d4534219","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8726777645a2b2d2d4534219","label":"Owner split","locator":{"end_column":14,"end_line":3,"fragment":"owner-split","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:owner-split","source_id":"aoa:abyss-stack:artifact:9e530f607e7d4eb3f8bca650","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9edc65641fd1beee514b461a:aoa:abyss-stack:anchor:52137902b9a097e0b6007d39","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:52137902b9a097e0b6007d39","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:9edc65641fd1beee514b461a","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:7347853d43cd98debc4c488b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7347853d43cd98debc4c488b","label":"snapshot_digest_for_request","locator":{"end_column":6,"end_line":373,"fragment":"","pointer":"","start_column":1,"start_line":358},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:snapshot_digest_for_request","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:snapshot_digest_for_request","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:snapshot_digest_for_request","target_ref":"python:_snapshot_payload"}],"parser_ref":"python-ast@1","qualified_name":"snapshot_digest_for_request","semantic_key":"python:function:snapshot_digest_for_request","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:59671331a9cd1b30aa4061a3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:59671331a9cd1b30aa4061a3","label":"_scan","locator":{"end_column":21,"end_line":4216,"fragment":"","pointer":"","start_column":5,"start_line":4138},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:_contains_surrogate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:metadata.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:os.walk"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:self._read_source_metadata"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:self.config.source_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:self.config.source_root.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._scan","target_ref":"python:target.setdefault"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._scan","semantic_key":"python:method:LiveCodeIntelligenceRuntime._scan","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d:aoa:abyss-stack:anchor:5ad8f19e4cedd3f860f2cc3e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5ad8f19e4cedd3f860f2cc3e","label":"GitHub Homepage README Selection","locator":{"end_column":34,"end_line":1,"fragment":"github-homepage-readme-selection","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:github-homepage-readme-selection","source_id":"aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:4d20674846ccae02598f5bc2","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:4d20674846ccae02598f5bc2","label":"ABYSS-STACK-D-0047 Federation Upstream Compatibility Language Split","locator":{"end_column":147,"end_line":321,"fragment":"","pointer":"","start_column":3,"start_line":321},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:compatibility-bridge","target_ref":"../ABYSS-STACK-D-0047-federation-upstream-compatibility-language-split.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:321:3:0:../ABYSS-STACK-D-0047-federation-upstream-compatibility-language-split.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:7f1e02c9e78e042ba5d21b69","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:7f1e02c9e78e042ba5d21b69","label":"ABYSS-STACK-D-0074 Telegram and Discord Connector MCP Access Planes","locator":{"end_column":143,"end_line":71,"fragment":"","pointer":"","start_column":3,"start_line":71},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:sourceruntime-boundary","target_ref":"../ABYSS-STACK-D-0074-telegram-discord-connector-mcp-access-planes.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:71:3:0:../ABYSS-STACK-D-0074-telegram-discord-connector-mcp-access-planes.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/5e.jsonl b/kag/indexes/shards/anchor/5e.jsonl
index 04c2c87bcd..dc11d5c170 100644
--- a/kag/indexes/shards/anchor/5e.jsonl
+++ b/kag/indexes/shards/anchor/5e.jsonl
@@ -31,6 +31,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5a53f3f5293b0761e992f2c8:aoa:abyss-stack:anchor:f452bd7f681b4571fa2f29fe","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f452bd7f681b4571fa2f29fe","label":"test_parse_key_value_tokens_keeps_overlay_csv","locator":{"end_column":10,"end_line":53,"fragment":"","pointer":"","start_column":5,"start_line":41},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OptimizationAuditStatusTests.test_parse_key_value_tokens_keeps_overlay_csv","target_ref":"python:optimization_audit_status.parse_key_value_tokens"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OptimizationAuditStatusTests.test_parse_key_value_tokens_keeps_overlay_csv","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OptimizationAuditStatusTests.test_parse_key_value_tokens_keeps_overlay_csv","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OptimizationAuditStatusTests.test_parse_key_value_tokens_keeps_overlay_csv","target_ref":"python:self.assertEqual"}],"parser_ref":"python-ast@1","qualified_name":"OptimizationAuditStatusTests.test_parse_key_value_tokens_keeps_overlay_csv","semantic_key":"python:method:OptimizationAuditStatusTests.test_parse_key_value_tokens_keeps_overlay_csv","source_id":"aoa:abyss-stack:artifact:5a53f3f5293b0761e992f2c8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60102ce2ac9bfd0bfb18d44c:aoa:abyss-stack:anchor:79178edb3707ed2d6ac8e1a6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:79178edb3707ed2d6ac8e1a6","label":"Governed Execution Direction","locator":{"end_column":30,"end_line":1,"fragment":"governed-execution-direction","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:governed-execution-direction","source_id":"aoa:abyss-stack:artifact:60102ce2ac9bfd0bfb18d44c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f:aoa:abyss-stack:anchor:03bc277864c0cf2dcffbfa7e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:03bc277864c0cf2dcffbfa7e","label":"Active route","locator":{"end_column":15,"end_line":61,"fragment":"active-route","pointer":"","start_column":1,"start_line":61},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:active-route","source_id":"aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:01bff945c3d02daa8f1191b0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:01bff945c3d02daa8f1191b0","label":"test_persisted_snapshot_survives_expired_machine_health","locator":{"end_column":80,"end_line":2624,"fragment":"","pointer":"","start_column":5,"start_line":2605},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:self.assertIsNotNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_persisted_snapshot_survives_expired_machine_health","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:2b8a2a3ffc9e7943b8955215","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2b8a2a3ffc9e7943b8955215","label":"test_python_definition_expressions_remain_in_enclosing_scope","locator":{"end_column":56,"end_line":2548,"fragment":"","pointer":"","start_column":5,"start_line":2530},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_python_definition_expressions_remain_in_enclosing_scope","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_python_definition_expressions_remain_in_enclosing_scope","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_python_definition_expressions_remain_in_enclosing_scope","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_python_definition_expressions_remain_in_enclosing_scope","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_python_definition_expressions_remain_in_enclosing_scope","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_python_definition_expressions_remain_in_enclosing_scope","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_python_definition_expressions_remain_in_enclosing_scope","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_python_definition_expressions_remain_in_enclosing_scope","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66a0c6753c50121f2e8dc629:aoa:abyss-stack:anchor:80b84f5a4107b765a3cf00ca","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:80b84f5a4107b765a3cf00ca","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:66a0c6753c50121f2e8dc629","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:69a5dc57095a5041045b42e0:aoa:abyss-stack:anchor:82200199c4627d235aeda0d4","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:82200199c4627d235aeda0d4","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:69a5dc57095a5041045b42e0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b:aoa:abyss-stack:anchor:7d76378b12ef769547f9a552","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:7d76378b12ef769547f9a552","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","symbol_kind":""}
@@ -51,6 +53,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:95cbd41d1d4257dbb5dac6dc:aoa:abyss-stack:anchor:72eccfe43d95c16e2f0b657a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:72eccfe43d95c16e2f0b657a","label":"Follow-up route","locator":{"end_column":18,"end_line":104,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":104},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:95cbd41d1d4257dbb5dac6dc","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:95eb8fce8d87254e169ac5c1:aoa:abyss-stack:anchor:fee01db480ce37287bdbf8f5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:fee01db480ce37287bdbf8f5","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:95eb8fce8d87254e169ac5c1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9840f3af69e7348061720de2:aoa:abyss-stack:anchor:98ade0828e4a7493b5183cf3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:98ade0828e4a7493b5183cf3","label":"Consequences","locator":{"end_column":15,"end_line":65,"fragment":"consequences","pointer":"","start_column":1,"start_line":65},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:9840f3af69e7348061720de2","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:3f3afd8577ffdd19779ee2f5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3f3afd8577ffdd19779ee2f5","label":"__iter__","locator":{"end_column":35,"end_line":238,"fragment":"","pointer":"","start_column":5,"start_line":237},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_AuthenticatedMachineEvidence.__iter__","target_ref":"python:iter"}],"parser_ref":"python-ast@1","qualified_name":"_AuthenticatedMachineEvidence.__iter__","semantic_key":"python:method:_AuthenticatedMachineEvidence.__iter__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d:aoa:abyss-stack:anchor:2423a9644ac556d6d5ed634b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2423a9644ac556d6d5ed634b","label":"Rationale","locator":{"end_column":12,"end_line":38,"fragment":"rationale","pointer":"","start_column":1,"start_line":38},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:fe30e32a7f0a0438be65d07a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fe30e32a7f0a0438be65d07a","label":"load_scenario","locator":{"end_column":10,"end_line":2149,"fragment":"","pointer":"","start_column":5,"start_line":2126},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.load_scenario","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.load_scenario","semantic_key":"python:method:build_graph.load_scenario","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a31465c53e46ca5ec784317e:aoa:abyss-stack:anchor:e753deaeb9d182d3509bdc12","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e753deaeb9d182d3509bdc12","label":"_required_from_registry_style","locator":{"end_column":22,"end_line":259,"fragment":"","pointer":"","start_column":1,"start_line":256},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_required_from_registry_style","semantic_key":"python:function:_required_from_registry_style","source_id":"aoa:abyss-stack:artifact:a31465c53e46ca5ec784317e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/60.jsonl b/kag/indexes/shards/anchor/60.jsonl
index 129f0910f4..a3015f9214 100644
--- a/kag/indexes/shards/anchor/60.jsonl
+++ b/kag/indexes/shards/anchor/60.jsonl
@@ -73,6 +73,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:94a87e80213bf92a684115ee:aoa:abyss-stack:anchor:a7066d011829390acac92618","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:a7066d011829390acac92618","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:94a87e80213bf92a684115ee","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:97137214eb27b7b2f3b205a2:aoa:abyss-stack:anchor:615fc113cf05e396f325b6bf","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:615fc113cf05e396f325b6bf","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:97137214eb27b7b2f3b205a2","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:97b64bbbcf02e8be93c6151e:aoa:abyss-stack:anchor:8b22f6a3bb9326f713af4286","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:8b22f6a3bb9326f713af4286","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:97b64bbbcf02e8be93c6151e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:28f71f1a53617d4a63754957","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:28f71f1a53617d4a63754957","label":"machine_binding_identity","locator":{"end_column":71,"end_line":2498,"fragment":"","pointer":"","start_column":5,"start_line":2497},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.machine_binding_identity","target_ref":"python:_validate_machine_binding_payload"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceConfig.machine_binding_identity","semantic_key":"python:method:LiveCodeIntelligenceConfig.machine_binding_identity","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:60af5e0d1924f3cf9b5bfb29","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:60af5e0d1924f3cf9b5bfb29","label":"_sha256_reference","locator":{"end_column":16,"end_line":683,"fragment":"","pointer":"","start_column":1,"start_line":679},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_reference","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_reference","target_ref":"python:_is_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_reference","target_ref":"python:_non_empty_string"}],"parser_ref":"python-ast@1","qualified_name":"_sha256_reference","semantic_key":"python:function:_sha256_reference","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:21c06e3646eb249a543845df","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:21c06e3646eb249a543845df","label":"work_mem=${AOA_POSTGRES_WORK_MEM","locator":{"end_column":48,"end_line":42,"fragment":"","pointer":"/services/postgres/command/4/work_mem=${AOA_POSTGRES_WORK_MEM","start_column":7,"start_line":42},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/command/4/work_mem=${AOA_POSTGRES_WORK_MEM","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576:aoa:abyss-stack:anchor:83eacd1c03ac67ab3f05e258","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:83eacd1c03ac67ab3f05e258","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab93c89556a12defe26957ed:aoa:abyss-stack:anchor:fb7d93c84c2a49274a9233fa","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:fb7d93c84c2a49274a9233fa","label":"source_revisions","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/source_revisions","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/source_revisions","source_id":"aoa:abyss-stack:artifact:ab93c89556a12defe26957ed","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/61.jsonl b/kag/indexes/shards/anchor/61.jsonl
index 33087c466f..28424c4cd2 100644
--- a/kag/indexes/shards/anchor/61.jsonl
+++ b/kag/indexes/shards/anchor/61.jsonl
@@ -7,8 +7,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345:aoa:abyss-stack:anchor:90e5960b125713f4c38d0a50","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:90e5960b125713f4c38d0a50","label":"runtime/ARCHITECTURE","locator":{"end_column":50,"end_line":30,"fragment":"","pointer":"","start_column":3,"start_line":30},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:start-here","target_ref":"runtime/ARCHITECTURE.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:30:3:0:runtime/ARCHITECTURE.md","source_id":"aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e681a549cdaa5bf91c4cb43:aoa:abyss-stack:anchor:0f5a9b788defb6132b24660e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:0f5a9b788defb6132b24660e","label":"activation","locator":{"end_column":11,"end_line":28,"fragment":"","pointer":"/activation","start_column":1,"start_line":28},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/activation","source_id":"aoa:abyss-stack:artifact:0e681a549cdaa5bf91c4cb43","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:10997f074985998dc3d8a9ad:aoa:abyss-stack:anchor:e0ac8b4b5a92005a160f07e4","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e0ac8b4b5a92005a160f07e4","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:10997f074985998dc3d8a9ad","symbol_kind":"json_key"}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:8322da0a1b0fac224b7fd7e7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8322da0a1b0fac224b7fd7e7","label":"test_active_examples_validate_against_schema_contracts","locator":{"end_column":63,"end_line":770,"fragment":"","pointer":"","start_column":1,"start_line":768},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_examples_validate_against_schema_contracts","target_ref":"python:validate_payload"}],"parser_ref":"python-ast@1","qualified_name":"test_active_examples_validate_against_schema_contracts","semantic_key":"python:function:test_active_examples_validate_against_schema_contracts","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:ded6882d9d41a1edafda3a34","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ded6882d9d41a1edafda3a34","label":"validate_payload","locator":{"end_column":61,"end_line":455,"fragment":"","pointer":"","start_column":1,"start_line":425},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:AssertionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:validator.validate"}],"parser_ref":"python-ast@1","qualified_name":"validate_payload","semantic_key":"python:function:validate_payload","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:8322da0a1b0fac224b7fd7e7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8322da0a1b0fac224b7fd7e7","label":"test_active_examples_validate_against_schema_contracts","locator":{"end_column":63,"end_line":782,"fragment":"","pointer":"","start_column":1,"start_line":780},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_examples_validate_against_schema_contracts","target_ref":"python:validate_payload"}],"parser_ref":"python-ast@1","qualified_name":"test_active_examples_validate_against_schema_contracts","semantic_key":"python:function:test_active_examples_validate_against_schema_contracts","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:ded6882d9d41a1edafda3a34","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ded6882d9d41a1edafda3a34","label":"validate_payload","locator":{"end_column":61,"end_line":467,"fragment":"","pointer":"","start_column":1,"start_line":437},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:AssertionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_payload","target_ref":"python:validator.validate"}],"parser_ref":"python-ast@1","qualified_name":"validate_payload","semantic_key":"python:function:validate_payload","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1d7dfe971174a0154a138980:aoa:abyss-stack:anchor:4ce3fc11356df12728a820c7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4ce3fc11356df12728a820c7","label":"test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","locator":{"end_column":10,"end_line":682,"fragment":"","pointer":"","start_column":1,"start_line":626},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:first_payload.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:first_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:kraken_party_ocr.compare_kraken_party_runs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:second_payload.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:second_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","semantic_key":"python:function:test_kraken_party_repeat_comparison_separates_canonical_and_raw_byte_identity","source_id":"aoa:abyss-stack:artifact:1d7dfe971174a0154a138980","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1d7dfe971174a0154a138980:aoa:abyss-stack:anchor:f315177b0168811cfbe38ed0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f315177b0168811cfbe38ed0","label":"fake_readiness","locator":{"end_column":88,"end_line":2603,"fragment":"","pointer":"","start_column":5,"start_line":2600},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"test_cli_translation_gate_returns_two_while_human_source_review_is_blocked.fake_readiness","semantic_key":"python:method:test_cli_translation_gate_returns_two_while_human_source_review_is_blocked.fake_readiness","source_id":"aoa:abyss-stack:artifact:1d7dfe971174a0154a138980","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1dbb30958e1bf1da998293a0:aoa:abyss-stack:anchor:ae377bdd8373f5c0be411eb4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ae377bdd8373f5c0be411eb4","label":"require_fresh","locator":{"end_column":10,"end_line":259,"fragment":"","pointer":"","start_column":5,"start_line":246},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADecisionsMCPState.require_fresh","target_ref":"python:DecisionGraphCacheUnavailable"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADecisionsMCPState.require_fresh","target_ref":"python:self._freshness_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADecisionsMCPState.require_fresh","target_ref":"python:self.cache_posture"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADecisionsMCPState.require_fresh","target_ref":"python:self.cached_summary"}],"parser_ref":"python-ast@1","qualified_name":"AoADecisionsMCPState.require_fresh","semantic_key":"python:method:AoADecisionsMCPState.require_fresh","source_id":"aoa:abyss-stack:artifact:1dbb30958e1bf1da998293a0","symbol_kind":"method"}
@@ -36,6 +36,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:9c36869b197581d9568c85d2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9c36869b197581d9568c85d2","label":"__init__","locator":{"end_column":34,"end_line":120,"fragment":"","pointer":"","start_column":5,"start_line":118},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LandingEffectGrantError.__init__","target_ref":"python:super"}],"parser_ref":"python-ast@1","qualified_name":"LandingEffectGrantError.__init__","semantic_key":"python:method:LandingEffectGrantError.__init__","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:635296c34b56b53915a261c9:aoa:abyss-stack:anchor:aec34ca40edc6a8c6537d676","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:aec34ca40edc6a8c6537d676","label":"runtime-lifecycle","locator":{"end_column":56,"end_line":52,"fragment":"","pointer":"","start_column":5,"start_line":52},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:next-route","target_ref":"../runtime-lifecycle/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:52:5:0:../runtime-lifecycle/README.md","source_id":"aoa:abyss-stack:artifact:635296c34b56b53915a261c9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:c0453276fb3e3fb3d9af423e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c0453276fb3e3fb3d9af423e","label":"aoa_decisions_changed_path","locator":{"end_column":83,"end_line":337,"fragment":"","pointer":"","start_column":9,"start_line":331},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.aoa_decisions_changed_path","target_ref":"python:current_state"}],"parser_ref":"python-ast@1","qualified_name":"build_server.aoa_decisions_changed_path","semantic_key":"python:method:build_server.aoa_decisions_changed_path","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:6e1e68dd12953317e6593af7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6e1e68dd12953317e6593af7","label":"broken_walk","locator":{"end_column":28,"end_line":3050,"fragment":"","pointer":"","start_column":9,"start_line":3048},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_traversal_error_fails_refresh.broken_walk","target_ref":"python:iter"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_source_traversal_error_fails_refresh.broken_walk","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_source_traversal_error_fails_refresh.broken_walk","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:07a81a86288a011ecb010281","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:07a81a86288a011ecb010281","label":"residuals","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/residuals","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/residuals","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7939fb423140de0a4b026e64:aoa:abyss-stack:anchor:c41735c8b491888572194f93","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:c41735c8b491888572194f93","label":"entrypoint","locator":{"end_column":15,"end_line":6,"fragment":"","pointer":"/services/llama-cpp/entrypoint","start_column":5,"start_line":6},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/entrypoint","source_id":"aoa:abyss-stack:artifact:7939fb423140de0a4b026e64","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:795992a5745bace0747ef607:aoa:abyss-stack:anchor:6d6f5bd1dcb01cddf70759dc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6d6f5bd1dcb01cddf70759dc","label":"_within","locator":{"end_column":16,"end_line":792,"fragment":"","pointer":"","start_column":1,"start_line":787},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_within","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_within","target_ref":"python:root.resolve"}],"parser_ref":"python-ast@1","qualified_name":"_within","semantic_key":"python:function:_within","source_id":"aoa:abyss-stack:artifact:795992a5745bace0747ef607","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7cc5243761eb685bab50e5d2:aoa:abyss-stack:anchor:879f66db72f4957fdff67d94","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:879f66db72f4957fdff67d94","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:7cc5243761eb685bab50e5d2","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/62.jsonl b/kag/indexes/shards/anchor/62.jsonl
index 3c51e19e62..100610aa3c 100644
--- a/kag/indexes/shards/anchor/62.jsonl
+++ b/kag/indexes/shards/anchor/62.jsonl
@@ -46,6 +46,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56:aoa:abyss-stack:anchor:59995d852e90db6db9b10844","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:59995d852e90db6db9b10844","label":"_canonical_json","locator":{"end_column":90,"end_line":92,"fragment":"","pointer":"","start_column":1,"start_line":91},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_json","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"_canonical_json","semantic_key":"python:function:_canonical_json","source_id":"aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4:aoa:abyss-stack:anchor:0cb1b59c01a35bc2e41e3824","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0cb1b59c01a35bc2e41e3824","label":"_is_under","locator":{"end_column":16,"end_line":47,"fragment":"","pointer":"","start_column":1,"start_line":42},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_under","target_ref":"python:path.relative_to"}],"parser_ref":"python-ast@1","qualified_name":"_is_under","semantic_key":"python:function:_is_under","source_id":"aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:660e2950a58394d7861b50f4:aoa:abyss-stack:anchor:b240e4827eb22a1f5dd2e43a","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:b240e4827eb22a1f5dd2e43a","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:660e2950a58394d7861b50f4","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:e5092e161ebcbdaaf1742274","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e5092e161ebcbdaaf1742274","label":"test_initial_refresh_emits_provider_neutral_live_handles","locator":{"end_column":43,"end_line":322,"fragment":"","pointer":"","start_column":5,"start_line":246},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:receipt.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertGreaterEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertGreaterEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.runtime.candidate_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.runtime.current_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.runtime.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.runtime.references"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_initial_refresh_emits_provider_neutral_live_handles","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:3373fb34d03180c4efba6bf1","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:3373fb34d03180c4efba6bf1","label":"build","locator":{"end_column":82,"end_line":3,"fragment":"","pointer":"/services/babelvox-tts/build","start_column":5,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/build","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a886c44d0ef5560636e39b0:aoa:abyss-stack:anchor:66e312af10b1bed9c4648be6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:66e312af10b1bed9c4648be6","label":"Evidence Surfaces","locator":{"end_column":20,"end_line":50,"fragment":"evidence-surfaces","pointer":"","start_column":1,"start_line":50},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:evidence-surfaces","source_id":"aoa:abyss-stack:artifact:6a886c44d0ef5560636e39b0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379:aoa:abyss-stack:anchor:bc2b58c0a94c87cb8d0658a9","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:bc2b58c0a94c87cb8d0658a9","label":"Options considered","locator":{"end_column":21,"end_line":40,"fragment":"options-considered","pointer":"","start_column":1,"start_line":40},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379","symbol_kind":""}
@@ -73,6 +74,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f:aoa:abyss-stack:anchor:d79024412814900ab9827192","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d79024412814900ab9827192","label":"2026-05-13 - Package card completion","locator":{"end_column":39,"end_line":190,"fragment":"2026-05-13-package-card-completion","pointer":"","start_column":1,"start_line":190},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-05-13-package-card-completion","source_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb:aoa:abyss-stack:anchor:cf8ecb2c76e13ffe13e6e25d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cf8ecb2c76e13ffe13e6e25d","label":"_EmbeddingHandler","locator":{"end_column":10,"end_line":66,"fragment":"","pointer":"","start_column":1,"start_line":43},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_EmbeddingHandler","semantic_key":"python:class:_EmbeddingHandler","source_id":"aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f247929c62566c3c389226e:aoa:abyss-stack:anchor:eaa32675ec722a2fbf30a12d","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:eaa32675ec722a2fbf30a12d","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:9f247929c62566c3c389226e","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:6253b226606f0a806c20b159","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6253b226606f0a806c20b159","label":"_machine_gate_trust_anchor","locator":{"end_column":56,"end_line":1297,"fragment":"","pointer":"","start_column":1,"start_line":1242},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:_base64_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:anchor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:anchor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:anchor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:anchor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:anchor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:raw_bytes.decode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_machine_gate_trust_anchor","target_ref":"python:stat.S_ISREG"}],"parser_ref":"python-ast@1","qualified_name":"_machine_gate_trust_anchor","semantic_key":"python:function:_machine_gate_trust_anchor","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:da07fd1647195799ce0bacfd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:da07fd1647195799ce0bacfd","label":"visit_Call","locator":{"end_column":33,"end_line":2028,"fragment":"","pointer":"","start_column":5,"start_line":2024},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Call","target_ref":"python:_expression_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Call","target_ref":"python:self._relation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Call","target_ref":"python:self.generic_visit"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.visit_Call","semantic_key":"python:method:_PythonObservationVisitor.visit_Call","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8:aoa:abyss-stack:anchor:c5ef3bbd68b56942df2c4703","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c5ef3bbd68b56942df2c4703","label":"claim_limits","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/claim_limits","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/claim_limits","source_id":"aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:c60dbad1e0b196c5a0dad53d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c60dbad1e0b196c5a0dad53d","label":"build_impl_exact_prompt","locator":{"end_column":22,"end_line":1221,"fragment":"","pointer":"","start_column":1,"start_line":1190},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_exact_prompt","target_ref":"python:agents_guidance.rstrip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_exact_prompt","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_exact_prompt","target_ref":"python:textwrap.dedent"}],"parser_ref":"python-ast@1","qualified_name":"build_impl_exact_prompt","semantic_key":"python:function:build_impl_exact_prompt","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:7a0bee13bae20e80fd52b63d","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:7a0bee13bae20e80fd52b63d","label":"ABYSS-STACK-D-0106 Admit One Exact Stack MCP Read Restart Pilot","locator":{"end_column":139,"end_line":123,"fragment":"","pointer":"","start_column":3,"start_line":123},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:mcp-access-plane","target_ref":"../ABYSS-STACK-D-0106-admit-one-exact-stack-mcp-read-restart-pilot.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:123:3:0:../ABYSS-STACK-D-0106-admit-one-exact-stack-mcp-read-restart-pilot.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/64.jsonl b/kag/indexes/shards/anchor/64.jsonl
index d2bbef7a9e..75f5172d4c 100644
--- a/kag/indexes/shards/anchor/64.jsonl
+++ b/kag/indexes/shards/anchor/64.jsonl
@@ -2,6 +2,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:79f63830f19ccf99a04cb832","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:79f63830f19ccf99a04cb832","label":"ABYSS-STACK-D-0007 Inference Pilot Compatibility Gates","locator":{"end_column":155,"end_line":13,"fragment":"","pointer":"","start_column":37,"start_line":13},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0007-inference-pilot-compatibility-gates.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:13:37:0:../ABYSS-STACK-D-0007-inference-pilot-compatibility-gates.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:05828fda95b78d0b8338b21c:aoa:abyss-stack:anchor:8da1fa7a21667d595f66dcc8","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8da1fa7a21667d595f66dcc8","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:05828fda95b78d0b8338b21c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:06e90b2680232344621ce950:aoa:abyss-stack:anchor:77f9d1424bf95b564659799f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:77f9d1424bf95b564659799f","label":"_loopback_transport_security","locator":{"end_column":6,"end_line":144,"fragment":"","pointer":"","start_column":1,"start_line":130},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_loopback_transport_security","target_ref":"python:TransportSecuritySettings"}],"parser_ref":"python-ast@1","qualified_name":"_loopback_transport_security","semantic_key":"python:function:_loopback_transport_security","source_id":"aoa:abyss-stack:artifact:06e90b2680232344621ce950","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79:aoa:abyss-stack:anchor:6343d6436a0bbfa9a0ad86bb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:6343d6436a0bbfa9a0ad86bb","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d3fd5249d88e8dc21a52a9c:aoa:abyss-stack:anchor:24dd9c9eb941f1fde4baf941","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:24dd9c9eb941f1fde4baf941","label":"add_node","locator":{"end_column":23,"end_line":671,"fragment":"","pointer":"","start_column":5,"start_line":668},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_workspace_graph.add_node","target_ref":"python:node.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_workspace_graph.add_node","target_ref":"python:nodes.setdefault"}],"parser_ref":"python-ast@1","qualified_name":"build_workspace_graph.add_node","semantic_key":"python:method:build_workspace_graph.add_node","source_id":"aoa:abyss-stack:artifact:0d3fd5249d88e8dc21a52a9c","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1f16fefe5e114929803cad96:aoa:abyss-stack:anchor:c11a624ee234f33badac6d2c","_kind":"anchor","anchor_kind":"toml_key","id":"aoa:abyss-stack:anchor:c11a624ee234f33badac6d2c","label":"abyss-stack-mcp-proof-packet-bind-consumer","locator":{"end_column":80,"end_line":26,"fragment":"","pointer":"project.scripts.abyss-stack-mcp-proof-packet-bind-consumer","start_column":1,"start_line":26},"outbound_refs":[],"parser_ref":"aoa-toml-path@1","qualified_name":"","semantic_key":"key:project.scripts.abyss-stack-mcp-proof-packet-bind-consumer","source_id":"aoa:abyss-stack:artifact:1f16fefe5e114929803cad96","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:278ef8fa626bfb2cca04a11b:aoa:abyss-stack:anchor:8637f157128a4a94cabfac84","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8637f157128a4a94cabfac84","label":"_ref","locator":{"end_column":6,"end_line":62,"fragment":"","pointer":"","start_column":1,"start_line":56},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ref","target_ref":"python:ContentRef"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ref","target_ref":"python:_digest"}],"parser_ref":"python-ast@1","qualified_name":"_ref","semantic_key":"python:function:_ref","source_id":"aoa:abyss-stack:artifact:278ef8fa626bfb2cca04a11b","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/65.jsonl b/kag/indexes/shards/anchor/65.jsonl
index f447d0cab3..d0d6af182c 100644
--- a/kag/indexes/shards/anchor/65.jsonl
+++ b/kag/indexes/shards/anchor/65.jsonl
@@ -80,6 +80,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:d46d00b609254c5f3bb42834:aoa:abyss-stack:anchor:e21ca55681a2bb18ec765771","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e21ca55681a2bb18ec765771","label":"_utc_now","locator":{"end_column":50,"end_line":34,"fragment":"","pointer":"","start_column":1,"start_line":33},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_utc_now","target_ref":"python:datetime.now"}],"parser_ref":"python-ast@1","qualified_name":"_utc_now","semantic_key":"python:function:_utc_now","source_id":"aoa:abyss-stack:artifact:d46d00b609254c5f3bb42834","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:d764d344fc1798fc744ada2a:aoa:abyss-stack:anchor:bd85d4221bec0522af7416f8","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:bd85d4221bec0522af7416f8","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:d764d344fc1798fc744ada2a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:d8aef8b9a842a066766f5df0:aoa:abyss-stack:anchor:38d2257233fa85b5f4c0bec3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:38d2257233fa85b5f4c0bec3","label":"Purpose","locator":{"end_column":10,"end_line":3,"fragment":"purpose","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:purpose","source_id":"aoa:abyss-stack:artifact:d8aef8b9a842a066766f5df0","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80:aoa:abyss-stack:anchor:43b120a810ccdddd35131c96","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:43b120a810ccdddd35131c96","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:dabec73d868c5780b2759d7e:aoa:abyss-stack:anchor:454820cb8b5ef9f9c27206a3","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:454820cb8b5ef9f9c27206a3","label":"source","locator":{"end_column":7,"end_line":5,"fragment":"","pointer":"/source","start_column":1,"start_line":5},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/source","source_id":"aoa:abyss-stack:artifact:dabec73d868c5780b2759d7e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:e3ba69463ab020df7a70f1a6:aoa:abyss-stack:anchor:f09b8ac9c8a784d30d642b49","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f09b8ac9c8a784d30d642b49","label":"Thesis","locator":{"end_column":9,"end_line":3,"fragment":"thesis","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:thesis","source_id":"aoa:abyss-stack:artifact:e3ba69463ab020df7a70f1a6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:e4f98631d57f5e2350f4e9c7:aoa:abyss-stack:anchor:98e5984d5b8dea79c7c5e687","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:98e5984d5b8dea79c7c5e687","label":"_catalog_source_object","locator":{"end_column":60,"end_line":2565,"fragment":"","pointer":"","start_column":5,"start_line":2560},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._catalog_source_object","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._catalog_source_object","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._catalog_source_object","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState._catalog_source_object","target_ref":"python:item.get"}],"parser_ref":"python-ast@1","qualified_name":"AoAMemoMCPState._catalog_source_object","semantic_key":"python:method:AoAMemoMCPState._catalog_source_object","source_id":"aoa:abyss-stack:artifact:e4f98631d57f5e2350f4e9c7","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/66.jsonl b/kag/indexes/shards/anchor/66.jsonl
index 4aff74b465..afb3fb4807 100644
--- a/kag/indexes/shards/anchor/66.jsonl
+++ b/kag/indexes/shards/anchor/66.jsonl
@@ -42,6 +42,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:66efc95799bd11effc920374:aoa:abyss-stack:anchor:b269ff7dd016271f05ce52e4","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:b269ff7dd016271f05ce52e4","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:66efc95799bd11effc920374","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:e4dcaf60e4134334e15a9341","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e4dcaf60e4134334e15a9341","label":"${AOA_STACK_ROOT","locator":{"end_column":71,"end_line":23,"fragment":"","pointer":"/services/n8n-task-runners/env_file/0/${AOA_STACK_ROOT","start_column":7,"start_line":23},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n-task-runners/env_file/0/${AOA_STACK_ROOT","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b623d738010f930bf73db8a:aoa:abyss-stack:anchor:ec1df35296af1afa64a11eea","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ec1df35296af1afa64a11eea","label":"diagnoses","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/diagnoses","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/diagnoses","source_id":"aoa:abyss-stack:artifact:6b623d738010f930bf73db8a","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:9f4ef560c6484f89d25e5e81","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:9f4ef560c6484f89d25e5e81","label":"changed_source_paths","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/changed_source_paths","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/changed_source_paths","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324:aoa:abyss-stack:anchor:1aa24ae2df5552840be4fd29","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1aa24ae2df5552840be4fd29","label":"retrieval outage honesty","locator":{"end_column":28,"end_line":40,"fragment":"retrieval-outage-honesty","pointer":"","start_column":1,"start_line":40},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:retrieval-outage-honesty","source_id":"aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cabd54d7c73dce3ef63c389:aoa:abyss-stack:anchor:e749fd5d515f9480524ea306","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e749fd5d515f9480524ea306","label":"Production observation composition","locator":{"end_column":37,"end_line":238,"fragment":"production-observation-composition","pointer":"","start_column":1,"start_line":238},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:production-observation-composition","source_id":"aoa:abyss-stack:artifact:6cabd54d7c73dce3ef63c389","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:703502d24547a9161f302adc:aoa:abyss-stack:anchor:cc6835a62e0a516f3948d645","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:cc6835a62e0a516f3948d645","label":"runtime_owner","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/runtime_owner","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/runtime_owner","source_id":"aoa:abyss-stack:artifact:703502d24547a9161f302adc","symbol_kind":"json_key"}
@@ -63,6 +64,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:665a1eb62f401f22630c4149","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:665a1eb62f401f22630c4149","label":"_load_protocol_status","locator":{"end_column":54,"end_line":279,"fragment":"","pointer":"","start_column":1,"start_line":277},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_protocol_status","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_protocol_status","target_ref":"python:_resolve"}],"parser_ref":"python-ast@1","qualified_name":"_load_protocol_status","semantic_key":"python:function:_load_protocol_status","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e530f607e7d4eb3f8bca650:aoa:abyss-stack:anchor:70a1ba4e2b300cc201e77363","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:70a1ba4e2b300cc201e77363","label":"Runtime degradation recovery","locator":{"end_column":32,"end_line":127,"fragment":"runtime-degradation-recovery","pointer":"","start_column":1,"start_line":127},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-degradation-recovery","source_id":"aoa:abyss-stack:artifact:9e530f607e7d4eb3f8bca650","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a08e06a6c24e9ce09be1133c:aoa:abyss-stack:anchor:dd9e956fd73041bd99f7c701","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:dd9e956fd73041bd99f7c701","label":"hook_binding_set_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/hook_binding_set_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/hook_binding_set_id","source_id":"aoa:abyss-stack:artifact:a08e06a6c24e9ce09be1133c","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:f6d8ef7d2347bcb3d1e61956","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f6d8ef7d2347bcb3d1e61956","label":"_fail_pending","locator":{"end_column":21,"end_line":3072,"fragment":"","pointer":"","start_column":5,"start_line":3060},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._fail_pending","target_ref":"python:destination.put_nowait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._fail_pending","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._fail_pending","target_ref":"python:self._pending.values"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._fail_pending","semantic_key":"python:method:ManagedLspSession._fail_pending","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da:aoa:abyss-stack:anchor:7ea5697cf7e24057d93419cc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7ea5697cf7e24057d93419cc","label":"test_relay_materializes_one_event_keyed_context_without_tool_input","locator":{"end_column":43,"end_line":81,"fragment":"","pointer":"","start_column":1,"start_line":61},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:RELAY.handle_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:RELAY.handle_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:base"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:base_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:context_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:directory.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:stat.S_IMODE"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:target.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:target.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:target.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_materializes_one_event_keyed_context_without_tool_input","target_ref":"python:target.stat"}],"parser_ref":"python-ast@1","qualified_name":"test_relay_materializes_one_event_keyed_context_without_tool_input","semantic_key":"python:function:test_relay_materializes_one_event_keyed_context_without_tool_input","source_id":"aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:d0cd5ade7b33fabea2708203","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d0cd5ade7b33fabea2708203","label":"redis","locator":{"end_column":8,"end_line":50,"fragment":"","pointer":"/services/redis","start_column":3,"start_line":50},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/redis","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41:aoa:abyss-stack:anchor:ea4246858a017cab9f004071","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ea4246858a017cab9f004071","label":"Placement map","locator":{"end_column":16,"end_line":14,"fragment":"placement-map","pointer":"","start_column":1,"start_line":14},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:placement-map","source_id":"aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/67.jsonl b/kag/indexes/shards/anchor/67.jsonl
index ea2bddbeba..58759d22d1 100644
--- a/kag/indexes/shards/anchor/67.jsonl
+++ b/kag/indexes/shards/anchor/67.jsonl
@@ -1,6 +1,6 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:0d6b823da434053c9e32527b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0d6b823da434053c9e32527b","label":"git_head","locator":{"end_column":33,"end_line":5368,"fragment":"","pointer":"","start_column":1,"start_line":5364},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:git_head","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:git_head","target_ref":"python:git_command"}],"parser_ref":"python-ast@1","qualified_name":"git_head","semantic_key":"python:function:git_head","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:7c5df168950fdc988582a86c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7c5df168950fdc988582a86c","label":"remove_temp_worktree","locator":{"end_column":22,"end_line":7403,"fragment":"","pointer":"","start_column":1,"start_line":7395},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:remove_temp_worktree","target_ref":"python:git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:remove_temp_worktree","target_ref":"python:shutil.rmtree"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:remove_temp_worktree","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:remove_temp_worktree","target_ref":"python:worktree_path.exists"}],"parser_ref":"python-ast@1","qualified_name":"remove_temp_worktree","semantic_key":"python:function:remove_temp_worktree","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:99a1d97213c4348382d7e1dd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:99a1d97213c4348382d7e1dd","label":"Notes","locator":{"end_column":9,"end_line":1537,"fragment":"notes-2","pointer":"","start_column":1,"start_line":1537},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:notes-2","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:99a1d97213c4348382d7e1dd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:99a1d97213c4348382d7e1dd","label":"Notes","locator":{"end_column":9,"end_line":1541,"fragment":"notes-2","pointer":"","start_column":1,"start_line":1541},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:notes-2","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345:aoa:abyss-stack:anchor:d28cda9233dc18c2f4381244","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:d28cda9233dc18c2f4381244","label":"profiles/PRESETS","locator":{"end_column":42,"end_line":37,"fragment":"","pointer":"","start_column":3,"start_line":37},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:start-here","target_ref":"profiles/PRESETS.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:37:3:0:profiles/PRESETS.md","source_id":"aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e681a549cdaa5bf91c4cb43:aoa:abyss-stack:anchor:fad200459291d738eeb97568","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:fad200459291d738eeb97568","label":"Tree-of-Sophia validator gating stays explicit for any later write path","locator":{"end_column":75,"end_line":39,"fragment":"","pointer":"/evidence/2","start_column":3,"start_line":39},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/evidence/2","source_id":"aoa:abyss-stack:artifact:0e681a549cdaa5bf91c4cb43","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:131bfb571227e2f437d8c061:aoa:abyss-stack:anchor:b28bae44ae797b74f71bf796","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b28bae44ae797b74f71bf796","label":"test_worker_rejects_oversized_byte_ceiling_before_read","locator":{"end_column":43,"end_line":488,"fragment":"","pointer":"","start_column":1,"start_line":472},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_rejects_oversized_byte_ceiling_before_read","target_ref":"python:_request"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_rejects_oversized_byte_ceiling_before_read","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_rejects_oversized_byte_ceiling_before_read","target_ref":"python:run_ephemeral_read_worker"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_rejects_oversized_byte_ceiling_before_read","target_ref":"python:snapshot_digest_for_request"}],"parser_ref":"python-ast@1","qualified_name":"test_worker_rejects_oversized_byte_ceiling_before_read","semantic_key":"python:function:test_worker_rejects_oversized_byte_ceiling_before_read","source_id":"aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","symbol_kind":"function"}
@@ -35,8 +35,10 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8:aoa:abyss-stack:anchor:2264acd759e3275356825a8e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2264acd759e3275356825a8e","label":"_direct_git_config_file_access","locator":{"end_column":58,"end_line":3262,"fragment":"","pointer":"","start_column":1,"start_line":3250},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_direct_git_config_file_access","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_direct_git_config_file_access","target_ref":"python:_git_config_metadata_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_direct_git_config_file_access","target_ref":"python:_jq_git_config_file_access"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_direct_git_config_file_access","target_ref":"python:_pattern_reader_git_config_file_access"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_direct_git_config_file_access","target_ref":"python:any"}],"parser_ref":"python-ast@1","qualified_name":"_direct_git_config_file_access","semantic_key":"python:function:_direct_git_config_file_access","source_id":"aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5248d46645b20dd1100149be:aoa:abyss-stack:anchor:f85d35f664c612dd77cedab8","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f85d35f664c612dd77cedab8","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:5248d46645b20dd1100149be","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5b8dc7d61d8e94ca07152504:aoa:abyss-stack:anchor:cdcb87ec59baed814db5fee2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:cdcb87ec59baed814db5fee2","label":"Inference Pilot Compatibility Validator Module","locator":{"end_column":48,"end_line":1,"fragment":"inference-pilot-compatibility-validator-module","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:inference-pilot-compatibility-validator-module","source_id":"aoa:abyss-stack:artifact:5b8dc7d61d8e94ca07152504","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:ffe0577c9395fb647164e9aa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ffe0577c9395fb647164e9aa","label":"test_unsupported_backslash_path_fails_before_promotion","locator":{"end_column":10,"end_line":2770,"fragment":"","pointer":"","start_column":5,"start_line":2761},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_unsupported_backslash_path_fails_before_promotion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_unsupported_backslash_path_fails_before_promotion","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_unsupported_backslash_path_fails_before_promotion","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_unsupported_backslash_path_fails_before_promotion","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_unsupported_backslash_path_fails_before_promotion","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_unsupported_backslash_path_fails_before_promotion","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_unsupported_backslash_path_fails_before_promotion","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_unsupported_backslash_path_fails_before_promotion","target_ref":"python:unittest.skipUnless"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_unsupported_backslash_path_fails_before_promotion","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_unsupported_backslash_path_fails_before_promotion","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:5f8e8303c1446b71e27b1104","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:5f8e8303c1446b71e27b1104","label":"N8N_NATIVE_PYTHON_RUNNER","locator":{"end_column":38,"end_line":10,"fragment":"","pointer":"/services/n8n/environment/N8N_NATIVE_PYTHON_RUNNER","start_column":7,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n/environment/N8N_NATIVE_PYTHON_RUNNER","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:24fa6b92270172e9705c79fa","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:24fa6b92270172e9705c79fa","label":"summary","locator":{"end_column":112,"end_line":4,"fragment":"","pointer":"/summary","start_column":1,"start_line":4},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/summary","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:f40269044fe0f4b4e604f4f2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f40269044fe0f4b4e604f4f2","label":"lifecycle_component","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/lifecycle_component","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"lifecycle_component","semantic_key":"json:/$defs/lifecycle_component","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a77e9d27858561299e03376:aoa:abyss-stack:anchor:a4c58b590b982dd327554887","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a4c58b590b982dd327554887","label":"stable_registration_unchanged","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/stable_registration_unchanged","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/stable_registration_unchanged","source_id":"aoa:abyss-stack:artifact:6a77e9d27858561299e03376","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:7d2455ecd3257b7a44e882e6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7d2455ecd3257b7a44e882e6","label":"_policy_coordinate","locator":{"end_column":10,"end_line":2980,"fragment":"","pointer":"","start_column":5,"start_line":2970},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._policy_coordinate","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._policy_coordinate","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._policy_coordinate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._policy_coordinate","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._policy_coordinate","semantic_key":"python:method:AgentOSRuntimeBridge._policy_coordinate","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7149349cab8fcfdbcb8fc23e:aoa:abyss-stack:anchor:6f703a4b44c64eeed9bd9c77","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:6f703a4b44c64eeed9bd9c77","label":"source_trust","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/source_trust","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/source_trust","source_id":"aoa:abyss-stack:artifact:7149349cab8fcfdbcb8fc23e","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/68.jsonl b/kag/indexes/shards/anchor/68.jsonl
index 433b68195b..876d377819 100644
--- a/kag/indexes/shards/anchor/68.jsonl
+++ b/kag/indexes/shards/anchor/68.jsonl
@@ -49,6 +49,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:a27b388170dc6b70d41337ed","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a27b388170dc6b70d41337ed","label":"_valid_host","locator":{"end_column":63,"end_line":2110,"fragment":"","pointer":"","start_column":9,"start_line":2109},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._valid_host","target_ref":"python:_host_allowed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._valid_host","target_ref":"python:self.headers.get"}],"parser_ref":"python-ast@1","qualified_name":"_handler_for.WorkbenchHandler._valid_host","semantic_key":"python:method:_handler_for.WorkbenchHandler._valid_host","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f:aoa:abyss-stack:anchor:ae189c47da52689c635b35e8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ae189c47da52689c635b35e8","label":"semantic_targets","locator":{"end_column":20,"end_line":252,"fragment":"","pointer":"","start_column":1,"start_line":238},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:semantic_targets","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:semantic_targets","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:semantic_targets","target_ref":"python:resolved.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:semantic_targets","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"semantic_targets","semantic_key":"python:function:semantic_targets","source_id":"aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d8b1be7502659cea440bd24:aoa:abyss-stack:anchor:7ddc77bf3b4fe43e3de087f0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7ddc77bf3b4fe43e3de087f0","label":"Follow-up route","locator":{"end_column":18,"end_line":122,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":122},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:9d8b1be7502659cea440bd24","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:1217b430362ad49fb531f215","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1217b430362ad49fb531f215","label":"_AuthenticatedMachineEvidence","locator":{"end_column":34,"end_line":241,"fragment":"","pointer":"","start_column":1,"start_line":221},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_AuthenticatedMachineEvidence","semantic_key":"python:class:_AuthenticatedMachineEvidence","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8:aoa:abyss-stack:anchor:46ccf969ba6a3ef4d85043ac","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:46ccf969ba6a3ef4d85043ac","label":"canary","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/canary","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/canary","source_id":"aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:39d644efcd24e537dc0d6d16","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:39d644efcd24e537dc0d6d16","label":"lane","locator":{"end_column":11,"end_line":6,"fragment":"","pointer":"/lane","start_column":1,"start_line":6},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/lane","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:9736efe5b50928287ad20a95","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9736efe5b50928287ad20a95","label":"default_mirror_root_for","locator":{"end_column":70,"end_line":173,"fragment":"","pointer":"","start_column":1,"start_line":172},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:default_mirror_root_for","target_ref":"python:Path"}],"parser_ref":"python-ast@1","qualified_name":"default_mirror_root_for","semantic_key":"python:function:default_mirror_root_for","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/6a.jsonl b/kag/indexes/shards/anchor/6a.jsonl
index cca6083134..11cd642400 100644
--- a/kag/indexes/shards/anchor/6a.jsonl
+++ b/kag/indexes/shards/anchor/6a.jsonl
@@ -60,6 +60,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:05b7cfbb92f7169a65f8ccd0","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:05b7cfbb92f7169a65f8ccd0","label":"LLAMA_ARG_BATCH","locator":{"end_column":28,"end_line":35,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_BATCH","start_column":7,"start_line":35},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_BATCH","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:205e25e5f9d8d49904ab5848","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:205e25e5f9d8d49904ab5848","label":"LLAMA_ARG_CACHE_REUSE","locator":{"end_column":32,"end_line":50,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_CACHE_REUSE","start_column":7,"start_line":50},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_CACHE_REUSE","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:63161db7b0f60f4ba13e3eac","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:63161db7b0f60f4ba13e3eac","label":"static_configs","locator":{"end_column":19,"end_line":10,"fragment":"","pointer":"/scrape_configs/0/static_configs","start_column":5,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs/0/static_configs","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:6d7a2d990b53dc864293ee5e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6d7a2d990b53dc864293ee5e","label":"_observation_lanes","locator":{"end_column":21,"end_line":4397,"fragment":"","pointer":"","start_column":5,"start_line":4356},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_lanes","target_ref":"python:lanes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_lanes","target_ref":"python:lanes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_lanes","target_ref":"python:self._current_machine_evidence"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._observation_lanes","semantic_key":"python:method:LiveCodeIntelligenceRuntime._observation_lanes","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:8859f8271dbca8944eef0614","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8859f8271dbca8944eef0614","label":"decimal","locator":{"end_column":83,"end_line":1733,"fragment":"","pointer":"","start_column":5,"start_line":1732},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed.decimal","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed.decimal","target_ref":"python:bool"}],"parser_ref":"python-ast@1","qualified_name":"_anchor_is_well_formed.decimal","semantic_key":"python:method:_anchor_is_well_formed.decimal","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c:aoa:abyss-stack:anchor:2980ba0882e18568809b0f1e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2980ba0882e18568809b0f1e","label":"referenced_run_refs_from_comparison","locator":{"end_column":16,"end_line":92,"fragment":"","pointer":"","start_column":1,"start_line":85},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:referenced_run_refs_from_comparison","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:referenced_run_refs_from_comparison","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:referenced_run_refs_from_comparison","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:referenced_run_refs_from_comparison","target_ref":"python:refs.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:referenced_run_refs_from_comparison","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"referenced_run_refs_from_comparison","semantic_key":"python:function:referenced_run_refs_from_comparison","source_id":"aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6:aoa:abyss-stack:anchor:6045b075c1aca08dd2e5d65b","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:6045b075c1aca08dd2e5d65b","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:aa8b966383628c4501f8bd33:aoa:abyss-stack:anchor:d3d158a38c49c31696d19307","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d3d158a38c49c31696d19307","label":"test_current_checkout_uses_canonical_deployment_marker","locator":{"end_column":72,"end_line":14,"fragment":"","pointer":"","start_column":5,"start_line":13},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerPathTests.test_current_checkout_uses_canonical_deployment_marker","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerPathTests.test_current_checkout_uses_canonical_deployment_marker","target_ref":"python:self.module.is_abyss_stack_checkout"}],"parser_ref":"python-ast@1","qualified_name":"GovernedRunnerPathTests.test_current_checkout_uses_canonical_deployment_marker","semantic_key":"python:method:GovernedRunnerPathTests.test_current_checkout_uses_canonical_deployment_marker","source_id":"aoa:abyss-stack:artifact:aa8b966383628c4501f8bd33","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/6b1.jsonl b/kag/indexes/shards/anchor/6b1.jsonl
index 19a0eac831..a1f8980aab 100644
--- a/kag/indexes/shards/anchor/6b1.jsonl
+++ b/kag/indexes/shards/anchor/6b1.jsonl
@@ -3,6 +3,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:2edbf79d853bccaeb366689c:aoa:abyss-stack:anchor:d36835984e31643a03c36b9d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d36835984e31643a03c36b9d","label":"test_live_codex_process_environment_has_no_upstream_mcp_credential","locator":{"end_column":50,"end_line":5376,"fragment":"","pointer":"","start_column":1,"start_line":5348},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:_fixture"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:runtime.interrupt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:runtime.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:status.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_codex_process_environment_has_no_upstream_mcp_credential","target_ref":"python:time.sleep"}],"parser_ref":"python-ast@1","qualified_name":"test_live_codex_process_environment_has_no_upstream_mcp_credential","semantic_key":"python:function:test_live_codex_process_environment_has_no_upstream_mcp_credential","source_id":"aoa:abyss-stack:artifact:2edbf79d853bccaeb366689c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8:aoa:abyss-stack:anchor:8f27852f10e385d2d81ddaad","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8f27852f10e385d2d81ddaad","label":"_validation_wrapper_argv","locator":{"end_column":6,"end_line":4299,"fragment":"","pointer":"","start_column":1,"start_line":4286},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validation_wrapper_argv","target_ref":"python:_validation_cwd"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validation_wrapper_argv","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validation_wrapper_argv","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_validation_wrapper_argv","semantic_key":"python:function:_validation_wrapper_argv","source_id":"aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:756c625efa7d8fba0872a745:aoa:abyss-stack:anchor:0cd0c7dd5fe1f52add6c3e77","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0cd0c7dd5fe1f52add6c3e77","label":"control_truth_status","locator":{"end_column":6,"end_line":756,"fragment":"","pointer":"","start_column":1,"start_line":694},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:control_truth_status","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:control_truth_status","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:control_truth_status","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:control_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:control_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:control_truth_status","target_ref":"python:route_api_surface_status.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:control_truth_status","target_ref":"python:surface_closure.get"}],"parser_ref":"python-ast@1","qualified_name":"control_truth_status","semantic_key":"python:function:control_truth_status","source_id":"aoa:abyss-stack:artifact:756c625efa7d8fba0872a745","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:6b1cedb226e7169e17f7fb7b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6b1cedb226e7169e17f7fb7b","label":"_lifecycle_surface","locator":{"end_column":10,"end_line":4520,"fragment":"","pointer":"","start_column":5,"start_line":4454},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._lifecycle_surface","target_ref":"python:component"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._lifecycle_surface","target_ref":"python:component"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._lifecycle_surface","target_ref":"python:component"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._lifecycle_surface","target_ref":"python:component"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._lifecycle_surface","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._lifecycle_surface","target_ref":"python:self._current_machine_evidence"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._lifecycle_surface","semantic_key":"python:method:LiveCodeIntelligenceRuntime._lifecycle_surface","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:aa50269d09d67d3ecd52ce23:aoa:abyss-stack:anchor:8ab592102e497564a8aa9585","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8ab592102e497564a8aa9585","label":"Current Bridges","locator":{"end_column":18,"end_line":22,"fragment":"current-bridges","pointer":"","start_column":1,"start_line":22},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:current-bridges","source_id":"aoa:abyss-stack:artifact:aa50269d09d67d3ecd52ce23","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:b9f7832f4b6a9eb41f320c8b:aoa:abyss-stack:anchor:4748aa95493002508f5070a9","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:4748aa95493002508f5070a9","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:b9f7832f4b6a9eb41f320c8b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:e133f1683e86bb3b8b8edab5:aoa:abyss-stack:anchor:edfe1777c1bc782f47067e15","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:edfe1777c1bc782f47067e15","label":"CanaryObservation","locator":{"end_column":20,"end_line":523,"fragment":"","pointer":"","start_column":1,"start_line":473},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:CanaryObservation","target_ref":"python:ConfigDict"}],"parser_ref":"python-ast@1","qualified_name":"CanaryObservation","semantic_key":"python:class:CanaryObservation","source_id":"aoa:abyss-stack:artifact:e133f1683e86bb3b8b8edab5","symbol_kind":"class"}
diff --git a/kag/indexes/shards/anchor/6b3.jsonl b/kag/indexes/shards/anchor/6b3.jsonl
index d869f537cd..fdc4440926 100644
--- a/kag/indexes/shards/anchor/6b3.jsonl
+++ b/kag/indexes/shards/anchor/6b3.jsonl
@@ -3,4 +3,5 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8a55b73a3e7d15426e4718e6:aoa:abyss-stack:anchor:959774735d2c1e46964af1ab","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:959774735d2c1e46964af1ab","label":"final_state","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/final_state","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/final_state","source_id":"aoa:abyss-stack:artifact:8a55b73a3e7d15426e4718e6","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:d185c9ed7013bb67b558e83d","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:d185c9ed7013bb67b558e83d","label":"ABYSS-STACK-D-0032 MCP Services Topology","locator":{"end_column":93,"end_line":79,"fragment":"","pointer":"","start_column":3,"start_line":79},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:mcp-port-confinement","target_ref":"../ABYSS-STACK-D-0032-mcp-services-topology.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:79:3:0:../ABYSS-STACK-D-0032-mcp-services-topology.md","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8f235ad4d8127c4a865999d1:aoa:abyss-stack:anchor:3100b2207755788634c6441d","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:3100b2207755788634c6441d","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:8f235ad4d8127c4a865999d1","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:48f71b4e4ee26e69bd5d8902","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:48f71b4e4ee26e69bd5d8902","label":"visit_AsyncFunctionDef","locator":{"end_column":60,"end_line":1985,"fragment":"","pointer":"","start_column":5,"start_line":1984},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_AsyncFunctionDef","target_ref":"python:self._visit_definition"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.visit_AsyncFunctionDef","semantic_key":"python:method:_PythonObservationVisitor.visit_AsyncFunctionDef","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:b12da4671f017302793df797:aoa:abyss-stack:anchor:1df3cffdc6d655958733f579","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1df3cffdc6d655958733f579","label":"_restart_required_source_paths","locator":{"end_column":6,"end_line":301,"fragment":"","pointer":"","start_column":1,"start_line":297},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_restart_required_source_paths","semantic_key":"python:function:_restart_required_source_paths","source_id":"aoa:abyss-stack:artifact:b12da4671f017302793df797","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/6c.jsonl b/kag/indexes/shards/anchor/6c.jsonl
index 3531a971b2..e5c32ac130 100644
--- a/kag/indexes/shards/anchor/6c.jsonl
+++ b/kag/indexes/shards/anchor/6c.jsonl
@@ -54,6 +54,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:98b9bdeccf4b63a7dd99a0ee:aoa:abyss-stack:anchor:f6aee36662c290aee5ce4ed7","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f6aee36662c290aee5ce4ed7","label":"questions","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/questions","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/questions","source_id":"aoa:abyss-stack:artifact:98b9bdeccf4b63a7dd99a0ee","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:0f1a5f30fe0d964bf134629b","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:0f1a5f30fe0d964bf134629b","label":"LLAMA_ARG_N_PARALLEL","locator":{"end_column":31,"end_line":34,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_N_PARALLEL","start_column":7,"start_line":34},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_N_PARALLEL","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a08e06a6c24e9ce09be1133c:aoa:abyss-stack:anchor:fd17ea62e0b6ee1a7a28a827","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:fd17ea62e0b6ee1a7a28a827","label":"component_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/component_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/component_id","source_id":"aoa:abyss-stack:artifact:a08e06a6c24e9ce09be1133c","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:5de64079b9838ecfc2837ab5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5de64079b9838ecfc2837ab5","label":"visit_FunctionDef","locator":{"end_column":60,"end_line":1982,"fragment":"","pointer":"","start_column":5,"start_line":1981},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_FunctionDef","target_ref":"python:self._visit_definition"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.visit_FunctionDef","semantic_key":"python:method:_PythonObservationVisitor.visit_FunctionDef","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:7150172d89786d2c61012969","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7150172d89786d2c61012969","label":"__init__","locator":{"end_column":53,"end_line":232,"fragment":"","pointer":"","start_column":5,"start_line":224},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_AuthenticatedMachineEvidence.__init__","target_ref":"python:TypeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_AuthenticatedMachineEvidence.__init__","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_AuthenticatedMachineEvidence.__init__","target_ref":"python:dict"}],"parser_ref":"python-ast@1","qualified_name":"_AuthenticatedMachineEvidence.__init__","semantic_key":"python:method:_AuthenticatedMachineEvidence.__init__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:0810fb79bfb77d4463de40b6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0810fb79bfb77d4463de40b6","label":"draft_summary","locator":{"end_column":10,"end_line":2360,"fragment":"","pointer":"","start_column":5,"start_line":2335},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_summary","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_summary","target_ref":"python:load_result_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_summary","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_summary","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_summary","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_summary","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_summary","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_summary","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_summary","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.draft_summary","semantic_key":"python:method:build_graph.draft_summary","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:00e31f66eb0937ebfd51b7a4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:00e31f66eb0937ebfd51b7a4","label":"w5_catalog","locator":{"end_column":71,"end_line":531,"fragment":"","pointer":"","start_column":1,"start_line":502},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_catalog","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_catalog","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_catalog","target_ref":"python:find_case"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_catalog","target_ref":"python:implementation_case"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_catalog","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_catalog","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_catalog","target_ref":"python:load_base_catalog"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_catalog","target_ref":"python:scenarios.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_catalog","target_ref":"python:scenarios.append"}],"parser_ref":"python-ast@1","qualified_name":"w5_catalog","semantic_key":"python:function:w5_catalog","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:c4ebff69742d9922d474feaa","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:c4ebff69742d9922d474feaa","label":"ABYSS-STACK-D-0045 Questbook Surface Validator Module","locator":{"end_column":119,"end_line":430,"fragment":"","pointer":"","start_column":3,"start_line":430},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:generated-read-model","target_ref":"../ABYSS-STACK-D-0045-questbook-surface-validator-module.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:430:3:0:../ABYSS-STACK-D-0045-questbook-surface-validator-module.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/6d.jsonl b/kag/indexes/shards/anchor/6d.jsonl
index 2108da43c8..07a33d3ede 100644
--- a/kag/indexes/shards/anchor/6d.jsonl
+++ b/kag/indexes/shards/anchor/6d.jsonl
@@ -4,7 +4,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:02ac6c7fa36ffb9bba053b1d:aoa:abyss-stack:anchor:1ee8a1d2a369c74f6f36808e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:1ee8a1d2a369c74f6f36808e","label":"disableDeletion","locator":{"end_column":26,"end_line":8,"fragment":"","pointer":"/providers/0/disableDeletion","start_column":5,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/providers/0/disableDeletion","source_id":"aoa:abyss-stack:artifact:02ac6c7fa36ffb9bba053b1d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d8a1cd545727ba3d366f97:aoa:abyss-stack:anchor:9f17cee409b6d491a7eb9825","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9f17cee409b6d491a7eb9825","label":"_canonical_nquads","locator":{"end_column":50,"end_line":561,"fragment":"","pointer":"","start_column":1,"start_line":556},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_nquads","target_ref":"python:dumped.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_nquads","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_nquads","target_ref":"python:store.dump"}],"parser_ref":"python-ast@1","qualified_name":"_canonical_nquads","semantic_key":"python:function:_canonical_nquads","source_id":"aoa:abyss-stack:artifact:03d8a1cd545727ba3d366f97","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0617804d03e072d552f970b4:aoa:abyss-stack:anchor:71848fdde87ddb6d38311789","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:71848fdde87ddb6d38311789","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0617804d03e072d552f970b4","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:4d3ab955264840cce1d9934a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4d3ab955264840cce1d9934a","label":"Fixed","locator":{"end_column":9,"end_line":871,"fragment":"fixed-1","pointer":"","start_column":1,"start_line":871},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:fixed-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:4d3ab955264840cce1d9934a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4d3ab955264840cce1d9934a","label":"Fixed","locator":{"end_column":9,"end_line":875,"fragment":"fixed-1","pointer":"","start_column":1,"start_line":875},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:fixed-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:ade5b02eddad10a4d8b30501","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ade5b02eddad10a4d8b30501","label":"record_payload","locator":{"end_column":19,"end_line":1357,"fragment":"","pointer":"","start_column":1,"start_line":1328},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:payload.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_payload","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"record_payload","semantic_key":"python:function:record_payload","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345:aoa:abyss-stack:anchor:15c716baf8a54a4dd29a633d","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:15c716baf8a54a4dd29a633d","label":"validation/COMMAND_AUTHORITY","locator":{"end_column":66,"end_line":41,"fragment":"","pointer":"","start_column":3,"start_line":41},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:start-here","target_ref":"validation/COMMAND_AUTHORITY.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:41:3:0:validation/COMMAND_AUTHORITY.md","source_id":"aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0cb4de9166fc5333eef64c18:aoa:abyss-stack:anchor:3b7b6109ad6dbd2aa6b360f3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3b7b6109ad6dbd2aa6b360f3","label":"ollama runtime config notes","locator":{"end_column":29,"end_line":1,"fragment":"ollama-runtime-config-notes","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:ollama-runtime-config-notes","source_id":"aoa:abyss-stack:artifact:0cb4de9166fc5333eef64c18","symbol_kind":""}
@@ -40,6 +40,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5ddc53144d675084e3cdc94d:aoa:abyss-stack:anchor:84be9fb4813aebcd9108774c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:84be9fb4813aebcd9108774c","label":"load_organ_access_manifest","locator":{"end_column":19,"end_line":36,"fragment":"","pointer":"","start_column":1,"start_line":28},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_organ_access_manifest","target_ref":"python:DecisionsOrganAccessError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_organ_access_manifest","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_organ_access_manifest","target_ref":"python:path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_organ_access_manifest","target_ref":"python:validate_organ_access_manifest"}],"parser_ref":"python-ast@1","qualified_name":"load_organ_access_manifest","semantic_key":"python:function:load_organ_access_manifest","source_id":"aoa:abyss-stack:artifact:5ddc53144d675084e3cdc94d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f:aoa:abyss-stack:anchor:8b8c7c71487d0b677aad6506","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:8b8c7c71487d0b677aad6506","label":"federation-seams","locator":{"end_column":50,"end_line":59,"fragment":"","pointer":"","start_column":1,"start_line":59},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:next-route","target_ref":"../federation-seams/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:59:1:0:../federation-seams/README.md","source_id":"aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:639845f04d90e91ac6432080:aoa:abyss-stack:anchor:1552d59a967c38889a314a33","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:1552d59a967c38889a314a33","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:639845f04d90e91ac6432080","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:7fea4785b8b3883f471a9a2a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7fea4785b8b3883f471a9a2a","label":"test_tampered_persisted_file_record_is_not_a_query_source","locator":{"end_column":77,"end_line":2162,"fragment":"","pointer":"","start_column":5,"start_line":2154},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","target_ref":"python:self.runtime.current_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","target_ref":"python:self.runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_file_record_is_not_a_query_source","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:e1080a116b875b3a75f060fb","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e1080a116b875b3a75f060fb","label":"state","locator":{"end_column":11,"end_line":11,"fragment":"","pointer":"/state","start_column":1,"start_line":11},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/state","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:791126378f59d5598afd8fc9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:791126378f59d5598afd8fc9","label":"test_return_route_rejects_input_digest_drift","locator":{"end_column":46,"end_line":1653,"fragment":"","pointer":"","start_column":1,"start_line":1629},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:MODULE._load_return_route"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:handoff_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:handoff_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:handoff_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:holder_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:holder_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:owner_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:owner_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:route_path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_input_digest_drift","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_return_route_rejects_input_digest_drift","semantic_key":"python:function:test_return_route_rejects_input_digest_drift","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:85b35183c77dc3ab9899971c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:85b35183c77dc3ab9899971c","label":"_goal_object","locator":{"end_column":16,"end_line":859,"fragment":"","pointer":"","start_column":1,"start_line":855},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_goal_object","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_goal_object","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_goal_object","target_ref":"python:response.get"}],"parser_ref":"python-ast@1","qualified_name":"_goal_object","semantic_key":"python:function:_goal_object","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
@@ -71,6 +72,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:92e886d574b9e221e6e2b198:aoa:abyss-stack:anchor:660d6286a4c259dc02b14714","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:660d6286a4c259dc02b14714","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:92e886d574b9e221e6e2b198","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:7e2afcd7e9cacdc588fc5461","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7e2afcd7e9cacdc588fc5461","label":"create_subprocess_exec","locator":{"end_column":23,"end_line":435,"fragment":"","pointer":"","start_column":5,"start_line":434},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"test_worker_timeout_terminates_only_its_process_group.create_subprocess_exec","semantic_key":"python:method:test_worker_timeout_terminates_only_its_process_group.create_subprocess_exec","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:512de60c7d00984074da618f","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:512de60c7d00984074da618f","label":"scrape_interval","locator":{"end_column":22,"end_line":2,"fragment":"","pointer":"/global/scrape_interval","start_column":3,"start_line":2},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/global/scrape_interval","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:36fac297b533e7cc41c48ea3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:36fac297b533e7cc41c48ea3","label":"_LspLaunchBinding","locator":{"end_column":24,"end_line":2583,"fragment":"","pointer":"","start_column":1,"start_line":2577},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_LspLaunchBinding","target_ref":"python:dataclass"}],"parser_ref":"python-ast@1","qualified_name":"_LspLaunchBinding","semantic_key":"python:class:_LspLaunchBinding","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da:aoa:abyss-stack:anchor:e81f94de99d907b5aff9c05f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e81f94de99d907b5aff9c05f","label":"test_relay_fails_closed_without_mutating_context_for_bad_base","locator":{"end_column":43,"end_line":99,"fragment":"","pointer":"","start_column":1,"start_line":84},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fails_closed_without_mutating_context_for_bad_base","target_ref":"python:RELAY.handle_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fails_closed_without_mutating_context_for_bad_base","target_ref":"python:base"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fails_closed_without_mutating_context_for_bad_base","target_ref":"python:base_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fails_closed_without_mutating_context_for_bad_base","target_ref":"python:directory.iterdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fails_closed_without_mutating_context_for_bad_base","target_ref":"python:directory.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fails_closed_without_mutating_context_for_bad_base","target_ref":"python:event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fails_closed_without_mutating_context_for_bad_base","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fails_closed_without_mutating_context_for_bad_base","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fails_closed_without_mutating_context_for_bad_base","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_fails_closed_without_mutating_context_for_bad_base","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_relay_fails_closed_without_mutating_context_for_bad_base","semantic_key":"python:function:test_relay_fails_closed_without_mutating_context_for_bad_base","source_id":"aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:3eb423e72f1a9348374523bf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3eb423e72f1a9348374523bf","label":"__call__","locator":{"end_column":109,"end_line":405,"fragment":"","pointer":"","start_column":5,"start_line":398},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRunner.__call__","target_ref":"python:CommandOutput"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRunner.__call__","target_ref":"python:CommandOutput"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRunner.__call__","target_ref":"python:PAYLOADS.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRunner.__call__","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRunner.__call__","target_ref":"python:self.calls.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRunner.__call__","target_ref":"python:self.timeouts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRunner.__call__","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"FakeRunner.__call__","semantic_key":"python:method:FakeRunner.__call__","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c:aoa:abyss-stack:anchor:3fd3f486e03810c5ad44aa6c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3fd3f486e03810c5ad44aa6c","label":"load_latest_pointer","locator":{"end_column":18,"end_line":165,"fragment":"","pointer":"","start_column":1,"start_line":126},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:comparison.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:comparison.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:comparison.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:comparison.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:comparison.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:comparison.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:pointer_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:promotion.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:promotion.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:promotion.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:promotion.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:promotion_block.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:promotion_block.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:promotion_block.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_latest_pointer","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"load_latest_pointer","semantic_key":"python:function:load_latest_pointer","source_id":"aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/6f.jsonl b/kag/indexes/shards/anchor/6f.jsonl
index d2d5db693c..5384f6734e 100644
--- a/kag/indexes/shards/anchor/6f.jsonl
+++ b/kag/indexes/shards/anchor/6f.jsonl
@@ -63,11 +63,13 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9d6ba2dce4f4bfa9cc389748:aoa:abyss-stack:anchor:380eaa6958f2987ac21270a5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:380eaa6958f2987ac21270a5","label":"top_k","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/top_k","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/top_k","source_id":"aoa:abyss-stack:artifact:9d6ba2dce4f4bfa9cc389748","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e2e7088546da822b0544de2:aoa:abyss-stack:anchor:3c5fe3e10502d7f563ca564b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3c5fe3e10502d7f563ca564b","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:9e2e7088546da822b0544de2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a09102d1f2512ee158e894fa:aoa:abyss-stack:anchor:5ded5c45ad0970d5360433e1","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5ded5c45ad0970d5360433e1","label":"direction","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/direction","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"direction","semantic_key":"json:/$defs/direction","source_id":"aoa:abyss-stack:artifact:a09102d1f2512ee158e894fa","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:5cca308a10688987c7c48033","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5cca308a10688987c7c48033","label":"_prepare_launch_binding","locator":{"end_column":18,"end_line":3581,"fragment":"","pointer":"","start_column":5,"start_line":3501},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:_LspLaunchBinding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:_is_python_interpreter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:_shebang_interpreter_from_descriptor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:descriptors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:descriptors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:descriptors.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:descriptors.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:directory.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:path.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:self._can_use_immutable_launch_fds"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:self._immutable_launch_fd"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:self._immutable_launch_fd"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:self._immutable_runtime_fds"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:self._immutable_source_fds"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:self._materialize_runtime_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:self._remove_snapshot_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:self._sandbox_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:self._snapshot_command_arguments"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:snapshot_root.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:snapshot_root.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._prepare_launch_binding","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._prepare_launch_binding","semantic_key":"python:method:ManagedLspSession._prepare_launch_binding","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a3768bb1b4757f9013b356b3:aoa:abyss-stack:anchor:ede92e4da95d9f6058821069","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ede92e4da95d9f6058821069","label":"TransportSettings","locator":{"end_column":21,"end_line":28,"fragment":"","pointer":"","start_column":1,"start_line":25},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"TransportSettings","semantic_key":"python:class:TransportSettings","source_id":"aoa:abyss-stack:artifact:a3768bb1b4757f9013b356b3","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4fe577d98aba3921f97916d:aoa:abyss-stack:anchor:b04210f3980bfef09306fa8d","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:b04210f3980bfef09306fa8d","label":"AGENTS.md","locator":{"end_column":25,"end_line":9,"fragment":"","pointer":"","start_column":3,"start_line":9},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:current-surfaces","target_ref":"AGENTS.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:9:3:0:AGENTS.md","source_id":"aoa:abyss-stack:artifact:a4fe577d98aba3921f97916d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41:aoa:abyss-stack:anchor:ed3a1f3e1388f0e3c25ccd3c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ed3a1f3e1388f0e3c25ccd3c","label":"Governed Execution After Bounded Autonomy","locator":{"end_column":44,"end_line":243,"fragment":"governed-execution-after-bounded-autonomy","pointer":"","start_column":1,"start_line":243},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:governed-execution-after-bounded-autonomy","source_id":"aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa:aoa:abyss-stack:anchor:06512f14bba0f3f0d14f68f3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:06512f14bba0f3f0d14f68f3","label":"abyss-stack owns","locator":{"end_column":20,"end_line":13,"fragment":"abyss-stack-owns","pointer":"","start_column":1,"start_line":13},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:abyss-stack-owns","source_id":"aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:c7f59388125f38fdb0a8d32e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c7f59388125f38fdb0a8d32e","label":"prepare_implementation_case","locator":{"end_column":68,"end_line":1570,"fragment":"","pointer":"","start_column":1,"start_line":1277},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.apply_anchored_replace_to_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.apply_exact_replace_to_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.bounded_text_slice"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.build_git_unified_diff"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.inspect_w4_diff_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.parse_w4_edit_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.parse_w4_edit_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.read_w4_repo_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.run_acceptance_checks"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.run_qwen_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.run_qwen_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:TRIALS.trim_agents_guidance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:anchor_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:apply_check_raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:attempt_order.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:attempt_order.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:attempts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:attempts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:build_impl_anchor_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:build_impl_edit_spec_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:build_impl_edit_spec_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:build_impl_exact_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:command_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:diff_text.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:exact_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:proposal_failure_reasons.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_text_exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_text_exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:prepare_implementation_case","target_ref":"python:write_text_exact"}],"parser_ref":"python-ast@1","qualified_name":"prepare_implementation_case","semantic_key":"python:function:prepare_implementation_case","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4:aoa:abyss-stack:anchor:c698eab67d20ce35e3165336","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:c698eab67d20ce35e3165336","label":"live-code-intelligence","locator":{"end_column":61,"end_line":14,"fragment":"","pointer":"","start_column":3,"start_line":14},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-lifecycle-parts","target_ref":"live-code-intelligence/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:14:3:0:live-code-intelligence/README.md","source_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32:aoa:abyss-stack:anchor:ef4cae71cbf42af7d1f8f7cd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ef4cae71cbf42af7d1f8f7cd","label":"PhilosophyViewsResponse","locator":{"end_column":48,"end_line":86,"fragment":"","pointer":"","start_column":1,"start_line":79},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"PhilosophyViewsResponse","semantic_key":"python:class:PhilosophyViewsResponse","source_id":"aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab93c89556a12defe26957ed:aoa:abyss-stack:anchor:7f33e06e80f50c58555198b9","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7f33e06e80f50c58555198b9","label":"rejection_shape","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/rejection_shape","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/rejection_shape","source_id":"aoa:abyss-stack:artifact:ab93c89556a12defe26957ed","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:5f093e286618c5c38416cfa7","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:5f093e286618c5c38416cfa7","label":"ABYSS-STACK-D-0069 ToS Corpus MCP Access Plane","locator":{"end_column":105,"end_line":107,"fragment":"","pointer":"","start_column":3,"start_line":107},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:mcp-access-plane","target_ref":"../ABYSS-STACK-D-0069-tos-corpus-mcp-access-plane.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:107:3:0:../ABYSS-STACK-D-0069-tos-corpus-mcp-access-plane.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/70.jsonl b/kag/indexes/shards/anchor/70.jsonl
index 71b8623a4f..8d75d93442 100644
--- a/kag/indexes/shards/anchor/70.jsonl
+++ b/kag/indexes/shards/anchor/70.jsonl
@@ -31,6 +31,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5d6ac70ff4ded6b76e925553:aoa:abyss-stack:anchor:927a1afa6ac460e9e8acb378","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:927a1afa6ac460e9e8acb378","label":"Purpose","locator":{"end_column":10,"end_line":7,"fragment":"purpose","pointer":"","start_column":1,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:purpose","source_id":"aoa:abyss-stack:artifact:5d6ac70ff4ded6b76e925553","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5e30d58b80274f9e1649d3d4:aoa:abyss-stack:anchor:db142a64b2da9b47e0686900","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:db142a64b2da9b47e0686900","label":"runtime_gate_run_command","locator":{"end_column":46,"end_line":52,"fragment":"","pointer":"","start_column":1,"start_line":51},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"runtime_gate_run_command","semantic_key":"python:function:runtime_gate_run_command","source_id":"aoa:abyss-stack:artifact:5e30d58b80274f9e1649d3d4","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:604da55fadd4ee18983f2f2c:aoa:abyss-stack:anchor:fef34a0edd92ddb10e7a2ba0","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:fef34a0edd92ddb10e7a2ba0","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:604da55fadd4ee18983f2f2c","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:42ce9170529c3bb812904f9e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:42ce9170529c3bb812904f9e","label":"test_manifest_schema_rejects_runtime_unsafe_paths","locator":{"end_column":52,"end_line":1514,"fragment":"","pointer":"","start_column":5,"start_line":1487},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_manifest_schema_rejects_runtime_unsafe_paths","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_manifest_schema_rejects_runtime_unsafe_paths","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_manifest_schema_rejects_runtime_unsafe_paths","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_manifest_schema_rejects_runtime_unsafe_paths","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_manifest_schema_rejects_runtime_unsafe_paths","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_manifest_schema_rejects_runtime_unsafe_paths","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_manifest_schema_rejects_runtime_unsafe_paths","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_manifest_schema_rejects_runtime_unsafe_paths","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_manifest_schema_rejects_runtime_unsafe_paths","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_manifest_schema_rejects_runtime_unsafe_paths","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6757f802ddcf70a472022ea9:aoa:abyss-stack:anchor:4dff0ae1fb518972ed5f61f6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4dff0ae1fb518972ed5f61f6","label":"driftItem","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/driftItem","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"driftItem","semantic_key":"json:/$defs/driftItem","source_id":"aoa:abyss-stack:artifact:6757f802ddcf70a472022ea9","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a886c44d0ef5560636e39b0:aoa:abyss-stack:anchor:08a585a141ed30076867fb7d","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:08a585a141ed30076867fb7d","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6a886c44d0ef5560636e39b0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:de3ade58600e49350b02bb83","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:de3ade58600e49350b02bb83","label":"atomic_goal_transition","locator":{"end_column":10,"end_line":137,"fragment":"","pointer":"","start_column":5,"start_line":98},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.atomic_goal_transition","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.atomic_goal_transition","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.atomic_goal_transition","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.atomic_goal_transition","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.atomic_goal_transition","target_ref":"python:self.call"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.atomic_goal_transition","target_ref":"python:self.pause_transition_proof"}],"parser_ref":"python-ast@1","qualified_name":"FakeRpc.atomic_goal_transition","semantic_key":"python:method:FakeRpc.atomic_goal_transition","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/71.jsonl b/kag/indexes/shards/anchor/71.jsonl
index 17a8f33dc8..f497e5ea61 100644
--- a/kag/indexes/shards/anchor/71.jsonl
+++ b/kag/indexes/shards/anchor/71.jsonl
@@ -40,6 +40,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4:aoa:abyss-stack:anchor:56fe77ca5134038ebb4c588d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:56fe77ca5134038ebb4c588d","label":"_source_package_digest","locator":{"end_column":42,"end_line":120,"fragment":"","pointer":"","start_column":1,"start_line":102},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:iter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:package_root.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:path.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_package_digest","target_ref":"python:stream.read"}],"parser_ref":"python-ast@1","qualified_name":"_source_package_digest","semantic_key":"python:function:_source_package_digest","source_id":"aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6647dbaef733c694dc5a6526:aoa:abyss-stack:anchor:50fe7787be83ddece860e2c8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:50fe7787be83ddece860e2c8","label":"Consequences","locator":{"end_column":15,"end_line":59,"fragment":"consequences","pointer":"","start_column":1,"start_line":59},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:6647dbaef733c694dc5a6526","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:68bf4f30b4dc77c738608241:aoa:abyss-stack:anchor:edc81f5e6811d4d852fd1f1f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:edc81f5e6811d4d852fd1f1f","label":"kernels","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/kernels","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/kernels","source_id":"aoa:abyss-stack:artifact:68bf4f30b4dc77c738608241","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:640dd3f3eb7e6c82d6c16434","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:640dd3f3eb7e6c82d6c16434","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a77e9d27858561299e03376:aoa:abyss-stack:anchor:bc8bc38838fb77e50d84f9dd","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:bc8bc38838fb77e50d84f9dd","label":"observation_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/observation_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/observation_id","source_id":"aoa:abyss-stack:artifact:6a77e9d27858561299e03376","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:70be9621ddc3da922be1e2dc:aoa:abyss-stack:anchor:1c688476934480c783f5c8de","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:1c688476934480c783f5c8de","label":"INDEX.md","locator":{"end_column":25,"end_line":8,"fragment":"","pointer":"","start_column":5,"start_line":8},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:experience-runtime-legacy","target_ref":"INDEX.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:8:5:0:INDEX.md","source_id":"aoa:abyss-stack:artifact:70be9621ddc3da922be1e2dc","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:721f625bea97a50ff79a18a0:aoa:abyss-stack:anchor:b01f2407a111da7255813a77","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b01f2407a111da7255813a77","label":"build_audit","locator":{"end_column":6,"end_line":521,"fragment":"","pointer":"","start_column":1,"start_line":226},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:Path.home"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:apply_script.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:apply_script.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:apply_unit.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:apply_unit.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:apply_unit_link.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:apply_unit_link.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:entry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:entry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:game_guard.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:game_guard.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:guard_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:installer.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:installer.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:inventory.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:policy.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:policy.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:post_apply_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:protected_unit_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:research_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:research_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:resource_guards.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:run_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:run_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:run_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:runtime_environment"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:service_selection.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:service_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:source_runtime_parity"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:status_counts.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:status_counts.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:status_counts.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:status_counts.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:status_counts.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:status_counts.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:status_counts.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_audit","target_ref":"python:unit_states.values"}],"parser_ref":"python-ast@1","qualified_name":"build_audit","semantic_key":"python:function:build_audit","source_id":"aoa:abyss-stack:artifact:721f625bea97a50ff79a18a0","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/72.jsonl b/kag/indexes/shards/anchor/72.jsonl
index 18c0c46b7d..90684b6fdd 100644
--- a/kag/indexes/shards/anchor/72.jsonl
+++ b/kag/indexes/shards/anchor/72.jsonl
@@ -57,6 +57,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:925f6e12b5204d818bfe0dff","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:925f6e12b5204d818bfe0dff","label":"test_observation_drift_denies_before_any_effect","locator":{"end_column":6,"end_line":245,"fragment":"","pointer":"","start_column":1,"start_line":221},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:EffectExecutor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:executor.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:observation_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:observation_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:prepare_effect_inputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_drift_denies_before_any_effect","target_ref":"python:timedelta"}],"parser_ref":"python-ast@1","qualified_name":"test_observation_drift_denies_before_any_effect","semantic_key":"python:function:test_observation_drift_denies_before_any_effect","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9:aoa:abyss-stack:anchor:858a61970cd0169d98bbdefe","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:858a61970cd0169d98bbdefe","label":"forward","locator":{"end_column":46,"end_line":187,"fragment":"","pointer":"","start_column":5,"start_line":183},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main.forward","target_ref":"python:signal_child_group"}],"parser_ref":"python-ast@1","qualified_name":"main.forward","semantic_key":"python:method:main.forward","source_id":"aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f:aoa:abyss-stack:anchor:1d2fdfa4e3a56584a00fa4d2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1d2fdfa4e3a56584a00fa4d2","label":"2026-05-13 - Part-local runner and candidate surfaces","locator":{"end_column":56,"end_line":181,"fragment":"2026-05-13-part-local-runner-and-candidate-surfaces","pointer":"","start_column":1,"start_line":181},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-05-13-part-local-runner-and-candidate-surfaces","source_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:f8a942f13dca1268c0597384","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f8a942f13dca1268c0597384","label":"document_symbols","locator":{"end_column":10,"end_line":3868,"fragment":"","pointer":"","start_column":5,"start_line":3864},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.document_symbols","target_ref":"python:self._validated_document_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.document_symbols","target_ref":"python:self.request"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession.document_symbols","semantic_key":"python:method:ManagedLspSession.document_symbols","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:7642f237b537712407397ea8","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:7642f237b537712407397ea8","label":"cpus","locator":{"end_column":13,"end_line":34,"fragment":"","pointer":"/services/postgres/cpus","start_column":5,"start_line":34},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/cpus","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4e41ece16d6a5720961b9ed:aoa:abyss-stack:anchor:40bb799fab4aab55b203b19f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:40bb799fab4aab55b203b19f","label":"copy_schemas","locator":{"end_column":21,"end_line":44,"fragment":"","pointer":"","start_column":1,"start_line":41},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:copy_schemas","target_ref":"python:shutil.copytree"}],"parser_ref":"python-ast@1","qualified_name":"copy_schemas","semantic_key":"python:function:copy_schemas","source_id":"aoa:abyss-stack:artifact:a4e41ece16d6a5720961b9ed","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:a047e7a8a95d2c4cf10b4979","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:a047e7a8a95d2c4cf10b4979","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/73.jsonl b/kag/indexes/shards/anchor/73.jsonl
index 635b7c0a12..d9ca463187 100644
--- a/kag/indexes/shards/anchor/73.jsonl
+++ b/kag/indexes/shards/anchor/73.jsonl
@@ -39,6 +39,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5c47c858b077bf064d53b566:aoa:abyss-stack:anchor:9975759055b328819d8f9745","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9975759055b328819d8f9745","label":"machine_brief","locator":{"end_column":10,"end_line":837,"fragment":"","pointer":"","start_column":5,"start_line":783},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:_safe_token"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:commands.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:commands.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:self._evidence_map_from_stack"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:self._stack_bridge_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:self.authority_boundary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:self.owner_layers"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:self.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:self.workspace_root.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:stack.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:stack.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:stack.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:stack.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:stack.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:stack.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:stack.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:stack.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:stack.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_brief","target_ref":"python:stack.get"}],"parser_ref":"python-ast@1","qualified_name":"AbyssMachineMCPState.machine_brief","semantic_key":"python:method:AbyssMachineMCPState.machine_brief","source_id":"aoa:abyss-stack:artifact:5c47c858b077bf064d53b566","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:62d814cfd6550b0c68972fe2:aoa:abyss-stack:anchor:21440fd72f7dd7b056acfd61","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:21440fd72f7dd7b056acfd61","label":"digest","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/digest","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"digest","semantic_key":"json:/$defs/digest","source_id":"aoa:abyss-stack:artifact:62d814cfd6550b0c68972fe2","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:639845f04d90e91ac6432080:aoa:abyss-stack:anchor:a15503a4d66f11a4589c7ed2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a15503a4d66f11a4589c7ed2","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:639845f04d90e91ac6432080","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:dd4685f957e4ec11459cc495","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dd4685f957e4ec11459cc495","label":"initialize","locator":{"end_column":34,"end_line":1113,"fragment":"","pointer":"","start_column":9,"start_line":1110},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch.initialize","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch.initialize","target_ref":"python:session.snapshot"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch.initialize","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch.initialize","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:26d2794599e7695a45af6828","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:26d2794599e7695a45af6828","label":"cpus","locator":{"end_column":39,"end_line":44,"fragment":"","pointer":"/services/babelvox-tts/cpus","start_column":5,"start_line":44},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/cpus","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:67fe99d76a6342f974c26385:aoa:abyss-stack:anchor:7507e529963dfa96f95238c8","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7507e529963dfa96f95238c8","label":"observed_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/observed_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/observed_at","source_id":"aoa:abyss-stack:artifact:67fe99d76a6342f974c26385","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:cdd1661c18f0163bf96ad46b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cdd1661c18f0163bf96ad46b","label":"_inspect_model","locator":{"end_column":6,"end_line":276,"fragment":"","pointer":"","start_column":1,"start_line":245},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:KrakenPartyRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:_md5_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:_safetensors_metadata"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:files.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:model_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:model_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:model_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:model_path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:remote.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:remote.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:zenodo_record_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inspect_model","target_ref":"python:zenodo_record_path.resolve"}],"parser_ref":"python-ast@1","qualified_name":"_inspect_model","semantic_key":"python:function:_inspect_model","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
@@ -69,6 +70,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9c6572b4ba303b5beae1f311:aoa:abyss-stack:anchor:746f0c7beead17c41b7a63ff","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:746f0c7beead17c41b7a63ff","label":"_meta","locator":{"end_column":6,"end_line":109,"fragment":"","pointer":"","start_column":1,"start_line":99},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_meta","semantic_key":"python:function:_meta","source_id":"aoa:abyss-stack:artifact:9c6572b4ba303b5beae1f311","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155:aoa:abyss-stack:anchor:1d628cb8f732a78ad5cdf9a4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1d628cb8f732a78ad5cdf9a4","label":"Current role","locator":{"end_column":15,"end_line":11,"fragment":"current-role","pointer":"","start_column":1,"start_line":11},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:current-role","source_id":"aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dfa47b6a92e76b4529c1358:aoa:abyss-stack:anchor:56d6b1fdb77b4fa3000b54dd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:56d6b1fdb77b4fa3000b54dd","label":"Files","locator":{"end_column":8,"end_line":7,"fragment":"files","pointer":"","start_column":1,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:files","source_id":"aoa:abyss-stack:artifact:9dfa47b6a92e76b4529c1358","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:05521ded99fdfe2730774ed7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:05521ded99fdfe2730774ed7","label":"_lifecycle_matches_config","locator":{"end_column":10,"end_line":5323,"fragment":"","pointer":"","start_column":5,"start_line":5308},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._lifecycle_matches_config","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._lifecycle_matches_config","target_ref":"python:self._lifecycle_surface"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._lifecycle_matches_config","semantic_key":"python:method:LiveCodeIntelligenceRuntime._lifecycle_matches_config","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:f8dae23eeee9e3b3bbb6585e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f8dae23eeee9e3b3bbb6585e","label":"LiveCodeIntelligenceConfig","locator":{"end_column":53,"end_line":2522,"fragment":"","pointer":"","start_column":1,"start_line":2164},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig","target_ref":"python:dataclass"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig","target_ref":"python:field"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceConfig","semantic_key":"python:class:LiveCodeIntelligenceConfig","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a3841a7a3ec4b60947fc1cf9:aoa:abyss-stack:anchor:1c6ceaff67cac4f99894ef5b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1c6ceaff67cac4f99894ef5b","label":"Eval Seam","locator":{"end_column":11,"end_line":1,"fragment":"eval-seam","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:eval-seam","source_id":"aoa:abyss-stack:artifact:a3841a7a3ec4b60947fc1cf9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:d9885919ddd8fcee1492d5d2","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:d9885919ddd8fcee1492d5d2","label":"ABYSS-STACK-D-0119 Preserve Actor Continuity Across Provider Capacity Loss","locator":{"end_column":161,"end_line":277,"fragment":"","pointer":"","start_column":3,"start_line":277},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:actor-continuity","target_ref":"../ABYSS-STACK-D-0119-preserve-actor-continuity-across-provider-capacity-loss.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:277:3:0:../ABYSS-STACK-D-0119-preserve-actor-continuity-across-provider-capacity-loss.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:aea638136de2ef62c3f19135:aoa:abyss-stack:anchor:e34b5d409bd61e1fa13b001d","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:e34b5d409bd61e1fa13b001d","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:aea638136de2ef62c3f19135","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/74.jsonl b/kag/indexes/shards/anchor/74.jsonl
index 581b3c0551..6224481968 100644
--- a/kag/indexes/shards/anchor/74.jsonl
+++ b/kag/indexes/shards/anchor/74.jsonl
@@ -1,7 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:44cec72d053bb4ea8849cbb7","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:44cec72d053bb4ea8849cbb7","label":"ABYSS-STACK-D-0033 AoA Memo MCP Port Confinement","locator":{"end_column":143,"end_line":39,"fragment":"","pointer":"","start_column":37,"start_line":39},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0033-aoa-memo-mcp-port-confinement.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:39:37:0:../ABYSS-STACK-D-0033-aoa-memo-mcp-port-confinement.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:5c6945c36cf23b1a31923c96","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:5c6945c36cf23b1a31923c96","label":"ABYSS-STACK-D-0134 Generic Responsibility-Movement Observation","locator":{"end_column":171,"end_line":140,"fragment":"","pointer":"","start_column":37,"start_line":140},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0134-generic-responsibility-movement-observation.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:140:37:0:../ABYSS-STACK-D-0134-generic-responsibility-movement-observation.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:044aca1692e1ec1ef0444d76:aoa:abyss-stack:anchor:0e64037dabec188a49f703be","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0e64037dabec188a49f703be","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:044aca1692e1ec1ef0444d76","symbol_kind":"json_key"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:1405831896f739b23222c795","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1405831896f739b23222c795","label":"Summary","locator":{"end_column":11,"end_line":1597,"fragment":"summary-4","pointer":"","start_column":1,"start_line":1597},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:summary-4","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:1405831896f739b23222c795","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1405831896f739b23222c795","label":"Summary","locator":{"end_column":11,"end_line":1601,"fragment":"summary-4","pointer":"","start_column":1,"start_line":1601},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:summary-4","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:09768cdc5582265776b58235:aoa:abyss-stack:anchor:b85053b5ee1a7732b7ae665e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b85053b5ee1a7732b7ae665e","label":"${AOA_STACK_ROOT","locator":{"end_column":106,"end_line":15,"fragment":"","pointer":"/services/tos-graph/volumes/1/${AOA_STACK_ROOT","start_column":7,"start_line":15},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/tos-graph/volumes/1/${AOA_STACK_ROOT","source_id":"aoa:abyss-stack:artifact:09768cdc5582265776b58235","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f:aoa:abyss-stack:anchor:64df963dd2694905b02f4aaf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:64df963dd2694905b02f4aaf","label":"_anchored_excerpt","locator":{"end_column":47,"end_line":669,"fragment":"","pointer":"","start_column":1,"start_line":644},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:LINE_ANCHOR_RE.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:NestedEvidenceNamespaceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:NestedEvidenceNamespaceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:NestedEvidenceNamespaceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:NestedEvidenceNamespaceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:NestedEvidenceNamespaceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:_sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:anchor.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:excerpt_raw.decode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:ord"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchored_excerpt","target_ref":"python:raw.splitlines"}],"parser_ref":"python-ast@1","qualified_name":"_anchored_excerpt","semantic_key":"python:function:_anchored_excerpt","source_id":"aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e61728c0a634968fe8db7ac:aoa:abyss-stack:anchor:0a1c5f5146690b3ad9e7e114","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0a1c5f5146690b3ad9e7e114","label":"Consequences","locator":{"end_column":15,"end_line":57,"fragment":"consequences","pointer":"","start_column":1,"start_line":57},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:0e61728c0a634968fe8db7ac","symbol_kind":""}
@@ -31,6 +31,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2:aoa:abyss-stack:anchor:0792d1c92e98ce48bf07a70a","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:0792d1c92e98ce48bf07a70a","label":"max_return_loops","locator":{"end_column":23,"end_line":46,"fragment":"","pointer":"/profile_class_rules/0/max_return_loops","start_column":5,"start_line":46},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/profile_class_rules/0/max_return_loops","source_id":"aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6115ce3e2c3abe3e523bf972:aoa:abyss-stack:anchor:1702e7d01947587e64c9f8f9","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1702e7d01947587e64c9f8f9","label":"Options considered","locator":{"end_column":21,"end_line":29,"fragment":"options-considered","pointer":"","start_column":1,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:6115ce3e2c3abe3e523bf972","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:c8f5994364e1986633172eba","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c8f5994364e1986633172eba","label":"KagApplication","locator":{"end_column":10,"end_line":2198,"fragment":"","pointer":"","start_column":1,"start_line":262},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"KagApplication","semantic_key":"python:class:KagApplication","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"class"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:588adfb0fe6beef4ea966b0c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:588adfb0fe6beef4ea966b0c","label":"test_delta_reuses_unchanged_files_and_invalidates_importers","locator":{"end_column":70,"end_line":447,"fragment":"","pointer":"","start_column":5,"start_line":422},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_delta_reuses_unchanged_files_and_invalidates_importers","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a7347034e37d1fa9e8312f5:aoa:abyss-stack:anchor:bba115ca7ae7f8d514abaf19","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bba115ca7ae7f8d514abaf19","label":"test_admission_hashes_the_process_retained_inode_not_mutable_path","locator":{"end_column":32,"end_line":91,"fragment":"","pointer":"","start_column":1,"start_line":59},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:_process_backed_executable_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:executable.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:executable.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:executable.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:os.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:process.terminate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:process.wait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:replacement.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:replacement.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_admission_hashes_the_process_retained_inode_not_mutable_path","target_ref":"python:subprocess.Popen"}],"parser_ref":"python-ast@1","qualified_name":"test_admission_hashes_the_process_retained_inode_not_mutable_path","semantic_key":"python:function:test_admission_hashes_the_process_retained_inode_not_mutable_path","source_id":"aoa:abyss-stack:artifact:6a7347034e37d1fa9e8312f5","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a77e9d27858561299e03376:aoa:abyss-stack:anchor:161b760c9907a22289ec6849","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:161b760c9907a22289ec6849","label":"checks","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/checks","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/checks","source_id":"aoa:abyss-stack:artifact:6a77e9d27858561299e03376","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6dc85cec54eb482909f030f2:aoa:abyss-stack:anchor:20f3f8b5cfe6bb04f9498522","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:20f3f8b5cfe6bb04f9498522","label":"_consumer","locator":{"end_column":19,"end_line":121,"fragment":"","pointer":"","start_column":1,"start_line":117},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_consumer","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_consumer","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_consumer","semantic_key":"python:function:_consumer","source_id":"aoa:abyss-stack:artifact:6dc85cec54eb482909f030f2","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/762.jsonl b/kag/indexes/shards/anchor/762.jsonl
index 501928d66b..f3d9edf334 100644
--- a/kag/indexes/shards/anchor/762.jsonl
+++ b/kag/indexes/shards/anchor/762.jsonl
@@ -1,3 +1,4 @@
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:e2873a95809eda24aa29b489","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e2873a95809eda24aa29b489","label":"test_lsp_reader_reports_child_exit_to_pending_requests","locator":{"end_column":50,"end_line":880,"fragment":"","pointer":"","start_column":5,"start_line":854},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:destination.get_nowait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:live_code_intelligence.queue.Queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:live_code_intelligence.queue.Queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:object.__new__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:session._read_message.assert_not_called"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:session._reader_loop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","target_ref":"python:threading.Lock"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_reports_child_exit_to_pending_requests","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:c114886c48e53e98b501d49b:aoa:abyss-stack:anchor:d560ec581618fc09f721a2d3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d560ec581618fc09f721a2d3","label":"Deployed runtime materialization","locator":{"end_column":35,"end_line":33,"fragment":"deployed-runtime-materialization","pointer":"","start_column":1,"start_line":33},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:deployed-runtime-materialization","source_id":"aoa:abyss-stack:artifact:c114886c48e53e98b501d49b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:cabfebb07b14f00af1dff4b0:aoa:abyss-stack:anchor:549b7b945f4270e4917fb57a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:549b7b945f4270e4917fb57a","label":"validate_route_api_bridge_language","locator":{"end_column":95,"end_line":187,"fragment":"","pointer":"","start_column":1,"start_line":159},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_route_api_bridge_language","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_route_api_bridge_language","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_route_api_bridge_language","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_route_api_bridge_language","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_route_api_bridge_language","target_ref":"python:read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_route_api_bridge_language","target_ref":"python:read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_route_api_bridge_language","target_ref":"python:read_text"}],"parser_ref":"python-ast@1","qualified_name":"validate_route_api_bridge_language","semantic_key":"python:function:validate_route_api_bridge_language","source_id":"aoa:abyss-stack:artifact:cabfebb07b14f00af1dff4b0","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e375b5eb053f1c6a88d93e76:aoa:abyss-stack:anchor:ec5fc07f2cbd5c76794675ee","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ec5fc07f2cbd5c76794675ee","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:e375b5eb053f1c6a88d93e76","symbol_kind":"schema_definition"}
diff --git a/kag/indexes/shards/anchor/77.jsonl b/kag/indexes/shards/anchor/77.jsonl
index fddbd1331a..9cd35d2075 100644
--- a/kag/indexes/shards/anchor/77.jsonl
+++ b/kag/indexes/shards/anchor/77.jsonl
@@ -43,6 +43,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5d25e239b95780ab137141e8:aoa:abyss-stack:anchor:d2cd0e51e15fcc63f0c532a8","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:d2cd0e51e15fcc63f0c532a8","label":"kag-seam","locator":{"end_column":33,"end_line":15,"fragment":"","pointer":"","start_column":3,"start_line":15},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:federation-seams-parts","target_ref":"kag-seam/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:15:3:0:kag-seam/README.md","source_id":"aoa:abyss-stack:artifact:5d25e239b95780ab137141e8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5f6130beb224b60e629be7fa:aoa:abyss-stack:anchor:c30242d5708842390e927be1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c30242d5708842390e927be1","label":"_bearer_token","locator":{"end_column":17,"end_line":122,"fragment":"","pointer":"","start_column":1,"start_line":103},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:_TOKEN_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:_credential_token"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:credential_token.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:env_token.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:hmac.compare_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:os.environ.get"}],"parser_ref":"python-ast@1","qualified_name":"_bearer_token","semantic_key":"python:function:_bearer_token","source_id":"aoa:abyss-stack:artifact:5f6130beb224b60e629be7fa","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60aeecd638520af8778777c7:aoa:abyss-stack:anchor:1b62faefcc86ed7093673dfb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1b62faefcc86ed7093673dfb","label":"state","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/state","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"state","semantic_key":"json:/$defs/state","source_id":"aoa:abyss-stack:artifact:60aeecd638520af8778777c7","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:3b59083a2bd8c5665259749a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3b59083a2bd8c5665259749a","label":"test_parse_failure_keeps_current_and_recovers_through_last_good","locator":{"end_column":68,"end_line":2508,"fragment":"","pointer":"","start_column":5,"start_line":2479},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.runtime.candidate_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.runtime.candidate_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_parse_failure_keeps_current_and_recovers_through_last_good","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6647dbaef733c694dc5a6526:aoa:abyss-stack:anchor:64af4f11e5c885753168bd99","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:64af4f11e5c885753168bd99","label":"Mechanics Package Card Completeness","locator":{"end_column":37,"end_line":1,"fragment":"mechanics-package-card-completeness","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:mechanics-package-card-completeness","source_id":"aoa:abyss-stack:artifact:6647dbaef733c694dc5a6526","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:c88668953e42eaa84d9bcbc2","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:c88668953e42eaa84d9bcbc2","label":"env_file","locator":{"end_column":13,"end_line":22,"fragment":"","pointer":"/services/n8n-task-runners/env_file","start_column":5,"start_line":22},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n-task-runners/env_file","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6999b3015686383e3398e25d:aoa:abyss-stack:anchor:f6619399be112a143370944e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f6619399be112a143370944e","label":"Read before editing","locator":{"end_column":22,"end_line":6,"fragment":"read-before-editing","pointer":"","start_column":1,"start_line":6},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:read-before-editing","source_id":"aoa:abyss-stack:artifact:6999b3015686383e3398e25d","symbol_kind":""}
@@ -77,6 +78,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:7747a8f9e0aeab4dc235784f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7747a8f9e0aeab4dc235784f","label":"static_asset","locator":{"end_column":45,"end_line":2023,"fragment":"","pointer":"","start_column":5,"start_line":2018},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:WorkbenchApplication.static_asset","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:WorkbenchApplication.static_asset","target_ref":"python:mimetypes.guess_type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:WorkbenchApplication.static_asset","target_ref":"python:path.read_bytes"}],"parser_ref":"python-ast@1","qualified_name":"WorkbenchApplication.static_asset","semantic_key":"python:method:WorkbenchApplication.static_asset","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c6572b4ba303b5beae1f311:aoa:abyss-stack:anchor:c846211a28e52fe9834208cd","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:c846211a28e52fe9834208cd","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9c6572b4ba303b5beae1f311","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d6ba2dce4f4bfa9cc389748:aoa:abyss-stack:anchor:49af0d46e3361b82f7358836","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:49af0d46e3361b82f7358836","label":"minimum_graph_cases","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/minimum_graph_cases","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/minimum_graph_cases","source_id":"aoa:abyss-stack:artifact:9d6ba2dce4f4bfa9cc389748","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:867081ecf12cd55f2b6bf28c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:867081ecf12cd55f2b6bf28c","label":"_contains_symlink","locator":{"end_column":25,"end_line":591,"fragment":"","pointer":"","start_column":1,"start_line":573},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contains_symlink","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contains_symlink","target_ref":"python:current.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contains_symlink","target_ref":"python:os.fspath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contains_symlink","target_ref":"python:os.path.abspath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_contains_symlink","target_ref":"python:path.expanduser"}],"parser_ref":"python-ast@1","qualified_name":"_contains_symlink","semantic_key":"python:function:_contains_symlink","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:d2dfdf7915349e3580fc7e42","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d2dfdf7915349e3580fc7e42","label":"_digest_bytes","locator":{"end_column":57,"end_line":254,"fragment":"","pointer":"","start_column":1,"start_line":253},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_bytes","target_ref":"python:hashlib.sha256"}],"parser_ref":"python-ast@1","qualified_name":"_digest_bytes","semantic_key":"python:function:_digest_bytes","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:ea0435468db2445f30d6982b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ea0435468db2445f30d6982b","label":"collect_evidence_payload","locator":{"end_column":19,"end_line":827,"fragment":"","pointer":"","start_column":1,"start_line":810},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:TRIALS.collect_applicable_agents_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:patched_repo_root_for_w5"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_evidence_payload","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"collect_evidence_payload","semantic_key":"python:function:collect_evidence_payload","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:379645ec1f2846604f40c696","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:379645ec1f2846604f40c696","label":"aoa.tuning.posture","locator":{"end_column":37,"end_line":23,"fragment":"","pointer":"/services/qdrant/labels/aoa.tuning.posture","start_column":7,"start_line":23},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/qdrant/labels/aoa.tuning.posture","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a64882e851006f33f172bdd0:aoa:abyss-stack:anchor:273c310ec8a6015b96e866ee","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:273c310ec8a6015b96e866ee","label":"Follow-up route","locator":{"end_column":18,"end_line":81,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":81},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:a64882e851006f33f172bdd0","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/78.jsonl b/kag/indexes/shards/anchor/78.jsonl
index 96f502dcce..f0fb958f38 100644
--- a/kag/indexes/shards/anchor/78.jsonl
+++ b/kag/indexes/shards/anchor/78.jsonl
@@ -53,9 +53,11 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:97bdfd69dff38ecf6dfae985:aoa:abyss-stack:anchor:beaf69e59235a8eedd3986fa","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:beaf69e59235a8eedd3986fa","label":"Role","locator":{"end_column":7,"end_line":7,"fragment":"role","pointer":"","start_column":1,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:role","source_id":"aoa:abyss-stack:artifact:97bdfd69dff38ecf6dfae985","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:97dfb9d6fa1ec33c7efdc33e:aoa:abyss-stack:anchor:6a74f7d4fd1a1139ce6bed7b","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:6a74f7d4fd1a1139ce6bed7b","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:97dfb9d6fa1ec33c7efdc33e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae:aoa:abyss-stack:anchor:424c534b6395b47d12907a0d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:424c534b6395b47d12907a0d","label":"test_missing_gateway_policy_doc_fails","locator":{"end_column":140,"end_line":115,"fragment":"","pointer":"","start_column":5,"start_line":100},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_missing_gateway_policy_doc_fails","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_missing_gateway_policy_doc_fails","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_missing_gateway_policy_doc_fails","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_missing_gateway_policy_doc_fails","target_ref":"python:self.validate_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_missing_gateway_policy_doc_fails","target_ref":"python:self.write_valid_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_missing_gateway_policy_doc_fails","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeHygieneContractTests.test_missing_gateway_policy_doc_fails","semantic_key":"python:method:RuntimeHygieneContractTests.test_missing_gateway_policy_doc_fails","source_id":"aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:523f596db63d7efe3ff1d113","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:523f596db63d7efe3ff1d113","label":"status","locator":{"end_column":10,"end_line":7087,"fragment":"","pointer":"","start_column":5,"start_line":6992},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:candidate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:candidate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:candidate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:current.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:last_good.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:pointer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:pointer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:pointer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self._lifecycle_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self._lsp_session_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self._machine_binding_envelope"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self._observation_lanes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self._owner_review_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self._provider_worker_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self._refresh_lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self._state_identity_matches_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self._state_identity_matches_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self._state_identity_matches_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:self.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.status","semantic_key":"python:method:LiveCodeIntelligenceRuntime.status","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:a485c38e5937964e5c93d01c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a485c38e5937964e5c93d01c","label":"build_impl_anchor_prompt","locator":{"end_column":22,"end_line":1256,"fragment":"","pointer":"","start_column":1,"start_line":1223},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_anchor_prompt","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_anchor_prompt","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_anchor_prompt","target_ref":"python:textwrap.dedent"}],"parser_ref":"python-ast@1","qualified_name":"build_impl_anchor_prompt","semantic_key":"python:function:build_impl_anchor_prompt","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41:aoa:abyss-stack:anchor:135ea58e48c33a9add4da956","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:135ea58e48c33a9add4da956","label":"Long-Horizon Pilot","locator":{"end_column":21,"end_line":167,"fragment":"long-horizon-pilot","pointer":"","start_column":1,"start_line":167},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:long-horizon-pilot","source_id":"aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:0ae9e48aa70c9d175b436805","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0ae9e48aa70c9d175b436805","label":"refresh_w5_outputs","locator":{"end_column":85,"end_line":2024,"fragment":"","pointer":"","start_column":1,"start_line":2018},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:refresh_w5_outputs","target_ref":"python:TRIALS.render_wave_index_md"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:refresh_w5_outputs","target_ref":"python:make_index_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:refresh_w5_outputs","target_ref":"python:summary_memo"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:refresh_w5_outputs","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:refresh_w5_outputs","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:refresh_w5_outputs","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:refresh_w5_outputs","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"refresh_w5_outputs","semantic_key":"python:function:refresh_w5_outputs","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4:aoa:abyss-stack:anchor:9137ce2062fc33adc25000b2","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:9137ce2062fc33adc25000b2","label":"source runtime parity","locator":{"end_column":85,"end_line":18,"fragment":"","pointer":"","start_column":3,"start_line":18},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-lifecycle-parts","target_ref":"config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:18:3:0:config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md","source_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:3aa8b1c217cfee08d67ee19d","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:3aa8b1c217cfee08d67ee19d","label":"ABYSS-STACK-D-0074 Telegram and Discord Connector MCP Access Planes","locator":{"end_column":143,"end_line":348,"fragment":"","pointer":"","start_column":3,"start_line":348},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:connector-federation","target_ref":"../ABYSS-STACK-D-0074-telegram-discord-connector-mcp-access-planes.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:348:3:0:../ABYSS-STACK-D-0074-telegram-discord-connector-mcp-access-planes.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:a821c566a4eb60db42c29459","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:a821c566a4eb60db42c29459","label":"ABYSS-STACK-D-0127 Bind Resume Private-Git Observation to the Accepted Actor Final","locator":{"end_column":161,"end_line":413,"fragment":"","pointer":"","start_column":3,"start_line":413},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:failure-closeout","target_ref":"../ABYSS-STACK-D-0127-bind-resume-private-git-to-accepted-actor-final.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:413:3:0:../ABYSS-STACK-D-0127-bind-resume-private-git-to-accepted-actor-final.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:af38219f896285f333827d7e:aoa:abyss-stack:anchor:03ba34b239b56b2c1dfb69a8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:03ba34b239b56b2c1dfb69a8","label":"Rule of thumb","locator":{"end_column":16,"end_line":29,"fragment":"rule-of-thumb","pointer":"","start_column":1,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rule-of-thumb","source_id":"aoa:abyss-stack:artifact:af38219f896285f333827d7e","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/79.jsonl b/kag/indexes/shards/anchor/79.jsonl
index ae88218003..29c8df6a1b 100644
--- a/kag/indexes/shards/anchor/79.jsonl
+++ b/kag/indexes/shards/anchor/79.jsonl
@@ -64,6 +64,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae:aoa:abyss-stack:anchor:9b378b0af2f65ffc590f591c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9b378b0af2f65ffc590f591c","label":"test_git_mirror_hygiene_blocks_live_private_and_heavy_paths","locator":{"end_column":18,"end_line":75,"fragment":"","pointer":"","start_column":5,"start_line":59},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_git_mirror_hygiene_blocks_live_private_and_heavy_paths","target_ref":"python:self.assertIsNotNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_git_mirror_hygiene_blocks_live_private_and_heavy_paths","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_git_mirror_hygiene_blocks_live_private_and_heavy_paths","target_ref":"python:self.tracked_hygiene_issue"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeHygieneContractTests.test_git_mirror_hygiene_blocks_live_private_and_heavy_paths","semantic_key":"python:method:RuntimeHygieneContractTests.test_git_mirror_hygiene_blocks_live_private_and_heavy_paths","source_id":"aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9ee2698c6e40371183b10fdd:aoa:abyss-stack:anchor:921c61380e27e00e3c0d65e6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:921c61380e27e00e3c0d65e6","label":"main","locator":{"end_column":13,"end_line":46,"fragment":"","pointer":"","start_column":1,"start_line":12},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:args.repo_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:decision_indexes.collect_decision_records"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:decision_indexes.load_index_contract"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:decision_indexes.render_generated_files"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:decision_indexes.validate_decision_index_surfaces"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:decision_indexes.validate_index_contract_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:issues.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:issues.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:9ee2698c6e40371183b10fdd","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f:aoa:abyss-stack:anchor:83b6fbeb362e792166a58fae","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:83b6fbeb362e792166a58fae","label":"Gate","locator":{"end_column":7,"end_line":145,"fragment":"gate","pointer":"","start_column":1,"start_line":145},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:gate","source_id":"aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:93ec96ccec3031d69ca89ed6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:93ec96ccec3031d69ca89ed6","label":"_immutable_launch_fd","locator":{"end_column":44,"end_line":3264,"fragment":"","pointer":"","start_column":5,"start_line":3208},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:_open_regular_descriptor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:_read_descriptor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:fcntl.fcntl"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:os.fchmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:os.lseek"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:os.memfd_create"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_launch_fd","target_ref":"python:os.write"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._immutable_launch_fd","semantic_key":"python:method:ManagedLspSession._immutable_launch_fd","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:71fca5f6b490333fbdffa793","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:71fca5f6b490333fbdffa793","label":"print_case_status","locator":{"end_column":60,"end_line":2815,"fragment":"","pointer":"","start_column":1,"start_line":2808},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:approval_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:load_graph_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:load_result_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:print"}],"parser_ref":"python-ast@1","qualified_name":"print_case_status","semantic_key":"python:function:print_case_status","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:4017ea45da9a092b9d9099b6","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:4017ea45da9a092b9d9099b6","label":"ABYSS-STACK-D-0091 Session Memory and ToS Read Contour Isolation","locator":{"end_column":134,"end_line":783,"fragment":"","pointer":"","start_column":3,"start_line":783},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:session-evidence","target_ref":"../ABYSS-STACK-D-0091-session-and-tos-read-contour-isolation.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:783:3:0:../ABYSS-STACK-D-0091-session-and-tos-read-contour-isolation.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:76528b3160a5724bc99f49b8","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:76528b3160a5724bc99f49b8","label":"ABYSS-STACK-D-0121 Close Nested Review Evidence Before Inference","locator":{"end_column":141,"end_line":488,"fragment":"","pointer":"","start_column":3,"start_line":488},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:independent-review","target_ref":"../ABYSS-STACK-D-0121-close-nested-review-evidence-before-inference.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:488:3:0:../ABYSS-STACK-D-0121-close-nested-review-evidence-before-inference.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/7a.jsonl b/kag/indexes/shards/anchor/7a.jsonl
index 1a627b39ae..bba3796bc3 100644
--- a/kag/indexes/shards/anchor/7a.jsonl
+++ b/kag/indexes/shards/anchor/7a.jsonl
@@ -6,7 +6,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:106974c8c8bb8adb965440d7:aoa:abyss-stack:anchor:bc6d1d691262a60bebbedad8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:bc6d1d691262a60bebbedad8","label":"Options considered","locator":{"end_column":21,"end_line":31,"fragment":"options-considered","pointer":"","start_column":1,"start_line":31},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:106974c8c8bb8adb965440d7","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:172e98739cc33f1954720630:aoa:abyss-stack:anchor:ba771bd4f978f336fe994f33","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ba771bd4f978f336fe994f33","label":"evidence_expires_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/evidence_expires_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/evidence_expires_at","source_id":"aoa:abyss-stack:artifact:172e98739cc33f1954720630","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:17c0ef72bbf6e66a2b9174c2:aoa:abyss-stack:anchor:c2a2c4497a07459d7753c7c9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c2a2c4497a07459d7753c7c9","label":"main","locator":{"end_column":13,"end_line":93,"fragment":"","pointer":"","start_column":1,"start_line":63},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:identity_target_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:rendered_identity_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:rendered_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:stale.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:target_paths"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:17c0ef72bbf6e66a2b9174c2","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:3f3dd02446d03226629aa0f7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3f3dd02446d03226629aa0f7","label":"test_active_schema_documents_are_valid_draft_2020_12_contracts","locator":{"end_column":51,"end_line":750,"fragment":"","pointer":"","start_column":1,"start_line":733},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:Draft202012Validator.check_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:active_schema_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:payload.get"}],"parser_ref":"python-ast@1","qualified_name":"test_active_schema_documents_are_valid_draft_2020_12_contracts","semantic_key":"python:function:test_active_schema_documents_are_valid_draft_2020_12_contracts","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:3f3dd02446d03226629aa0f7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3f3dd02446d03226629aa0f7","label":"test_active_schema_documents_are_valid_draft_2020_12_contracts","locator":{"end_column":51,"end_line":762,"fragment":"","pointer":"","start_column":1,"start_line":745},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:Draft202012Validator.check_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:active_schema_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_documents_are_valid_draft_2020_12_contracts","target_ref":"python:payload.get"}],"parser_ref":"python-ast@1","qualified_name":"test_active_schema_documents_are_valid_draft_2020_12_contracts","semantic_key":"python:function:test_active_schema_documents_are_valid_draft_2020_12_contracts","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1a548e9218c9b7c28e355d3e:aoa:abyss-stack:anchor:bd0cee4060265112f9a0d9b5","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:bd0cee4060265112f9a0d9b5","label":"Scope","locator":{"end_column":8,"end_line":6,"fragment":"scope","pointer":"","start_column":1,"start_line":6},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:scope","source_id":"aoa:abyss-stack:artifact:1a548e9218c9b7c28e355d3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:1d7dfe971174a0154a138980:aoa:abyss-stack:anchor:709e4e16e172127ba7c16258","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:709e4e16e172127ba7c16258","label":"test_semantic_ovms_probe_covers_socket_activated_cold_start","locator":{"end_column":53,"end_line":2752,"fragment":"","pointer":"","start_column":1,"start_line":2751},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"test_semantic_ovms_probe_covers_socket_activated_cold_start","semantic_key":"python:function:test_semantic_ovms_probe_covers_socket_activated_cold_start","source_id":"aoa:abyss-stack:artifact:1d7dfe971174a0154a138980","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1f16fefe5e114929803cad96:aoa:abyss-stack:anchor:c8613358336f58904960b062","_kind":"anchor","anchor_kind":"toml_key","id":"aoa:abyss-stack:anchor:c8613358336f58904960b062","label":"abyss-stack-mcp-preflight","locator":{"end_column":60,"end_line":33,"fragment":"","pointer":"project.scripts.abyss-stack-mcp-preflight","start_column":1,"start_line":33},"outbound_refs":[],"parser_ref":"aoa-toml-path@1","qualified_name":"","semantic_key":"key:project.scripts.abyss-stack-mcp-preflight","source_id":"aoa:abyss-stack:artifact:1f16fefe5e114929803cad96","symbol_kind":""}
@@ -58,6 +58,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:902f3706ce7c66d07d2ad147:aoa:abyss-stack:anchor:cb9f8d3d580148fc589a7e33","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cb9f8d3d580148fc589a7e33","label":"_ModernOnlyHTTPApp","locator":{"end_column":45,"end_line":103,"fragment":"","pointer":"","start_column":1,"start_line":26},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_ModernOnlyHTTPApp","semantic_key":"python:class:_ModernOnlyHTTPApp","source_id":"aoa:abyss-stack:artifact:902f3706ce7c66d07d2ad147","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:960f118fdfee8c85229fdef1:aoa:abyss-stack:anchor:96b5056e9319e0751882b9f9","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:96b5056e9319e0751882b9f9","label":"status","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/status","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/status","source_id":"aoa:abyss-stack:artifact:960f118fdfee8c85229fdef1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:6a979c89f1600bc94d7bf285","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:6a979c89f1600bc94d7bf285","label":"LC_MODEL","locator":{"end_column":31,"end_line":64,"fragment":"","pointer":"/services/langchain-api/environment/LC_MODEL","start_column":7,"start_line":64},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/environment/LC_MODEL","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:16b3abb4941a8c4608059a5a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:16b3abb4941a8c4608059a5a","label":"_relation","locator":{"end_column":10,"end_line":1901,"fragment":"","pointer":"","start_column":5,"start_line":1872},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._relation","target_ref":"python:_anchor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._relation","target_ref":"python:_anchor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._relation","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._relation","target_ref":"python:_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._relation","target_ref":"python:_unresolved_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._relation","target_ref":"python:relation_id.removeprefix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._relation","target_ref":"python:self.relations.append"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor._relation","semantic_key":"python:method:_PythonObservationVisitor._relation","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:7a32492a0a1862aae08e59f7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7a32492a0a1862aae08e59f7","label":"snapshot","locator":{"end_column":10,"end_line":3930,"fragment":"","pointer":"","start_column":5,"start_line":3913},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.snapshot","target_ref":"python:self._process.poll"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession.snapshot","semantic_key":"python:method:ManagedLspSession.snapshot","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d:aoa:abyss-stack:anchor:1f25631714407d05e05912ba","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1f25631714407d05e05912ba","label":"Consequences","locator":{"end_column":15,"end_line":46,"fragment":"consequences","pointer":"","start_column":1,"start_line":46},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:1e7597caa2a21176f7712888","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1e7597caa2a21176f7712888","label":"write_text","locator":{"end_column":34,"end_line":260,"fragment":"","pointer":"","start_column":1,"start_line":259},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_text","target_ref":"python:TRIALS.write_text"}],"parser_ref":"python-ast@1","qualified_name":"write_text","semantic_key":"python:function:write_text","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac0ab86ff3ab4ebcda94bc5b:aoa:abyss-stack:anchor:3c79c5eec8172c9a7595ffdf","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:3c79c5eec8172c9a7595ffdf","label":"federation-seams","locator":{"end_column":54,"end_line":57,"fragment":"","pointer":"","start_column":5,"start_line":57},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:next-route","target_ref":"../federation-seams/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:57:5:0:../federation-seams/README.md","source_id":"aoa:abyss-stack:artifact:ac0ab86ff3ab4ebcda94bc5b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/7b.jsonl b/kag/indexes/shards/anchor/7b.jsonl
index 77bf25dc1e..37fb62ca56 100644
--- a/kag/indexes/shards/anchor/7b.jsonl
+++ b/kag/indexes/shards/anchor/7b.jsonl
@@ -36,6 +36,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:697386c8937babe0424a6f20:aoa:abyss-stack:anchor:d2a4f30a587fdfe3c63acd49","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d2a4f30a587fdfe3c63acd49","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:697386c8937babe0424a6f20","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:69dc0fdecc8dfd77cec5a098:aoa:abyss-stack:anchor:5a9e336771b40d48b8f4d5a5","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5a9e336771b40d48b8f4d5a5","label":"Source surfaces","locator":{"end_column":18,"end_line":103,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":103},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:69dc0fdecc8dfd77cec5a098","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2:aoa:abyss-stack:anchor:3cbb60b90c9daccd4c1b61d1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3cbb60b90c9daccd4c1b61d1","label":"_sha256_file","locator":{"end_column":30,"end_line":74,"fragment":"","pointer":"","start_column":1,"start_line":69},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:handle.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:iter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:path.open"}],"parser_ref":"python-ast@1","qualified_name":"_sha256_file","semantic_key":"python:function:_sha256_file","source_id":"aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:cf9a37913160f6925a231fac","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:cf9a37913160f6925a231fac","label":"task_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/task_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/task_id","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:0f230b8c56aa3cb4e6992cc9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0f230b8c56aa3cb4e6992cc9","label":"FakeRpc","locator":{"end_column":37,"end_line":225,"fragment":"","pointer":"","start_column":1,"start_line":47},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"FakeRpc","semantic_key":"python:class:FakeRpc","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:733bb04f8d7dee496638a807","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:733bb04f8d7dee496638a807","label":"discover_app_server_socket","locator":{"end_column":6,"end_line":514,"fragment":"","pointer":"","start_column":1,"start_line":434},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:_discovery_candidates"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:_endpoint_from_owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:_probe_owner_goal_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:_probe_owner_goal_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:_socket_is_connectable"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:_socket_is_connectable"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:_socket_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:owner.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:path.is_socket"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:path.is_socket"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:rejected.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:seen.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:time.sleep"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:time.sleep"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:discover_app_server_socket","target_ref":"python:value.strip"}],"parser_ref":"python-ast@1","qualified_name":"discover_app_server_socket","semantic_key":"python:function:discover_app_server_socket","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:c833e5f714e8317bb0a181ba","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c833e5f714e8317bb0a181ba","label":"_resume_runtime_degradation_recovery","locator":{"end_column":10,"end_line":1911,"fragment":"","pointer":"","start_column":5,"start_line":1836},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._resume_runtime_degradation_recovery","target_ref":"python:self._load_typed_scenario_inputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._resume_runtime_degradation_recovery","target_ref":"python:self._record_outcome"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._resume_runtime_degradation_recovery","target_ref":"python:self._transition"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._resume_runtime_degradation_recovery","target_ref":"python:self._transition"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._resume_runtime_degradation_recovery","target_ref":"python:self._write_lane_artifact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._resume_runtime_degradation_recovery","target_ref":"python:self.clock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._resume_runtime_degradation_recovery","target_ref":"python:self.clock"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._resume_runtime_degradation_recovery","semantic_key":"python:method:AgentOSRuntimeBridge._resume_runtime_degradation_recovery","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
@@ -58,6 +59,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:626ad6bedf68246a2ba77557","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:626ad6bedf68246a2ba77557","label":"test_experience_wave5_schemas_reject_wrong_types_for_every_field","locator":{"end_column":41,"end_line":300,"fragment":"","pointer":"","start_column":5,"start_line":290},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_wrong_types_for_every_field","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_wrong_types_for_every_field","target_ref":"python:load_contract"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_wrong_types_for_every_field","target_ref":"python:self.assertGreater"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_wrong_types_for_every_field","target_ref":"python:self.assert_invalid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_wrong_types_for_every_field","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_wrong_types_for_every_field","target_ref":"python:set_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_wrong_types_for_every_field","target_ref":"python:walk_values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_wrong_types_for_every_field","target_ref":"python:wrong_type_value"}],"parser_ref":"python-ast@1","qualified_name":"ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_wrong_types_for_every_field","semantic_key":"python:method:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_wrong_types_for_every_field","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5:aoa:abyss-stack:anchor:5ce30bf7e5d2332316b160a5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5ce30bf7e5d2332316b160a5","label":"test_rejects_materializer_packet_without_consumer_axis","locator":{"end_column":24,"end_line":293,"fragment":"","pointer":"","start_column":1,"start_line":283},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rejects_materializer_packet_without_consumer_axis","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rejects_materializer_packet_without_consumer_axis","target_ref":"python:_inputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rejects_materializer_packet_without_consumer_axis","target_ref":"python:_project"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rejects_materializer_packet_without_consumer_axis","target_ref":"python:_write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rejects_materializer_packet_without_consumer_axis","target_ref":"python:_write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rejects_materializer_packet_without_consumer_axis","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rejects_materializer_packet_without_consumer_axis","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rejects_materializer_packet_without_consumer_axis","target_ref":"python:pytest.raises"}],"parser_ref":"python-ast@1","qualified_name":"test_rejects_materializer_packet_without_consumer_axis","semantic_key":"python:function:test_rejects_materializer_packet_without_consumer_axis","source_id":"aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155:aoa:abyss-stack:anchor:60f1b114616507c9dd9e00e5","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:60f1b114616507c9dd9e00e5","label":"mechanics/ARTIFACT_TOPOLOGY.md","locator":{"end_column":73,"end_line":24,"fragment":"","pointer":"","start_column":3,"start_line":24},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:canonical-surfaces","target_ref":"../../mechanics/ARTIFACT_TOPOLOGY.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:24:3:0:../../mechanics/ARTIFACT_TOPOLOGY.md","source_id":"aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:52ac77d54a9f8d399228401d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:52ac77d54a9f8d399228401d","label":"_prepare_receipt_directory","locator":{"end_column":14,"end_line":5014,"fragment":"","pointer":"","start_column":5,"start_line":5000},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_receipt_directory","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_receipt_directory","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_receipt_directory","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_receipt_directory","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_receipt_directory","target_ref":"python:self.receipts_path.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_receipt_directory","target_ref":"python:self.receipts_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._prepare_receipt_directory","target_ref":"python:self.receipts_path.mkdir"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._prepare_receipt_directory","semantic_key":"python:method:LiveCodeIntelligenceRuntime._prepare_receipt_directory","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:245369d326adf606b77ad3c7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:245369d326adf606b77ad3c7","label":"await_first_mutation","locator":{"end_column":130,"end_line":2466,"fragment":"","pointer":"","start_column":5,"start_line":2465},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.await_first_mutation","target_ref":"python:milestone_gate"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.await_first_mutation","semantic_key":"python:method:build_graph.await_first_mutation","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:4cf898fde5415a7241670fe2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4cf898fde5415a7241670fe2","label":"main","locator":{"end_column":13,"end_line":2893,"fragment":"","pointer":"","start_column":1,"start_line":2846},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:available_cases"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:configure_program_runtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:default_log_root_for"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:default_mirror_root_for"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:final_state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:final_state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:final_state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:final_state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:materialize"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:materialize"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:materialize"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:materialize"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print_all_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print_case_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:run_graph_scenario"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:run_graph_scenario"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab5d0f048eef7c71583e29f4:aoa:abyss-stack:anchor:1caba18b0c926324edf20c7c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1caba18b0c926324edf20c7c","label":"receipt_refs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/receipt_refs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/receipt_refs","source_id":"aoa:abyss-stack:artifact:ab5d0f048eef7c71583e29f4","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/7c.jsonl b/kag/indexes/shards/anchor/7c.jsonl
index 6776a0d572..35ab43ba37 100644
--- a/kag/indexes/shards/anchor/7c.jsonl
+++ b/kag/indexes/shards/anchor/7c.jsonl
@@ -36,6 +36,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5c38d8604b9dcbf8e5701909:aoa:abyss-stack:anchor:326d742edc9bbba3972d33f2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:326d742edc9bbba3972d33f2","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:5c38d8604b9dcbf8e5701909","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4:aoa:abyss-stack:anchor:fffcce59228f201ffdb0cd26","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fffcce59228f201ffdb0cd26","label":"runtime_mcp_sdk_identity","locator":{"end_column":56,"end_line":349,"fragment":"","pointer":"","start_column":1,"start_line":346},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:runtime_mcp_sdk_identity","target_ref":"python:_runtime_mcp_sdk_identity"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:runtime_mcp_sdk_identity","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:runtime_mcp_sdk_identity","target_ref":"python:os.getpid"}],"parser_ref":"python-ast@1","qualified_name":"runtime_mcp_sdk_identity","semantic_key":"python:function:runtime_mcp_sdk_identity","source_id":"aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:813a0b9f3b2c7b003d41f92a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:813a0b9f3b2c7b003d41f92a","label":"aoa_decisions_source_surface","locator":{"end_column":14,"end_line":317,"fragment":"","pointer":"","start_column":9,"start_line":309},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.aoa_decisions_source_surface","target_ref":"python:current_state"}],"parser_ref":"python-ast@1","qualified_name":"build_server.aoa_decisions_source_surface","semantic_key":"python:method:build_server.aoa_decisions_source_surface","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:426841b4b3a7b51c780fc0b1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:426841b4b3a7b51c780fc0b1","label":"test_tampered_persisted_lifecycle_is_not_a_query_source","locator":{"end_column":77,"end_line":2184,"fragment":"","pointer":"","start_column":5,"start_line":2176},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","target_ref":"python:self.runtime.current_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","target_ref":"python:self.runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_lifecycle_is_not_a_query_source","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:3122c59cc58e35535230370e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3122c59cc58e35535230370e","label":"_sha256_file","locator":{"end_column":30,"end_line":92,"fragment":"","pointer":"","start_column":1,"start_line":87},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:handle.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:iter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:path.open"}],"parser_ref":"python-ast@1","qualified_name":"_sha256_file","semantic_key":"python:function:_sha256_file","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a77e9d27858561299e03376:aoa:abyss-stack:anchor:603e5514d2080c4fb8a5cade","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:603e5514d2080c4fb8a5cade","label":"source_revisions","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/source_revisions","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/source_revisions","source_id":"aoa:abyss-stack:artifact:6a77e9d27858561299e03376","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:a40a094acdaef94fe211e904","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a40a094acdaef94fe211e904","label":"_pause_precondition","locator":{"end_column":6,"end_line":1083,"fragment":"","pointer":"","start_column":1,"start_line":1069},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_precondition","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_precondition","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_precondition","target_ref":"python:_safe_response_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_precondition","target_ref":"python:_sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_precondition","target_ref":"python:_sha256_bytes"}],"parser_ref":"python-ast@1","qualified_name":"_pause_precondition","semantic_key":"python:function:_pause_precondition","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
@@ -60,6 +61,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:1e5b315d5c873a5d3e1edf4b","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:1e5b315d5c873a5d3e1edf4b","label":"LLAMA_ARG_MLOCK","locator":{"end_column":26,"end_line":40,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_MLOCK","start_column":7,"start_line":40},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_MLOCK","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:3be727a57489763809ca4733","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:3be727a57489763809ca4733","label":"aoa.tuning.overlay","locator":{"end_column":65,"end_line":13,"fragment":"","pointer":"/services/llama-cpp/labels/aoa.tuning.overlay","start_column":7,"start_line":13},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/labels/aoa.tuning.overlay","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb:aoa:abyss-stack:anchor:7111f39825b765cd5250edd6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7111f39825b765cd5250edd6","label":"test_retryable_admission_waits_with_one_idempotency_identity","locator":{"end_column":45,"end_line":179,"fragment":"","pointer":"","start_column":5,"start_line":158},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:load_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:mock.patch.dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:module.reserve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:subprocess.CompletedProcess"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:subprocess.CompletedProcess"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:subprocess.CompletedProcess"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","semantic_key":"python:method:OvmsLifecycleTests.test_retryable_admission_waits_with_one_idempotency_identity","source_id":"aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:37b88042241947941f043787","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:37b88042241947941f043787","label":"_validated_file_manifest","locator":{"end_column":26,"end_line":381,"fragment":"","pointer":"","start_column":1,"start_line":345},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:_contains_surrogate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:entries.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:mapping.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:mapping.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:relative.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:relative.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:seen.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validated_file_manifest","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"_validated_file_manifest","semantic_key":"python:function:_validated_file_manifest","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:5e0165af779fb549bb41900f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5e0165af779fb549bb41900f","label":"_query_result","locator":{"end_column":10,"end_line":7215,"fragment":"","pointer":"","start_column":5,"start_line":7166},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_result","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_result","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_result","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_result","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_result","target_ref":"python:self._machine_binding_envelope"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._query_result","target_ref":"python:self._provider_worker_surface"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._query_result","semantic_key":"python:method:LiveCodeIntelligenceRuntime._query_result","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32:aoa:abyss-stack:anchor:06d6acb809d3bfc7016975c5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:06d6acb809d3bfc7016975c5","label":"PhilosophyQueryPathResponse","locator":{"end_column":24,"end_line":238,"fragment":"","pointer":"","start_column":1,"start_line":224},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"PhilosophyQueryPathResponse","semantic_key":"python:class:PhilosophyQueryPathResponse","source_id":"aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5:aoa:abyss-stack:anchor:67e49cbf1234fba4b669e135","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:67e49cbf1234fba4b669e135","label":"gemma4-e2b-it","locator":{"end_column":16,"end_line":20,"fragment":"","pointer":"/models/gemma4-e2b-it","start_column":3,"start_line":20},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/models/gemma4-e2b-it","source_id":"aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:58bfa6071bc9e196cafdace6","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:58bfa6071bc9e196cafdace6","label":"ABYSS-STACK-D-0126 Typed Visible Holder Closure Authorization","locator":{"end_column":135,"end_line":515,"fragment":"","pointer":"","start_column":3,"start_line":515},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:lifecycle","target_ref":"../ABYSS-STACK-D-0126-typed-visible-holder-closure-authorization.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:515:3:0:../ABYSS-STACK-D-0126-typed-visible-holder-closure-authorization.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
@@ -85,6 +88,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:e241341659b909f7887c4003:aoa:abyss-stack:anchor:62c857a5f16309af7261d65e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:62c857a5f16309af7261d65e","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:e241341659b909f7887c4003","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:e4b2a1d254ede2be1e28488f:aoa:abyss-stack:anchor:809188ce50fdaadb61acae6d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:809188ce50fdaadb61acae6d","label":"_session_path_from_registry","locator":{"end_column":74,"end_line":8966,"fragment":"","pointer":"","start_column":5,"start_line":8960},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:display.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:display.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:display.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:display.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoASessionMemoryMCPState._session_path_from_registry","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"AoASessionMemoryMCPState._session_path_from_registry","semantic_key":"python:method:AoASessionMemoryMCPState._session_path_from_registry","source_id":"aoa:abyss-stack:artifact:e4b2a1d254ede2be1e28488f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e5c2b0ba39cdc92dc303bb2e:aoa:abyss-stack:anchor:86ee1fc9d76171caa8212a3d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:86ee1fc9d76171caa8212a3d","label":"`intel`","locator":{"end_column":10,"end_line":255,"fragment":"intel","pointer":"","start_column":1,"start_line":255},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:intel","source_id":"aoa:abyss-stack:artifact:e5c2b0ba39cdc92dc303bb2e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f:aoa:abyss-stack:anchor:e3a378a25568f5f308fe9b51","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e3a378a25568f5f308fe9b51","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:f2dcc71adbf2772e4ef4229e:aoa:abyss-stack:anchor:a34464329a862f1711751010","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a34464329a862f1711751010","label":"operator cutover","locator":{"end_column":19,"end_line":348,"fragment":"operator-cutover","pointer":"","start_column":1,"start_line":348},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:operator-cutover","source_id":"aoa:abyss-stack:artifact:f2dcc71adbf2772e4ef4229e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:f2dcc71adbf2772e4ef4229e:aoa:abyss-stack:anchor:a35362a1fe2c667a051a044a","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:a35362a1fe2c667a051a044a","label":"ABYSS-STACK-D-0096 Fail-Closed MCP Protocol Migration Lab","locator":{"end_column":127,"end_line":361,"fragment":"","pointer":"","start_column":3,"start_line":361},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:organ-access-fabric","target_ref":"../ABYSS-STACK-D-0096-fail-closed-mcp-protocol-migration-lab.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:361:3:0:../ABYSS-STACK-D-0096-fail-closed-mcp-protocol-migration-lab.md","source_id":"aoa:abyss-stack:artifact:f2dcc71adbf2772e4ef4229e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:f3f877cd85ae95f826205525:aoa:abyss-stack:anchor:625931d882d8a6799360847c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:625931d882d8a6799360847c","label":"exported_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/exported_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/exported_at","source_id":"aoa:abyss-stack:artifact:f3f877cd85ae95f826205525","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/7d.jsonl b/kag/indexes/shards/anchor/7d.jsonl
index e535a7b866..bfe0060b8b 100644
--- a/kag/indexes/shards/anchor/7d.jsonl
+++ b/kag/indexes/shards/anchor/7d.jsonl
@@ -28,6 +28,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5c7f5796a7f1e7f2f99fe2d8:aoa:abyss-stack:anchor:eee45fbcaa90f8d873fa229f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:eee45fbcaa90f8d873fa229f","label":"_write_canonical_json","locator":{"end_column":71,"end_line":85,"fragment":"","pointer":"","start_column":1,"start_line":83},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_canonical_json","target_ref":"python:_canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_canonical_json","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_canonical_json","target_ref":"python:path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"_write_canonical_json","semantic_key":"python:function:_write_canonical_json","source_id":"aoa:abyss-stack:artifact:5c7f5796a7f1e7f2f99fe2d8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f:aoa:abyss-stack:anchor:1d78cbb8faedbfa033158a47","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:1d78cbb8faedbfa033158a47","label":"diagnostic-spine","locator":{"end_column":54,"end_line":57,"fragment":"","pointer":"","start_column":5,"start_line":57},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:next-route","target_ref":"../diagnostic-spine/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:57:5:0:../diagnostic-spine/README.md","source_id":"aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:3acb3b211ea5722ba3d876c0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3acb3b211ea5722ba3d876c0","label":"_is_valid_git_ref","locator":{"end_column":34,"end_line":776,"fragment":"","pointer":"","start_column":1,"start_line":762},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_valid_git_ref","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_valid_git_ref","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"_is_valid_git_ref","semantic_key":"python:function:_is_valid_git_ref","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:554d1ecfa1d19f93b6cde9b5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:554d1ecfa1d19f93b6cde9b5","label":"test_parse_failure_without_current_points_to_last_good_fallback","locator":{"end_column":81,"end_line":2528,"fragment":"","pointer":"","start_column":5,"start_line":2510},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.runtime.current_path.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_parse_failure_without_current_points_to_last_good_fallback","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8:aoa:abyss-stack:anchor:1996f11060135c53daba73dd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1996f11060135c53daba73dd","label":"build_status","locator":{"end_column":18,"end_line":483,"fragment":"","pointer":"","start_column":1,"start_line":218},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:Counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_consumer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_consumer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_deployment_artifact_identity_current"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_earliest_expiry"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_earliest_expiry"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_evidence_is_current"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_evidence_is_current"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_live_fleet_identity_attested"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_passed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_passed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_passed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_passed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_passed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_passed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_passed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_passed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_passed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_passed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_stable_rollback_identity_bound"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:_timestamp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:canonical_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:datetime.now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:min"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:production_cutover_blockers.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:production_cutover_blockers.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:production_cutover_blockers.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:production_cutover_blockers.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:production_cutover_blockers.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:validate_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_status","target_ref":"python:validate_payload"}],"parser_ref":"python-ast@1","qualified_name":"build_status","semantic_key":"python:function:build_status","source_id":"aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6757f802ddcf70a472022ea9:aoa:abyss-stack:anchor:995ec0dd1e22f2b5d5ade221","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:995ec0dd1e22f2b5d5ade221","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:6757f802ddcf70a472022ea9","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67fe99d76a6342f974c26385:aoa:abyss-stack:anchor:36d2f98912b180658e621827","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:36d2f98912b180658e621827","label":"finished_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/finished_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/finished_at","source_id":"aoa:abyss-stack:artifact:67fe99d76a6342f974c26385","symbol_kind":"json_key"}
@@ -64,6 +65,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:138ae9297f0ceb87b96816dc","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:138ae9297f0ceb87b96816dc","label":"scrape_configs","locator":{"end_column":15,"end_line":8,"fragment":"","pointer":"/scrape_configs","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:d9f000e61d1913c13db23bd8","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d9f000e61d1913c13db23bd8","label":"targets","locator":{"end_column":16,"end_line":21,"fragment":"","pointer":"/scrape_configs/2/static_configs/0/targets","start_column":7,"start_line":21},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs/2/static_configs/0/targets","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155:aoa:abyss-stack:anchor:4905f59396a5cb66e4564e8f","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:4905f59396a5cb66e4564e8f","label":"runtime-repair","locator":{"end_column":61,"end_line":38,"fragment":"","pointer":"","start_column":3,"start_line":38},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:package-entrypoints","target_ref":"../../mechanics/runtime-repair/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:38:3:0:../../mechanics/runtime-repair/README.md","source_id":"aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:68ad7945883660adf7c01f98","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:68ad7945883660adf7c01f98","label":"visit","locator":{"end_column":47,"end_line":339,"fragment":"","pointer":"","start_column":5,"start_line":301},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:_contains_surrogate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:_digest_regular_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:child.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:child.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:child.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:entries.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:os.scandir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest.visit","target_ref":"python:visit"}],"parser_ref":"python-ast@1","qualified_name":"_directory_file_manifest.visit","semantic_key":"python:method:_directory_file_manifest.visit","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:c15c74c60b51083e248b28cb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c15c74c60b51083e248b28cb","label":"_refresh_with_operation","locator":{"end_column":46,"end_line":6682,"fragment":"","pointer":"","start_column":5,"start_line":6613},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._prepare_operation_receipt_directory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._refresh_unlocked"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._refresh_unlocked"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._state_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._state_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._transition_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._write_operation_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:self._write_operation_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_with_operation","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._refresh_with_operation","semantic_key":"python:method:LiveCodeIntelligenceRuntime._refresh_with_operation","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:895dde52457b5d7f36b267b7","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:895dde52457b5d7f36b267b7","label":"command","locator":{"end_column":12,"end_line":58,"fragment":"","pointer":"/services/redis/command","start_column":5,"start_line":58},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/redis/command","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a317ae219ef8a1c7391032f6:aoa:abyss-stack:anchor:393b06634f3d8ec7662b51af","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:393b06634f3d8ec7662b51af","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:a317ae219ef8a1c7391032f6","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c:aoa:abyss-stack:anchor:a01f5520b7d13f697d025e78","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a01f5520b7d13f697d025e78","label":"write_json","locator":{"end_column":95,"end_line":26,"fragment":"","pointer":"","start_column":1,"start_line":24},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_json","target_ref":"python:ensure_parent"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_json","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_json","target_ref":"python:path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"write_json","semantic_key":"python:function:write_json","source_id":"aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/7e.jsonl b/kag/indexes/shards/anchor/7e.jsonl
index e13f812abc..0e7a29bb33 100644
--- a/kag/indexes/shards/anchor/7e.jsonl
+++ b/kag/indexes/shards/anchor/7e.jsonl
@@ -3,7 +3,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:049aa91da24a30f6073508fb:aoa:abyss-stack:anchor:a5205023b6d932ba695ea4f7","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a5205023b6d932ba695ea4f7","label":"AOA_RERANK_MODEL_DIR","locator":{"end_column":50,"end_line":8,"fragment":"","pointer":"/services/rerank-api/environment/AOA_RERANK_MODEL_DIR","start_column":7,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/rerank-api/environment/AOA_RERANK_MODEL_DIR","source_id":"aoa:abyss-stack:artifact:049aa91da24a30f6073508fb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:05c103c1f3e103e9b2ebf939:aoa:abyss-stack:anchor:b5058d965922577290ab725b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b5058d965922577290ab725b","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:05c103c1f3e103e9b2ebf939","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0617804d03e072d552f970b4:aoa:abyss-stack:anchor:8ff41edd54577c3334d1c84a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8ff41edd54577c3334d1c84a","label":"unknown","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/unknown","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/unknown","source_id":"aoa:abyss-stack:artifact:0617804d03e072d552f970b4","symbol_kind":"json_key"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:f628293fc5ae388c2f526c7b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f628293fc5ae388c2f526c7b","label":"Included in this release","locator":{"end_column":28,"end_line":1577,"fragment":"included-in-this-release-1","pointer":"","start_column":1,"start_line":1577},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:included-in-this-release-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:f628293fc5ae388c2f526c7b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f628293fc5ae388c2f526c7b","label":"Included in this release","locator":{"end_column":28,"end_line":1581,"fragment":"included-in-this-release-1","pointer":"","start_column":1,"start_line":1581},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:included-in-this-release-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:073dd6d37ba43a279a298d4a:aoa:abyss-stack:anchor:c39a66a8a490ac242a2d4c40","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:c39a66a8a490ac242a2d4c40","label":"OVMS_EMBEDDINGS_MODEL","locator":{"end_column":85,"end_line":20,"fragment":"","pointer":"/services/langchain-api-llamacpp/environment/OVMS_EMBEDDINGS_MODEL","start_column":7,"start_line":20},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api-llamacpp/environment/OVMS_EMBEDDINGS_MODEL","source_id":"aoa:abyss-stack:artifact:073dd6d37ba43a279a298d4a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:07c7bd4f519bd40483056b30:aoa:abyss-stack:anchor:f58ef25fabde864bef534920","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f58ef25fabde864bef534920","label":"TransportSettings","locator":{"end_column":21,"end_line":28,"fragment":"","pointer":"","start_column":1,"start_line":25},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"TransportSettings","semantic_key":"python:class:TransportSettings","source_id":"aoa:abyss-stack:artifact:07c7bd4f519bd40483056b30","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:09204b08eddc3f34ac815936:aoa:abyss-stack:anchor:0104b0fa7809b22f7d7bae79","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:0104b0fa7809b22f7d7bae79","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:09204b08eddc3f34ac815936","symbol_kind":""}
@@ -11,7 +11,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:106974c8c8bb8adb965440d7:aoa:abyss-stack:anchor:3cccda7fa1829651d2d95c1a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3cccda7fa1829651d2d95c1a","label":"Consequences","locator":{"end_column":15,"end_line":77,"fragment":"consequences","pointer":"","start_column":1,"start_line":77},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:106974c8c8bb8adb965440d7","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:12d867bcf970078df744fe0a:aoa:abyss-stack:anchor:b03b6b6c94a4c2fbb8604d7b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b03b6b6c94a4c2fbb8604d7b","label":"service","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/service","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"service","semantic_key":"json:/$defs/service","source_id":"aoa:abyss-stack:artifact:12d867bcf970078df744fe0a","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:15d4d9002f70166965257949:aoa:abyss-stack:anchor:eac2ddede7db389105fc723e","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:eac2ddede7db389105fc723e","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:15d4d9002f70166965257949","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:d193b9bfe450f02e07dc1eca","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d193b9bfe450f02e07dc1eca","label":"test_schema_example_mapping_covers_active_json_examples","locator":{"end_column":63,"end_line":765,"fragment":"","pointer":"","start_column":1,"start_line":757},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_schema_example_mapping_covers_active_json_examples","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_schema_example_mapping_covers_active_json_examples","target_ref":"python:active_example_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_schema_example_mapping_covers_active_json_examples","target_ref":"python:path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_schema_example_mapping_covers_active_json_examples","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"test_schema_example_mapping_covers_active_json_examples","semantic_key":"python:function:test_schema_example_mapping_covers_active_json_examples","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:d193b9bfe450f02e07dc1eca","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d193b9bfe450f02e07dc1eca","label":"test_schema_example_mapping_covers_active_json_examples","locator":{"end_column":63,"end_line":777,"fragment":"","pointer":"","start_column":1,"start_line":769},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_schema_example_mapping_covers_active_json_examples","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_schema_example_mapping_covers_active_json_examples","target_ref":"python:active_example_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_schema_example_mapping_covers_active_json_examples","target_ref":"python:path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_schema_example_mapping_covers_active_json_examples","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"test_schema_example_mapping_covers_active_json_examples","semantic_key":"python:function:test_schema_example_mapping_covers_active_json_examples","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1d7dfe971174a0154a138980:aoa:abyss-stack:anchor:9e6aa7a17def7f9dceaed0bd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9e6aa7a17def7f9dceaed0bd","label":"test_runtime_inventory_and_set_digest_cover_files_and_symlinks","locator":{"end_column":10,"end_line":517,"fragment":"","pointer":"","start_column":1,"start_line":496},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","target_ref":"python:binary.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","target_ref":"python:binary.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","target_ref":"python:os.symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","target_ref":"python:reversed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","target_ref":"python:runtime_manifest.artifact_set_sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","target_ref":"python:runtime_manifest.artifact_set_sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","target_ref":"python:runtime_manifest.inventory_runtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"test_runtime_inventory_and_set_digest_cover_files_and_symlinks","semantic_key":"python:function:test_runtime_inventory_and_set_digest_cover_files_and_symlinks","source_id":"aoa:abyss-stack:artifact:1d7dfe971174a0154a138980","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1f63733307f0a53b367d2232:aoa:abyss-stack:anchor:4ff08d0dd81ef724b2903061","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4ff08d0dd81ef724b2903061","label":"http_get_text","locator":{"end_column":24,"end_line":252,"fragment":"","pointer":"","start_column":1,"start_line":244},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_get_text","target_ref":"python:exc.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_get_text","target_ref":"python:resp.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_get_text","target_ref":"python:urllib.request.Request"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_get_text","target_ref":"python:urllib.request.urlopen"}],"parser_ref":"python-ast@1","qualified_name":"http_get_text","semantic_key":"python:function:http_get_text","source_id":"aoa:abyss-stack:artifact:1f63733307f0a53b367d2232","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:26122ad215f27046207d4fe4:aoa:abyss-stack:anchor:da659104195e584013a4567c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:da659104195e584013a4567c","label":"test_federation_landing_requires_route_api_catalog_entry","locator":{"end_column":78,"end_line":280,"fragment":"","pointer":"","start_column":1,"start_line":235},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_federation_landing_requires_route_api_catalog_entry","target_ref":"python:federation_surface.validate_federation_landing"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_federation_landing_requires_route_api_catalog_entry","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_federation_landing_requires_route_api_catalog_entry","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_federation_landing_requires_route_api_catalog_entry","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_federation_landing_requires_route_api_catalog_entry","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_federation_landing_requires_route_api_catalog_entry","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_federation_landing_requires_route_api_catalog_entry","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_federation_landing_requires_route_api_catalog_entry","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_federation_landing_requires_route_api_catalog_entry","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_federation_landing_requires_route_api_catalog_entry","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"test_federation_landing_requires_route_api_catalog_entry","semantic_key":"python:function:test_federation_landing_requires_route_api_catalog_entry","source_id":"aoa:abyss-stack:artifact:26122ad215f27046207d4fe4","symbol_kind":"function"}
@@ -40,6 +40,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5d6ac70ff4ded6b76e925553:aoa:abyss-stack:anchor:8aa3b16e44225f600348201e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8aa3b16e44225f600348201e","label":"Runtime contract","locator":{"end_column":19,"end_line":32,"fragment":"runtime-contract","pointer":"","start_column":1,"start_line":32},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-contract","source_id":"aoa:abyss-stack:artifact:5d6ac70ff4ded6b76e925553","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:8adb147fa9e869b2739e90d9","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:8adb147fa9e869b2739e90d9","label":"band","locator":{"end_column":14,"end_line":12,"fragment":"","pointer":"/band","start_column":1,"start_line":12},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/band","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bc3b72430907deac2c3efff:aoa:abyss-stack:anchor:282e7cf5089411cfe6428c1a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:282e7cf5089411cfe6428c1a","label":"Consequences","locator":{"end_column":15,"end_line":76,"fragment":"consequences","pointer":"","start_column":1,"start_line":76},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:6bc3b72430907deac2c3efff","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:f0eccafe130ad2972430bed6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f0eccafe130ad2972430bed6","label":"artifact_paths","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/artifact_paths","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/artifact_paths","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:733198fdd96c173c71d7cd90:aoa:abyss-stack:anchor:4e02937fe66b9dfc48d67994","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4e02937fe66b9dfc48d67994","label":"__init__","locator":{"end_column":56,"end_line":154,"fragment":"","pointer":"","start_column":5,"start_line":130},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.__init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.__init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.__init__","target_ref":"python:require_supported_sdk"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.__init__","target_ref":"python:super"}],"parser_ref":"python-ast@1","qualified_name":"AbyssMCPServer.__init__","semantic_key":"python:method:AbyssMCPServer.__init__","source_id":"aoa:abyss-stack:artifact:733198fdd96c173c71d7cd90","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:773be200fbcc339a73d66903:aoa:abyss-stack:anchor:7a60e10cf6e7667aa5b41dba","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7a60e10cf6e7667aa5b41dba","label":"_utc_now","locator":{"end_column":50,"end_line":59,"fragment":"","pointer":"","start_column":1,"start_line":58},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_utc_now","target_ref":"python:datetime.now"}],"parser_ref":"python-ast@1","qualified_name":"_utc_now","semantic_key":"python:function:_utc_now","source_id":"aoa:abyss-stack:artifact:773be200fbcc339a73d66903","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7939fb423140de0a4b026e64:aoa:abyss-stack:anchor:5197ad675cf4dd556e3075c6","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:5197ad675cf4dd556e3075c6","label":"aoa.tuning.posture","locator":{"end_column":37,"end_line":20,"fragment":"","pointer":"/services/llama-cpp/labels/aoa.tuning.posture","start_column":7,"start_line":20},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/labels/aoa.tuning.posture","source_id":"aoa:abyss-stack:artifact:7939fb423140de0a4b026e64","symbol_kind":""}
@@ -78,6 +79,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:c8d8658adbf559f06dec68b6:aoa:abyss-stack:anchor:7d07e5b5b9c650cc2656424b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7d07e5b5b9c650cc2656424b","label":"_require_no_symlink_components","locator":{"end_column":20,"end_line":398,"fragment":"","pointer":"","start_column":1,"start_line":393},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_no_symlink_components","target_ref":"python:CanaryRunnerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_no_symlink_components","target_ref":"python:component.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_no_symlink_components","target_ref":"python:component.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_no_symlink_components","target_ref":"python:component.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_no_symlink_components","target_ref":"python:path.expanduser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_no_symlink_components","target_ref":"python:reversed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_no_symlink_components","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"_require_no_symlink_components","semantic_key":"python:function:_require_no_symlink_components","source_id":"aoa:abyss-stack:artifact:c8d8658adbf559f06dec68b6","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:c9d9445154ddb420456ce39e:aoa:abyss-stack:anchor:cb1f519e3fcd02d552f56c67","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:cb1f519e3fcd02d552f56c67","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:c9d9445154ddb420456ce39e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:d86d56410152adaa2c8aaca8:aoa:abyss-stack:anchor:9a082ac550519846e81e1575","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:9a082ac550519846e81e1575","label":"test","locator":{"end_column":134,"end_line":46,"fragment":"","pointer":"/services/rag-api/healthcheck/test","start_column":7,"start_line":46},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/rag-api/healthcheck/test","source_id":"aoa:abyss-stack:artifact:d86d56410152adaa2c8aaca8","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80:aoa:abyss-stack:anchor:66cea79e4d1a23870f9e55a3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:66cea79e4d1a23870f9e55a3","label":"Runtime return ABI","locator":{"end_column":21,"end_line":137,"fragment":"runtime-return-abi","pointer":"","start_column":1,"start_line":137},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-return-abi","source_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:dc29990d729be5b797344086:aoa:abyss-stack:anchor:52d6dc635230b0aeef82c868","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:52d6dc635230b0aeef82c868","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:dc29990d729be5b797344086","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:dd32a26431803d3f41d6018f:aoa:abyss-stack:anchor:62751fbb754fd0a356d87f2c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:62751fbb754fd0a356d87f2c","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:dd32a26431803d3f41d6018f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:de6ed33b9e5ba02d4b66e2e5:aoa:abyss-stack:anchor:f0cbc6c06331ed9b3cf7722a","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:f0cbc6c06331ed9b3cf7722a","label":"theme_ref","locator":{"end_column":13,"end_line":8,"fragment":"","pointer":"/theme_ref","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/theme_ref","source_id":"aoa:abyss-stack:artifact:de6ed33b9e5ba02d4b66e2e5","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/7f.jsonl b/kag/indexes/shards/anchor/7f.jsonl
index 53fdea18e7..67e515aa08 100644
--- a/kag/indexes/shards/anchor/7f.jsonl
+++ b/kag/indexes/shards/anchor/7f.jsonl
@@ -7,7 +7,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03e291f2f5c1aea2e3dcc699:aoa:abyss-stack:anchor:587924a10c09701ea63b76a4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:587924a10c09701ea63b76a4","label":"section_object","locator":{"end_column":6,"end_line":59,"fragment":"","pointer":"","start_column":1,"start_line":39},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"section_object","semantic_key":"python:function:section_object","source_id":"aoa:abyss-stack:artifact:03e291f2f5c1aea2e3dcc699","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:052ae4ded6508b55bdfc81c0:aoa:abyss-stack:anchor:6e2e853e0ace6c213d08b596","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6e2e853e0ace6c213d08b596","label":"Rationale","locator":{"end_column":12,"end_line":50,"fragment":"rationale","pointer":"","start_column":1,"start_line":50},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:052ae4ded6508b55bdfc81c0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:ac1606c9bccb6aafee20f1e2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ac1606c9bccb6aafee20f1e2","label":"run","locator":{"end_column":42,"end_line":341,"fragment":"","pointer":"","start_column":5,"start_line":340},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:DummyServer.run","target_ref":"python:self.transports.append"}],"parser_ref":"python-ast@1","qualified_name":"DummyServer.run","semantic_key":"python:method:DummyServer.run","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:4f459a264eac5332e7f9f5b8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4f459a264eac5332e7f9f5b8","label":"Summary","locator":{"end_column":11,"end_line":1513,"fragment":"summary-2","pointer":"","start_column":1,"start_line":1513},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:summary-2","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:4f459a264eac5332e7f9f5b8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4f459a264eac5332e7f9f5b8","label":"Summary","locator":{"end_column":11,"end_line":1517,"fragment":"summary-2","pointer":"","start_column":1,"start_line":1517},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:summary-2","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0af86ca6a25a0f270c29a17e:aoa:abyss-stack:anchor:1b4bdfa0f8f53ac5c90bf833","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1b4bdfa0f8f53ac5c90bf833","label":"Primary Risks","locator":{"end_column":16,"end_line":3,"fragment":"primary-risks","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:primary-risks","source_id":"aoa:abyss-stack:artifact:0af86ca6a25a0f270c29a17e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345:aoa:abyss-stack:anchor:bf0a6f0550cb54099799d5f7","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:bf0a6f0550cb54099799d5f7","label":"routes/AUDIT","locator":{"end_column":54,"end_line":39,"fragment":"","pointer":"","start_column":23,"start_line":39},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:start-here","target_ref":"routes/AUDIT.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:39:23:0:routes/AUDIT.md","source_id":"aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f2e680584c74140fcb78bc1:aoa:abyss-stack:anchor:be191232ed94f0bae0fc0b61","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:be191232ed94f0bae0fc0b61","label":"test_default_local_stack_root_is_current_checkout","locator":{"end_column":66,"end_line":43,"fragment":"","pointer":"","start_column":1,"start_line":39},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"test_default_local_stack_root_is_current_checkout","semantic_key":"python:function:test_default_local_stack_root_is_current_checkout","source_id":"aoa:abyss-stack:artifact:0f2e680584c74140fcb78bc1","symbol_kind":"function"}
@@ -34,6 +34,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:3ae704a65d3f1dc96e685f26:aoa:abyss-stack:anchor:d2899d1f7b53f2bfbdcc11cd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d2899d1f7b53f2bfbdcc11cd","label":"validate_authority","locator":{"end_column":20,"end_line":88,"fragment":"","pointer":"","start_column":5,"start_line":79},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedContourBinding.validate_authority","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedContourBinding.validate_authority","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedContourBinding.validate_authority","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedContourBinding.validate_authority","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedContourBinding.validate_authority","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedContourBinding.validate_authority","target_ref":"python:model_validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedContourBinding.validate_authority","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"ManagedContourBinding.validate_authority","semantic_key":"python:method:ManagedContourBinding.validate_authority","source_id":"aoa:abyss-stack:artifact:3ae704a65d3f1dc96e685f26","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3b6e8bdf6025fb79234b2709:aoa:abyss-stack:anchor:6826a7216d5b169a997d4ba4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6826a7216d5b169a997d4ba4","label":"test_stage_then_artifact_admitted_activation_is_fail_closed","locator":{"end_column":74,"end_line":1088,"fragment":"","pointer":"","start_column":1,"start_line":1039},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:artifact_gate_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:bin_dir.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:make_sources"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:registry.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:runtime_install.activate_admitted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:runtime_install.release_artifact_subject_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:runtime_install.stage"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:runtime_install.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stage_then_artifact_admitted_activation_is_fail_closed","target_ref":"python:write_artifact_gate"}],"parser_ref":"python-ast@1","qualified_name":"test_stage_then_artifact_admitted_activation_is_fail_closed","semantic_key":"python:function:test_stage_then_artifact_admitted_activation_is_fail_closed","source_id":"aoa:abyss-stack:artifact:3b6e8bdf6025fb79234b2709","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3dc5dd454e080eb849ee5efa:aoa:abyss-stack:anchor:b2e7b2b2f76547146e26c49c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b2e7b2b2f76547146e26c49c","label":"Use by Agents","locator":{"end_column":16,"end_line":187,"fragment":"use-by-agents","pointer":"","start_column":1,"start_line":187},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:use-by-agents","source_id":"aoa:abyss-stack:artifact:3dc5dd454e080eb849ee5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:3e577d548e95db372813e2a1:aoa:abyss-stack:anchor:631c306e341c1447111c39a4","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:631c306e341c1447111c39a4","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:41032884c21e9ddefd82efef:aoa:abyss-stack:anchor:d672adf3e1a9c944dd2d7845","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d672adf3e1a9c944dd2d7845","label":"ensure_w5_pass","locator":{"end_column":19,"end_line":859,"fragment":"","pointer":"","start_column":1,"start_line":852},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w5_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w5_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w5_pass","target_ref":"python:index_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w5_pass","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w5_pass","target_ref":"python:payload.get"}],"parser_ref":"python-ast@1","qualified_name":"ensure_w5_pass","semantic_key":"python:function:ensure_w5_pass","source_id":"aoa:abyss-stack:artifact:41032884c21e9ddefd82efef","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:4ff56cda48e67eeff7e22a36:aoa:abyss-stack:anchor:bda13b8f16dfd07a8de519db","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bda13b8f16dfd07a8de519db","label":"_atomic_write","locator":{"end_column":31,"end_line":127,"fragment":"","pointer":"","start_column":1,"start_line":106},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:InstallError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:_ensure_directory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:_fsync_directory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:handle.fileno"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:handle.flush"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:handle.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:os.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:os.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:os.fdopen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:os.fsync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:os.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:path.parent.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:tempfile.mkstemp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:temporary.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write","target_ref":"python:temporary.unlink"}],"parser_ref":"python-ast@1","qualified_name":"_atomic_write","semantic_key":"python:function:_atomic_write","source_id":"aoa:abyss-stack:artifact:4ff56cda48e67eeff7e22a36","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8:aoa:abyss-stack:anchor:cc8699726dde45cad83c5d07","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cc8699726dde45cad83c5d07","label":"_recover_terminal_result_locked","locator":{"end_column":20,"end_line":14554,"fragment":"","pointer":"","start_column":5,"start_line":14397},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:ExternalCodexRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:ExternalCodexRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:ExternalCodexRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:ExternalCodexRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:ExternalCodexRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:_verified_artifact_ref_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:_verified_artifact_ref_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:attempts_by_id.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:events_ref.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:events_ref.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:invocation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:invocation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:invocation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:invocation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:invocation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:invocation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:invocation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:result_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:result_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:self._events_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:self._save_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:self._session_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:self._validate_owner_admission_result_binding_locked"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._recover_terminal_result_locked","target_ref":"python:validate_json"}],"parser_ref":"python-ast@1","qualified_name":"ExternalCodexRuntime._recover_terminal_result_locked","semantic_key":"python:method:ExternalCodexRuntime._recover_terminal_result_locked","source_id":"aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8","symbol_kind":"method"}
@@ -43,6 +44,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e:aoa:abyss-stack:anchor:c98d3ab21c7edc4a2cf908db","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c98d3ab21c7edc4a2cf908db","label":"test_post_exec_resolution_recurses_through_nested_shebangs","locator":{"end_column":6,"end_line":3025,"fragment":"","pointer":"","start_column":1,"start_line":2999},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:MODULE._post_exec_argv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:MODULE._post_exec_executable_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:MODULE.sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:executable.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:executable.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:final_interpreter.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:final_interpreter.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:final_interpreter.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:nested_interpreter.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:nested_interpreter.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_post_exec_resolution_recurses_through_nested_shebangs","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_post_exec_resolution_recurses_through_nested_shebangs","semantic_key":"python:function:test_post_exec_resolution_recurses_through_nested_shebangs","source_id":"aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:56584d1feee37802eef59a2c:aoa:abyss-stack:anchor:c669f8241d8c9884b34ba9d5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c669f8241d8c9884b34ba9d5","label":"nullableText","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/nullableText","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"nullableText","semantic_key":"json:/$defs/nullableText","source_id":"aoa:abyss-stack:artifact:56584d1feee37802eef59a2c","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb:aoa:abyss-stack:anchor:f7fe70aadac5f83599a6f000","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f7fe70aadac5f83599a6f000","label":"ownerRef","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/ownerRef","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"ownerRef","semantic_key":"json:/$defs/ownerRef","source_id":"aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:86dc7498d64f8e9731053f1d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:86dc7498d64f8e9731053f1d","label":"test_deleted_module_invalidates_existing_importers","locator":{"end_column":64,"end_line":1678,"fragment":"","pointer":"","start_column":5,"start_line":1649},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.assertLessEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_deleted_module_invalidates_existing_importers","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:ebc8f745f4f7c2be680282ea","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:ebc8f745f4f7c2be680282ea","label":"note","locator":{"end_column":60,"end_line":42,"fragment":"","pointer":"/harvest/note","start_column":3,"start_line":42},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/harvest/note","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a869a9f393c9c9af029c977:aoa:abyss-stack:anchor:3a47a211cc4245e08a1ac94f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3a47a211cc4245e08a1ac94f","label":"stable_spec","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/stable_spec","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/stable_spec","source_id":"aoa:abyss-stack:artifact:6a869a9f393c9c9af029c977","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c7359e3bb8b820f2afbb86a:aoa:abyss-stack:anchor:4369e9a1c051913aa4b0585d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4369e9a1c051913aa4b0585d","label":"Options considered","locator":{"end_column":21,"end_line":26,"fragment":"options-considered","pointer":"","start_column":1,"start_line":26},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:6c7359e3bb8b820f2afbb86a","symbol_kind":""}
@@ -75,6 +77,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:e4df7a07513cee10dcafdd24","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e4df7a07513cee10dcafdd24","label":"test_failed_rollback_is_persisted_without_false_success","locator":{"end_column":72,"end_line":320,"fragment":"","pointer":"","start_column":1,"start_line":282},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:EffectExecutor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:executor.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:iter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:prepare_effect_inputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success","target_ref":"python:timedelta"}],"parser_ref":"python-ast@1","qualified_name":"test_failed_rollback_is_persisted_without_false_success","semantic_key":"python:function:test_failed_rollback_is_persisted_without_false_success","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3:aoa:abyss-stack:anchor:7ec4145f60f2bd88348cdfaa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7ec4145f60f2bd88348cdfaa","label":"_distribution_package_digest","locator":{"end_column":6,"end_line":285,"fragment":"","pointer":"","start_column":1,"start_line":267},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_package_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_package_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_package_digest","target_ref":"python:_distribution_record_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_package_digest","target_ref":"python:_installed_package_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_package_digest","target_ref":"python:_is_under"}],"parser_ref":"python-ast@1","qualified_name":"_distribution_package_digest","semantic_key":"python:function:_distribution_package_digest","source_id":"aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:279771a9ed184b12835df4d8","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:279771a9ed184b12835df4d8","label":"LLAMA_ARG_REASONING","locator":{"end_column":32,"end_line":54,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_REASONING","start_column":7,"start_line":54},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_REASONING","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:f1bf50aa97f74f64569cf0fc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f1bf50aa97f74f64569cf0fc","label":"discover","locator":{"end_column":10,"end_line":7136,"fragment":"","pointer":"","start_column":5,"start_line":7089},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:persisted_last_good.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:self._lifecycle_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:self._lsp_session_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:self._machine_binding_envelope"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:self._observation_lanes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:self._owner_review_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:self._provider_worker_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:self._refresh_lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:self._state_identity_matches_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:self.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.discover","target_ref":"python:self.status"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.discover","semantic_key":"python:method:LiveCodeIntelligenceRuntime.discover","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29:aoa:abyss-stack:anchor:e51c65fe29b1028e0d89e42f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e51c65fe29b1028e0d89e42f","label":"5. Speech and tool layer","locator":{"end_column":28,"end_line":76,"fragment":"5-speech-and-tool-layer","pointer":"","start_column":1,"start_line":76},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:5-speech-and-tool-layer","source_id":"aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:a0e97585d99ea2aa51dccf64","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a0e97585d99ea2aa51dccf64","label":"load_result_summary","locator":{"end_column":27,"end_line":280,"fragment":"","pointer":"","start_column":1,"start_line":276},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_result_summary","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_result_summary","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_result_summary","target_ref":"python:scenario_root"}],"parser_ref":"python-ast@1","qualified_name":"load_result_summary","semantic_key":"python:function:load_result_summary","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:2916c8ed0176058ff8765b3b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2916c8ed0176058ff8765b3b","label":"approval policy","locator":{"end_column":18,"end_line":306,"fragment":"approval-policy","pointer":"","start_column":1,"start_line":306},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:approval-policy","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/81.jsonl b/kag/indexes/shards/anchor/81.jsonl
index 6505509a2e..8aeba3fa97 100644
--- a/kag/indexes/shards/anchor/81.jsonl
+++ b/kag/indexes/shards/anchor/81.jsonl
@@ -37,6 +37,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:56dee15ed679498d4bde7463:aoa:abyss-stack:anchor:cbddd850e5ca4eb601cc8327","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cbddd850e5ca4eb601cc8327","label":"test_actor_safe_utf8_fixture_keeps_literal_backslash_bytes_outside_redaction","locator":{"end_column":49,"end_line":207,"fragment":"","pointer":"","start_column":1,"start_line":178},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_actor_safe_utf8_fixture_keeps_literal_backslash_bytes_outside_redaction","target_ref":"python:RUNTIME._actor_safe_input_envelope"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_actor_safe_utf8_fixture_keeps_literal_backslash_bytes_outside_redaction","target_ref":"python:frozenset"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_actor_safe_utf8_fixture_keeps_literal_backslash_bytes_outside_redaction","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_actor_safe_utf8_fixture_keeps_literal_backslash_bytes_outside_redaction","target_ref":"python:source.encode"}],"parser_ref":"python-ast@1","qualified_name":"test_actor_safe_utf8_fixture_keeps_literal_backslash_bytes_outside_redaction","semantic_key":"python:function:test_actor_safe_utf8_fixture_keeps_literal_backslash_bytes_outside_redaction","source_id":"aoa:abyss-stack:artifact:56dee15ed679498d4bde7463","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2:aoa:abyss-stack:anchor:f9847791d7aa0b23f761d08c","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:f9847791d7aa0b23f761d08c","label":"emit_return_events","locator":{"end_column":26,"end_line":74,"fragment":"","pointer":"/logging/emit_return_events","start_column":3,"start_line":74},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/logging/emit_return_events","source_id":"aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5dd0e36ea474c2e4fea50782:aoa:abyss-stack:anchor:6f4400002d87a548374a0f0e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6f4400002d87a548374a0f0e","label":"Consequences","locator":{"end_column":15,"end_line":75,"fragment":"consequences","pointer":"","start_column":1,"start_line":75},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:5dd0e36ea474c2e4fea50782","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:f7f8ebae64de8e7d0f57c4f6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f7f8ebae64de8e7d0f57c4f6","label":"test_relative_imports_invalidate_their_importers","locator":{"end_column":10,"end_line":1630,"fragment":"","pointer":"","start_column":5,"start_line":1615},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_relative_imports_invalidate_their_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_relative_imports_invalidate_their_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_relative_imports_invalidate_their_importers","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_relative_imports_invalidate_their_importers","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_relative_imports_invalidate_their_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_relative_imports_invalidate_their_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_relative_imports_invalidate_their_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_relative_imports_invalidate_their_importers","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_relative_imports_invalidate_their_importers","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_relative_imports_invalidate_their_importers","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:721cb772b561ff8433f27475:aoa:abyss-stack:anchor:7a00915fb5b4986075efd1a8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7a00915fb5b4986075efd1a8","label":"run_check","locator":{"end_column":18,"end_line":298,"fragment":"","pointer":"","start_column":1,"start_line":88},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:_request_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:_request_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:advisory_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:advisory_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:advisory_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:advisory_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:body.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:body.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:build_probe_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:health_body.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:health_body.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:kag_context.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:kag_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:kag_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:kag_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:memo_selector.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:memo_selector.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:memo_selector.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:memo_selector.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:memo_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:memo_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:memo_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:memo_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:playbook_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:playbook_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:playbook_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:playbook_trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:selectors.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:selectors.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_check","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"run_check","semantic_key":"python:function:run_check","source_id":"aoa:abyss-stack:artifact:721cb772b561ff8433f27475","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:40806325244970e65e54af22","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:40806325244970e65e54af22","label":"_invoke_run_backend","locator":{"end_column":6,"end_line":1047,"fragment":"","pointer":"","start_column":1,"start_line":999},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:ChatOpenAI"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:HumanMessage"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:_literal_reply_target"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:_normalize_answer_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:_ollama_chat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:_openai_completion"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:_optional_int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:_optional_int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:_optional_int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_invoke_run_backend","target_ref":"python:llm.invoke"}],"parser_ref":"python-ast@1","qualified_name":"_invoke_run_backend","semantic_key":"python:function:_invoke_run_backend","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:795992a5745bace0747ef607:aoa:abyss-stack:anchor:e853374e2b10b6f726f664f1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e853374e2b10b6f726f664f1","label":"_local_port_path_is_ignored","locator":{"end_column":123,"end_line":819,"fragment":"","pointer":"","start_column":1,"start_line":815},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_local_port_path_is_ignored","target_ref":"python:_workspace_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_local_port_path_is_ignored","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_local_port_path_is_ignored","target_ref":"python:relative.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_local_port_path_is_ignored","semantic_key":"python:function:_local_port_path_is_ignored","source_id":"aoa:abyss-stack:artifact:795992a5745bace0747ef607","symbol_kind":"function"}
@@ -60,6 +61,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:93400db88cd62d2a81a90650:aoa:abyss-stack:anchor:d32c32aecbb755fecb978461","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d32c32aecbb755fecb978461","label":"__init__","locator":{"end_column":23,"end_line":34,"fragment":"","pointer":"","start_column":5,"start_line":31},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LocalHttpError.__init__","target_ref":"python:super"}],"parser_ref":"python-ast@1","qualified_name":"LocalHttpError.__init__","semantic_key":"python:method:LocalHttpError.__init__","source_id":"aoa:abyss-stack:artifact:93400db88cd62d2a81a90650","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:d82c39e1c6357de451c524b0","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d82c39e1c6357de451c524b0","label":"degrade_state","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/degrade_state","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/degrade_state","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:dac809905021f5a3a3f7ff2d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dac809905021f5a3a3f7ff2d","label":"scenario","locator":{"end_column":29,"end_line":359,"fragment":"","pointer":"","start_column":5,"start_line":353},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker.scenario","target_ref":"python:_acquire_request_drain_lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker.scenario","target_ref":"python:acquire.done"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker.scenario","target_ref":"python:asyncio.create_task"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker.scenario","target_ref":"python:asyncio.sleep"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker.scenario","target_ref":"python:asyncio.wait_for"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker.scenario","target_ref":"python:fcntl.flock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker.scenario","target_ref":"python:os.close"}],"parser_ref":"python-ast@1","qualified_name":"test_request_drain_lock_waits_without_starting_an_effect_worker.scenario","semantic_key":"python:method:test_request_drain_lock_waits_without_starting_an_effect_worker.scenario","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:02522f8b14cf18c0aa43bbdf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:02522f8b14cf18c0aa43bbdf","label":"_write_json_atomic","locator":{"end_column":42,"end_line":633,"fragment":"","pointer":"","start_column":1,"start_line":600},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:handle.fileno"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:handle.flush"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:handle.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:json.dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:os.fdopen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:os.fsync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:os.getpid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:path.with_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:temporary.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:temporary.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_json_atomic","target_ref":"python:threading.get_ident"}],"parser_ref":"python-ast@1","qualified_name":"_write_json_atomic","semantic_key":"python:function:_write_json_atomic","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:54bb6d7916c34d1922e0eaa5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:54bb6d7916c34d1922e0eaa5","label":"_validate_lifecycle_component","locator":{"end_column":42,"end_line":883,"fragment":"","pointer":"","start_column":1,"start_line":871},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_lifecycle_component","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_lifecycle_component","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_lifecycle_component","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_lifecycle_component","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_lifecycle_component","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_lifecycle_component","target_ref":"python:component.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_lifecycle_component","target_ref":"python:component.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_lifecycle_component","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_lifecycle_component","target_ref":"python:dict"}],"parser_ref":"python-ast@1","qualified_name":"_validate_lifecycle_component","semantic_key":"python:function:_validate_lifecycle_component","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:81312a55f0155cd64fa023a1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:81312a55f0155cd64fa023a1","label":"_immutable_source_fds","locator":{"end_column":18,"end_line":3391,"fragment":"","pointer":"","start_column":5,"start_line":3352},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:_directory_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:_directory_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:bindings.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:self._immutable_launch_fd"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:self._source_manifest.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._immutable_source_fds","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._immutable_source_fds","semantic_key":"python:method:ManagedLspSession._immutable_source_fds","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d:aoa:abyss-stack:anchor:4771d4d85751bde1e34eb5b4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4771d4d85751bde1e34eb5b4","label":"Source surfaces","locator":{"end_column":18,"end_line":53,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":53},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a38afa6506fd860f4305359f:aoa:abyss-stack:anchor:460321d10ddafb105053b59c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:460321d10ddafb105053b59c","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:a38afa6506fd860f4305359f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29:aoa:abyss-stack:anchor:af8263ca95f7fedfbc85d468","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:af8263ca95f7fedfbc85d468","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/82.jsonl b/kag/indexes/shards/anchor/82.jsonl
index 29ca3526e9..758113ef70 100644
--- a/kag/indexes/shards/anchor/82.jsonl
+++ b/kag/indexes/shards/anchor/82.jsonl
@@ -30,6 +30,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5bb2e9fdb392c4eca0d7549e:aoa:abyss-stack:anchor:3b5ab1056598e5641718c423","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3b5ab1056598e5641718c423","label":"Local Contract","locator":{"end_column":17,"end_line":19,"fragment":"local-contract","pointer":"","start_column":1,"start_line":19},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:local-contract","source_id":"aoa:abyss-stack:artifact:5bb2e9fdb392c4eca0d7549e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5ebb90fdab6b56d166e3d73a:aoa:abyss-stack:anchor:eaba143cee2bd532e4bc32c4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:eaba143cee2bd532e4bc32c4","label":"bridge_record_entries","locator":{"end_column":19,"end_line":70,"fragment":"","pointer":"","start_column":1,"start_line":44},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:entries.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:entries.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:records_root.glob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:bridge_record_entries","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"bridge_record_entries","semantic_key":"python:function:bridge_record_entries","source_id":"aoa:abyss-stack:artifact:5ebb90fdab6b56d166e3d73a","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:369bddca75d117c0ed32af3c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:369bddca75d117c0ed32af3c","label":"summary_resource","locator":{"end_column":87,"end_line":359,"fragment":"","pointer":"","start_column":9,"start_line":358},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.summary_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.summary_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.summary_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.summary_resource","semantic_key":"python:method:build_server.summary_resource","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:b1c0583b39d3e14ba8910895","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b1c0583b39d3e14ba8910895","label":"test_lsp_launch_rejects_relative_path_outside_snapshot","locator":{"end_column":57,"end_line":1072,"fragment":"","pointer":"","start_column":5,"start_line":1042},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:ManagedLspSession._can_use_immutable_launch_fds"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:outside.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","target_ref":"python:unittest.skipUnless"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_relative_path_outside_snapshot","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:ea8adc2fbd7383fbcb57aa72","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ea8adc2fbd7383fbcb57aa72","label":"test_lsp_launch_binds_artifact_command_and_source_root","locator":{"end_column":58,"end_line":566,"fragment":"","pointer":"","start_column":5,"start_line":518},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:other_lsp.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:other_lsp.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:other_source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:other_source.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_artifact_command_and_source_root","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:cf77699e9c18a7c25e7dbc52","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:cf77699e9c18a7c25e7dbc52","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a97b5658d78dd5731a7a315:aoa:abyss-stack:anchor:f8a0bb964958c84bb884a35a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f8a0bb964958c84bb884a35a","label":"Observe current state","locator":{"end_column":24,"end_line":76,"fragment":"observe-current-state","pointer":"","start_column":1,"start_line":76},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:observe-current-state","source_id":"aoa:abyss-stack:artifact:6a97b5658d78dd5731a7a315","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c8bc3c68449b993c6781201:aoa:abyss-stack:anchor:1d88d62ffe281ed1c9874c8a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1d88d62ffe281ed1c9874c8a","label":"_credential_token","locator":{"end_column":34,"end_line":100,"fragment":"","pointer":"","start_column":1,"start_line":87},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_credential_token","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_credential_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_credential_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_credential_token","target_ref":"python:credential_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_credential_token","target_ref":"python:credential_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_credential_token","target_ref":"python:credential_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_credential_token","target_ref":"python:credential_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_credential_token","target_ref":"python:credential_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_credential_token","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_credential_token","target_ref":"python:raw.removesuffix"}],"parser_ref":"python-ast@1","qualified_name":"_credential_token","semantic_key":"python:function:_credential_token","source_id":"aoa:abyss-stack:artifact:6c8bc3c68449b993c6781201","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:546260434c65d3481f2e8c0b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:546260434c65d3481f2e8c0b","label":"_build_approval_request","locator":{"end_column":10,"end_line":2746,"fragment":"","pointer":"","start_column":5,"start_line":2712},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._build_approval_request","target_ref":"python:ApprovalRequest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._build_approval_request","target_ref":"python:self._event_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._build_approval_request","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._build_approval_request","target_ref":"python:timedelta"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._build_approval_request","semantic_key":"python:method:AgentOSRuntimeBridge._build_approval_request","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/83.jsonl b/kag/indexes/shards/anchor/83.jsonl
index 88cbec6a27..1970ebb7bc 100644
--- a/kag/indexes/shards/anchor/83.jsonl
+++ b/kag/indexes/shards/anchor/83.jsonl
@@ -45,6 +45,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9d8b1be7502659cea440bd24:aoa:abyss-stack:anchor:90135e2c65653e7e62650cae","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:90135e2c65653e7e62650cae","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:9d8b1be7502659cea440bd24","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:800dce8d88d8e45435eba8b1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:800dce8d88d8e45435eba8b1","label":"_immutable_private_json","locator":{"end_column":28,"end_line":138,"fragment":"","pointer":"","start_column":1,"start_line":123},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_immutable_private_json","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_immutable_private_json","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_immutable_private_json","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_immutable_private_json","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_immutable_private_json","target_ref":"python:os.fsync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_immutable_private_json","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_immutable_private_json","target_ref":"python:os.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_immutable_private_json","target_ref":"python:path.parent.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_immutable_private_json","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_immutable_private_json","target_ref":"python:path.read_bytes"}],"parser_ref":"python-ast@1","qualified_name":"_immutable_private_json","semantic_key":"python:function:_immutable_private_json","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:dd82d44fca04ae860d37f432","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dd82d44fca04ae860d37f432","label":"_verdicts","locator":{"end_column":6,"end_line":301,"fragment":"","pointer":"","start_column":1,"start_line":282},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verdicts","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verdicts","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verdicts","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verdicts","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verdicts","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verdicts","target_ref":"python:status.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verdicts","target_ref":"python:status.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verdicts","target_ref":"python:status.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verdicts","target_ref":"python:status.get"}],"parser_ref":"python-ast@1","qualified_name":"_verdicts","semantic_key":"python:function:_verdicts","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:b31450775c3a0e19bae3d665","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b31450775c3a0e19bae3d665","label":"_ProviderWorkQueue","locator":{"end_column":32,"end_line":2573,"fragment":"","pointer":"","start_column":1,"start_line":2533},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_ProviderWorkQueue","semantic_key":"python:class:_ProviderWorkQueue","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:30e68088dfdf73ddb406ec85","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:30e68088dfdf73ddb406ec85","label":"run_graph_scenario","locator":{"end_column":23,"end_line":2805,"fragment":"","pointer":"","start_column":1,"start_line":2783},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:build_graph"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:graph.invoke"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:load_graph_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:refresh_w5_outputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:save_graph_state"}],"parser_ref":"python-ast@1","qualified_name":"run_graph_scenario","semantic_key":"python:function:run_graph_scenario","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:aa50269d09d67d3ecd52ce23:aoa:abyss-stack:anchor:597d95ef087f9230d06928df","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:597d95ef087f9230d06928df","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:aa50269d09d67d3ecd52ce23","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac0ab86ff3ab4ebcda94bc5b:aoa:abyss-stack:anchor:5144eb6f22561f56690e1017","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5144eb6f22561f56690e1017","label":"Validation","locator":{"end_column":14,"end_line":50,"fragment":"validation","pointer":"","start_column":1,"start_line":50},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation","source_id":"aoa:abyss-stack:artifact:ac0ab86ff3ab4ebcda94bc5b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/84.jsonl b/kag/indexes/shards/anchor/84.jsonl
index 673c4ef5c6..600e48df5d 100644
--- a/kag/indexes/shards/anchor/84.jsonl
+++ b/kag/indexes/shards/anchor/84.jsonl
@@ -48,6 +48,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:38c3462d2d3eb6b1f0a74ac5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:38c3462d2d3eb6b1f0a74ac5","label":"materialize","locator":{"end_column":46,"end_line":774,"fragment":"","pointer":"","start_column":1,"start_line":754},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:available_cases"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:contracts.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:log_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:mirror_readme"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:mirror_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:node_artifacts_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:program_readme"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:refresh_w6_outputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"materialize","semantic_key":"python:function:materialize","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:95958bc5447d5ce3c2eeb1c7:aoa:abyss-stack:anchor:f53e3fd279426f1c5e7a357f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f53e3fd279426f1c5e7a357f","label":"Federation Seams Provenance","locator":{"end_column":29,"end_line":1,"fragment":"federation-seams-provenance","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:federation-seams-provenance","source_id":"aoa:abyss-stack:artifact:95958bc5447d5ce3c2eeb1c7","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9783f16d116b4b884f146872:aoa:abyss-stack:anchor:5ba3f72160fea0b00c08f292","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5ba3f72160fea0b00c08f292","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:9783f16d116b4b884f146872","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14:aoa:abyss-stack:anchor:5f213641201a90adfa17fc8b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5f213641201a90adfa17fc8b","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:e3eba5cd6036be7203058523","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e3eba5cd6036be7203058523","label":"LLAMA_ARG_FIT_CTX","locator":{"end_column":31,"end_line":47,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_FIT_CTX","start_column":7,"start_line":47},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_FIT_CTX","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a09102d1f2512ee158e894fa:aoa:abyss-stack:anchor:a8cd7637a2c537433f16d19d","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a8cd7637a2c537433f16d19d","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:a09102d1f2512ee158e894fa","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:b8d01455c19194c1dc1375d3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b8d01455c19194c1dc1375d3","label":"collect_evidence","locator":{"end_column":10,"end_line":2164,"fragment":"","pointer":"","start_column":5,"start_line":2151},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_evidence","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_evidence","target_ref":"python:collect_evidence_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_evidence","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_evidence","target_ref":"python:node_artifacts_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_evidence","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_evidence","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_evidence","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_evidence","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.collect_evidence","semantic_key":"python:method:build_graph.collect_evidence","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/85.jsonl b/kag/indexes/shards/anchor/85.jsonl
index 789bda3186..a1fc6ae09e 100644
--- a/kag/indexes/shards/anchor/85.jsonl
+++ b/kag/indexes/shards/anchor/85.jsonl
@@ -2,6 +2,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:049aa91da24a30f6073508fb:aoa:abyss-stack:anchor:ca228df00b6cafdffa636191","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:ca228df00b6cafdffa636191","label":"/dev/dri","locator":{"end_column":25,"end_line":32,"fragment":"","pointer":"/services/rerank-api/devices/0/~1dev~1dri","start_column":7,"start_line":32},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/rerank-api/devices/0/~1dev~1dri","source_id":"aoa:abyss-stack:artifact:049aa91da24a30f6073508fb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:04d563135afd1cddcbf94810:aoa:abyss-stack:anchor:b6020201c3d09eb1ecf315d2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b6020201c3d09eb1ecf315d2","label":"run","locator":{"end_column":58,"end_line":13,"fragment":"","pointer":"","start_column":1,"start_line":12},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"run","semantic_key":"python:function:run","source_id":"aoa:abyss-stack:artifact:04d563135afd1cddcbf94810","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:8ee550edbbf26d9002bbd64e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8ee550edbbf26d9002bbd64e","label":"record_kinds","locator":{"end_column":26,"end_line":1237,"fragment":"","pointer":"","start_column":1,"start_line":1184},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:_table_exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:dict.fromkeys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:node_clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:node_parameters.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:parameters.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:relation_clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:relation_parameters.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:record_kinds","target_ref":"python:values.extend"}],"parser_ref":"python-ast@1","qualified_name":"record_kinds","semantic_key":"python:function:record_kinds","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79:aoa:abyss-stack:anchor:f3bac8ef406744a495a2b0be","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f3bac8ef406744a495a2b0be","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d6af0aa353e84210d6ce63c:aoa:abyss-stack:anchor:c9cf7a2ef011fb8aeac5fe73","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c9cf7a2ef011fb8aeac5fe73","label":"test_memo_runtime_seam_requires_exporter_identity","locator":{"end_column":106,"end_line":58,"fragment":"","pointer":"","start_column":1,"start_line":19},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_memo_runtime_seam_requires_exporter_identity","target_ref":"python:federation_runtime_seams.validate_memo_runtime_seam"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_memo_runtime_seam_requires_exporter_identity","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_memo_runtime_seam_requires_exporter_identity","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_memo_runtime_seam_requires_exporter_identity","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_memo_runtime_seam_requires_exporter_identity","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"test_memo_runtime_seam_requires_exporter_identity","semantic_key":"python:function:test_memo_runtime_seam_requires_exporter_identity","source_id":"aoa:abyss-stack:artifact:0d6af0aa353e84210d6ce63c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e2292e390d3b853ea50ee5e:aoa:abyss-stack:anchor:9676d2e36d4474eed1370dfa","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:9676d2e36d4474eed1370dfa","label":"LC_OLLAMA_NUM_BATCH","locator":{"end_column":55,"end_line":18,"fragment":"","pointer":"/services/langchain-api/environment/LC_OLLAMA_NUM_BATCH","start_column":7,"start_line":18},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/environment/LC_OLLAMA_NUM_BATCH","source_id":"aoa:abyss-stack:artifact:0e2292e390d3b853ea50ee5e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:1051cdf1d8fe4bc5fce00ac8:aoa:abyss-stack:anchor:cfb281784b423d70a228a835","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:cfb281784b423d70a228a835","label":"STAY ORDER ENFORCEMENT JOB","locator":{"end_column":28,"end_line":1,"fragment":"stay-order-enforcement-job","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:stay-order-enforcement-job","source_id":"aoa:abyss-stack:artifact:1051cdf1d8fe4bc5fce00ac8","symbol_kind":""}
@@ -40,6 +41,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5e74eb7efa59f0539e7dcea3:aoa:abyss-stack:anchor:b8ded31c3bf37aac4933bb1b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b8ded31c3bf37aac4933bb1b","label":"id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/id","source_id":"aoa:abyss-stack:artifact:5e74eb7efa59f0539e7dcea3","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61953fe600e446c8d9491770:aoa:abyss-stack:anchor:f8f2c4182821f1bb37acc430","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f8f2c4182821f1bb37acc430","label":"test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","locator":{"end_column":53,"end_line":317,"fragment":"","pointer":"","start_column":1,"start_line":273},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:seed_workspace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:state.ensure_fresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:state.ensure_fresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:state.ensure_fresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:state.issues"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:state.repo"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","target_ref":"python:state_for"}],"parser_ref":"python-ast@1","qualified_name":"test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","semantic_key":"python:function:test_status_downgrades_when_local_tracking_ref_is_ahead_of_checkout","source_id":"aoa:abyss-stack:artifact:61953fe600e446c8d9491770","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:c11d0fbf27075e5c23082d34","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c11d0fbf27075e5c23082d34","label":"_schema_errors","locator":{"end_column":64,"end_line":759,"fragment":"","pointer":"","start_column":1,"start_line":747},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_errors","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_errors","target_ref":"python:FormatChecker"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_errors","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_errors","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_errors","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_errors","target_ref":"python:schema_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_errors","target_ref":"python:validator.iter_errors"}],"parser_ref":"python-ast@1","qualified_name":"_schema_errors","semantic_key":"python:function:_schema_errors","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:5f7d84862d056b2f5da4c3e6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5f7d84862d056b2f5da4c3e6","label":"test_canary_source_change_records_failed_operation_receipt","locator":{"end_column":65,"end_line":2928,"fragment":"","pointer":"","start_column":5,"start_line":2898},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.runtime.canary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f0a306b0bad5453f0e6f938:aoa:abyss-stack:anchor:1d6494d4554a1930eedca328","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1d6494d4554a1930eedca328","label":"test_focused_validator_modules_are_script_inventory_covered","locator":{"end_column":68,"end_line":127,"fragment":"","pointer":"","start_column":1,"start_line":99},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_focused_validator_modules_are_script_inventory_covered","target_ref":"python:load_inventory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_focused_validator_modules_are_script_inventory_covered","target_ref":"python:next"}],"parser_ref":"python-ast@1","qualified_name":"test_focused_validator_modules_are_script_inventory_covered","semantic_key":"python:function:test_focused_validator_modules_are_script_inventory_covered","source_id":"aoa:abyss-stack:artifact:6f0a306b0bad5453f0e6f938","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:717dc2618c64ed6b912de743:aoa:abyss-stack:anchor:d56202266d691d56997eadac","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d56202266d691d56997eadac","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:717dc2618c64ed6b912de743","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:72f2a4d580ffbb070b5cd1c3:aoa:abyss-stack:anchor:4f597758ae9659e5e9f87a13","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4f597758ae9659e5e9f87a13","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:72f2a4d580ffbb070b5cd1c3","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/86.jsonl b/kag/indexes/shards/anchor/86.jsonl
index 4d222585ca..44075c22a6 100644
--- a/kag/indexes/shards/anchor/86.jsonl
+++ b/kag/indexes/shards/anchor/86.jsonl
@@ -85,6 +85,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:c1b6fd2d78b61ea2efd3408f:aoa:abyss-stack:anchor:337a12338059a81ab1ebd823","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:337a12338059a81ab1ebd823","label":"recall_intent_ref","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/recall_intent_ref","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/recall_intent_ref","source_id":"aoa:abyss-stack:artifact:c1b6fd2d78b61ea2efd3408f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:c2820300fe7cd4e30a0dddcf:aoa:abyss-stack:anchor:1468c8b04ce9490819747df3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1468c8b04ce9490819747df3","label":"run_command","locator":{"end_column":67,"end_line":194,"fragment":"","pointer":"","start_column":1,"start_line":193},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_command","target_ref":"python:TRIALS.run_command"}],"parser_ref":"python-ast@1","qualified_name":"run_command","semantic_key":"python:function:run_command","source_id":"aoa:abyss-stack:artifact:c2820300fe7cd4e30a0dddcf","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:d0d53c82da32d9f620e6fe24:aoa:abyss-stack:anchor:33e7d29beec35ebc9c87c893","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:33e7d29beec35ebc9c87c893","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:d0d53c82da32d9f620e6fe24","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80:aoa:abyss-stack:anchor:b78ffa435060480de8518c93","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b78ffa435060480de8518c93","label":"LIVE code-intelligence direction — generation 63","locator":{"end_column":50,"end_line":1,"fragment":"live-code-intelligence-direction-generation-63","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:live-code-intelligence-direction-generation-63","source_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:d9f44be0e6ee57f0638eb6cc:aoa:abyss-stack:anchor:0c1b6c7b6f6a57c7f79c3f46","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0c1b6c7b6f6a57c7f79c3f46","label":"parse_args","locator":{"end_column":31,"end_line":31,"fragment":"","pointer":"","start_column":1,"start_line":22},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_args","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_args","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_args","target_ref":"python:parser.parse_args"}],"parser_ref":"python-ast@1","qualified_name":"parse_args","semantic_key":"python:function:parse_args","source_id":"aoa:abyss-stack:artifact:d9f44be0e6ee57f0638eb6cc","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:da5676238577964452bfd03b:aoa:abyss-stack:anchor:64031d43b0cf91bf77ef8247","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:64031d43b0cf91bf77ef8247","label":"LLAMA_ARG_PORT","locator":{"end_column":28,"end_line":14,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_PORT","start_column":7,"start_line":14},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_PORT","source_id":"aoa:abyss-stack:artifact:da5676238577964452bfd03b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:dcd20b43bb772736e4c7af24:aoa:abyss-stack:anchor:1e67b1ca9b07b035724a2812","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1e67b1ca9b07b035724a2812","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:dcd20b43bb772736e4c7af24","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/87.jsonl b/kag/indexes/shards/anchor/87.jsonl
index bd78b2cd01..0c0b69a5fa 100644
--- a/kag/indexes/shards/anchor/87.jsonl
+++ b/kag/indexes/shards/anchor/87.jsonl
@@ -32,6 +32,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5ee36d0a8f3420e108b06e8a:aoa:abyss-stack:anchor:722641fee7159b3a3139c8cc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:722641fee7159b3a3139c8cc","label":"KAG Runtime Seam","locator":{"end_column":18,"end_line":1,"fragment":"kag-runtime-seam","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:kag-runtime-seam","source_id":"aoa:abyss-stack:artifact:5ee36d0a8f3420e108b06e8a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:604dde0202beb7e732805d21:aoa:abyss-stack:anchor:3f58bb5b8f8e0cd34afce042","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:3f58bb5b8f8e0cd34afce042","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:604dde0202beb7e732805d21","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:60aeecd638520af8778777c7:aoa:abyss-stack:anchor:cf6eaf78190f5162cde4cd69","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:cf6eaf78190f5162cde4cd69","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:60aeecd638520af8778777c7","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:3e27c4a408afe12786293e2a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3e27c4a408afe12786293e2a","label":"tearDown","locator":{"end_column":31,"end_line":68,"fragment":"","pointer":"","start_column":5,"start_line":67},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.tearDown","target_ref":"python:self.tempdir.cleanup"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.tearDown","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.tearDown","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:0389d47b75ec8e50d5b939dd","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:0389d47b75ec8e50d5b939dd","label":"depends_on","locator":{"end_column":14,"end_line":27,"fragment":"","pointer":"/depends_on","start_column":1,"start_line":27},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/depends_on","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:6df41ab150550ff0be550918","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6df41ab150550ff0be550918","label":"pause_transition_proof","locator":{"end_column":10,"end_line":96,"fragment":"","pointer":"","start_column":5,"start_line":75},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.pause_transition_proof","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:FakeRpc.pause_transition_proof","target_ref":"python:MODULE._sha256_bytes"}],"parser_ref":"python-ast@1","qualified_name":"FakeRpc.pause_transition_proof","semantic_key":"python:method:FakeRpc.pause_transition_proof","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f7bb0be7e5409256c39dc34:aoa:abyss-stack:anchor:404dcede10bdeb5bd125c9b7","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:404dcede10bdeb5bd125c9b7","label":"Inference Pilot Surface Contracts","locator":{"end_column":35,"end_line":1,"fragment":"inference-pilot-surface-contracts","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:inference-pilot-surface-contracts","source_id":"aoa:abyss-stack:artifact:6f7bb0be7e5409256c39dc34","symbol_kind":""}
@@ -51,6 +52,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:d455e72bf9f53f1f5d674366","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d455e72bf9f53f1f5d674366","label":"_new_state","locator":{"end_column":10,"end_line":1364,"fragment":"","pointer":"","start_column":5,"start_line":1339},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._new_state","target_ref":"python:_blank_values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._new_state","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._new_state","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._new_state","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._new_state","target_ref":"python:self.session.get"}],"parser_ref":"python-ast@1","qualified_name":"ReviewContext._new_state","semantic_key":"python:method:ReviewContext._new_state","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:406df4e7adcc41690de44052","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:406df4e7adcc41690de44052","label":"test_experience_wave5_schemas_reject_numeric_bound_escapes","locator":{"end_column":96,"end_line":387,"fragment":"","pointer":"","start_column":5,"start_line":369},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:load_contract"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:schema_for_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:self.assert_invalid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:self.assert_invalid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:set_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:set_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","target_ref":"python:walk_values"}],"parser_ref":"python-ast@1","qualified_name":"ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","semantic_key":"python:method:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_numeric_bound_escapes","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155:aoa:abyss-stack:anchor:4ac3811275e3b2b46f446a40","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:4ac3811275e3b2b46f446a40","label":"runtime-lifecycle","locator":{"end_column":67,"end_line":29,"fragment":"","pointer":"","start_column":3,"start_line":29},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:package-entrypoints","target_ref":"../../mechanics/runtime-lifecycle/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:29:3:0:../../mechanics/runtime-lifecycle/README.md","source_id":"aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:b96f68673581ae94d43ece98","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b96f68673581ae94d43ece98","label":"_persist_historical_trust_record","locator":{"end_column":23,"end_line":6077,"fragment":"","pointer":"","start_column":5,"start_line":5970},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:_canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:directory.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:directory.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:directory.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:key_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:os.fchmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:os.fsync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:os.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:self._historical_trust_auth_tag"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:self._historical_trust_key"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:self._historical_trust_record_directory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:self._read_historical_trust_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:self._state_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:self._transition_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:self.historical_trust_path.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:self.historical_trust_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:self.historical_trust_path.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persist_historical_trust_record","target_ref":"python:transition_digest.removeprefix"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._persist_historical_trust_record","semantic_key":"python:method:LiveCodeIntelligenceRuntime._persist_historical_trust_record","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:ed0b150bd68d2a880c7abb90","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ed0b150bd68d2a880c7abb90","label":"_visit_definition_expressions","locator":{"end_column":42,"end_line":1966,"fragment":"","pointer":"","start_column":5,"start_line":1943},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:self.visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:self.visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:self.visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:self.visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:self.visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:self.visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:self.visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:self.visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor._visit_definition_expressions","target_ref":"python:self.visit"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor._visit_definition_expressions","semantic_key":"python:method:_PythonObservationVisitor._visit_definition_expressions","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:9492a069273cb142fba13229","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9492a069273cb142fba13229","label":"node_json","locator":{"end_column":80,"end_line":417,"fragment":"","pointer":"","start_column":1,"start_line":416},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:node_json","target_ref":"python:node_artifacts_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:node_json","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"node_json","semantic_key":"python:function:node_json","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576:aoa:abyss-stack:anchor:02d07fe164c19e6474bc587a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:02d07fe164c19e6474bc587a","label":"Artifacts","locator":{"end_column":12,"end_line":233,"fragment":"artifacts","pointer":"","start_column":1,"start_line":233},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:artifacts","source_id":"aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a9a6150a3132aa848d1a7d5e:aoa:abyss-stack:anchor:57122d3cfb4d0a2ce748adc0","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:57122d3cfb4d0a2ce748adc0","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a9a6150a3132aa848d1a7d5e","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/88.jsonl b/kag/indexes/shards/anchor/88.jsonl
index 07685a3058..0ae04f9a91 100644
--- a/kag/indexes/shards/anchor/88.jsonl
+++ b/kag/indexes/shards/anchor/88.jsonl
@@ -22,6 +22,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9:aoa:abyss-stack:anchor:44066345b449a7330e7f49ea","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:44066345b449a7330e7f49ea","label":"test_operational_route_rollup_query_delegates_to_read_only_archive_route","locator":{"end_column":69,"end_line":2427,"fragment":"","pointer":"","start_column":1,"start_line":2402},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_operational_route_rollup_query_delegates_to_read_only_archive_route","target_ref":"python:FakeRunner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_operational_route_rollup_query_delegates_to_read_only_archive_route","target_ref":"python:args.index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_operational_route_rollup_query_delegates_to_read_only_archive_route","target_ref":"python:args.index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_operational_route_rollup_query_delegates_to_read_only_archive_route","target_ref":"python:args.index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_operational_route_rollup_query_delegates_to_read_only_archive_route","target_ref":"python:state.session_operational_route_rollup_query"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_operational_route_rollup_query_delegates_to_read_only_archive_route","target_ref":"python:state_with_fixture"}],"parser_ref":"python-ast@1","qualified_name":"test_operational_route_rollup_query_delegates_to_read_only_archive_route","semantic_key":"python:function:test_operational_route_rollup_query_delegates_to_read_only_archive_route","source_id":"aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9:aoa:abyss-stack:anchor:bd261dbde4bb93e7cc4747ce","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bd261dbde4bb93e7cc4747ce","label":"session_entity_usage_neighborhood","locator":{"end_column":91,"end_line":4587,"fragment":"","pointer":"","start_column":9,"start_line":4582},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_usage_neighborhood_probe_uses_indexed_candidate_session.ProbeState.session_entity_usage_neighborhood","target_ref":"python:kwargs.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_usage_neighborhood_probe_uses_indexed_candidate_session.ProbeState.session_entity_usage_neighborhood","target_ref":"python:self.calls.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_usage_neighborhood_probe_uses_indexed_candidate_session.ProbeState.session_entity_usage_neighborhood","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_usage_neighborhood_probe_uses_indexed_candidate_session.ProbeState.session_entity_usage_neighborhood","semantic_key":"python:method:test_usage_neighborhood_probe_uses_indexed_candidate_session.ProbeState.session_entity_usage_neighborhood","source_id":"aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:38c98727c64e92de3a457d58:aoa:abyss-stack:anchor:900402d767e9fbf7b0ea1939","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:900402d767e9fbf7b0ea1939","label":"tags","locator":{"end_column":5,"end_line":47,"fragment":"","pointer":"/tags","start_column":1,"start_line":47},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/tags","source_id":"aoa:abyss-stack:artifact:38c98727c64e92de3a457d58","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:3e577d548e95db372813e2a1:aoa:abyss-stack:anchor:67d49d42bebe0d3ef28dad27","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:67d49d42bebe0d3ef28dad27","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:42ee5dd93282e41aedf45b31:aoa:abyss-stack:anchor:cf778ebcfba51ba10bc65ce1","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:cf778ebcfba51ba10bc65ce1","label":"aoa.tuning.posture","locator":{"end_column":31,"end_line":12,"fragment":"","pointer":"/services/llama-cpp/labels/aoa.tuning.posture","start_column":7,"start_line":12},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/labels/aoa.tuning.posture","source_id":"aoa:abyss-stack:artifact:42ee5dd93282e41aedf45b31","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:45c2d329b288bb4ca78c95e4:aoa:abyss-stack:anchor:b4b5d904958abb5aa6853649","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b4b5d904958abb5aa6853649","label":"risk","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/risk","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/risk","source_id":"aoa:abyss-stack:artifact:45c2d329b288bb4ca78c95e4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:4717feefb01c16ce3fba6c6d:aoa:abyss-stack:anchor:f37cb013b3defee4bb70648a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f37cb013b3defee4bb70648a","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:4717feefb01c16ce3fba6c6d","symbol_kind":"json_key"}
@@ -58,6 +59,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:40742438d9b9c6366f9273d7","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:40742438d9b9c6366f9273d7","label":"langchain-api","locator":{"end_column":16,"end_line":60,"fragment":"","pointer":"/services/langchain-api","start_column":3,"start_line":60},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:af532edb9c483ca86e724e10","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:af532edb9c483ca86e724e10","label":"label=disable","locator":{"end_column":21,"end_line":19,"fragment":"","pointer":"/services/llama-cpp/security_opt/0","start_column":7,"start_line":19},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/security_opt/0","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e530f607e7d4eb3f8bca650:aoa:abyss-stack:anchor:dbf3cfbc34dc437d50837961","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:dbf3cfbc34dc437d50837961","label":"Agent OS Runtime Bridge Contract","locator":{"end_column":34,"end_line":1,"fragment":"agent-os-runtime-bridge-contract","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:agent-os-runtime-bridge-contract","source_id":"aoa:abyss-stack:artifact:9e530f607e7d4eb3f8bca650","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:c057645456389f1cd3ff98f9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c057645456389f1cd3ff98f9","label":"provider_source_digest","locator":{"end_column":33,"end_line":2494,"fragment":"","pointer":"","start_column":5,"start_line":2490},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.provider_source_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.provider_source_digest","target_ref":"python:_digest_bytes"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceConfig.provider_source_digest","semantic_key":"python:method:LiveCodeIntelligenceConfig.provider_source_digest","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:25ea08d7672a9c7ada559872","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:25ea08d7672a9c7ada559872","label":"aoa.tuning.host_class","locator":{"end_column":54,"end_line":53,"fragment":"","pointer":"/services/redis/labels/aoa.tuning.host_class","start_column":7,"start_line":53},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/redis/labels/aoa.tuning.host_class","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a31465c53e46ca5ec784317e:aoa:abyss-stack:anchor:6afc4b4b5ef807a04a8f2c5b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6afc4b4b5ef807a04a8f2c5b","label":"_schema_bundle_paths","locator":{"end_column":17,"end_line":239,"fragment":"","pointer":"","start_column":1,"start_line":230},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:PreflightError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:package_root.glob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:package_root.glob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:package_root.glob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:package_root.glob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:selected.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:selected.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:selected.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:selected.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_schema_bundle_paths","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"_schema_bundle_paths","semantic_key":"python:function:_schema_bundle_paths","source_id":"aoa:abyss-stack:artifact:a31465c53e46ca5ec784317e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:176d494a6b14158e7a366381","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:176d494a6b14158e7a366381","label":"write_json","locator":{"end_column":37,"end_line":257,"fragment":"","pointer":"","start_column":1,"start_line":256},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_json","target_ref":"python:TRIALS.write_json"}],"parser_ref":"python-ast@1","qualified_name":"write_json","semantic_key":"python:function:write_json","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/89.jsonl b/kag/indexes/shards/anchor/89.jsonl
index 0ce896d379..ad11c5ed5e 100644
--- a/kag/indexes/shards/anchor/89.jsonl
+++ b/kag/indexes/shards/anchor/89.jsonl
@@ -36,6 +36,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:03a731d987a6c95e579efda5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:03a731d987a6c95e579efda5","label":"abyss_machine_context_packet","locator":{"end_column":130,"end_line":150,"fragment":"","pointer":"","start_column":5,"start_line":143},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.abyss_machine_context_packet","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.abyss_machine_context_packet","target_ref":"python:mcp.tool"}],"parser_ref":"python-ast@1","qualified_name":"build_server.abyss_machine_context_packet","semantic_key":"python:method:build_server.abyss_machine_context_packet","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:57c42053fc62da8b6fd320e2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:57c42053fc62da8b6fd320e2","label":"machine_atlas","locator":{"end_column":10,"end_line":242,"fragment":"","pointer":"","start_column":5,"start_line":235},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.machine_atlas","target_ref":"python:mcp.prompt"}],"parser_ref":"python-ast@1","qualified_name":"build_server.machine_atlas","semantic_key":"python:method:build_server.machine_atlas","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:9415c22dc6c11b272037694b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9415c22dc6c11b272037694b","label":"artifact_trust_read","locator":{"end_column":10,"end_line":253,"fragment":"","pointer":"","start_column":5,"start_line":245},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.artifact_trust_read","target_ref":"python:mcp.prompt"}],"parser_ref":"python-ast@1","qualified_name":"build_server.artifact_trust_read","semantic_key":"python:method:build_server.artifact_trust_read","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:a9279fc36b1b1ce49c833fe6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a9279fc36b1b1ce49c833fe6","label":"test_oversized_source_is_degraded_without_retaining_file_bytes","locator":{"end_column":64,"end_line":2108,"fragment":"","pointer":"","start_column":5,"start_line":2093},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","target_ref":"python:bounded_runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","target_ref":"python:replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_oversized_source_is_degraded_without_retaining_file_bytes","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6743f9d31fab292702dfd8c0:aoa:abyss-stack:anchor:c34056d643f15a956f6e1cb5","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c34056d643f15a956f6e1cb5","label":"Purpose","locator":{"end_column":10,"end_line":3,"fragment":"purpose","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:purpose","source_id":"aoa:abyss-stack:artifact:6743f9d31fab292702dfd8c0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:c3572abdaf8bfb51df61b621","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:c3572abdaf8bfb51df61b621","label":"AOA_BABELVOX_TTS_EXIT_AFTER_IDLE_UNLOAD","locator":{"end_column":97,"end_line":22,"fragment":"","pointer":"/services/babelvox-tts/environment/AOA_BABELVOX_TTS_EXIT_AFTER_IDLE_UNLOAD","start_column":7,"start_line":22},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/environment/AOA_BABELVOX_TTS_EXIT_AFTER_IDLE_UNLOAD","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6999b3015686383e3398e25d:aoa:abyss-stack:anchor:6cb4c017172f20f0c84564d3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6cb4c017172f20f0c84564d3","label":"Hard no","locator":{"end_column":10,"end_line":42,"fragment":"hard-no","pointer":"","start_column":1,"start_line":42},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:hard-no","source_id":"aoa:abyss-stack:artifact:6999b3015686383e3398e25d","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/8a.jsonl b/kag/indexes/shards/anchor/8a.jsonl
index 67f7432af5..21cfbd8cfc 100644
--- a/kag/indexes/shards/anchor/8a.jsonl
+++ b/kag/indexes/shards/anchor/8a.jsonl
@@ -55,6 +55,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9009b25ea742d655aeb93a1d:aoa:abyss-stack:anchor:2a2dfcddba6b5dc97ac6ecdc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2a2dfcddba6b5dc97ac6ecdc","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:9009b25ea742d655aeb93a1d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:1ee0b64a9d8cd4d70b4dd98f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1ee0b64a9d8cd4d70b4dd98f","label":"local_port_resource","locator":{"end_column":14,"end_line":557,"fragment":"","pointer":"","start_column":9,"start_line":552},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.local_port_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.local_port_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.local_port_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.local_port_resource","semantic_key":"python:method:build_server.local_port_resource","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9138b3fa1e36a2ebf019949d:aoa:abyss-stack:anchor:b07cd277a5e5cca7f866b864","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:b07cd277a5e5cca7f866b864","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9138b3fa1e36a2ebf019949d","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:0dd344b2ef002ca5f88238e7","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0dd344b2ef002ca5f88238e7","label":"Inputs","locator":{"end_column":10,"end_line":29,"fragment":"inputs","pointer":"","start_column":1,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:inputs","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:933d6ebf328eb99ea26ad2df:aoa:abyss-stack:anchor:e5c70f07d2641e14b7b815df","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e5c70f07d2641e14b7b815df","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:933d6ebf328eb99ea26ad2df","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9905c34186b451f06489c26e:aoa:abyss-stack:anchor:7a9c7f34aa62b410f9cb70c4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7a9c7f34aa62b410f9cb70c4","label":"test_lifecycle_transition_signal_must_match_its_kind","locator":{"end_column":35,"end_line":357,"fragment":"","pointer":"","start_column":1,"start_line":343},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_lifecycle_transition_signal_must_match_its_kind","target_ref":"python:MODULE.observe_once"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_lifecycle_transition_signal_must_match_its_kind","target_ref":"python:_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_lifecycle_transition_signal_must_match_its_kind","target_ref":"python:observation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_lifecycle_transition_signal_must_match_its_kind","target_ref":"python:pytest.raises"}],"parser_ref":"python-ast@1","qualified_name":"test_lifecycle_transition_signal_must_match_its_kind","semantic_key":"python:function:test_lifecycle_transition_signal_must_match_its_kind","source_id":"aoa:abyss-stack:artifact:9905c34186b451f06489c26e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5:aoa:abyss-stack:anchor:f216f8848249c411e45896c3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f216f8848249c411e45896c3","label":"test_projects_exact_consumer_bound_proof","locator":{"end_column":50,"end_line":246,"fragment":"","pointer":"","start_column":1,"start_line":234},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_projects_exact_consumer_bound_proof","target_ref":"python:_inputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_projects_exact_consumer_bound_proof","target_ref":"python:_project"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_projects_exact_consumer_bound_proof","target_ref":"python:digest.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_projects_exact_consumer_bound_proof","target_ref":"python:output.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_projects_exact_consumer_bound_proof","target_ref":"python:record.stat"}],"parser_ref":"python-ast@1","qualified_name":"test_projects_exact_consumer_bound_proof","semantic_key":"python:function:test_projects_exact_consumer_bound_proof","source_id":"aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5","symbol_kind":"function"}
@@ -62,6 +63,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:882d02c32d61bcb34a3dddc2","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:882d02c32d61bcb34a3dddc2","label":"/etc/prometheus/alerts.yml","locator":{"end_column":30,"end_line":6,"fragment":"","pointer":"/rule_files/0","start_column":3,"start_line":6},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/rule_files/0","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f247929c62566c3c389226e:aoa:abyss-stack:anchor:e39a45efc0a243fd4919979e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e39a45efc0a243fd4919979e","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:9f247929c62566c3c389226e","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4:aoa:abyss-stack:anchor:52cd4150dcf15ca4616577d1","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:52cd4150dcf15ca4616577d1","label":"status","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/status","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/status","source_id":"aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:02cfe8a2d95da5cbda477caf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:02cfe8a2d95da5cbda477caf","label":"_fresh_utc_timestamp","locator":{"end_column":16,"end_line":500,"fragment":"","pointer":"","start_column":1,"start_line":489},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_fresh_utc_timestamp","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_fresh_utc_timestamp","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_fresh_utc_timestamp","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_fresh_utc_timestamp","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_fresh_utc_timestamp","target_ref":"python:datetime.fromisoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_fresh_utc_timestamp","target_ref":"python:datetime.now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_fresh_utc_timestamp","target_ref":"python:parsed.astimezone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_fresh_utc_timestamp","target_ref":"python:text.replace"}],"parser_ref":"python-ast@1","qualified_name":"_fresh_utc_timestamp","semantic_key":"python:function:_fresh_utc_timestamp","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a47b88fc8d7687663218b6b7:aoa:abyss-stack:anchor:5bb8e993c2a9f8f059f96a86","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5bb8e993c2a9f8f059f96a86","label":"read_text","locator":{"end_column":62,"end_line":53,"fragment":"","pointer":"","start_column":1,"start_line":52},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"read_text","semantic_key":"python:function:read_text","source_id":"aoa:abyss-stack:artifact:a47b88fc8d7687663218b6b7","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4e41ece16d6a5720961b9ed:aoa:abyss-stack:anchor:4b8bcab9a041e812cc88315b","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:4b8bcab9a041e812cc88315b","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a4e41ece16d6a5720961b9ed","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:95a699c371db609061892d99","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:95a699c371db609061892d99","label":"ABYSS-STACK-D-0032 MCP Services Topology","locator":{"end_column":93,"end_line":11,"fragment":"","pointer":"","start_column":3,"start_line":11},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:roottopology","target_ref":"../ABYSS-STACK-D-0032-mcp-services-topology.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:11:3:0:../ABYSS-STACK-D-0032-mcp-services-topology.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/8b.jsonl b/kag/indexes/shards/anchor/8b.jsonl
index 3b606ee00d..08eef70889 100644
--- a/kag/indexes/shards/anchor/8b.jsonl
+++ b/kag/indexes/shards/anchor/8b.jsonl
@@ -67,6 +67,11 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:90b9b300ce815b7ad24fbc67:aoa:abyss-stack:anchor:c59a1fb32b876a78f8beef98","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c59a1fb32b876a78f8beef98","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:90b9b300ce815b7ad24fbc67","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:929bb0fffe9e156f7aa34124:aoa:abyss-stack:anchor:22c05394ba4520554cf29a3b","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:22c05394ba4520554cf29a3b","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:929bb0fffe9e156f7aa34124","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:3cd32894f9cb964d2953a9e2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3cd32894f9cb964d2953a9e2","label":"_private_secret","locator":{"end_column":17,"end_line":313,"fragment":"","pointer":"","start_column":1,"start_line":304},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_private_secret","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_private_secret","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_private_secret","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_private_secret","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_private_secret","target_ref":"python:path.lstat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_private_secret","target_ref":"python:path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_private_secret","target_ref":"python:stat.S_IMODE"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_private_secret","target_ref":"python:stat.S_ISLNK"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_private_secret","target_ref":"python:stat.S_ISREG"}],"parser_ref":"python-ast@1","qualified_name":"_private_secret","semantic_key":"python:function:_private_secret","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:02cbb6b8d09a6d26abc322f8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:02cbb6b8d09a6d26abc322f8","label":"_launch_namespace_binary","locator":{"end_column":44,"end_line":3294,"fragment":"","pointer":"","start_column":5,"start_line":3267},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._launch_namespace_binary","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._launch_namespace_binary","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._launch_namespace_binary","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._launch_namespace_binary","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._launch_namespace_binary","target_ref":"python:_open_regular_descriptor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._launch_namespace_binary","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._launch_namespace_binary","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._launch_namespace_binary","semantic_key":"python:method:ManagedLspSession._launch_namespace_binary","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:17e7c03e01aa6fefbc03f3c5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:17e7c03e01aa6fefbc03f3c5","label":"_shebang_interpreter_from_descriptor","locator":{"end_column":50,"end_line":482,"fragment":"","pointer":"","start_column":1,"start_line":463},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter_from_descriptor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter_from_descriptor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter_from_descriptor","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter_from_descriptor","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter_from_descriptor","target_ref":"python:_read_descriptor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter_from_descriptor","target_ref":"python:first_line.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter_from_descriptor","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter_from_descriptor","target_ref":"python:shebang.split"}],"parser_ref":"python-ast@1","qualified_name":"_shebang_interpreter_from_descriptor","semantic_key":"python:function:_shebang_interpreter_from_descriptor","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:498afdf49aee643c2f2cdc5f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:498afdf49aee643c2f2cdc5f","label":"_admitted_document_content","locator":{"end_column":23,"end_line":3844,"fragment":"","pointer":"","start_column":5,"start_line":3814},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:LiveCodeIntelligenceRuntime._read_source_metadata"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:_file_uri_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._admitted_document_content","target_ref":"python:self._source_manifest.get"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._admitted_document_content","semantic_key":"python:method:ManagedLspSession._admitted_document_content","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:c8474b9144d302b355883f83","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c8474b9144d302b355883f83","label":"_now","locator":{"end_column":62,"end_line":504,"fragment":"","pointer":"","start_column":1,"start_line":503},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_now","target_ref":"python:time.gmtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_now","target_ref":"python:time.strftime"}],"parser_ref":"python-ast@1","qualified_name":"_now","semantic_key":"python:function:_now","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:dced27536748de2916190ea2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dced27536748de2916190ea2","label":"ManagedLspSession","locator":{"end_column":10,"end_line":3930,"fragment":"","pointer":"","start_column":1,"start_line":2621},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession","semantic_key":"python:class:ManagedLspSession","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2c2d29c6a46afa25c2aaf9f:aoa:abyss-stack:anchor:d4e4ac3fe4845361cfdd020f","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:d4e4ac3fe4845361cfdd020f","label":"PARTS.md","locator":{"end_column":28,"end_line":14,"fragment":"","pointer":"","start_column":5,"start_line":14},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:governed-execution-docs","target_ref":"../PARTS.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:14:5:0:../PARTS.md","source_id":"aoa:abyss-stack:artifact:a2c2d29c6a46afa25c2aaf9f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a686d58d792fb14b0a45e25b:aoa:abyss-stack:anchor:0818abf412dff0ff2ec2498e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0818abf412dff0ff2ec2498e","label":"test_parse_rendered_services_reads_resource_fields","locator":{"end_column":65,"end_line":59,"fragment":"","pointer":"","start_column":5,"start_line":40},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_parse_rendered_services_reads_resource_fields","target_ref":"python:resource_guard_status.parse_rendered_services"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_parse_rendered_services_reads_resource_fields","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_parse_rendered_services_reads_resource_fields","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_parse_rendered_services_reads_resource_fields","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_parse_rendered_services_reads_resource_fields","target_ref":"python:self.assertEqual"}],"parser_ref":"python-ast@1","qualified_name":"ResourceGuardStatusTests.test_parse_rendered_services_reads_resource_fields","semantic_key":"python:method:ResourceGuardStatusTests.test_parse_rendered_services_reads_resource_fields","source_id":"aoa:abyss-stack:artifact:a686d58d792fb14b0a45e25b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:9f11749ae12d91fc4722fe99","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:9f11749ae12d91fc4722fe99","label":"human-gate","locator":{"end_column":14,"end_line":46,"fragment":"","pointer":"/tags/2","start_column":3,"start_line":46},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/tags/2","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/8c.jsonl b/kag/indexes/shards/anchor/8c.jsonl
index 898b21db00..ff96dcf8bf 100644
--- a/kag/indexes/shards/anchor/8c.jsonl
+++ b/kag/indexes/shards/anchor/8c.jsonl
@@ -44,6 +44,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:62c8f28663dfa722f0ac93df:aoa:abyss-stack:anchor:3476224b84a55a5f0a41047d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3476224b84a55a5f0a41047d","label":"write_text","locator":{"end_column":44,"end_line":18,"fragment":"","pointer":"","start_column":1,"start_line":16},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_text","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_text","target_ref":"python:path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"write_text","semantic_key":"python:function:write_text","source_id":"aoa:abyss-stack:artifact:62c8f28663dfa722f0ac93df","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a869a9f393c9c9af029c977:aoa:abyss-stack:anchor:803d2c7001ae40392d99f778","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:803d2c7001ae40392d99f778","label":"production_protocol","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/production_protocol","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/production_protocol","source_id":"aoa:abyss-stack:artifact:6a869a9f393c9c9af029c977","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a869a9f393c9c9af029c977:aoa:abyss-stack:anchor:a21012742d8ea5cb1210d0b0","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a21012742d8ea5cb1210d0b0","label":"next_spec","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/next_spec","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/next_spec","source_id":"aoa:abyss-stack:artifact:6a869a9f393c9c9af029c977","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:69b39083da6e1435e555173a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:69b39083da6e1435e555173a","label":"summary","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/summary","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/summary","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:c4bebd8a1ca87d8b8a63554d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c4bebd8a1ca87d8b8a63554d","label":"_command_rejection","locator":{"end_column":42,"end_line":1375,"fragment":"","pointer":"","start_column":5,"start_line":1326},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._command_rejection","target_ref":"python:RunStatus.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._command_rejection","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._command_rejection","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._command_rejection","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._command_rejection","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._command_rejection","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._command_rejection","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._command_rejection","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._command_rejection","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._command_rejection","semantic_key":"python:method:AgentOSRuntimeBridge._command_rejection","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:70b05802d66baebb36162603:aoa:abyss-stack:anchor:daf91a01c24867a8e52e4e40","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:daf91a01c24867a8e52e4e40","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:70b05802d66baebb36162603","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:b923cd357ef19c83b77b5677","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b923cd357ef19c83b77b5677","label":"_runtime_trace_context","locator":{"end_column":6,"end_line":410,"fragment":"","pointer":"","start_column":1,"start_line":391},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:_safe_inventory_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:_safe_inventory_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:_sha256_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:_sha256_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:secrets.token_hex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:secrets.token_hex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:time.gmtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:time.strftime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_runtime_trace_context","target_ref":"python:time.time_ns"}],"parser_ref":"python-ast@1","qualified_name":"_runtime_trace_context","semantic_key":"python:function:_runtime_trace_context","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/8e.jsonl b/kag/indexes/shards/anchor/8e.jsonl
index e440847cb1..276c7b2493 100644
--- a/kag/indexes/shards/anchor/8e.jsonl
+++ b/kag/indexes/shards/anchor/8e.jsonl
@@ -64,6 +64,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:613ccd12480d79066b32b2a2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:613ccd12480d79066b32b2a2","label":"create_human_review_workbench_server","locator":{"end_column":32,"end_line":2276,"fragment":"","pointer":"","start_column":1,"start_line":2252},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:ReviewContext"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:ReviewWorkbenchServer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:STATIC_ROOT.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:WorkbenchApplication"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:_acquire_session_lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:_handler_for"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:fcntl.flock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:create_human_review_workbench_server","target_ref":"python:secrets.token_urlsafe"}],"parser_ref":"python-ast@1","qualified_name":"create_human_review_workbench_server","semantic_key":"python:function:create_human_review_workbench_server","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3:aoa:abyss-stack:anchor:5fa14fa3ec9d50d35c23f140","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5fa14fa3ec9d50d35c23f140","label":"_distribution_record_digest","locator":{"end_column":32,"end_line":264,"fragment":"","pointer":"","start_column":1,"start_line":164},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:_is_under"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:base64.urlsafe_b64encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:bytes.fromhex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:canonical_rows.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:canonical_rows.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:csv.reader"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:distribution_metadata.locate_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:distribution_metadata.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:encoded_digest.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:io.StringIO"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:recorded_size.isdigit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:relative_name.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:relative_name.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:relative_name.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:relative_name.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:relative_name.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:resolved_target.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:target.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:target.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_distribution_record_digest","target_ref":"python:target.resolve"}],"parser_ref":"python-ast@1","qualified_name":"_distribution_record_digest","semantic_key":"python:function:_distribution_record_digest","source_id":"aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3:aoa:abyss-stack:anchor:fe1ee4566cbed3315502d402","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fe1ee4566cbed3315502d402","label":"_sha256_file","locator":{"end_column":30,"end_line":99,"fragment":"","pointer":"","start_column":1,"start_line":91},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:iter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:path.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_file","target_ref":"python:stream.read"}],"parser_ref":"python-ast@1","qualified_name":"_sha256_file","semantic_key":"python:function:_sha256_file","source_id":"aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:5f6ab38ee2a83342dea5776c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5f6ab38ee2a83342dea5776c","label":"__getitem__","locator":{"end_column":49,"end_line":235,"fragment":"","pointer":"","start_column":5,"start_line":234},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_AuthenticatedMachineEvidence.__getitem__","target_ref":"python:copy.deepcopy"}],"parser_ref":"python-ast@1","qualified_name":"_AuthenticatedMachineEvidence.__getitem__","semantic_key":"python:method:_AuthenticatedMachineEvidence.__getitem__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:b7ab809b24d57cf4d1b9aec6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b7ab809b24d57cf4d1b9aec6","label":"_digest_regular_file","locator":{"end_column":49,"end_line":286,"fragment":"","pointer":"","start_column":1,"start_line":257},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:handle.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:path.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_regular_file","target_ref":"python:stat.S_ISREG"}],"parser_ref":"python-ast@1","qualified_name":"_digest_regular_file","semantic_key":"python:function:_digest_regular_file","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:13cf7a677e887919c2e921bc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:13cf7a677e887919c2e921bc","label":"test_rag_latest_is_readable_but_trace_and_validate_are_denied","locator":{"end_column":74,"end_line":822,"fragment":"","pointer":"","start_column":1,"start_line":811},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_latest_is_readable_but_trace_and_validate_are_denied","target_ref":"python:FakeRunner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_latest_is_readable_but_trace_and_validate_are_denied","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_latest_is_readable_but_trace_and_validate_are_denied","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_latest_is_readable_but_trace_and_validate_are_denied","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_latest_is_readable_but_trace_and_validate_are_denied","target_ref":"python:state.machine_rag_trace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_latest_is_readable_but_trace_and_validate_are_denied","target_ref":"python:state.read_resource"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_latest_is_readable_but_trace_and_validate_are_denied","target_ref":"python:state.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_latest_is_readable_but_trace_and_validate_are_denied","target_ref":"python:state_with_fake"}],"parser_ref":"python-ast@1","qualified_name":"test_rag_latest_is_readable_but_trace_and_validate_are_denied","semantic_key":"python:function:test_rag_latest_is_readable_but_trace_and_validate_are_denied","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:568740852f64d7357fbc55fe","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:568740852f64d7357fbc55fe","label":"postgres","locator":{"end_column":11,"end_line":29,"fragment":"","pointer":"/services/postgres","start_column":3,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5:aoa:abyss-stack:anchor:e106c96ee84acc0c8a074738","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e106c96ee84acc0c8a074738","label":"unloadTimeout","locator":{"end_column":17,"end_line":13,"fragment":"","pointer":"/unloadTimeout","start_column":1,"start_line":13},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/unloadTimeout","source_id":"aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/8f.jsonl b/kag/indexes/shards/anchor/8f.jsonl
index fb090542d4..c5c7dc4151 100644
--- a/kag/indexes/shards/anchor/8f.jsonl
+++ b/kag/indexes/shards/anchor/8f.jsonl
@@ -1,7 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:d28e9716262377ee2fdd3732","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:d28e9716262377ee2fdd3732","label":"ABYSS-STACK-D-0103 Compose Independent Codex Hook Fragments","locator":{"end_column":165,"end_line":109,"fragment":"","pointer":"","start_column":37,"start_line":109},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0103-compose-independent-codex-hook-fragments.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:109:37:0:../ABYSS-STACK-D-0103-compose-independent-codex-hook-fragments.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:bd152eedc23dfa329c316add","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bd152eedc23dfa329c316add","label":"ensure_w1_gate_passed","locator":{"end_column":19,"end_line":3340,"fragment":"","pointer":"","start_column":1,"start_line":3333},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w1_gate_passed","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w1_gate_passed","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w1_gate_passed","target_ref":"python:index_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w1_gate_passed","target_ref":"python:index_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w1_gate_passed","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w1_gate_passed","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w1_gate_passed","target_ref":"python:wave_index_name"}],"parser_ref":"python-ast@1","qualified_name":"ensure_w1_gate_passed","semantic_key":"python:function:ensure_w1_gate_passed","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:bd586a1f1d48b88a4dd5d4be","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bd586a1f1d48b88a4dd5d4be","label":"load_case_spec","locator":{"end_column":109,"end_line":2507,"fragment":"","pointer":"","start_column":1,"start_line":2506},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_case_spec","target_ref":"python:case_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_case_spec","target_ref":"python:json.loads"}],"parser_ref":"python-ast@1","qualified_name":"load_case_spec","semantic_key":"python:function:load_case_spec","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:94672d466b2bfb5409a58678","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:94672d466b2bfb5409a58678","label":"[0.2.2] - 2026-04-23","locator":{"end_column":23,"end_line":1471,"fragment":"022-2026-04-23","pointer":"","start_column":1,"start_line":1471},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:022-2026-04-23","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:94672d466b2bfb5409a58678","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:94672d466b2bfb5409a58678","label":"[0.2.2] - 2026-04-23","locator":{"end_column":23,"end_line":1475,"fragment":"022-2026-04-23","pointer":"","start_column":1,"start_line":1475},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:022-2026-04-23","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:08bc2c833d9db3229fd08c82:aoa:abyss-stack:anchor:e9739987af115d57be4c330d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e9739987af115d57be4c330d","label":"Decision","locator":{"end_column":11,"end_line":38,"fragment":"decision","pointer":"","start_column":1,"start_line":38},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:08bc2c833d9db3229fd08c82","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e2292e390d3b853ea50ee5e:aoa:abyss-stack:anchor:26ec636922475e9f4dc16361","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:26ec636922475e9f4dc16361","label":"healthcheck","locator":{"end_column":16,"end_line":41,"fragment":"","pointer":"/services/langchain-api/healthcheck","start_column":5,"start_line":41},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/healthcheck","source_id":"aoa:abyss-stack:artifact:0e2292e390d3b853ea50ee5e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e32fdadd2717574386a3732:aoa:abyss-stack:anchor:dc656e392bdb1a8cafe7ea65","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:dc656e392bdb1a8cafe7ea65","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:0e32fdadd2717574386a3732","symbol_kind":""}
@@ -63,6 +63,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:97832af636c5142442fd656e:aoa:abyss-stack:anchor:384e02a3bee18da40de96278","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:384e02a3bee18da40de96278","label":"Validate","locator":{"end_column":11,"end_line":26,"fragment":"validate","pointer":"","start_column":1,"start_line":26},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validate","source_id":"aoa:abyss-stack:artifact:97832af636c5142442fd656e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:b6d478594b2a832fca326d90","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b6d478594b2a832fca326d90","label":"load_contract","locator":{"end_column":27,"end_line":41,"fragment":"","pointer":"","start_column":1,"start_line":36},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_contract","target_ref":"python:example_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_contract","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_contract","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_contract","target_ref":"python:schema_path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"load_contract","semantic_key":"python:function:load_contract","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:903c0359699e1a73056b364e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:903c0359699e1a73056b364e","label":"static_configs","locator":{"end_column":19,"end_line":36,"fragment":"","pointer":"/scrape_configs/5/static_configs","start_column":5,"start_line":36},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs/5/static_configs","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:ef6f5cccfd3a54d8fa455a66","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ef6f5cccfd3a54d8fa455a66","label":"_snapshot_namespace_directories","locator":{"end_column":76,"end_line":3317,"fragment":"","pointer":"","start_column":5,"start_line":3297},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_namespace_directories","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_namespace_directories","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_namespace_directories","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_namespace_directories","target_ref":"python:directories.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_namespace_directories","target_ref":"python:directories.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_namespace_directories","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_namespace_directories","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_namespace_directories","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_namespace_directories","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._snapshot_namespace_directories","semantic_key":"python:method:ManagedLspSession._snapshot_namespace_directories","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:bb586de075cf75da22bb80df","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:bb586de075cf75da22bb80df","label":"\"--maxmemory-policy\"","locator":{"end_column":28,"end_line":64,"fragment":"","pointer":"/services/redis/command/5","start_column":7,"start_line":64},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/redis/command/5","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29:aoa:abyss-stack:anchor:2abcf5376b6f3eb0be4a7b1d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2abcf5376b6f3eb0be4a7b1d","label":"Trust boundaries","locator":{"end_column":19,"end_line":101,"fragment":"trust-boundaries","pointer":"","start_column":1,"start_line":101},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:trust-boundaries","source_id":"aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4:aoa:abyss-stack:anchor:9adcfc1bcee1feec862d2d5b","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:9adcfc1bcee1feec862d2d5b","label":"config-sync-boundary","locator":{"end_column":57,"end_line":8,"fragment":"","pointer":"","start_column":3,"start_line":8},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-lifecycle-parts","target_ref":"config-sync-boundary/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:8:3:0:config-sync-boundary/README.md","source_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","symbol_kind":""}
@@ -93,6 +94,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:e6a151aaef8f44b81a334df8:aoa:abyss-stack:anchor:3ecd7fb8ea04f70f3f5c0261","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3ecd7fb8ea04f70f3f5c0261","label":"active_requests","locator":{"end_column":37,"end_line":330,"fragment":"","pointer":"","start_column":5,"start_line":329},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"LazyScorer.active_requests","semantic_key":"python:method:LazyScorer.active_requests","source_id":"aoa:abyss-stack:artifact:e6a151aaef8f44b81a334df8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e6b6cf8648bd1824bbcf3c06:aoa:abyss-stack:anchor:c3c6c23f95a48ef7f14811ce","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c3c6c23f95a48ef7f14811ce","label":"proof_asserted","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/proof_asserted","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/proof_asserted","source_id":"aoa:abyss-stack:artifact:e6b6cf8648bd1824bbcf3c06","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e85d1fe120dec821c2f1546d:aoa:abyss-stack:anchor:291d66447020d2e7fa1a9c20","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:291d66447020d2e7fa1a9c20","label":"path_policy","locator":{"end_column":39,"end_line":3,"fragment":"","pointer":"/path_policy","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/path_policy","source_id":"aoa:abyss-stack:artifact:e85d1fe120dec821c2f1546d","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f:aoa:abyss-stack:anchor:7abfd3791f84bc498159c556","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:7abfd3791f84bc498159c556","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ea6ce112ca4389b983f6aec7:aoa:abyss-stack:anchor:512015f5a44eb86b5ddf064a","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:512015f5a44eb86b5ddf064a","label":"legacy/INDEX.md","locator":{"end_column":39,"end_line":56,"fragment":"","pointer":"","start_column":5,"start_line":56},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:next-route","target_ref":"legacy/INDEX.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:56:5:0:legacy/INDEX.md","source_id":"aoa:abyss-stack:artifact:ea6ce112ca4389b983f6aec7","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ebd094489b277783f911ea74:aoa:abyss-stack:anchor:c68c3bbb80267279de6f6960","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c68c3bbb80267279de6f6960","label":"runtime-lifecycle","locator":{"end_column":20,"end_line":128,"fragment":"runtime-lifecycle","pointer":"","start_column":1,"start_line":128},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-lifecycle","source_id":"aoa:abyss-stack:artifact:ebd094489b277783f911ea74","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ed8a12d5fc724046ead3fbb7:aoa:abyss-stack:anchor:bfbfc19f59ad825a9c2d33ea","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:bfbfc19f59ad825a9c2d33ea","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:ed8a12d5fc724046ead3fbb7","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/90.jsonl b/kag/indexes/shards/anchor/90.jsonl
index ae93523ddd..0446d8acb3 100644
--- a/kag/indexes/shards/anchor/90.jsonl
+++ b/kag/indexes/shards/anchor/90.jsonl
@@ -91,6 +91,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:e6a151aaef8f44b81a334df8:aoa:abyss-stack:anchor:19f17702b5bbb54c71ca0ec0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:19f17702b5bbb54c71ca0ec0","label":"load_ms","locator":{"end_column":36,"end_line":304,"fragment":"","pointer":"","start_column":5,"start_line":301},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"LazyScorer.load_ms","semantic_key":"python:method:LazyScorer.load_ms","source_id":"aoa:abyss-stack:artifact:e6a151aaef8f44b81a334df8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e6ef9a8351cc3baf99f2d644:aoa:abyss-stack:anchor:6cf620e5e044ad246a80388d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6cf620e5e044ad246a80388d","label":"test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","locator":{"end_column":112,"end_line":91,"fragment":"","pointer":"","start_column":5,"start_line":75},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeEvalEvidenceExportTests.test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeEvalEvidenceExportTests.test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeEvalEvidenceExportTests.test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeEvalEvidenceExportTests.test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeEvalEvidenceExportTests.test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeEvalEvidenceExportTests.test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","target_ref":"python:self.assert_valid_runtime_evidence_candidate_shape"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeEvalEvidenceExportTests.test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","target_ref":"python:self.run_export"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeEvalEvidenceExportTests.test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeEvalEvidenceExportTests.test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","semantic_key":"python:method:RuntimeEvalEvidenceExportTests.test_memo_recall_candidate_eval_ref_uses_upstream_contract_ref","source_id":"aoa:abyss-stack:artifact:e6ef9a8351cc3baf99f2d644","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e9037cb3b5cf77510000ac83:aoa:abyss-stack:anchor:900672e0ceff7d3415bf3198","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:900672e0ceff7d3415bf3198","label":"expires_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/expires_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/expires_at","source_id":"aoa:abyss-stack:artifact:e9037cb3b5cf77510000ac83","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f:aoa:abyss-stack:anchor:ab3278b2edeacae6037f8a5a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ab3278b2edeacae6037f8a5a","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ebd094489b277783f911ea74:aoa:abyss-stack:anchor:4796e3e349fe4213c0adf6bc","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:4796e3e349fe4213c0adf6bc","label":"ABYSS-STACK-D-0012 Quest And Compatibility Topology","locator":{"end_column":115,"end_line":162,"fragment":"","pointer":"","start_column":3,"start_line":162},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:cross-mechanic","target_ref":"../ABYSS-STACK-D-0012-quest-and-compatibility-topology.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:162:3:0:../ABYSS-STACK-D-0012-quest-and-compatibility-topology.md","source_id":"aoa:abyss-stack:artifact:ebd094489b277783f911ea74","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ecebff8a8093f6835cfcd302:aoa:abyss-stack:anchor:375b63fbe81878d89df7a3b6","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:375b63fbe81878d89df7a3b6","label":"generated/technique_lift_pack.min.json","locator":{"end_column":42,"end_line":21,"fragment":"","pointer":"/required_files/14","start_column":3,"start_line":21},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/required_files/14","source_id":"aoa:abyss-stack:artifact:ecebff8a8093f6835cfcd302","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ef2c4502df104bc9b1c0d711:aoa:abyss-stack:anchor:db9ab612129710e2fa81ed6a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:db9ab612129710e2fa81ed6a","label":"build_context","locator":{"end_column":30,"end_line":603,"fragment":"","pointer":"","start_column":1,"start_line":596},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_context","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_context","target_ref":"python:hit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_context","target_ref":"python:hit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_context","target_ref":"python:lines.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_context","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_context","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_context","target_ref":"python:payload.get"}],"parser_ref":"python-ast@1","qualified_name":"build_context","semantic_key":"python:function:build_context","source_id":"aoa:abyss-stack:artifact:ef2c4502df104bc9b1c0d711","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/92.jsonl b/kag/indexes/shards/anchor/92.jsonl
index 02a60c3fd9..dd23a06795 100644
--- a/kag/indexes/shards/anchor/92.jsonl
+++ b/kag/indexes/shards/anchor/92.jsonl
@@ -30,6 +30,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56:aoa:abyss-stack:anchor:71fa3d583c45844f33c5cf6a","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:71fa3d583c45844f33c5cf6a","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56:aoa:abyss-stack:anchor:ae36328429fd8da231833fbb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ae36328429fd8da231833fbb","label":"execute_neo4j_graph","locator":{"end_column":49,"end_line":565,"fragment":"","pointer":"","start_column":1,"start_line":227},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:LAB_RUN_RE.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Neo4jGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_container_fingerprint"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_container_fingerprint"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_container_stats"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_container_stats"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_load_jsonl"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_run_bridge"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_run_bridge"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_trace_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_jsonl"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:_write_jsonl"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:after_delete.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:after_delete.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:bridge_result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:bridge_result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:bridge_result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:bridge_result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:bridge_result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:bridge_result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:bridge_result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:build_claim_index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:build_reference_index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:claim_set_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:experiment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:first_latencies_ms.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:initial.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:initial.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:inventory.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:inventory.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:inventory.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:invocation_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:invocation_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:lifecycle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:lifecycle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:lifecycle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:lifecycle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:lifecycle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:lifecycle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:lifecycle_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:manifest_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:metrics_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:output_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:platform.python_version"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:platform.python_version"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:preflight.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:projected_claims_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:projection_row"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:query_catalog"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:query_catalog_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:query_plan.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:query_plan.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:query_plan.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:query_plan_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:query_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:rebuilt_counts.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:resource.getrusage"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:run_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:run_root.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:service_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:service_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:statistics.median"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:statistics.median"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:trace.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:trace_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:tree_repo_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:warm_latencies_ms.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_neo4j_graph","target_ref":"python:zip"}],"parser_ref":"python-ast@1","qualified_name":"execute_neo4j_graph","semantic_key":"python:function:execute_neo4j_graph","source_id":"aoa:abyss-stack:artifact:63d10b642d030aa908fe1e56","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2:aoa:abyss-stack:anchor:0a1423b9c5a63a37551a9d99","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0a1423b9c5a63a37551a9d99","label":"build_system_status","locator":{"end_column":6,"end_line":239,"fragment":"","pointer":"","start_column":1,"start_line":150},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:MCPSystemStatus"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:PreflightError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:PreflightError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:ProtocolSystemStatus"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:TaskSystemStatus.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:_contour_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:_registry_contour"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:_validate_protocol_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:contours.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:datetime.now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:item.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:now.isoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:protocol_axis.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:task_axis.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_system_status","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"build_system_status","semantic_key":"python:function:build_system_status","source_id":"aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:413e9d00ee695871f338ed5e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:413e9d00ee695871f338ed5e","label":"test_operation_receipt_failure_restores_refresh_snapshots","locator":{"end_column":63,"end_line":2841,"fragment":"","pointer":"","start_column":5,"start_line":2810},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.runtime.candidate_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.runtime.last_good_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.runtime.last_good_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.runtime.last_good_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.runtime.last_good_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_operation_receipt_failure_restores_refresh_snapshots","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6999b3015686383e3398e25d:aoa:abyss-stack:anchor:86b460ae68500159db6dd1da","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:86b460ae68500159db6dd1da","label":"When adding or changing variables","locator":{"end_column":36,"end_line":27,"fragment":"when-adding-or-changing-variables","pointer":"","start_column":1,"start_line":27},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:when-adding-or-changing-variables","source_id":"aoa:abyss-stack:artifact:6999b3015686383e3398e25d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:715237ce4acc75a62516f028:aoa:abyss-stack:anchor:2b2ba095325c7ffc70d1b214","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2b2ba095325c7ffc70d1b214","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:715237ce4acc75a62516f028","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:73293bd218d1dd22ac4b8fcb:aoa:abyss-stack:anchor:f04286f63c70eeac71b17e98","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:f04286f63c70eeac71b17e98","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:73293bd218d1dd22ac4b8fcb","symbol_kind":""}
@@ -58,6 +59,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:a06fe2022fc8febe91d6257f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a06fe2022fc8febe91d6257f","label":"_adapter_profile","locator":{"end_column":6,"end_line":1007,"fragment":"","pointer":"","start_column":1,"start_line":990},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_adapter_profile","target_ref":"python:list"}],"parser_ref":"python-ast@1","qualified_name":"_adapter_profile","semantic_key":"python:function:_adapter_profile","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fe6aa68a866d4565732dc8e:aoa:abyss-stack:anchor:308187e3096f9eb677b69963","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:308187e3096f9eb677b69963","label":"../inference-pilots/README.md","locator":{"end_column":65,"end_line":34,"fragment":"","pointer":"","start_column":3,"start_line":34},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:current-bridges","target_ref":"../inference-pilots/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:34:3:0:../inference-pilots/README.md","source_id":"aoa:abyss-stack:artifact:9fe6aa68a866d4565732dc8e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4:aoa:abyss-stack:anchor:42f49e95b34d44ed8e76096e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:42f49e95b34d44ed8e76096e","label":"samples","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/samples","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/samples","source_id":"aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:18ea82800253a1531f2b95be","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:18ea82800253a1531f2b95be","label":"_read_descriptor","locator":{"end_column":51,"end_line":434,"fragment":"","pointer":"","start_column":1,"start_line":424},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_descriptor","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_descriptor","target_ref":"python:os.lseek"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_descriptor","target_ref":"python:os.lseek"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_descriptor","target_ref":"python:os.lseek"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_descriptor","target_ref":"python:os.pread"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_descriptor","target_ref":"python:os.read"}],"parser_ref":"python-ast@1","qualified_name":"_read_descriptor","semantic_key":"python:function:_read_descriptor","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:65c894eef2104651081fcc6a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:65c894eef2104651081fcc6a","label":"await_plan_freeze","locator":{"end_column":117,"end_line":2310,"fragment":"","pointer":"","start_column":5,"start_line":2308},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.await_plan_freeze","target_ref":"python:milestone_gate"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.await_plan_freeze","semantic_key":"python:method:build_graph.await_plan_freeze","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a32fa5977f31c0c97d4e6355:aoa:abyss-stack:anchor:1419a7e99454e9451f023056","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:1419a7e99454e9451f023056","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a32fa5977f31c0c97d4e6355","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:aa8b966383628c4501f8bd33:aoa:abyss-stack:anchor:01d4aa681ccde80c7e64fb9b","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:01d4aa681ccde80c7e64fb9b","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:aa8b966383628c4501f8bd33","symbol_kind":""}
@@ -87,6 +89,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:e11c5107220985cff0e7e646:aoa:abyss-stack:anchor:b7c2b319ab650bd624bc7613","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b7c2b319ab650bd624bc7613","label":"main","locator":{"end_column":56,"end_line":523,"fragment":"","pointer":"","start_column":1,"start_line":520},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_run_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:configured_policy_family"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:logging.basicConfig"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:e11c5107220985cff0e7e646","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e1dc02e131153f718ad656b5:aoa:abyss-stack:anchor:2044b4c5f75f949c4eb2fd51","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2044b4c5f75f949c4eb2fd51","label":"build_memory","locator":{"end_column":6,"end_line":364,"fragment":"","pointer":"","start_column":1,"start_line":359},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_memory","target_ref":"python:read_meminfo"}],"parser_ref":"python-ast@1","qualified_name":"build_memory","semantic_key":"python:function:build_memory","source_id":"aoa:abyss-stack:artifact:e1dc02e131153f718ad656b5","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e4b2a1d254ede2be1e28488f:aoa:abyss-stack:anchor:d378d7f5abbe07fa5d498eab","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d378d7f5abbe07fa5d498eab","label":"_coerce_limit","locator":{"end_column":40,"end_line":621,"fragment":"","pointer":"","start_column":1,"start_line":616},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_coerce_limit","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_coerce_limit","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_coerce_limit","target_ref":"python:min"}],"parser_ref":"python-ast@1","qualified_name":"_coerce_limit","semantic_key":"python:function:_coerce_limit","source_id":"aoa:abyss-stack:artifact:e4b2a1d254ede2be1e28488f","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f:aoa:abyss-stack:anchor:7439549883ef63ac8f9952b5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7439549883ef63ac8f9952b5","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ebd094489b277783f911ea74:aoa:abyss-stack:anchor:24aa2ae0ae81f15c5fcfdf31","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:24aa2ae0ae81f15c5fcfdf31","label":"ABYSS-STACK-D-0118 Admit Role-First Owner Reviewers to A2A Return","locator":{"end_column":143,"end_line":90,"fragment":"","pointer":"","start_column":3,"start_line":90},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:governed-execution","target_ref":"../ABYSS-STACK-D-0118-admit-role-first-owner-reviewers-to-a2a-return.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:90:3:0:../ABYSS-STACK-D-0118-admit-role-first-owner-reviewers-to-a2a-return.md","source_id":"aoa:abyss-stack:artifact:ebd094489b277783f911ea74","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ed8a12d5fc724046ead3fbb7:aoa:abyss-stack:anchor:2d471f1b363b9913e2562baa","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2d471f1b363b9913e2562baa","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:ed8a12d5fc724046ead3fbb7","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:edcd9f5d72f0d568c5e53abf:aoa:abyss-stack:anchor:ac9c9288ef5d29ccecf0818b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ac9c9288ef5d29ccecf0818b","label":"Validate","locator":{"end_column":11,"end_line":52,"fragment":"validate","pointer":"","start_column":1,"start_line":52},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validate","source_id":"aoa:abyss-stack:artifact:edcd9f5d72f0d568c5e53abf","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/93.jsonl b/kag/indexes/shards/anchor/93.jsonl
index 843971c33e..e3985503f9 100644
--- a/kag/indexes/shards/anchor/93.jsonl
+++ b/kag/indexes/shards/anchor/93.jsonl
@@ -4,7 +4,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:fc349cbd89732e36c3a0fe32","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:fc349cbd89732e36c3a0fe32","label":"ABYSS-STACK-D-0104 Bind KAG Owner Coverage to the Admitted Bundle","locator":{"end_column":177,"end_line":110,"fragment":"","pointer":"","start_column":37,"start_line":110},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0104-bind-kag-owner-coverage-to-the-admitted-bundle.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:110:37:0:../ABYSS-STACK-D-0104-bind-kag-owner-coverage-to-the-admitted-bundle.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:f19df6c2b94df1f4425c4cee","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f19df6c2b94df1f4425c4cee","label":"selection_case","locator":{"end_column":10,"end_line":2123,"fragment":"","pointer":"","start_column":5,"start_line":2098},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_catalog.selection_case","target_ref":"python:base_case"}],"parser_ref":"python-ast@1","qualified_name":"build_catalog.selection_case","semantic_key":"python:method:build_catalog.selection_case","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:ffb0f6d4e52551fbbdbb93c7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ffb0f6d4e52551fbbdbb93c7","label":"test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","locator":{"end_column":73,"end_line":1398,"fragment":"","pointer":"","start_column":5,"start_line":1275},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:after.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:after.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:env.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:fake_bin.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:os.geteuid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:secret_dir.joinpath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:secret_dir.joinpath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:secret_dir.joinpath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:secret_dir.joinpath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:systemctl.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:systemctl.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","target_ref":"python:unittest.skipIf"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","semantic_key":"python:method:RuntimeLifecycleUserUnitTests.test_stack_mcp_auth_rotation_is_stopped_secret_safe_and_bound","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:17592e36f489fe7bda0e2e07","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:17592e36f489fe7bda0e2e07","label":"Changed","locator":{"end_column":11,"end_line":1527,"fragment":"changed-3","pointer":"","start_column":1,"start_line":1527},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed-3","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:17592e36f489fe7bda0e2e07","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:17592e36f489fe7bda0e2e07","label":"Changed","locator":{"end_column":11,"end_line":1531,"fragment":"changed-3","pointer":"","start_column":1,"start_line":1531},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed-3","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:07c7bd4f519bd40483056b30:aoa:abyss-stack:anchor:b0a7db9b560a781b29bda415","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b0a7db9b560a781b29bda415","label":"http_auth_kwargs","locator":{"end_column":6,"end_line":193,"fragment":"","pointer":"","start_column":1,"start_line":147},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:AuthSettings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:StaticBearerTokenVerifier"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_CREDENTIAL_NAME_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_ENV_NAME_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_SCOPE_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_bearer_token"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_http_authority"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_loopback_transport_security"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:transport_settings"}],"parser_ref":"python-ast@1","qualified_name":"http_auth_kwargs","semantic_key":"python:function:http_auth_kwargs","source_id":"aoa:abyss-stack:artifact:07c7bd4f519bd40483056b30","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b719020ef6af12a1cf575da:aoa:abyss-stack:anchor:e03fff9bdf67474fb9a05f43","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:e03fff9bdf67474fb9a05f43","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0b719020ef6af12a1cf575da","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:12158a7182437a67ad5ef3f8:aoa:abyss-stack:anchor:85cfdd15ad6db951db2b4a1f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:85cfdd15ad6db951db2b4a1f","label":"main","locator":{"end_column":13,"end_line":430,"fragment":"","pointer":"","start_column":1,"start_line":371},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:AoAKagMCPState.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:CatalogRecorder"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:InMemorySubscriptionBus"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_git_head"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_git_head"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_write_private_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:anyio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_application"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_cache_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:installed_mcp_identity"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:partial"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:12158a7182437a67ad5ef3f8","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/94.jsonl b/kag/indexes/shards/anchor/94.jsonl
index 86b2596338..a636ddd409 100644
--- a/kag/indexes/shards/anchor/94.jsonl
+++ b/kag/indexes/shards/anchor/94.jsonl
@@ -40,6 +40,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:715237ce4acc75a62516f028:aoa:abyss-stack:anchor:ea6cced52ea0852b17524c60","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ea6cced52ea0852b17524c60","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:715237ce4acc75a62516f028","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:77aab00d568ac7f227c57539:aoa:abyss-stack:anchor:45894fedb2b1f7ffef150b02","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:45894fedb2b1f7ffef150b02","label":"discover","locator":{"end_column":10,"end_line":231,"fragment":"","pointer":"","start_column":5,"start_line":209},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:_as_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:_as_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:_as_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:_as_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:cls"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:env.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState.discover","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"AoA4PDAConnectorMCPState.discover","semantic_key":"python:method:AoA4PDAConnectorMCPState.discover","source_id":"aoa:abyss-stack:artifact:77aab00d568ac7f227c57539","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7a4b28e1a9b05ea864d7cbb2:aoa:abyss-stack:anchor:15ada88b3b88f0d2de825f5f","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:15ada88b3b88f0d2de825f5f","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:7a4b28e1a9b05ea864d7cbb2","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b:aoa:abyss-stack:anchor:f75e83b86c82a2dae8b8053d","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:f75e83b86c82a2dae8b8053d","label":"../machine-fit/README.md","locator":{"end_column":75,"end_line":36,"fragment":"","pointer":"","start_column":23,"start_line":36},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:current-bridges","target_ref":"../machine-fit/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:36:23:0:../machine-fit/README.md","source_id":"aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7de69dd21160855b0bc0f3b3:aoa:abyss-stack:anchor:9df93a000d05c0471c11d783","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9df93a000d05c0471c11d783","label":"test_owner_capability_profiles_expose_exact_disjoint_catalogs","locator":{"end_column":54,"end_line":2285,"fragment":"","pointer":"","start_column":1,"start_line":2210},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:inspect"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:inspect"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:inspect"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:seed_evals"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_capability_profiles_expose_exact_disjoint_catalogs","target_ref":"python:write_organ_access_manifest"}],"parser_ref":"python-ast@1","qualified_name":"test_owner_capability_profiles_expose_exact_disjoint_catalogs","semantic_key":"python:function:test_owner_capability_profiles_expose_exact_disjoint_catalogs","source_id":"aoa:abyss-stack:artifact:7de69dd21160855b0bc0f3b3","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7e2b9376718453f699b52827:aoa:abyss-stack:anchor:bf3ce26192914484c5033ff0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bf3ce26192914484c5033ff0","label":"test_live_cutover_retry_recovers_each_rename_boundary","locator":{"end_column":33,"end_line":1003,"fragment":"","pointer":"","start_column":1,"start_line":918},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:CUTOVER_BACKEND.build_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:CUTOVER_BACKEND.materialize"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:CUTOVER_BACKEND.materialize"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:exact_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:make_fixture"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:make_predecessor_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:prepared.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:prepared.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:prepared.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:prepared.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:pytest.mark.parametrize"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:rollback_root.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:rollback_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:rollback_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:rollback_root.joinpath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:target.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:target.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:target.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_live_cutover_retry_recovers_each_rename_boundary","target_ref":"python:target.joinpath"}],"parser_ref":"python-ast@1","qualified_name":"test_live_cutover_retry_recovers_each_rename_boundary","semantic_key":"python:function:test_live_cutover_retry_recovers_each_rename_boundary","source_id":"aoa:abyss-stack:artifact:7e2b9376718453f699b52827","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1:aoa:abyss-stack:anchor:0e7323e397af06128b4340e0","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:0e7323e397af06128b4340e0","label":"ABYSS-STACK-D-0087 Owner-Bounded MCP Access Fabric","locator":{"end_column":113,"end_line":168,"fragment":"","pointer":"","start_column":3,"start_line":168},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:2026-07-25","target_ref":"../ABYSS-STACK-D-0087-owner-bounded-mcp-access-fabric.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:168:3:0:../ABYSS-STACK-D-0087-owner-bounded-mcp-access-fabric.md","source_id":"aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1","symbol_kind":""}
@@ -58,6 +59,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:2a3c2f39316dc596bec76240","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2a3c2f39316dc596bec76240","label":"deterministic_implementation_candidate","locator":{"end_column":16,"end_line":1570,"fragment":"","pointer":"","start_column":1,"start_line":1431},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:deterministic_implementation_candidate","target_ref":"python:text.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:deterministic_implementation_candidate","target_ref":"python:text.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:deterministic_implementation_candidate","target_ref":"python:updated.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:deterministic_implementation_candidate","target_ref":"python:updated.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:deterministic_implementation_candidate","target_ref":"python:updated.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:deterministic_implementation_candidate","target_ref":"python:updated.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:deterministic_implementation_candidate","target_ref":"python:updated.replace"}],"parser_ref":"python-ast@1","qualified_name":"deterministic_implementation_candidate","semantic_key":"python:function:deterministic_implementation_candidate","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8f644d62302eba1ca1b837a2:aoa:abyss-stack:anchor:40a540782cc1d8fdb11c8e50","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:40a540782cc1d8fdb11c8e50","label":"Rationale","locator":{"end_column":12,"end_line":70,"fragment":"rationale","pointer":"","start_column":1,"start_line":70},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:8f644d62302eba1ca1b837a2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:966ed0e16554acbc0f28ef82:aoa:abyss-stack:anchor:3a58b9597f7c35e9f6e9adbe","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3a58b9597f7c35e9f6e9adbe","label":"Purpose","locator":{"end_column":10,"end_line":3,"fragment":"purpose","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:purpose","source_id":"aoa:abyss-stack:artifact:966ed0e16554acbc0f28ef82","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:a8e1327d9b23e0b6fb7fd323","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a8e1327d9b23e0b6fb7fd323","label":"_provider_parser","locator":{"end_column":18,"end_line":7385,"fragment":"","pointer":"","start_column":1,"start_line":7339},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_provider_parser","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_provider_parser","semantic_key":"python:function:_provider_parser","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da:aoa:abyss-stack:anchor:4691e8abb2a5c09ec7530165","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4691e8abb2a5c09ec7530165","label":"event","locator":{"end_column":6,"end_line":54,"fragment":"","pointer":"","start_column":1,"start_line":46},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"event","semantic_key":"python:function:event","source_id":"aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:c57ca02116b1074c6056e2f8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c57ca02116b1074c6056e2f8","label":"milestone_gate","locator":{"end_column":10,"end_line":2306,"fragment":"","pointer":"","start_column":5,"start_line":2182},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:approval_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:finalize_rejected_case"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:forced_pause_seen.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:interpret_approval_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:w5_report_artifact_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:write_approval_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:write_approval_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:write_interrupt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:write_interrupt"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.milestone_gate","semantic_key":"python:method:build_graph.milestone_gate","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:fca62224dc36012238f21961","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fca62224dc36012238f21961","label":"finalize_report","locator":{"end_column":10,"end_line":2765,"fragment":"","pointer":"","start_column":5,"start_line":2734},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:load_result_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:refresh_w5_outputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.finalize_report","semantic_key":"python:method:build_graph.finalize_report","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
@@ -78,6 +80,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:cd0cb3978ae97166974cc913:aoa:abyss-stack:anchor:b6b4c1563e5ad03ce432ec14","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b6b4c1563e5ad03ce432ec14","label":"_clusters_for_payload","locator":{"end_column":41,"end_line":513,"fragment":"","pointer":"","start_column":5,"start_line":496},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:cluster.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:cluster.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:clusters.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:clusters.sort"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ToSPhilosophyProjectionReader._clusters_for_payload","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"ToSPhilosophyProjectionReader._clusters_for_payload","semantic_key":"python:method:ToSPhilosophyProjectionReader._clusters_for_payload","source_id":"aoa:abyss-stack:artifact:cd0cb3978ae97166974cc913","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:d00743dc4e878f258330dead:aoa:abyss-stack:anchor:e47a98ddd85d820fa38b1c16","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e47a98ddd85d820fa38b1c16","label":"AGENTS.md","locator":{"end_column":11,"end_line":1,"fragment":"agentsmd","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:agentsmd","source_id":"aoa:abyss-stack:artifact:d00743dc4e878f258330dead","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:d22473ce2602df5c058782cb:aoa:abyss-stack:anchor:e21a0daf3eeaa6e965117c60","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:e21a0daf3eeaa6e965117c60","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:d22473ce2602df5c058782cb","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80:aoa:abyss-stack:anchor:a517e73350225263c67be608","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a517e73350225263c67be608","label":"Strongest owner-local validation","locator":{"end_column":35,"end_line":94,"fragment":"strongest-owner-local-validation","pointer":"","start_column":1,"start_line":94},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:strongest-owner-local-validation","source_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:dd0a7f147ff77752c98e13d3:aoa:abyss-stack:anchor:07909f05eeadb95601a56938","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:07909f05eeadb95601a56938","label":"SDKCommandResult","locator":{"end_column":16,"end_line":258,"fragment":"","pointer":"","start_column":1,"start_line":255},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:SDKCommandResult","target_ref":"python:dataclass"}],"parser_ref":"python-ast@1","qualified_name":"SDKCommandResult","semantic_key":"python:class:SDKCommandResult","source_id":"aoa:abyss-stack:artifact:dd0a7f147ff77752c98e13d3","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:dd0a7f147ff77752c98e13d3:aoa:abyss-stack:anchor:25adf216925140fb62ea2375","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:25adf216925140fb62ea2375","label":"_digest","locator":{"end_column":75,"end_line":278,"fragment":"","pointer":"","start_column":1,"start_line":277},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest","target_ref":"python:hashlib.sha256"}],"parser_ref":"python-ast@1","qualified_name":"_digest","semantic_key":"python:function:_digest","source_id":"aoa:abyss-stack:artifact:dd0a7f147ff77752c98e13d3","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:de6ed33b9e5ba02d4b66e2e5:aoa:abyss-stack:anchor:700c97788ade721aa3285361","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:700c97788ade721aa3285361","label":"wrapper_class","locator":{"end_column":21,"end_line":18,"fragment":"","pointer":"/wrapper_class","start_column":1,"start_line":18},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/wrapper_class","source_id":"aoa:abyss-stack:artifact:de6ed33b9e5ba02d4b66e2e5","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/95.jsonl b/kag/indexes/shards/anchor/95.jsonl
index a92d6e1f62..9d034f7d52 100644
--- a/kag/indexes/shards/anchor/95.jsonl
+++ b/kag/indexes/shards/anchor/95.jsonl
@@ -42,6 +42,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:56dee15ed679498d4bde7463:aoa:abyss-stack:anchor:789884ef771aa2aa2e8bd3c0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:789884ef771aa2aa2e8bd3c0","label":"test_preflight_does_not_bind_state_root_as_attempt_python_cache","locator":{"end_column":62,"end_line":93,"fragment":"","pointer":"","start_column":1,"start_line":71},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_preflight_does_not_bind_state_root_as_attempt_python_cache","target_ref":"python:RUNTIME.ExternalCodexRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_preflight_does_not_bind_state_root_as_attempt_python_cache","target_ref":"python:_git_workspace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_preflight_does_not_bind_state_root_as_attempt_python_cache","target_ref":"python:_launch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_preflight_does_not_bind_state_root_as_attempt_python_cache","target_ref":"python:_tool_profile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_preflight_does_not_bind_state_root_as_attempt_python_cache","target_ref":"python:runtime._codex_environment"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_preflight_does_not_bind_state_root_as_attempt_python_cache","target_ref":"python:state_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_preflight_does_not_bind_state_root_as_attempt_python_cache","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_preflight_does_not_bind_state_root_as_attempt_python_cache","semantic_key":"python:function:test_preflight_does_not_bind_state_root_as_attempt_python_cache","source_id":"aoa:abyss-stack:artifact:56dee15ed679498d4bde7463","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5c47c858b077bf064d53b566:aoa:abyss-stack:anchor:1569b9642fcb851079517452","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1569b9642fcb851079517452","label":"_summary","locator":{"end_column":6,"end_line":361,"fragment":"","pointer":"","start_column":1,"start_line":351},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_summary","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_summary","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_summary","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_summary","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_summary","target_ref":"python:payload.get"}],"parser_ref":"python-ast@1","qualified_name":"_summary","semantic_key":"python:function:_summary","source_id":"aoa:abyss-stack:artifact:5c47c858b077bf064d53b566","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:618e7f3d88aaa8d5b0adade8:aoa:abyss-stack:anchor:5dcb65724881c136723090c1","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5dcb65724881c136723090c1","label":"Rule","locator":{"end_column":7,"end_line":5,"fragment":"rule","pointer":"","start_column":1,"start_line":5},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rule","source_id":"aoa:abyss-stack:artifact:618e7f3d88aaa8d5b0adade8","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:6c1df56542e7fae5f5025c28","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6c1df56542e7fae5f5025c28","label":"test_lsp_start_failure_and_reader_eof_are_immediately_observable","locator":{"end_column":28,"end_line":516,"fragment":"","pointer":"","start_column":5,"start_line":449},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:eof_server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:eof_server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:eof_server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:exits.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:exits.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:exits.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:failed.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.assertLess"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:session.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:session.document_symbols"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:session.snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","target_ref":"python:time.monotonic"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_start_failure_and_reader_eof_are_immediately_observable","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:69f41957ee42930e1e9edd04:aoa:abyss-stack:anchor:2e15aa9725f0d56e8e3e2b07","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2e15aa9725f0d56e8e3e2b07","label":"ToS Graph","locator":{"end_column":11,"end_line":1,"fragment":"tos-graph","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:tos-graph","source_id":"aoa:abyss-stack:artifact:69f41957ee42930e1e9edd04","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:35dbfc855920f5c94f78f97e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:35dbfc855920f5c94f78f97e","label":"test_discovery_skips_stale_socket_candidate","locator":{"end_column":31,"end_line":1210,"fragment":"","pointer":"","start_column":1,"start_line":1163},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:FakeRpc"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:MODULE.discover_app_server_socket"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:classmethod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:monkeypatch.delenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:monkeypatch.delenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:monkeypatch.delenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_discovery_skips_stale_socket_candidate","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_discovery_skips_stale_socket_candidate","semantic_key":"python:function:test_discovery_skips_stale_socket_candidate","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2582034fe38a570dd1d2a3:aoa:abyss-stack:anchor:3a120e7ee0fb3b9b7d7012b9","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3a120e7ee0fb3b9b7d7012b9","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:6d2582034fe38a570dd1d2a3","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/96.jsonl b/kag/indexes/shards/anchor/96.jsonl
index ed0a88b7b4..d05155afad 100644
--- a/kag/indexes/shards/anchor/96.jsonl
+++ b/kag/indexes/shards/anchor/96.jsonl
@@ -1,7 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03e291f2f5c1aea2e3dcc699:aoa:abyss-stack:anchor:c462473b2bc7168b86a343f5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c462473b2bc7168b86a343f5","label":"test_runner_rejects_mixed_runtime_log_lineage","locator":{"end_column":89,"end_line":343,"fragment":"","pointer":"","start_column":5,"start_line":314},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:make_evals_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:make_memo_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:make_stack_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","semantic_key":"python:method:MemoContradictionIntegrityRunnerTests.test_runner_rejects_mixed_runtime_log_lineage","source_id":"aoa:abyss-stack:artifact:03e291f2f5c1aea2e3dcc699","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:049aa91da24a30f6073508fb:aoa:abyss-stack:anchor:d3d4d9561668f5c9bffc9501","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d3d4d9561668f5c9bffc9501","label":"build","locator":{"end_column":76,"end_line":3,"fragment":"","pointer":"/services/rerank-api/build","start_column":5,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/rerank-api/build","source_id":"aoa:abyss-stack:artifact:049aa91da24a30f6073508fb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:05a7c803e237fbfaca1c085a:aoa:abyss-stack:anchor:88a9bac0c6a237a43ee12875","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:88a9bac0c6a237a43ee12875","label":"_rpc_error","locator":{"end_column":10,"end_line":304,"fragment":"","pointer":"","start_column":5,"start_line":289},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PairServer._rpc_error","target_ref":"python:JSONResponse"}],"parser_ref":"python-ast@1","qualified_name":"_PairServer._rpc_error","semantic_key":"python:method:_PairServer._rpc_error","source_id":"aoa:abyss-stack:artifact:05a7c803e237fbfaca1c085a","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:7c6351b9bef92f3fbea199b2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7c6351b9bef92f3fbea199b2","label":"Included in this release","locator":{"end_column":28,"end_line":1409,"fragment":"included-in-this-release","pointer":"","start_column":1,"start_line":1409},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:included-in-this-release","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:7c6351b9bef92f3fbea199b2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7c6351b9bef92f3fbea199b2","label":"Included in this release","locator":{"end_column":28,"end_line":1413,"fragment":"included-in-this-release","pointer":"","start_column":1,"start_line":1413},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:included-in-this-release","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:09768cdc5582265776b58235:aoa:abyss-stack:anchor:177d77113bb94bbaadce1336","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:177d77113bb94bbaadce1336","label":"${AOA_STACK_ROOT","locator":{"end_column":83,"end_line":6,"fragment":"","pointer":"/services/tos-graph/env_file/0/${AOA_STACK_ROOT","start_column":7,"start_line":6},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/tos-graph/env_file/0/${AOA_STACK_ROOT","source_id":"aoa:abyss-stack:artifact:09768cdc5582265776b58235","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:09768cdc5582265776b58235:aoa:abyss-stack:anchor:b7fab53e565c331bb4189f9a","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b7fab53e565c331bb4189f9a","label":"restart","locator":{"end_column":27,"end_line":29,"fragment":"","pointer":"/services/tos-graph/restart","start_column":5,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/tos-graph/restart","source_id":"aoa:abyss-stack:artifact:09768cdc5582265776b58235","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f:aoa:abyss-stack:anchor:d4437e20ff4cc7a5a88f97b0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d4437e20ff4cc7a5a88f97b0","label":"_iter_refs","locator":{"end_column":43,"end_line":634,"fragment":"","pointer":"","start_column":1,"start_line":614},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_iter_refs","target_ref":"python:_iter_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_iter_refs","target_ref":"python:_iter_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_iter_refs","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_iter_refs","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_iter_refs","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_iter_refs","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_iter_refs","target_ref":"python:value.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_iter_refs","target_ref":"python:value.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_iter_refs","semantic_key":"python:function:_iter_refs","source_id":"aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f","symbol_kind":"function"}
@@ -38,6 +38,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:52591f88a27381e1682cd390:aoa:abyss-stack:anchor:33e74b9d2ef05346cb10b6f6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:33e74b9d2ef05346cb10b6f6","label":"created_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/created_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/created_at","source_id":"aoa:abyss-stack:artifact:52591f88a27381e1682cd390","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:52f502d57bca1b07eb74fcd3:aoa:abyss-stack:anchor:3315b328eb78f9e81f0f7808","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3315b328eb78f9e81f0f7808","label":"Runtime-visible drift","locator":{"end_column":24,"end_line":59,"fragment":"runtime-visible-drift","pointer":"","start_column":1,"start_line":59},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-visible-drift","source_id":"aoa:abyss-stack:artifact:52f502d57bca1b07eb74fcd3","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:34e527407bd84cbc6d980e5b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:34e527407bd84cbc6d980e5b","label":"load_landing_effect_grant","locator":{"end_column":22,"end_line":988,"fragment":"","pointer":"","start_column":1,"start_line":952},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:_parse_json_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:_read_grant_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:grant_path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_landing_effect_grant","target_ref":"python:validate_landing_effect_grant"}],"parser_ref":"python-ast@1","qualified_name":"load_landing_effect_grant","semantic_key":"python:function:load_landing_effect_grant","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:3c906531db651c3cc93d8bd0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3c906531db651c3cc93d8bd0","label":"test_concurrent_lsp_starts_launch_one_process","locator":{"end_column":43,"end_line":1364,"fragment":"","pointer":"","start_column":5,"start_line":1321},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:BytesIO"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:ThreadPoolExecutor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:mock.patch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:pool.map"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:session._cleanup_launch_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:session._reader.join"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_concurrent_lsp_starts_launch_one_process","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:53fcaefdbe1aa48557bcb92d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:53fcaefdbe1aa48557bcb92d","label":"test_lsp_launch_rejects_external_embedded_runtime_path","locator":{"end_column":57,"end_line":1036,"fragment":"","pointer":"","start_column":5,"start_line":1007},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:ManagedLspSession._can_use_immutable_launch_fds"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","target_ref":"python:unittest.skipUnless"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_external_embedded_runtime_path","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:939d69b7648b04ef10291236","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:939d69b7648b04ef10291236","label":"${AOA_BABELVOX_TTS_XDG_CACHE_HOST_PATH","locator":{"end_column":99,"end_line":35,"fragment":"","pointer":"/services/babelvox-tts/volumes/2/${AOA_BABELVOX_TTS_XDG_CACHE_HOST_PATH","start_column":7,"start_line":35},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/volumes/2/${AOA_BABELVOX_TTS_XDG_CACHE_HOST_PATH","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6901ab51fa39a5bb9dc7315c:aoa:abyss-stack:anchor:c4d1a2c8e6c0911290fd49e4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c4d1a2c8e6c0911290fd49e4","label":"Follow-up route","locator":{"end_column":18,"end_line":80,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":80},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:6901ab51fa39a5bb9dc7315c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f889a34108f9331837727f5:aoa:abyss-stack:anchor:163c9bbd4b076e4bf7b8ee97","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:163c9bbd4b076e4bf7b8ee97","label":"AGENTS.md","locator":{"end_column":11,"end_line":1,"fragment":"agentsmd","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:agentsmd","source_id":"aoa:abyss-stack:artifact:6f889a34108f9331837727f5","symbol_kind":""}
@@ -61,6 +63,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9840f3af69e7348061720de2:aoa:abyss-stack:anchor:b7741a30803153762eed5812","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:b7741a30803153762eed5812","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9840f3af69e7348061720de2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:15a0ae968a9e409d71ce067b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:15a0ae968a9e409d71ce067b","label":"test_request_drain_lock_waits_without_starting_an_effect_worker","locator":{"end_column":39,"end_line":364,"fragment":"","pointer":"","start_column":1,"start_line":343},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker","target_ref":"python:drain_path.touch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker","target_ref":"python:effect_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker","target_ref":"python:fcntl.flock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_request_drain_lock_waits_without_starting_an_effect_worker","target_ref":"python:scenario"}],"parser_ref":"python-ast@1","qualified_name":"test_request_drain_lock_waits_without_starting_an_effect_worker","semantic_key":"python:function:test_request_drain_lock_waits_without_starting_an_effect_worker","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:4e37d12ab4aae297f7890147","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4e37d12ab4aae297f7890147","label":"wrong_type_value","locator":{"end_column":22,"end_line":90,"fragment":"","pointer":"","start_column":1,"start_line":77},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wrong_type_value","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wrong_type_value","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wrong_type_value","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wrong_type_value","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wrong_type_value","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wrong_type_value","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:wrong_type_value","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"wrong_type_value","semantic_key":"python:function:wrong_type_value","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14:aoa:abyss-stack:anchor:0f5d5d683c80a820163a10e0","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0f5d5d683c80a820163a10e0","label":"provider","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/provider","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/provider","source_id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dfa47b6a92e76b4529c1358:aoa:abyss-stack:anchor:a979ab09889ae049b38b1ecb","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:a979ab09889ae049b38b1ecb","label":"decision_graph.json","locator":{"end_column":45,"end_line":9,"fragment":"","pointer":"","start_column":3,"start_line":9},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:files","target_ref":"decision_graph.json"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:9:3:0:decision_graph.json","source_id":"aoa:abyss-stack:artifact:9dfa47b6a92e76b4529c1358","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f:aoa:abyss-stack:anchor:bb12d63d4ea52b1a36a6172c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:bb12d63d4ea52b1a36a6172c","label":"Scenario Catalog","locator":{"end_column":19,"end_line":50,"fragment":"scenario-catalog","pointer":"","start_column":1,"start_line":50},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:scenario-catalog","source_id":"aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a43aa5630db051d26266922e:aoa:abyss-stack:anchor:c5874459ca739fd37013bd35","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c5874459ca739fd37013bd35","label":"Rule","locator":{"end_column":7,"end_line":30,"fragment":"rule","pointer":"","start_column":1,"start_line":30},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rule","source_id":"aoa:abyss-stack:artifact:a43aa5630db051d26266922e","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/97.jsonl b/kag/indexes/shards/anchor/97.jsonl
index 8eed89d021..4d55484352 100644
--- a/kag/indexes/shards/anchor/97.jsonl
+++ b/kag/indexes/shards/anchor/97.jsonl
@@ -4,7 +4,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:106974c8c8bb8adb965440d7:aoa:abyss-stack:anchor:57e627ded4a6b55976201bbe","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:57e627ded4a6b55976201bbe","label":"Owner-Bound Agent OS Execution Lanes","locator":{"end_column":38,"end_line":1,"fragment":"owner-bound-agent-os-execution-lanes","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:owner-bound-agent-os-execution-lanes","source_id":"aoa:abyss-stack:artifact:106974c8c8bb8adb965440d7","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:16d0b184516e7ceab77526b5:aoa:abyss-stack:anchor:9b4097c07f8a852926e372ec","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9b4097c07f8a852926e372ec","label":"Minimal flow","locator":{"end_column":15,"end_line":19,"fragment":"minimal-flow","pointer":"","start_column":1,"start_line":19},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:minimal-flow","source_id":"aoa:abyss-stack:artifact:16d0b184516e7ceab77526b5","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:17efbe03b3bab9d83a627c19:aoa:abyss-stack:anchor:bf0687c5df7f9d429c9efcec","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:bf0687c5df7f9d429c9efcec","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:17efbe03b3bab9d83a627c19","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:7173b86bc158aec56e07389c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7173b86bc158aec56e07389c","label":"test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","locator":{"end_column":46,"end_line":802,"fragment":"","pointer":"","start_column":1,"start_line":773},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","target_ref":"python:validator.is_valid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","target_ref":"python:validator.is_valid"}],"parser_ref":"python-ast@1","qualified_name":"test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","semantic_key":"python:function:test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:7173b86bc158aec56e07389c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7173b86bc158aec56e07389c","label":"test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","locator":{"end_column":46,"end_line":814,"fragment":"","pointer":"","start_column":1,"start_line":785},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","target_ref":"python:validator.is_valid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","target_ref":"python:validator.is_valid"}],"parser_ref":"python-ast@1","qualified_name":"test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","semantic_key":"python:function:test_visible_terminal_schemas_restrict_socket_modes_to_owner_bits","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1b42c470da2cc373a0335f1e:aoa:abyss-stack:anchor:a88c6c7c223d2c7bb2024056","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a88c6c7c223d2c7bb2024056","label":"Consequences","locator":{"end_column":15,"end_line":65,"fragment":"consequences","pointer":"","start_column":1,"start_line":65},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:1b42c470da2cc373a0335f1e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:1c1b3adff01db11b845777af:aoa:abyss-stack:anchor:545b5fcc1a321b51c9ddf89b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:545b5fcc1a321b51c9ddf89b","label":"When to emit one","locator":{"end_column":19,"end_line":9,"fragment":"when-to-emit-one","pointer":"","start_column":1,"start_line":9},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:when-to-emit-one","source_id":"aoa:abyss-stack:artifact:1c1b3adff01db11b845777af","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:1e82a732c3df740cda95151a:aoa:abyss-stack:anchor:86ea75f1d4447a5b986e8815","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:86ea75f1d4447a5b986e8815","label":"checked_by","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/checked_by","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/checked_by","source_id":"aoa:abyss-stack:artifact:1e82a732c3df740cda95151a","symbol_kind":"json_key"}
@@ -38,6 +38,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5b05251be156ce47b7fa4743:aoa:abyss-stack:anchor:d60421a71572d1b79a649131","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d60421a71572d1b79a649131","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:5b05251be156ce47b7fa4743","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5e74eb7efa59f0539e7dcea3:aoa:abyss-stack:anchor:860ebacf47bf9b16697cb121","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:860ebacf47bf9b16697cb121","label":"diagnostic_target_path","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/diagnostic_target_path","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/diagnostic_target_path","source_id":"aoa:abyss-stack:artifact:5e74eb7efa59f0539e7dcea3","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:725c8e522bae0190a975bcd3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:725c8e522bae0190a975bcd3","label":"aoa_decisions_owner_surface","locator":{"end_column":14,"end_line":328,"fragment":"","pointer":"","start_column":9,"start_line":320},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.aoa_decisions_owner_surface","target_ref":"python:current_state"}],"parser_ref":"python-ast@1","qualified_name":"build_server.aoa_decisions_owner_surface","semantic_key":"python:method:build_server.aoa_decisions_owner_surface","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:0d106552bd6be93d42b40dc8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0d106552bd6be93d42b40dc8","label":"test_already_current_rollback_clears_candidate_transactionally","locator":{"end_column":68,"end_line":3001,"fragment":"","pointer":"","start_column":5,"start_line":2976},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.candidate_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.candidate_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.candidate_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.rollback"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.rollback"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.rollback"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_already_current_rollback_clears_candidate_transactionally","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a77e9d27858561299e03376:aoa:abyss-stack:anchor:2156bdccc7ee4a64d241b0d3","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2156bdccc7ee4a64d241b0d3","label":"observed_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/observed_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/observed_at","source_id":"aoa:abyss-stack:artifact:6a77e9d27858561299e03376","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2:aoa:abyss-stack:anchor:72cebc760eba185c07ced18c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:72cebc760eba185c07ced18c","label":"_tsv_diagnostics","locator":{"end_column":6,"end_line":131,"fragment":"","pointer":"","start_column":1,"start_line":108},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:confidences.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:csv.DictReader"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:path.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:statistics.fmean"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:statistics.median"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tsv_diagnostics","target_ref":"python:text.strip"}],"parser_ref":"python-ast@1","qualified_name":"_tsv_diagnostics","semantic_key":"python:function:_tsv_diagnostics","source_id":"aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:bc4fb05087bbaed1b47ef9d0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bc4fb05087bbaed1b47ef9d0","label":"load_context","locator":{"end_column":10,"end_line":1601,"fragment":"","pointer":"","start_column":5,"start_line":1587},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rechecks_digest_after_preflight_before_delegated_effects.load_context","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rechecks_digest_after_preflight_before_delegated_effects.load_context","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rechecks_digest_after_preflight_before_delegated_effects.load_context","target_ref":"python:handoff.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rechecks_digest_after_preflight_before_delegated_effects.load_context","target_ref":"python:holder.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rechecks_digest_after_preflight_before_delegated_effects.load_context","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rechecks_digest_after_preflight_before_delegated_effects.load_context","target_ref":"python:json.loads"}],"parser_ref":"python-ast@1","qualified_name":"test_return_route_rechecks_digest_after_preflight_before_delegated_effects.load_context","semantic_key":"python:method:test_return_route_rechecks_digest_after_preflight_before_delegated_effects.load_context","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"method"}
@@ -57,6 +58,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:74a773a174d663c485ffe610","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:74a773a174d663c485ffe610","label":"daily_window","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/daily_window","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/daily_window","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:7e263eeaeb95465381ec4716","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7e263eeaeb95465381ec4716","label":"_reject","locator":{"end_column":69,"end_line":2107,"fragment":"","pointer":"","start_column":9,"start_line":2106},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._reject","target_ref":"python:self._send_json"}],"parser_ref":"python-ast@1","qualified_name":"_handler_for.WorkbenchHandler._reject","semantic_key":"python:method:_handler_for.WorkbenchHandler._reject","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:bece2fa81cb4e73bd9c9e6f7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bece2fa81cb4e73bd9c9e6f7","label":"effect_subject","locator":{"end_column":19,"end_line":53,"fragment":"","pointer":"","start_column":1,"start_line":30},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:effect_subject","target_ref":"python:subject"}],"parser_ref":"python-ast@1","qualified_name":"effect_subject","semantic_key":"python:function:effect_subject","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:663627132afbfe4ef63dfab1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:663627132afbfe4ef63dfab1","label":"current_qualified_name","locator":{"end_column":69,"end_line":1870,"fragment":"","pointer":"","start_column":5,"start_line":1869},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.current_qualified_name","target_ref":"python:_module_name"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.current_qualified_name","semantic_key":"python:method:_PythonObservationVisitor.current_qualified_name","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:e2f0a413a9fe528772cfab72","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e2f0a413a9fe528772cfab72","label":"_validate_launch_binding","locator":{"end_column":14,"end_line":3701,"fragment":"","pointer":"","start_column":5,"start_line":3620},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:_directory_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:_directory_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:_file_uri_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:_require_fresh_machine_health"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:_validated_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:_validated_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:bound_session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:bound_session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:bound_session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:self._bound_artifact_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:self._bound_machine_session"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:self._source_manifest.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_launch_binding","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._validate_launch_binding","semantic_key":"python:method:ManagedLspSession._validate_launch_binding","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac0ab86ff3ab4ebcda94bc5b:aoa:abyss-stack:anchor:95bd5ad37aa88f20c96eb69d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:95bd5ad37aa88f20c96eb69d","label":"Active route","locator":{"end_column":15,"end_line":59,"fragment":"active-route","pointer":"","start_column":1,"start_line":59},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:active-route","source_id":"aoa:abyss-stack:artifact:ac0ab86ff3ab4ebcda94bc5b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5:aoa:abyss-stack:anchor:402d0deed134d901ac0c9ec9","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:402d0deed134d901ac0c9ec9","label":"disabled","locator":{"end_column":16,"end_line":8,"fragment":"","pointer":"/performance/disabled","start_column":3,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/performance/disabled","source_id":"aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:200a938f14877aed62269aad","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:200a938f14877aed62269aad","label":"machine diagnostics","locator":{"end_column":22,"end_line":532,"fragment":"machine-diagnostics","pointer":"","start_column":1,"start_line":532},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:machine-diagnostics","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/99.jsonl b/kag/indexes/shards/anchor/99.jsonl
index 21dfb08915..a1a99164ef 100644
--- a/kag/indexes/shards/anchor/99.jsonl
+++ b/kag/indexes/shards/anchor/99.jsonl
@@ -11,7 +11,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:0e681a549cdaa5bf91c4cb43:aoa:abyss-stack:anchor:fe86fd880c533a482046722c","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:fe86fd880c533a482046722c","label":"mode","locator":{"end_column":14,"end_line":29,"fragment":"","pointer":"/activation/mode","start_column":3,"start_line":29},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/activation/mode","source_id":"aoa:abyss-stack:artifact:0e681a549cdaa5bf91c4cb43","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:12ee5dc750f6fc1c88f58b5d:aoa:abyss-stack:anchor:f1223626c2700d15ace58208","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f1223626c2700d15ace58208","label":"RuntimeManifestError","locator":{"end_column":81,"end_line":23,"fragment":"","pointer":"","start_column":1,"start_line":22},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"RuntimeManifestError","semantic_key":"python:class:RuntimeManifestError","source_id":"aoa:abyss-stack:artifact:12ee5dc750f6fc1c88f58b5d","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:13d8cd163d93108d4338b291:aoa:abyss-stack:anchor:e2784267ab5294fc050d6449","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e2784267ab5294fc050d6449","label":"finished_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/finished_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/finished_at","source_id":"aoa:abyss-stack:artifact:13d8cd163d93108d4338b291","symbol_kind":"json_key"}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:d0c8b93851d8e024b06f367f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d0c8b93851d8e024b06f367f","label":"test_terminal_observation_schema_accepts_legacy_and_repaired_identities","locator":{"end_column":6,"end_line":879,"fragment":"","pointer":"","start_column":1,"start_line":861},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","target_ref":"python:validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","target_ref":"python:validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","target_ref":"python:validator.validate"}],"parser_ref":"python-ast@1","qualified_name":"test_terminal_observation_schema_accepts_legacy_and_repaired_identities","semantic_key":"python:function:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:d0c8b93851d8e024b06f367f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d0c8b93851d8e024b06f367f","label":"test_terminal_observation_schema_accepts_legacy_and_repaired_identities","locator":{"end_column":6,"end_line":891,"fragment":"","pointer":"","start_column":1,"start_line":873},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","target_ref":"python:validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","target_ref":"python:validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","target_ref":"python:validator.validate"}],"parser_ref":"python-ast@1","qualified_name":"test_terminal_observation_schema_accepts_legacy_and_repaired_identities","semantic_key":"python:function:test_terminal_observation_schema_accepts_legacy_and_repaired_identities","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1beac052150fab0db2668905:aoa:abyss-stack:anchor:774ff7426e629b9f19ab1faa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:774ff7426e629b9f19ab1faa","label":"render_index_md","locator":{"end_column":66,"end_line":370,"fragment":"","pointer":"","start_column":1,"start_line":369},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_index_md","target_ref":"python:TRIAL_ADAPTER.render_edit_gate_index_md"}],"parser_ref":"python-ast@1","qualified_name":"render_index_md","semantic_key":"python:function:render_index_md","source_id":"aoa:abyss-stack:artifact:1beac052150fab0db2668905","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1d7dfe971174a0154a138980:aoa:abyss-stack:anchor:9492d6a7e051e61bb95310a4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9492d6a7e051e61bb95310a4","label":"test_cli_routes_translation_source_inspection_without_promotion","locator":{"end_column":6,"end_line":2560,"fragment":"","pointer":"","start_column":1,"start_line":2526},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_translation_source_inspection_without_promotion","target_ref":"python:lab.main"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_translation_source_inspection_without_promotion","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_translation_source_inspection_without_promotion","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_translation_source_inspection_without_promotion","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_cli_routes_translation_source_inspection_without_promotion","semantic_key":"python:function:test_cli_routes_translation_source_inspection_without_promotion","source_id":"aoa:abyss-stack:artifact:1d7dfe971174a0154a138980","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1d7dfe971174a0154a138980:aoa:abyss-stack:anchor:d72e73f5d296688c5a0c85b9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d72e73f5d296688c5a0c85b9","label":"fake_materialize","locator":{"end_column":72,"end_line":2496,"fragment":"","pointer":"","start_column":5,"start_line":2493},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"test_cli_routes_translation_source_without_translation_execution.fake_materialize","semantic_key":"python:method:test_cli_routes_translation_source_without_translation_execution.fake_materialize","source_id":"aoa:abyss-stack:artifact:1d7dfe971174a0154a138980","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/9a.jsonl b/kag/indexes/shards/anchor/9a.jsonl
index af41a7a802..b4fcfdf69c 100644
--- a/kag/indexes/shards/anchor/9a.jsonl
+++ b/kag/indexes/shards/anchor/9a.jsonl
@@ -33,6 +33,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:604da55fadd4ee18983f2f2c:aoa:abyss-stack:anchor:878f05799e534d796c940eba","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:878f05799e534d796c940eba","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:604da55fadd4ee18983f2f2c","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6115ce3e2c3abe3e523bf972:aoa:abyss-stack:anchor:946a870ba7d94140b46d54f7","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:946a870ba7d94140b46d54f7","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6115ce3e2c3abe3e523bf972","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6505bcb74ed72440af5ed8b2:aoa:abyss-stack:anchor:ad53301fe7a9fd4da926f1c6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ad53301fe7a9fd4da926f1c6","label":"Purpose","locator":{"end_column":10,"end_line":3,"fragment":"purpose","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:purpose","source_id":"aoa:abyss-stack:artifact:6505bcb74ed72440af5ed8b2","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:454dfbe116430eb1ea8d8150","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:454dfbe116430eb1ea8d8150","label":"test_stale_machine_health_is_not_current_evidence","locator":{"end_column":14,"end_line":3065,"fragment":"","pointer":"","start_column":5,"start_line":3056},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_current_evidence","target_ref":"python:_validate_machine_evidence_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_current_evidence","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_current_evidence","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_current_evidence","target_ref":"python:self.machine_evidence"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_current_evidence","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_stale_machine_health_is_not_current_evidence","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6792a9887f22b937aa291a1d:aoa:abyss-stack:anchor:d2c622566ed26ec556afc308","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d2c622566ed26ec556afc308","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:6792a9887f22b937aa291a1d","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:441e861b2b9160e14bfd0cf9","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:441e861b2b9160e14bfd0cf9","label":"start_period","locator":{"end_column":23,"end_line":50,"fragment":"","pointer":"/services/babelvox-tts/healthcheck/start_period","start_column":7,"start_line":50},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/healthcheck/start_period","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:1619c26a25e63809bc46af5b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1619c26a25e63809bc46af5b","label":"_retry_output_path","locator":{"end_column":80,"end_line":3036,"fragment":"","pointer":"","start_column":1,"start_line":3030},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_retry_output_path","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_retry_output_path","target_ref":"python:_validate_output_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_retry_output_path","target_ref":"python:candidate.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_retry_output_path","target_ref":"python:candidate.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_retry_output_path","target_ref":"python:path.with_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_retry_output_path","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_retry_output_path","target_ref":"python:secrets.token_hex"}],"parser_ref":"python-ast@1","qualified_name":"_retry_output_path","semantic_key":"python:function:_retry_output_path","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/9b.jsonl b/kag/indexes/shards/anchor/9b.jsonl
index 1f6db0c4f5..2d0c03f14c 100644
--- a/kag/indexes/shards/anchor/9b.jsonl
+++ b/kag/indexes/shards/anchor/9b.jsonl
@@ -4,6 +4,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:1c220425360a921455651546","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1c220425360a921455651546","label":"test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","locator":{"end_column":65,"end_line":539,"fragment":"","pointer":"","start_column":5,"start_line":525},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","target_ref":"python:AOA_UP.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","target_ref":"python:launcher.index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","target_ref":"python:launcher.rindex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","target_ref":"python:self.assertLess"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","semantic_key":"python:method:RuntimeLifecycleUserUnitTests.test_ovms_up_installs_units_and_cuts_over_before_opening_sockets","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:bd8e6a3119a364973cd1c288","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bd8e6a3119a364973cd1c288","label":"test_mcp_http_auth_provision_creates_a_private_secret_root","locator":{"end_column":71,"end_line":3504,"fragment":"","pointer":"","start_column":5,"start_line":3477},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:env.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:secret_dir.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","target_ref":"python:token_path.stat"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","semantic_key":"python:method:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_creates_a_private_secret_root","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:064505ff57f8ab300d932d4b:aoa:abyss-stack:anchor:d1665e39d92be8013cfb3458","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:d1665e39d92be8013cfb3458","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:064505ff57f8ab300d932d4b","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79:aoa:abyss-stack:anchor:d3cd14e12a835a06ee9d9dae","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d3cd14e12a835a06ee9d9dae","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f1e8792fe2818f5412f85cb:aoa:abyss-stack:anchor:0f29a12a7dc3b29f7f82dd94","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0f29a12a7dc3b29f7f82dd94","label":"runtime_status","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/runtime_status","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/runtime_status","source_id":"aoa:abyss-stack:artifact:0f1e8792fe2818f5412f85cb","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1:aoa:abyss-stack:anchor:89d903bf2b3ba70bb3fc3355","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:89d903bf2b3ba70bb3fc3355","label":"test_configured_audit_journal_is_explicit_bounded_and_contour_specific","locator":{"end_column":42,"end_line":474,"fragment":"","pointer":"","start_column":1,"start_line":453},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:_configured_audit_journal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:_configured_audit_journal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:_configured_audit_journal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:journal.summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:journal.summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_configured_audit_journal_is_explicit_bounded_and_contour_specific","semantic_key":"python:function:test_configured_audit_journal_is_explicit_bounded_and_contour_specific","source_id":"aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1928d2688efeb6720394c54d:aoa:abyss-stack:anchor:6d77a822ccd3cd3245db57fd","_kind":"anchor","anchor_kind":"toml_key","id":"aoa:abyss-stack:anchor:6d77a822ccd3cd3245db57fd","label":"requires-python","locator":{"end_column":26,"end_line":10,"fragment":"","pointer":"project.requires-python","start_column":1,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-toml-path@1","qualified_name":"","semantic_key":"key:project.requires-python","source_id":"aoa:abyss-stack:artifact:1928d2688efeb6720394c54d","symbol_kind":""}
@@ -37,6 +38,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5c47c858b077bf064d53b566:aoa:abyss-stack:anchor:e4fc13957ffacb2a4adb5b55","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e4fc13957ffacb2a4adb5b55","label":"_collect_paths","locator":{"end_column":26,"end_line":405,"fragment":"","pointer":"","start_column":1,"start_line":384},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_collect_paths","target_ref":"python:unique.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_collect_paths","target_ref":"python:walk"}],"parser_ref":"python-ast@1","qualified_name":"_collect_paths","semantic_key":"python:function:_collect_paths","source_id":"aoa:abyss-stack:artifact:5c47c858b077bf064d53b566","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61953fe600e446c8d9491770:aoa:abyss-stack:anchor:b6f325fe9cec19a8ff3191d0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b6f325fe9cec19a8ff3191d0","label":"test_installed_entrypoint_discovers_checkout_from_cwd","locator":{"end_column":6,"end_line":47,"fragment":"","pointer":"","start_column":1,"start_line":25},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_installed_entrypoint_discovers_checkout_from_cwd","target_ref":"python:builder.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_installed_entrypoint_discovers_checkout_from_cwd","target_ref":"python:builder.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_installed_entrypoint_discovers_checkout_from_cwd","target_ref":"python:checkout.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_installed_entrypoint_discovers_checkout_from_cwd","target_ref":"python:core.discover_stack_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_installed_entrypoint_discovers_checkout_from_cwd","target_ref":"python:cwd.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_installed_entrypoint_discovers_checkout_from_cwd","target_ref":"python:installed_core.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_installed_entrypoint_discovers_checkout_from_cwd","target_ref":"python:installed_core.write_text"}],"parser_ref":"python-ast@1","qualified_name":"test_installed_entrypoint_discovers_checkout_from_cwd","semantic_key":"python:function:test_installed_entrypoint_discovers_checkout_from_cwd","source_id":"aoa:abyss-stack:artifact:61953fe600e446c8d9491770","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61dac234f6fb767f779cf162:aoa:abyss-stack:anchor:84c52ee9b3100a8ab916e11f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:84c52ee9b3100a8ab916e11f","label":"load_module","locator":{"end_column":18,"end_line":25,"fragment":"","pointer":"","start_column":1,"start_line":18},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.util.module_from_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.util.spec_from_file_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:spec.loader.exec_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:uuid.uuid4"}],"parser_ref":"python-ast@1","qualified_name":"load_module","semantic_key":"python:function:load_module","source_id":"aoa:abyss-stack:artifact:61dac234f6fb767f779cf162","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:43d6ba81ccf1297b3162c89c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:43d6ba81ccf1297b3162c89c","label":"test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","locator":{"end_column":60,"end_line":1700,"fragment":"","pointer":"","start_column":5,"start_line":1680},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.assertLessEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_deletion_blast_radius_uses_stable_universe_for_complete_deletion","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:a9834173ee1f034e103fd5a6","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a9834173ee1f034e103fd5a6","label":"id","locator":{"end_column":22,"end_line":2,"fragment":"","pointer":"/id","start_column":1,"start_line":2},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/id","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:69a5dc57095a5041045b42e0:aoa:abyss-stack:anchor:ae057636eeed80a416c5e6f1","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ae057636eeed80a416c5e6f1","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:69a5dc57095a5041045b42e0","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f0a306b0bad5453f0e6f938:aoa:abyss-stack:anchor:5755961bf4cb1eab63b7a7f2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5755961bf4cb1eab63b7a7f2","label":"load_inventory","locator":{"end_column":66,"end_line":13,"fragment":"","pointer":"","start_column":1,"start_line":12},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_inventory","target_ref":"python:INVENTORY_PATH.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_inventory","target_ref":"python:json.loads"}],"parser_ref":"python-ast@1","qualified_name":"load_inventory","semantic_key":"python:function:load_inventory","source_id":"aoa:abyss-stack:artifact:6f0a306b0bad5453f0e6f938","symbol_kind":"function"}
@@ -63,6 +65,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:0fe1769d618b5c17ca2f1038","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0fe1769d618b5c17ca2f1038","label":"_read_http_auth_kwargs","locator":{"end_column":45,"end_line":119,"fragment":"","pointer":"","start_column":1,"start_line":118},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_http_auth_kwargs","target_ref":"python:_contour_http_auth_kwargs"}],"parser_ref":"python-ast@1","qualified_name":"_read_http_auth_kwargs","semantic_key":"python:function:_read_http_auth_kwargs","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb:aoa:abyss-stack:anchor:2ff031d7be9927893d1de2e1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2ff031d7be9927893d1de2e1","label":"fake_run","locator":{"end_column":81,"end_line":207,"fragment":"","pointer":"","start_column":9,"start_line":205},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_pending_state_is_replayed_then_released.fake_run","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_pending_state_is_replayed_then_released.fake_run","target_ref":"python:subprocess.CompletedProcess"}],"parser_ref":"python-ast@1","qualified_name":"OvmsLifecycleTests.test_pending_state_is_replayed_then_released.fake_run","semantic_key":"python:method:OvmsLifecycleTests.test_pending_state_is_replayed_then_released.fake_run","source_id":"aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4:aoa:abyss-stack:anchor:afd38f78c2da60cb0298dc50","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:afd38f78c2da60cb0298dc50","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a03d4bc1ca0c7fd7d416c6e4","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:cb25cf35dcd9c01ee24308c1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cb25cf35dcd9c01ee24308c1","label":"_is_sha256_reference","locator":{"end_column":6,"end_line":692,"fragment":"","pointer":"","start_column":1,"start_line":686},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_reference","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_reference","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_reference","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_reference","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_reference","target_ref":"python:value.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_is_sha256_reference","semantic_key":"python:function:_is_sha256_reference","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:c99b24bdd14338deabe08795","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:c99b24bdd14338deabe08795","label":"questbook","locator":{"end_column":13,"end_line":44,"fragment":"","pointer":"/tags/0","start_column":3,"start_line":44},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/tags/0","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:8a45afeba05cd8a60d6d8b3b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8a45afeba05cd8a60d6d8b3b","label":"draft_plan","locator":{"end_column":10,"end_line":2175,"fragment":"","pointer":"","start_column":5,"start_line":2161},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:build_scenario_plan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:plan_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:plan_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.draft_plan","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.draft_plan","semantic_key":"python:method:build_graph.draft_plan","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65:aoa:abyss-stack:anchor:9a93901bff24e7eb95af9e35","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9a93901bff24e7eb95af9e35","label":"Governed Execution Parts","locator":{"end_column":26,"end_line":1,"fragment":"governed-execution-parts","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:governed-execution-parts","source_id":"aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/9c.jsonl b/kag/indexes/shards/anchor/9c.jsonl
index 63eed8f95f..2f5ec2fb8f 100644
--- a/kag/indexes/shards/anchor/9c.jsonl
+++ b/kag/indexes/shards/anchor/9c.jsonl
@@ -39,6 +39,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5ee36d0a8f3420e108b06e8a:aoa:abyss-stack:anchor:6d936d51ca497d1f3e1146fe","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6d936d51ca497d1f3e1146fe","label":"Query Application Port","locator":{"end_column":25,"end_line":139,"fragment":"query-application-port","pointer":"","start_column":1,"start_line":139},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:query-application-port","source_id":"aoa:abyss-stack:artifact:5ee36d0a8f3420e108b06e8a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6115ce3e2c3abe3e523bf972:aoa:abyss-stack:anchor:7b50c920a2c49be5f78ab154","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7b50c920a2c49be5f78ab154","label":"Decision","locator":{"end_column":11,"end_line":36,"fragment":"decision","pointer":"","start_column":1,"start_line":36},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:6115ce3e2c3abe3e523bf972","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4:aoa:abyss-stack:anchor:ba58988ff8e9ac79252af4e4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ba58988ff8e9ac79252af4e4","label":"_installed_package_root","locator":{"end_column":24,"end_line":65,"fragment":"","pointer":"","start_column":1,"start_line":50},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:importlib.util.find_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:package_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:package_root.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:package_root.resolve"}],"parser_ref":"python-ast@1","qualified_name":"_installed_package_root","semantic_key":"python:function:_installed_package_root","source_id":"aoa:abyss-stack:artifact:6448520812b50ebaa5bb6bb4","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:9910e8489213809c890a6cfc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9910e8489213809c890a6cfc","label":"test_attribute_references_and_declared_python_encoding_are_observed","locator":{"end_column":47,"end_line":2574,"fragment":"","pointer":"","start_column":5,"start_line":2563},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_attribute_references_and_declared_python_encoding_are_observed","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_attribute_references_and_declared_python_encoding_are_observed","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_attribute_references_and_declared_python_encoding_are_observed","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_attribute_references_and_declared_python_encoding_are_observed","target_ref":"python:self.runtime.references"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_attribute_references_and_declared_python_encoding_are_observed","target_ref":"python:self.runtime.refresh"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_attribute_references_and_declared_python_encoding_are_observed","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_attribute_references_and_declared_python_encoding_are_observed","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379:aoa:abyss-stack:anchor:05412b072b421ecb51cf18c8","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:05412b072b421ecb51cf18c8","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f7f1e4c7412c5bbee29cb38:aoa:abyss-stack:anchor:51420dde84d82d2c6530d1b5","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:51420dde84d82d2c6530d1b5","label":"Owner Boundary","locator":{"end_column":17,"end_line":17,"fragment":"owner-boundary","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:owner-boundary","source_id":"aoa:abyss-stack:artifact:6f7f1e4c7412c5bbee29cb38","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:715756e41b133398a9d43463:aoa:abyss-stack:anchor:18a9a7276e72f20f49c69328","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:18a9a7276e72f20f49c69328","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:715756e41b133398a9d43463","symbol_kind":""}
@@ -52,6 +53,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:c6b14d13225e698681746bfe","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:c6b14d13225e698681746bfe","label":"ABYSS-STACK-D-0064 Federation Effective Runtime Inputs","locator":{"end_column":121,"end_line":557,"fragment":"","pointer":"","start_column":3,"start_line":557},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:federation-surface","target_ref":"../ABYSS-STACK-D-0064-federation-effective-runtime-inputs.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:557:3:0:../ABYSS-STACK-D-0064-federation-effective-runtime-inputs.md","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:b5ca880bf501b517337b1e66","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b5ca880bf501b517337b1e66","label":"configure_program_runtime","locator":{"end_column":77,"end_line":184,"fragment":"","pointer":"","start_column":1,"start_line":178},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:configure_program_runtime","target_ref":"python:TRIALS.configure_program_runtime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:configure_program_runtime","target_ref":"python:default_log_root_for"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:configure_program_runtime","target_ref":"python:default_mirror_root_for"}],"parser_ref":"python-ast@1","qualified_name":"configure_program_runtime","semantic_key":"python:function:configure_program_runtime","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:54f331c8c99f1df42ee1eacb","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:54f331c8c99f1df42ee1eacb","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14:aoa:abyss-stack:anchor:ccc47c7bb2cc6ebd2eced143","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ccc47c7bb2cc6ebd2eced143","label":"source","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/source","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/source","source_id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a56b27fb28bf632e26dc3614:aoa:abyss-stack:anchor:d9d09379b9055e0de7a2cb57","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d9d09379b9055e0de7a2cb57","label":"Format","locator":{"end_column":9,"end_line":14,"fragment":"format","pointer":"","start_column":1,"start_line":14},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:format","source_id":"aoa:abyss-stack:artifact:a56b27fb28bf632e26dc3614","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:26e733809e1aed1a8ab7824a","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:26e733809e1aed1a8ab7824a","label":"boundary","locator":{"end_column":13,"end_line":24,"fragment":"","pointer":"/complexity_basis/boundary","start_column":3,"start_line":24},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/complexity_basis/boundary","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5:aoa:abyss-stack:anchor:d4035775463348cbd2d9aedc","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d4035775463348cbd2d9aedc","label":"performance","locator":{"end_column":12,"end_line":7,"fragment":"","pointer":"/performance","start_column":1,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/performance","source_id":"aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/9e.jsonl b/kag/indexes/shards/anchor/9e.jsonl
index ff1e2d2180..1d29a6979a 100644
--- a/kag/indexes/shards/anchor/9e.jsonl
+++ b/kag/indexes/shards/anchor/9e.jsonl
@@ -34,6 +34,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:37a94c1605e46e298eb9acda:aoa:abyss-stack:anchor:d756ab7e66678d4832718f93","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d756ab7e66678d4832718f93","label":"_unused_call_next","locator":{"end_column":30,"end_line":58,"fragment":"","pointer":"","start_column":1,"start_line":57},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_unused_call_next","target_ref":"python:AssertionError"}],"parser_ref":"python-ast@1","qualified_name":"_unused_call_next","semantic_key":"python:function:_unused_call_next","source_id":"aoa:abyss-stack:artifact:37a94c1605e46e298eb9acda","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9:aoa:abyss-stack:anchor:598818e04bd4accd96631b2d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:598818e04bd4accd96631b2d","label":"test_cli_transport_preflight_reports_schema","locator":{"end_column":36,"end_line":69,"fragment":"","pointer":"","start_column":1,"start_line":51},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_transport_preflight_reports_schema","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_transport_preflight_reports_schema","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_transport_preflight_reports_schema","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"test_cli_transport_preflight_reports_schema","semantic_key":"python:function:test_cli_transport_preflight_reports_schema","source_id":"aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:390630c03798b24e2d99ac78:aoa:abyss-stack:anchor:f35a33fb6148f4e6e71f3c14","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f35a33fb6148f4e6e71f3c14","label":"Federation Landing Validator Split","locator":{"end_column":36,"end_line":1,"fragment":"federation-landing-validator-split","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:federation-landing-validator-split","source_id":"aoa:abyss-stack:artifact:390630c03798b24e2d99ac78","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:3e577d548e95db372813e2a1:aoa:abyss-stack:anchor:a657b1d8dfa49c0f0504eaff","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a657b1d8dfa49c0f0504eaff","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:4162ae04a17e6f7260173ebf:aoa:abyss-stack:anchor:bfc71f9d298acd328ee19ba7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bfc71f9d298acd328ee19ba7","label":"_wait_for_signal_or_timeout","locator":{"end_column":36,"end_line":979,"fragment":"","pointer":"","start_column":1,"start_line":976},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_for_signal_or_timeout","target_ref":"python:_drain_signal_pipe"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_wait_for_signal_or_timeout","target_ref":"python:select.select"}],"parser_ref":"python-ast@1","qualified_name":"_wait_for_signal_or_timeout","semantic_key":"python:function:_wait_for_signal_or_timeout","source_id":"aoa:abyss-stack:artifact:4162ae04a17e6f7260173ebf","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:419b5835c75c91e244c1570f:aoa:abyss-stack:anchor:2bf2d3caa92ce6a93b823382","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2bf2d3caa92ce6a93b823382","label":"subprocess_adapter","locator":{"end_column":10,"end_line":1479,"fragment":"","pointer":"","start_column":5,"start_line":1458},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:Harness.subprocess_adapter","target_ref":"python:AbyssStackRuntimeAdapter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:Harness.subprocess_adapter","target_ref":"python:AbyssStackSubprocessTransport"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:Harness.subprocess_adapter","target_ref":"python:Path"}],"parser_ref":"python-ast@1","qualified_name":"Harness.subprocess_adapter","semantic_key":"python:method:Harness.subprocess_adapter","source_id":"aoa:abyss-stack:artifact:419b5835c75c91e244c1570f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:437899381fab418dd831f661:aoa:abyss-stack:anchor:9737e053b19dadd6590ed395","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9737e053b19dadd6590ed395","label":"_rpm_metadata","locator":{"end_column":6,"end_line":114,"fragment":"","pointer":"","start_column":1,"start_line":73},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:TesseractRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:TesseractRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:TesseractRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:completed.stderr.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:completed.stdout.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rpm_metadata","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"_rpm_metadata","semantic_key":"python:function:_rpm_metadata","source_id":"aoa:abyss-stack:artifact:437899381fab418dd831f661","symbol_kind":"function"}
@@ -77,6 +78,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9474485b910fe51774c07f50:aoa:abyss-stack:anchor:c431e02dba0af158e95373b8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c431e02dba0af158e95373b8","label":"test_default_test_inventory_has_no_legacy_paths","locator":{"end_column":30,"end_line":88,"fragment":"","pointer":"","start_column":1,"start_line":79},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_default_test_inventory_has_no_legacy_paths","target_ref":"python:load_inventory"}],"parser_ref":"python-ast@1","qualified_name":"test_default_test_inventory_has_no_legacy_paths","semantic_key":"python:function:test_default_test_inventory_has_no_legacy_paths","source_id":"aoa:abyss-stack:artifact:9474485b910fe51774c07f50","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:724c6802bf7611f7056965b0","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:724c6802bf7611f7056965b0","label":"mem_reservation","locator":{"end_column":25,"end_line":26,"fragment":"","pointer":"/services/llama-cpp/mem_reservation","start_column":5,"start_line":26},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/mem_reservation","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:40b2583d53a7e3d705169a8b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:40b2583d53a7e3d705169a8b","label":"_atomic_private_json","locator":{"end_column":42,"end_line":105,"fragment":"","pointer":"","start_column":1,"start_line":104},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_private_json","target_ref":"python:_atomic_json"}],"parser_ref":"python-ast@1","qualified_name":"_atomic_private_json","semantic_key":"python:function:_atomic_private_json","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:ad04ce4f677044caf60cf3f0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ad04ce4f677044caf60cf3f0","label":"_historical_trust_record_directory","locator":{"end_column":81,"end_line":5822,"fragment":"","pointer":"","start_column":5,"start_line":5819},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_record_directory","target_ref":"python:_is_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_record_directory","target_ref":"python:source_epoch.removeprefix"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._historical_trust_record_directory","semantic_key":"python:method:LiveCodeIntelligenceRuntime._historical_trust_record_directory","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab5d0f048eef7c71583e29f4:aoa:abyss-stack:anchor:d1ab342d78ff2b5183b0c958","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d1ab342d78ff2b5183b0c958","label":"repo","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/repo","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/repo","source_id":"aoa:abyss-stack:artifact:ab5d0f048eef7c71583e29f4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:59d2a94be5a02ffdede295ce","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:59d2a94be5a02ffdede295ce","label":"ABYSS-STACK-D-0083 Tree of Sophia Foundation Laboratory Boundary","locator":{"end_column":141,"end_line":493,"fragment":"","pointer":"","start_column":3,"start_line":493},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:inference-pilot","target_ref":"../ABYSS-STACK-D-0083-tree-of-sophia-foundation-laboratory-boundary.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:493:3:0:../ABYSS-STACK-D-0083-tree-of-sophia-foundation-laboratory-boundary.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ae992425c94edc6e55190069:aoa:abyss-stack:anchor:072003e6edf09894c43e239a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:072003e6edf09894c43e239a","label":"run","locator":{"end_column":51,"end_line":175,"fragment":"","pointer":"","start_column":5,"start_line":162},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:super"}],"parser_ref":"python-ast@1","qualified_name":"AbyssMCPServer.run","semantic_key":"python:method:AbyssMCPServer.run","source_id":"aoa:abyss-stack:artifact:ae992425c94edc6e55190069","symbol_kind":"method"}
@@ -98,6 +100,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:e4f98631d57f5e2350f4e9c7:aoa:abyss-stack:anchor:356b8caa7e75091a187e5587","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:356b8caa7e75091a187e5587","label":"build_port_index","locator":{"end_column":22,"end_line":2079,"fragment":"","pointer":"","start_column":5,"start_line":2043},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:_render_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:_require_candidate_write_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:index_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:index_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:index_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:markdown_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:markdown_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:markdown_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:self._build_port_index_for_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:self._render_port_index_markdown"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:self.repo_route"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAMemoMCPState.build_port_index","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"AoAMemoMCPState.build_port_index","semantic_key":"python:method:AoAMemoMCPState.build_port_index","source_id":"aoa:abyss-stack:artifact:e4f98631d57f5e2350f4e9c7","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e8412bc32d6a311d7760e2a1:aoa:abyss-stack:anchor:9761663800310d47fc176b55","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9761663800310d47fc176b55","label":"build_parser","locator":{"end_column":18,"end_line":506,"fragment":"","pointer":"","start_column":1,"start_line":488},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:parser.add_argument"}],"parser_ref":"python-ast@1","qualified_name":"build_parser","semantic_key":"python:function:build_parser","source_id":"aoa:abyss-stack:artifact:e8412bc32d6a311d7760e2a1","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e8412bc32d6a311d7760e2a1:aoa:abyss-stack:anchor:a495c313b61637b166cb5f13","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a495c313b61637b166cb5f13","label":"scheduler_plan","locator":{"end_column":6,"end_line":178,"fragment":"","pointer":"","start_column":1,"start_line":151},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"scheduler_plan","semantic_key":"python:function:scheduler_plan","source_id":"aoa:abyss-stack:artifact:e8412bc32d6a311d7760e2a1","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f:aoa:abyss-stack:anchor:32c7b015727cf0f4084d5747","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:32c7b015727cf0f4084d5747","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:f31b6eba970b7ee60f008e52:aoa:abyss-stack:anchor:15f24f7f05fc4ad12876cfa9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:15f24f7f05fc4ad12876cfa9","label":"evaluate","locator":{"end_column":6,"end_line":515,"fragment":"","pointer":"","start_column":1,"start_line":249},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:THRESHOLD_MAXIMUMS.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:THRESHOLD_MINIMUMS.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:canonical_owner_names"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:canonical_quality"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:case_score"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:case_score"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:case_score"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:case_score"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:case_score"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:case_score"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:case_score"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:case_score"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:case_score"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:case_score"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:chain_completeness.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:defaultdict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:exact_search"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:exact_targets"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:filter_search"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:graph_search"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:graph_targets"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:graph_text_baseline.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:lexical_search"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:lexical_search"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:lexical_search"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:lexical_targets"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:min"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:qdrant_collection"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:reciprocal_rank_fusion"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:reciprocal_rank_fusion"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:reciprocal_rank_fusion"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:routes.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:semantic_targets"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:statistics.fmean"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:summaries.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:summarize"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:threshold_results.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:threshold_results.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:vector_search"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:vector_search"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:evaluate","target_ref":"python:vector_search"}],"parser_ref":"python-ast@1","qualified_name":"evaluate","semantic_key":"python:function:evaluate","source_id":"aoa:abyss-stack:artifact:f31b6eba970b7ee60f008e52","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:f5c4d7daaa88dbf63e34f088:aoa:abyss-stack:anchor:62cc643a333ffcdb220b167a","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:62cc643a333ffcdb220b167a","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:f5c4d7daaa88dbf63e34f088","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:f680046f8f95db1ab63de6b2:aoa:abyss-stack:anchor:30730d566e354f5d48b8649b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:30730d566e354f5d48b8649b","label":"abiLocation","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/abiLocation","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"abiLocation","semantic_key":"json:/$defs/abiLocation","source_id":"aoa:abyss-stack:artifact:f680046f8f95db1ab63de6b2","symbol_kind":"schema_definition"}
diff --git a/kag/indexes/shards/anchor/9f.jsonl b/kag/indexes/shards/anchor/9f.jsonl
index 819382b80b..1faa7465e3 100644
--- a/kag/indexes/shards/anchor/9f.jsonl
+++ b/kag/indexes/shards/anchor/9f.jsonl
@@ -26,11 +26,14 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2:aoa:abyss-stack:anchor:6f6594be9e52f8384f40e2b0","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:6f6594be9e52f8384f40e2b0","label":"max_long_reload_segments","locator":{"end_column":31,"end_line":55,"fragment":"","pointer":"/profile_class_rules/1/max_long_reload_segments","start_column":5,"start_line":55},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/profile_class_rules/1/max_long_reload_segments","source_id":"aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5b05251be156ce47b7fa4743:aoa:abyss-stack:anchor:100487e849c169e10c5003d5","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:100487e849c169e10c5003d5","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:5b05251be156ce47b7fa4743","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:4e4925e95c07b82ef76d4bfa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4e4925e95c07b82ef76d4bfa","label":"_bounded_payload","locator":{"end_column":23,"end_line":1845,"fragment":"","pointer":"","start_column":5,"start_line":1831},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._bounded_payload","target_ref":"python:_content_inspection"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._bounded_payload","target_ref":"python:cls._bounded_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._bounded_payload","target_ref":"python:cls._bounded_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._bounded_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._bounded_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._bounded_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._bounded_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._bounded_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._bounded_payload","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._bounded_payload","target_ref":"python:value.items"}],"parser_ref":"python-ast@1","qualified_name":"KagApplication._bounded_payload","semantic_key":"python:method:KagApplication._bounded_payload","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:56f8c3fb04aa08f9e1c9b2c8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:56f8c3fb04aa08f9e1c9b2c8","label":"test_lsp_response_header_line_is_bounded","locator":{"end_column":36,"end_line":1540,"fragment":"","pointer":"","start_column":5,"start_line":1516},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:BytesIO"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:session._read_message"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_response_header_line_is_bounded","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66efc95799bd11effc920374:aoa:abyss-stack:anchor:912af714028d9b154beebe32","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:912af714028d9b154beebe32","label":"main","locator":{"end_column":13,"end_line":332,"fragment":"","pointer":"","start_column":1,"start_line":305},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:RuntimeTargetCatalog.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_safe_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_safe_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_safe_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_runtime_overlay"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:publish_private_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:66efc95799bd11effc920374","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:04ffdf4d838bdb308fbe56d6","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:04ffdf4d838bdb308fbe56d6","label":"write_scope","locator":{"end_column":23,"end_line":19,"fragment":"","pointer":"/write_scope","start_column":1,"start_line":19},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/write_scope","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:378370ed0db57e4a8480c2a0","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:378370ed0db57e4a8480c2a0","label":"healthcheck","locator":{"end_column":16,"end_line":45,"fragment":"","pointer":"/services/babelvox-tts/healthcheck","start_column":5,"start_line":45},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/healthcheck","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:725cf2fe75d22fb4390df781","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:725cf2fe75d22fb4390df781","label":"file_binding","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/file_binding","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"file_binding","semantic_key":"json:/$defs/file_binding","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a77e9d27858561299e03376:aoa:abyss-stack:anchor:dfec132f9bdfb5eb02ace431","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:dfec132f9bdfb5eb02ace431","label":"verdict","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/verdict","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/verdict","source_id":"aoa:abyss-stack:artifact:6a77e9d27858561299e03376","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b:aoa:abyss-stack:anchor:4083d763408441179c75174c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4083d763408441179c75174c","label":"observation","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/observation","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"observation","semantic_key":"json:/$defs/observation","source_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:ec2b8fa8e5cc5ccc6b29edcd","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ec2b8fa8e5cc5ccc6b29edcd","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324:aoa:abyss-stack:anchor:4803b99fb5761a9aa0584689","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4803b99fb5761a9aa0584689","label":"Runtime Chaos Wave 1","locator":{"end_column":22,"end_line":1,"fragment":"runtime-chaos-wave-1","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-chaos-wave-1","source_id":"aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:1689c6b4464c2ec9c03e3655","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1689c6b4464c2ec9c03e3655","label":"fail_dispatch_marker","locator":{"end_column":41,"end_line":1015,"fragment":"","pointer":"","start_column":5,"start_line":1008},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reserves_ambiguous_dispatch_before_send.fail_dispatch_marker","target_ref":"python:MODULE.ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reserves_ambiguous_dispatch_before_send.fail_dispatch_marker","target_ref":"python:replace_impl"}],"parser_ref":"python-ast@1","qualified_name":"test_run_pause_reserves_ambiguous_dispatch_before_send.fail_dispatch_marker","semantic_key":"python:method:test_run_pause_reserves_ambiguous_dispatch_before_send.fail_dispatch_marker","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:7d34ffbff025c9617fa0e844","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7d34ffbff025c9617fa0e844","label":"_captured_source_bytes","locator":{"end_column":23,"end_line":3012,"fragment":"","pointer":"","start_column":5,"start_line":3005},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._captured_source_bytes","target_ref":"python:AgentOSBridgeError"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._captured_source_bytes","semantic_key":"python:method:AgentOSRuntimeBridge._captured_source_bytes","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
@@ -52,6 +55,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:e0d39648db04b2d207c7cde9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e0d39648db04b2d207c7cde9","label":"_candidate_protocol_for_session","locator":{"end_column":6,"end_line":814,"fragment":"","pointer":"","start_column":1,"start_line":795},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_candidate_protocol_for_session","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_candidate_protocol_for_session","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_candidate_protocol_for_session","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_candidate_protocol_for_session","target_ref":"python:autosave.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_candidate_protocol_for_session","target_ref":"python:autosave_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_candidate_protocol_for_session","target_ref":"python:autosave_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_candidate_protocol_for_session","target_ref":"python:session.get"}],"parser_ref":"python-ast@1","qualified_name":"_candidate_protocol_for_session","semantic_key":"python:function:_candidate_protocol_for_session","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5:aoa:abyss-stack:anchor:a4826f4116303d157fd820d9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a4826f4116303d157fd820d9","label":"_inputs","locator":{"end_column":6,"end_line":219,"fragment":"","pointer":"","start_column":1,"start_line":44},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:NOW.isoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:NOW.isoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:NOW.isoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:NOW.isoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_axis"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_file_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_file_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_file_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:_write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:observation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:packet_path.absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:record_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:subject"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:timedelta"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:timedelta"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:timedelta"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:timedelta"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_inputs","target_ref":"python:timedelta"}],"parser_ref":"python-ast@1","qualified_name":"_inputs","semantic_key":"python:function:_inputs","source_id":"aoa:abyss-stack:artifact:9a71a2f559da1fd929a400b5","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:210623b54499df146e159159","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:210623b54499df146e159159","label":"_tree_record","locator":{"end_column":59,"end_line":148,"fragment":"","pointer":"","start_column":1,"start_line":141},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tree_record","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tree_record","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tree_record","target_ref":"python:_file_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tree_record","target_ref":"python:_resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tree_record","target_ref":"python:files.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tree_record","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_tree_record","target_ref":"python:path.is_symlink"}],"parser_ref":"python-ast@1","qualified_name":"_tree_record","semantic_key":"python:function:_tree_record","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:964cb12246d2e8e58444c051","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:964cb12246d2e8e58444c051","label":"_preferred_state","locator":{"end_column":26,"end_line":6351,"fragment":"","pointer":"","start_column":5,"start_line":6338},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._preferred_state","target_ref":"python:current.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._preferred_state","target_ref":"python:last_good.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._preferred_state","target_ref":"python:self._state_identity_matches_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._preferred_state","target_ref":"python:self._state_identity_matches_config"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._preferred_state","semantic_key":"python:method:LiveCodeIntelligenceRuntime._preferred_state","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a32fa5977f31c0c97d4e6355:aoa:abyss-stack:anchor:dd48578738296b437bfd995e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:dd48578738296b437bfd995e","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:a32fa5977f31c0c97d4e6355","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4f63a9ff369f26353fb998c:aoa:abyss-stack:anchor:23d915457bffcfa4c80fb689","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:23d915457bffcfa4c80fb689","label":"Agon Runtime Direction","locator":{"end_column":24,"end_line":1,"fragment":"agon-runtime-direction","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:agon-runtime-direction","source_id":"aoa:abyss-stack:artifact:a4f63a9ff369f26353fb998c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4f63a9ff369f26353fb998c:aoa:abyss-stack:anchor:e0d1cac2d6d1128f737e7e4c","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:e0d1cac2d6d1128f737e7e4c","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a4f63a9ff369f26353fb998c","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/a0.jsonl b/kag/indexes/shards/anchor/a0.jsonl
index b00b296837..7b7dcdb732 100644
--- a/kag/indexes/shards/anchor/a0.jsonl
+++ b/kag/indexes/shards/anchor/a0.jsonl
@@ -1,7 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:002dd1b5b9fd652d7856b76b:aoa:abyss-stack:anchor:0a8ea73105131fc9e95c0e34","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0a8ea73105131fc9e95c0e34","label":"run_all_machine_fit_validators","locator":{"end_column":18,"end_line":61,"fragment":"","pointer":"","start_column":1,"start_line":55},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_all_machine_fit_validators","target_ref":"python:machine_fit.validate_machine_bridge"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_all_machine_fit_validators","target_ref":"python:machine_fit.validate_machine_integration_freshness_gates"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_all_machine_fit_validators","target_ref":"python:machine_fit.validate_platform_adaptations"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_all_machine_fit_validators","target_ref":"python:machine_fit.validate_reference_platform"}],"parser_ref":"python-ast@1","qualified_name":"run_all_machine_fit_validators","semantic_key":"python:function:run_all_machine_fit_validators","source_id":"aoa:abyss-stack:artifact:002dd1b5b9fd652d7856b76b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:3d5035d432abf90a74361140","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:3d5035d432abf90a74361140","label":"ABYSS-STACK-D-0129 Canonical External Actor Return Leaf","locator":{"end_column":157,"end_line":135,"fragment":"","pointer":"","start_column":37,"start_line":135},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0129-canonical-external-actor-return-leaf.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:135:37:0:../ABYSS-STACK-D-0129-canonical-external-actor-return-leaf.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:5fa8b3910149c2e2276f136f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5fa8b3910149c2e2276f136f","label":"write_wave_surfaces","locator":{"end_column":6,"end_line":1352,"fragment":"","pointer":"","start_column":1,"start_line":1136},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:AOA_SDK_ROOT.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:build_report.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:build_report.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:coerce_subprocess_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:coerce_subprocess_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:enqueue_report.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:enqueue_report.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:index_payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:publish_runtime_trial_closeout_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:publish_runtime_trial_closeout_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:publish_runtime_trial_closeout_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:publish_runtime_trial_closeout_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:publish_runtime_trial_closeout_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:publish_runtime_trial_closeout_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:publish_runtime_trial_closeout_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:render_wave_index_md"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:shutil.which"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:submit_payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:submit_payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:submit_payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:wave_closeout_base_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:wave_closeout_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:wave_closeout_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:wave_closeout_session_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:wave_closeout_session_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:wave_index_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_wave_surfaces","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"write_wave_surfaces","semantic_key":"python:function:write_wave_surfaces","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:8d38cfda39229c73c40fca56","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8d38cfda39229c73c40fca56","label":"Added","locator":{"end_column":9,"end_line":1603,"fragment":"added-5","pointer":"","start_column":1,"start_line":1603},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:added-5","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:8d38cfda39229c73c40fca56","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8d38cfda39229c73c40fca56","label":"Added","locator":{"end_column":9,"end_line":1607,"fragment":"added-5","pointer":"","start_column":1,"start_line":1607},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:added-5","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0761a298a5b445051bca01e1:aoa:abyss-stack:anchor:daa71dddaa3a918325fc76c9","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:daa71dddaa3a918325fc76c9","label":"spec_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/spec_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/spec_version","source_id":"aoa:abyss-stack:artifact:0761a298a5b445051bca01e1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f:aoa:abyss-stack:anchor:93ed2df21b82e0dd496ac564","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:93ed2df21b82e0dd496ac564","label":"_split_ref","locator":{"end_column":28,"end_line":641,"fragment":"","pointer":"","start_column":1,"start_line":637},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_split_ref","target_ref":"python:NestedEvidenceNamespaceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_split_ref","target_ref":"python:value.removeprefix"}],"parser_ref":"python-ast@1","qualified_name":"_split_ref","semantic_key":"python:function:_split_ref","source_id":"aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36:aoa:abyss-stack:anchor:962034cdb32bb83b4b72ed84","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:962034cdb32bb83b4b72ed84","label":"_load_json","locator":{"end_column":19,"end_line":92,"fragment":"","pointer":"","start_column":1,"start_line":85},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:NativeStructureError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:NativeStructureError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"_load_json","semantic_key":"python:function:_load_json","source_id":"aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36","symbol_kind":"function"}
@@ -32,6 +32,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:7d2c80e39930201f8009dded","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7d2c80e39930201f8009dded","label":"search_owner","locator":{"end_column":35,"end_line":90,"fragment":"","pointer":"","start_column":5,"start_line":77},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"CanonicalKag.search_owner","semantic_key":"python:method:CanonicalKag.search_owner","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:caa92c5d18a083d4d5378f25","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:caa92c5d18a083d4d5378f25","label":"_hybrid","locator":{"end_column":10,"end_line":1109,"fragment":"","pointer":"","start_column":5,"start_line":1079},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:defaultdict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:defaultdict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:hit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:hit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:hit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:seen.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._hybrid","target_ref":"python:values.setdefault"}],"parser_ref":"python-ast@1","qualified_name":"KagApplication._hybrid","semantic_key":"python:method:KagApplication._hybrid","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:637e59c7cf8f0dbec905f69e:aoa:abyss-stack:anchor:85c43115dd5b68561fe9e473","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:85c43115dd5b68561fe9e473","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:637e59c7cf8f0dbec905f69e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:0e57eeb84caf84091821e107","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0e57eeb84caf84091821e107","label":"test_config_digest_tracks_state_route_and_owner_boundaries","locator":{"end_column":84,"end_line":1739,"fragment":"","pointer":"","start_column":5,"start_line":1702},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:boundary_config_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:config_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","target_ref":"python:state_config_path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_config_digest_tracks_state_route_and_owner_boundaries","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:73293bd218d1dd22ac4b8fcb:aoa:abyss-stack:anchor:afdaf604bfc1c7b708ed478e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:afdaf604bfc1c7b708ed478e","label":"receiver","locator":{"end_column":21,"end_line":2,"fragment":"","pointer":"/route/receiver","start_column":3,"start_line":2},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/route/receiver","source_id":"aoa:abyss-stack:artifact:73293bd218d1dd22ac4b8fcb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:78a0cff001c8d2886ee0d3fa:aoa:abyss-stack:anchor:afa437abfdb6153a179ec557","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:afa437abfdb6153a179ec557","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:78a0cff001c8d2886ee0d3fa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:78e193471c44b753454c0096:aoa:abyss-stack:anchor:1a6bb694e22e347249c12300","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1a6bb694e22e347249c12300","label":"notes","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/notes","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/notes","source_id":"aoa:abyss-stack:artifact:78e193471c44b753454c0096","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/a1.jsonl b/kag/indexes/shards/anchor/a1.jsonl
index 37d4359563..7f82f23114 100644
--- a/kag/indexes/shards/anchor/a1.jsonl
+++ b/kag/indexes/shards/anchor/a1.jsonl
@@ -55,6 +55,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:6643eef8113d4a9d537a4b63","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6643eef8113d4a9d537a4b63","label":"runtime_evidence_schema_resource","locator":{"end_column":14,"end_line":517,"fragment":"","pointer":"","start_column":9,"start_line":512},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.runtime_evidence_schema_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.runtime_evidence_schema_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.runtime_evidence_schema_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.runtime_evidence_schema_resource","semantic_key":"python:method:build_server.runtime_evidence_schema_resource","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:93e8f05871f044eb8e40d57c:aoa:abyss-stack:anchor:2da868553fbdc3fb237f7be7","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2da868553fbdc3fb237f7be7","label":"Logs And Status","locator":{"end_column":17,"end_line":1,"fragment":"logs-and-status","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:logs-and-status","source_id":"aoa:abyss-stack:artifact:93e8f05871f044eb8e40d57c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:099f17b393edd62586a0535b","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:099f17b393edd62586a0535b","label":"LLAMA_ARG_JINJA","locator":{"end_column":26,"end_line":53,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_JINJA","start_column":7,"start_line":53},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_JINJA","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:abb5b5e47a65f576c694bd0b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:abb5b5e47a65f576c694bd0b","label":"_directory_file_manifest","locator":{"end_column":34,"end_line":342,"fragment":"","pointer":"","start_column":1,"start_line":289},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest","target_ref":"python:root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest","target_ref":"python:root_input.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_directory_file_manifest","target_ref":"python:visit"}],"parser_ref":"python-ast@1","qualified_name":"_directory_file_manifest","semantic_key":"python:function:_directory_file_manifest","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:b4387e332d5e1b42fb2c7cc3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b4387e332d5e1b42fb2c7cc3","label":"_state_pointer","locator":{"end_column":10,"end_line":6707,"fragment":"","pointer":"","start_column":5,"start_line":6684},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_pointer","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_pointer","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_pointer","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_pointer","target_ref":"python:self._state_identity_matches_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_pointer","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_pointer","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_pointer","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_pointer","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._state_pointer","semantic_key":"python:method:LiveCodeIntelligenceRuntime._state_pointer","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa:aoa:abyss-stack:anchor:d458dd7a4636a96e7b444dda","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d458dd7a4636a96e7b444dda","label":"Stronger owner split","locator":{"end_column":24,"end_line":23,"fragment":"stronger-owner-split","pointer":"","start_column":1,"start_line":23},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:stronger-owner-split","source_id":"aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32:aoa:abyss-stack:anchor:8b62b63e13671cb4abc04be4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8b62b63e13671cb4abc04be4","label":"PhilosophyUnresolvedResponse","locator":{"end_column":48,"end_line":163,"fragment":"","pointer":"","start_column":1,"start_line":158},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"PhilosophyUnresolvedResponse","semantic_key":"python:class:PhilosophyUnresolvedResponse","source_id":"aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab93c89556a12defe26957ed:aoa:abyss-stack:anchor:da73b4ff0a0d99c51eb17102","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:da73b4ff0a0d99c51eb17102","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:ab93c89556a12defe26957ed","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/a3.jsonl b/kag/indexes/shards/anchor/a3.jsonl
index de0825097f..30bc0acc70 100644
--- a/kag/indexes/shards/anchor/a3.jsonl
+++ b/kag/indexes/shards/anchor/a3.jsonl
@@ -40,6 +40,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:6647dbaef733c694dc5a6526:aoa:abyss-stack:anchor:366bba55d8af95ae95a5040a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:366bba55d8af95ae95a5040a","label":"Source surfaces","locator":{"end_column":18,"end_line":67,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":67},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:6647dbaef733c694dc5a6526","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:a8f35feb1966061e09103fcf","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:a8f35feb1966061e09103fcf","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:67fe99d76a6342f974c26385:aoa:abyss-stack:anchor:ae69b05a3e6cadb112df40af","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ae69b05a3e6cadb112df40af","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:67fe99d76a6342f974c26385","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:c3550a5da3fa28cbbc1e592c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c3550a5da3fa28cbbc1e592c","label":"validation_claims","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/validation_claims","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/validation_claims","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f9267f0ffa5e1f1d9dd3621:aoa:abyss-stack:anchor:900b09040d7e71bc82ca72c0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:900b09040d7e71bc82ca72c0","label":"Validation","locator":{"end_column":13,"end_line":32,"fragment":"validation","pointer":"","start_column":1,"start_line":32},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation","source_id":"aoa:abyss-stack:artifact:6f9267f0ffa5e1f1d9dd3621","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:740b3474a20b8339beddcbfb:aoa:abyss-stack:anchor:3fef7da6e5df29a251644307","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3fef7da6e5df29a251644307","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:740b3474a20b8339beddcbfb","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7b97804d90d12ebc39459ced:aoa:abyss-stack:anchor:ad62f6e3a0da6de737a1c41f","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:ad62f6e3a0da6de737a1c41f","label":"theme_ref","locator":{"end_column":13,"end_line":8,"fragment":"","pointer":"/theme_ref","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/theme_ref","source_id":"aoa:abyss-stack:artifact:7b97804d90d12ebc39459ced","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/a5.jsonl b/kag/indexes/shards/anchor/a5.jsonl
index 4065190d82..b9b6f01119 100644
--- a/kag/indexes/shards/anchor/a5.jsonl
+++ b/kag/indexes/shards/anchor/a5.jsonl
@@ -50,6 +50,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:399d5f376e9eee07a6169c2c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:399d5f376e9eee07a6169c2c","label":"search","locator":{"end_column":10,"end_line":1625,"fragment":"","pointer":"","start_column":5,"start_line":1258},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:_decode_cursor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:_encode_cursor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:_request_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:_resource_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:_resource_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:degradation.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:degradation.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:degradation.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:degradation.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:degradation.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:degradation.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:degradation.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:degradation.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:degradation.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:degradation.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:dict.fromkeys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:freshness.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:hit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:hit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:hit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:normalized.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:normalized.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:query.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:routes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:routes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:routes.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:routes.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:routes.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:routes.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:routes.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:routes.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:seen_degradation.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._auto_strategy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._canonical_hits"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._canonical_hits"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._distribution_degradation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._hybrid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._normalize_hit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._owner_freshness"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._owner_freshness"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._projection"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._record_owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._runtime_hits"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._runtime_hits"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._runtime_hits"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._runtime_hits"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._runtime_hits"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self._trace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:self.traverse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication.search","target_ref":"python:type"}],"parser_ref":"python-ast@1","qualified_name":"KagApplication.search","semantic_key":"python:method:KagApplication.search","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:e5b78d83f4c6c277ced2b604","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e5b78d83f4c6c277ced2b604","label":"_exact","locator":{"end_column":31,"end_line":297,"fragment":"","pointer":"","start_column":5,"start_line":279},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._exact","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._exact","target_ref":"python:connection.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._exact","target_ref":"python:connection.set_progress_handler"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._exact","target_ref":"python:quote"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._exact","target_ref":"python:self.config.sqlite_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._exact","target_ref":"python:self.config.sqlite_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._exact","target_ref":"python:sqlite3.connect"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._exact","target_ref":"python:time.monotonic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._exact","target_ref":"python:time.monotonic"}],"parser_ref":"python-ast@1","qualified_name":"KagApplication._exact","semantic_key":"python:method:KagApplication._exact","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:87743cb402799deb23264821","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:87743cb402799deb23264821","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:6b799291f897282ab139b3dc","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:6b799291f897282ab139b3dc","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b:aoa:abyss-stack:anchor:43a87b03f4e975ccff35a4fc","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:43a87b03f4e975ccff35a4fc","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d9ed045df0fa5b419599600:aoa:abyss-stack:anchor:6f51b924af92fb1dd517b217","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6f51b924af92fb1dd517b217","label":"Applies to","locator":{"end_column":13,"end_line":3,"fragment":"applies-to","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:applies-to","source_id":"aoa:abyss-stack:artifact:6d9ed045df0fa5b419599600","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6da22a26e38ccaa11132fc55:aoa:abyss-stack:anchor:c3ee0df946390bcb50412c5b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c3ee0df946390bcb50412c5b","label":"Sync Parity Validator Module","locator":{"end_column":30,"end_line":1,"fragment":"sync-parity-validator-module","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:sync-parity-validator-module","source_id":"aoa:abyss-stack:artifact:6da22a26e38ccaa11132fc55","symbol_kind":""}
@@ -72,6 +73,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:97dfb9d6fa1ec33c7efdc33e:aoa:abyss-stack:anchor:fba15c45266295d1256e4814","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:fba15c45266295d1256e4814","label":"Rationale","locator":{"end_column":12,"end_line":61,"fragment":"rationale","pointer":"","start_column":1,"start_line":61},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:97dfb9d6fa1ec33c7efdc33e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:d2fa2bfd7e672039914366b8","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d2fa2bfd7e672039914366b8","label":"LC_OPENAI_LITERAL_COMPLETIONS","locator":{"end_column":44,"end_line":65,"fragment":"","pointer":"/services/langchain-api/environment/LC_OPENAI_LITERAL_COMPLETIONS","start_column":7,"start_line":65},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/environment/LC_OPENAI_LITERAL_COMPLETIONS","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb:aoa:abyss-stack:anchor:8616ce416f4d622f8dc1901d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8616ce416f4d622f8dc1901d","label":"test_unix_transport_sends_real_http_request","locator":{"end_column":86,"end_line":112,"fragment":"","pointer":"","start_column":5,"start_line":92},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:load_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:module._unix_post_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:server.server_close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:socketserver.UnixStreamServer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:thread.join"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:thread.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","target_ref":"python:threading.Thread"}],"parser_ref":"python-ast@1","qualified_name":"OvmsLifecycleTests.test_unix_transport_sends_real_http_request","semantic_key":"python:method:OvmsLifecycleTests.test_unix_transport_sends_real_http_request","source_id":"aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:b07224f0a8421bbf35b0d23c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b07224f0a8421bbf35b0d23c","label":"_persisted_state_is_well_formed","locator":{"end_column":20,"end_line":5796,"fragment":"","pointer":"","start_column":5,"start_line":5513},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:_canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:_is_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:_is_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:_is_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:diagnostic.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:diagnostic.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:diagnostic_records.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:fallback.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:fallback.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:files.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:files.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:invalidation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:path_list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:path_list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:path_list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:path_list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:path_list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:path_list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:path_list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:self._observation_is_well_formed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:self._persisted_invalidation_matches_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:self._persisted_machine_binding_is_well_formed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:self._persisted_observations_match_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:self._source_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:universe.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:universe.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","target_ref":"python:universe.get"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","semantic_key":"python:method:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:06227bdca4cb57f8f2c6bd1c","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:06227bdca4cb57f8f2c6bd1c","label":"qdrant","locator":{"end_column":9,"end_line":19,"fragment":"","pointer":"/services/qdrant","start_column":3,"start_line":19},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/qdrant","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4fe577d98aba3921f97916d:aoa:abyss-stack:anchor:fc18e963cc4e0a65e86e2d81","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:fc18e963cc4e0a65e86e2d81","label":"Current Surfaces","locator":{"end_column":19,"end_line":7,"fragment":"current-surfaces","pointer":"","start_column":1,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:current-surfaces","source_id":"aoa:abyss-stack:artifact:a4fe577d98aba3921f97916d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:59c9dced69a1f561f35503ec","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:59c9dced69a1f561f35503ec","label":"ABYSS-STACK-D-0080 Diagnostic Skill Owner Home","locator":{"end_column":105,"end_line":799,"fragment":"","pointer":"","start_column":3,"start_line":799},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:sourcederived-boundary","target_ref":"../ABYSS-STACK-D-0080-diagnostic-skill-owner-home.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:799:3:0:../ABYSS-STACK-D-0080-diagnostic-skill-owner-home.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/a6.jsonl b/kag/indexes/shards/anchor/a6.jsonl
index ad159e046f..fb21d025ca 100644
--- a/kag/indexes/shards/anchor/a6.jsonl
+++ b/kag/indexes/shards/anchor/a6.jsonl
@@ -63,6 +63,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:632513c18e64169c1d6b50e7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:632513c18e64169c1d6b50e7","label":"await_plan_freeze","locator":{"end_column":117,"end_line":2734,"fragment":"","pointer":"","start_column":5,"start_line":2732},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.await_plan_freeze","target_ref":"python:milestone_gate"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.await_plan_freeze","semantic_key":"python:method:build_graph.await_plan_freeze","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:def90164536f1ee4262e6c8e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:def90164536f1ee4262e6c8e","label":"\"600\"","locator":{"end_column":13,"end_line":11,"fragment":"","pointer":"/services/llama-cpp/command/1","start_column":7,"start_line":11},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/command/1","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:3cf628e8bcab819fa05b0a8e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3cf628e8bcab819fa05b0a8e","label":"_require_string","locator":{"end_column":17,"end_line":249,"fragment":"","pointer":"","start_column":1,"start_line":242},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_string","target_ref":"python:EphemeralWorkerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_string","target_ref":"python:EphemeralWorkerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_string","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_string","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_require_string","semantic_key":"python:function:_require_string","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:44ff16c677ddb6e1a28b0b67","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:44ff16c677ddb6e1a28b0b67","label":"_operation_result","locator":{"end_column":22,"end_line":6739,"fragment":"","pointer":"","start_column":5,"start_line":6709},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._operation_result","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._operation_result","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._operation_result","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._operation_result","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._operation_result","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._operation_result","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._operation_result","target_ref":"python:result.update"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._operation_result","semantic_key":"python:method:LiveCodeIntelligenceRuntime._operation_result","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:68187271ec79122b26358f27","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:68187271ec79122b26358f27","label":"_dependency_impacts","locator":{"end_column":24,"end_line":4742,"fragment":"","pointer":"","start_column":5,"start_line":4704},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:_module_name_variants"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:_module_name_variants"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:impacted.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:imported.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:next_frontier.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:previous.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:self._import_targets"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:self._normalized_import_targets"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._dependency_impacts","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._dependency_impacts","semantic_key":"python:method:LiveCodeIntelligenceRuntime._dependency_impacts","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:462505b6d105cf9431b817f9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:462505b6d105cf9431b817f9","label":"ensure_w4_closeout_pass","locator":{"end_column":19,"end_line":707,"fragment":"","pointer":"","start_column":1,"start_line":700},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w4_closeout_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w4_closeout_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w4_closeout_pass","target_ref":"python:closeout.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w4_closeout_pass","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w4_closeout_pass","target_ref":"python:payload.get"}],"parser_ref":"python-ast@1","qualified_name":"ensure_w4_closeout_pass","semantic_key":"python:function:ensure_w4_closeout_pass","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a32fa5977f31c0c97d4e6355:aoa:abyss-stack:anchor:cb53f93cb147e892984687ae","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:cb53f93cb147e892984687ae","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:a32fa5977f31c0c97d4e6355","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5ee0a6421758851103923ed:aoa:abyss-stack:anchor:0b66208896342dc96cb1655d","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0b66208896342dc96cb1655d","label":"notes","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/notes","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/notes","source_id":"aoa:abyss-stack:artifact:a5ee0a6421758851103923ed","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/a7.jsonl b/kag/indexes/shards/anchor/a7.jsonl
index f02407c182..47887815f4 100644
--- a/kag/indexes/shards/anchor/a7.jsonl
+++ b/kag/indexes/shards/anchor/a7.jsonl
@@ -72,6 +72,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8bbe2d848af811c7529ce8cb:aoa:abyss-stack:anchor:c769c5992d87ff7b682c6f9a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c769c5992d87ff7b682c6f9a","label":"page","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/page","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"page","semantic_key":"json:/$defs/page","source_id":"aoa:abyss-stack:artifact:8bbe2d848af811c7529ce8cb","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8da171a6dd9d6a46d4215d00:aoa:abyss-stack:anchor:332e04150e397d6e87636f49","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:332e04150e397d6e87636f49","label":"family","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/family","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/family","source_id":"aoa:abyss-stack:artifact:8da171a6dd9d6a46d4215d00","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8e076d12455bf83fd5016a08:aoa:abyss-stack:anchor:d3ebc7c992b25bbe9aed0431","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d3ebc7c992b25bbe9aed0431","label":"intercept_tool_call","locator":{"end_column":23,"end_line":599,"fragment":"","pointer":"","start_column":5,"start_line":545},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:MCPError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:MCPError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:arguments.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:arguments.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:arguments.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:arguments.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:asyncio.create_task"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:call_next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:canonical_json_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:self._context"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:self._execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:self._mcp_error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:self.adapter.create_task_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StackReadTasksExtension.intercept_tool_call","target_ref":"python:self.store.get"}],"parser_ref":"python-ast@1","qualified_name":"StackReadTasksExtension.intercept_tool_call","semantic_key":"python:method:StackReadTasksExtension.intercept_tool_call","source_id":"aoa:abyss-stack:artifact:8e076d12455bf83fd5016a08","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:c08f6940b2a6bb45e2d3a0f2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c08f6940b2a6bb45e2d3a0f2","label":"_base64_bytes","locator":{"end_column":19,"end_line":729,"fragment":"","pointer":"","start_column":1,"start_line":721},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_base64_bytes","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_base64_bytes","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_base64_bytes","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_base64_bytes","target_ref":"python:base64.b64decode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_base64_bytes","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_base64_bytes","target_ref":"python:text.encode"}],"parser_ref":"python-ast@1","qualified_name":"_base64_bytes","semantic_key":"python:function:_base64_bytes","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:92cad0753129ee8db70cb735","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:92cad0753129ee8db70cb735","label":"build_proposal","locator":{"end_column":10,"end_line":2463,"fragment":"","pointer":"","start_column":5,"start_line":2362},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:TRIALS.w4_boundary_note"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:TRIALS.w4_boundary_note"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:finalize_case_with_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:finalize_case_with_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:prepare_mutation_proposal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:proposal_artifact_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:proposal_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:proposal_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:proposal_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:proposal_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:proposal_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:w5_report_artifact_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.build_proposal","target_ref":"python:w5_report_artifact_refs"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.build_proposal","semantic_key":"python:method:build_graph.build_proposal","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a51884a58910c36b1aac1b2f:aoa:abyss-stack:anchor:8749ffd2675653c699d9956f","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:8749ffd2675653c699d9956f","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a51884a58910c36b1aac1b2f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:bb44bd73c16615f6d0851330","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bb44bd73c16615f6d0851330","label":"ensure_w4_closeout_pass","locator":{"end_column":19,"end_line":708,"fragment":"","pointer":"","start_column":1,"start_line":701},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w4_closeout_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w4_closeout_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w4_closeout_pass","target_ref":"python:closeout.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w4_closeout_pass","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_w4_closeout_pass","target_ref":"python:payload.get"}],"parser_ref":"python-ast@1","qualified_name":"ensure_w4_closeout_pass","semantic_key":"python:function:ensure_w4_closeout_pass","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/a9.jsonl b/kag/indexes/shards/anchor/a9.jsonl
index 7c3c2d3455..ddd21d4949 100644
--- a/kag/indexes/shards/anchor/a9.jsonl
+++ b/kag/indexes/shards/anchor/a9.jsonl
@@ -42,7 +42,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8:aoa:abyss-stack:anchor:ceb91a1a7f4232ce0af403a8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ceb91a1a7f4232ce0af403a8","label":"_materialized_task_input","locator":{"end_column":37,"end_line":10884,"fragment":"","pointer":"","start_column":5,"start_line":10833},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:ExternalCodexRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:ExternalCodexRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:ExternalCodexRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:ExternalCodexRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:ProvenanceRef.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:read_bounded"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:resolved.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:self._session_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExternalCodexRuntime._materialized_task_input","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"ExternalCodexRuntime._materialized_task_input","semantic_key":"python:method:ExternalCodexRuntime._materialized_task_input","source_id":"aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5dc56ff26433cde46e94f02b:aoa:abyss-stack:anchor:1c6ba6d336f7eed025d36264","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:1c6ba6d336f7eed025d36264","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:5dc56ff26433cde46e94f02b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6093232ce594782ba5eba1e9:aoa:abyss-stack:anchor:f99f3d5bd636802b40cd2fa4","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f99f3d5bd636802b40cd2fa4","label":"hooks","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/hooks","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/hooks","source_id":"aoa:abyss-stack:artifact:6093232ce594782ba5eba1e9","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:648452b6e4993a472acf940f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:648452b6e4993a472acf940f","label":"test_machine_evidence_is_external_owner_qualified_and_provider_neutral","locator":{"end_column":10,"end_line":1839,"fragment":"","pointer":"","start_column":5,"start_line":1811},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:evidence_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_machine_evidence_is_external_owner_qualified_and_provider_neutral","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:a96ec487cbf0f067f2128662","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a96ec487cbf0f067f2128662","label":"ports","locator":{"end_column":10,"end_line":11,"fragment":"","pointer":"/services/n8n/ports","start_column":5,"start_line":11},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n/ports","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:97e4bef66d63f840c4717ec1","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:97e4bef66d63f840c4717ec1","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b623d738010f930bf73db8a:aoa:abyss-stack:anchor:09abadf0095e6c5bc4c08561","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:09abadf0095e6c5bc4c08561","label":"unknowns","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/unknowns","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/unknowns","source_id":"aoa:abyss-stack:artifact:6b623d738010f930bf73db8a","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c8bc3c68449b993c6781201:aoa:abyss-stack:anchor:ad0c277ce2fe806ddf2354be","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ad0c277ce2fe806ddf2354be","label":"_bearer_token","locator":{"end_column":17,"end_line":122,"fragment":"","pointer":"","start_column":1,"start_line":103},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:_TOKEN_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:_credential_token"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:credential_token.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:env_token.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:hmac.compare_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:os.environ.get"}],"parser_ref":"python-ast@1","qualified_name":"_bearer_token","semantic_key":"python:function:_bearer_token","source_id":"aoa:abyss-stack:artifact:6c8bc3c68449b993c6781201","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:cf1942d951d0b40ead472b62","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cf1942d951d0b40ead472b62","label":"utc_now","locator":{"end_column":38,"end_line":123,"fragment":"","pointer":"","start_column":1,"start_line":122},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:utc_now","target_ref":"python:datetime.now"}],"parser_ref":"python-ast@1","qualified_name":"utc_now","semantic_key":"python:function:utc_now","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"function"}
@@ -67,6 +69,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f:aoa:abyss-stack:anchor:1020dae4aeb0faacf89900fa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1020dae4aeb0faacf89900fa","label":"case_score","locator":{"end_column":6,"end_line":118,"fragment":"","pointer":"","start_column":1,"start_line":83},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:dict.fromkeys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:grounded"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:hit_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:math.log2"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:math.log2"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:min"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:min"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:case_score","target_ref":"python:sum"}],"parser_ref":"python-ast@1","qualified_name":"case_score","semantic_key":"python:function:case_score","source_id":"aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f:aoa:abyss-stack:anchor:d0cb8422f046c8d1a8ee4eea","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d0cb8422f046c8d1a8ee4eea","label":"2026-08-25 - Review repair for landing schema pinning","locator":{"end_column":56,"end_line":107,"fragment":"2026-08-25-review-repair-for-landing-schema-pinning","pointer":"","start_column":1,"start_line":107},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-08-25-review-repair-for-landing-schema-pinning","source_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a08e06a6c24e9ce09be1133c:aoa:abyss-stack:anchor:0b76811cf558e919083a1838","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0b76811cf558e919083a1838","label":"producers","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/producers","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/producers","source_id":"aoa:abyss-stack:artifact:a08e06a6c24e9ce09be1133c","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:505994184d2cd5cdffc004c5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:505994184d2cd5cdffc004c5","label":"visit_ImportFrom","locator":{"end_column":33,"end_line":2022,"fragment":"","pointer":"","start_column":5,"start_line":2002},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_ImportFrom","target_ref":"python:_anchor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_ImportFrom","target_ref":"python:_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_ImportFrom","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_ImportFrom","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_ImportFrom","target_ref":"python:self._relation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_ImportFrom","target_ref":"python:self.generic_visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_ImportFrom","target_ref":"python:self.occurrences.append"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.visit_ImportFrom","semantic_key":"python:method:_PythonObservationVisitor.visit_ImportFrom","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:78e357634682546ad309b564","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:78e357634682546ad309b564","label":"_module_name_variants","locator":{"end_column":56,"end_line":1820,"fragment":"","pointer":"","start_column":1,"start_line":1766},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:_module_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:item.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:path.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:stem.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:stem.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:variants.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name_variants","target_ref":"python:variants.add"}],"parser_ref":"python-ast@1","qualified_name":"_module_name_variants","semantic_key":"python:function:_module_name_variants","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:d281233b0c041194120bd063","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d281233b0c041194120bd063","label":"restart","locator":{"end_column":76,"end_line":3875,"fragment":"","pointer":"","start_column":5,"start_line":3870},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.restart","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.restart","target_ref":"python:self.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.restart","target_ref":"python:self.start"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession.restart","semantic_key":"python:method:ManagedLspSession.restart","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac4a112b3489f34a27afc23b:aoa:abyss-stack:anchor:16007166d0af6da1adde3531","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:16007166d0af6da1adde3531","label":"test_readme_must_expose_all_route_modes","locator":{"end_column":70,"end_line":77,"fragment":"","pointer":"","start_column":1,"start_line":67},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_readme_must_expose_all_route_modes","target_ref":"python:readme_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_readme_must_expose_all_route_modes","target_ref":"python:run_all_root_route_validators"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_readme_must_expose_all_route_modes","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_readme_must_expose_all_route_modes","target_ref":"python:write_valid_surface"}],"parser_ref":"python-ast@1","qualified_name":"test_readme_must_expose_all_route_modes","semantic_key":"python:function:test_readme_must_expose_all_route_modes","source_id":"aoa:abyss-stack:artifact:ac4a112b3489f34a27afc23b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:03308386d19093d19484b7b0","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:03308386d19093d19484b7b0","label":"ABYSS-STACK-D-0055 Root Routes Validator Module","locator":{"end_column":107,"end_line":29,"fragment":"","pointer":"","start_column":3,"start_line":29},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:docs-route","target_ref":"../ABYSS-STACK-D-0055-root-routes-validator-module.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:29:3:0:../ABYSS-STACK-D-0055-root-routes-validator-module.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:1d40e6e386eeeb3ce47e17cf","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1d40e6e386eeeb3ce47e17cf","label":"consumer admission","locator":{"end_column":21,"end_line":350,"fragment":"consumer-admission","pointer":"","start_column":1,"start_line":350},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consumer-admission","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/aa.jsonl b/kag/indexes/shards/anchor/aa.jsonl
index 6addc70ad7..bd0d8edc4a 100644
--- a/kag/indexes/shards/anchor/aa.jsonl
+++ b/kag/indexes/shards/anchor/aa.jsonl
@@ -63,6 +63,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466:aoa:abyss-stack:anchor:f19c556f97ac328b3ebedd22","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f19c556f97ac328b3ebedd22","label":"Rationale","locator":{"end_column":12,"end_line":42,"fragment":"rationale","pointer":"","start_column":1,"start_line":42},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:99e9ca037460978019b90981:aoa:abyss-stack:anchor:fcb9aa31c1c46ea3fc2331ed","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:fcb9aa31c1c46ea3fc2331ed","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:99e9ca037460978019b90981","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f:aoa:abyss-stack:anchor:9963fdd01530045cf8d30262","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9963fdd01530045cf8d30262","label":"2026-05-07 - Initial package landing","locator":{"end_column":39,"end_line":173,"fragment":"2026-05-07-initial-package-landing","pointer":"","start_column":1,"start_line":173},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-05-07-initial-package-landing","source_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:88dbd4b38d05fa5f9244c574","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:88dbd4b38d05fa5f9244c574","label":"_machine_binding_envelope","locator":{"end_column":23,"end_line":4315,"fragment":"","pointer":"","start_column":5,"start_line":4236},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:artifact_subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:artifact_subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:live_measurement.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:resource_envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:self._current_machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:self._machine_evidence_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._machine_binding_envelope","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._machine_binding_envelope","semantic_key":"python:method:LiveCodeIntelligenceRuntime._machine_binding_envelope","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:cb044094f1f5aad72f6ef604","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cb044094f1f5aad72f6ef604","label":"component","locator":{"end_column":14,"end_line":4481,"fragment":"","pointer":"","start_column":9,"start_line":4464},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._lifecycle_surface.component","semantic_key":"python:method:LiveCodeIntelligenceRuntime._lifecycle_surface.component","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:dfa1d26d7ec717be3a24d71e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dfa1d26d7ec717be3a24d71e","label":"__call__","locator":{"end_column":47,"end_line":516,"fragment":"","pointer":"","start_column":5,"start_line":500},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ArtifactValidateFailureRunner.__call__","target_ref":"python:CommandOutput"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ArtifactValidateFailureRunner.__call__","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ArtifactValidateFailureRunner.__call__","target_ref":"python:self.calls.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ArtifactValidateFailureRunner.__call__","target_ref":"python:self.timeouts.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ArtifactValidateFailureRunner.__call__","target_ref":"python:super"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ArtifactValidateFailureRunner.__call__","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"ArtifactValidateFailureRunner.__call__","semantic_key":"python:method:ArtifactValidateFailureRunner.__call__","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8:aoa:abyss-stack:anchor:c32e342a8ea8f3677dfa3f8d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c32e342a8ea8f3677dfa3f8d","label":"When changing modules","locator":{"end_column":24,"end_line":40,"fragment":"when-changing-modules","pointer":"","start_column":1,"start_line":40},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:when-changing-modules","source_id":"aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:bfabe8f4ea4a86b2d63e3c21:aoa:abyss-stack:anchor:950ace5b2d47536d3b311963","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:950ace5b2d47536d3b311963","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:bfabe8f4ea4a86b2d63e3c21","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/ab.jsonl b/kag/indexes/shards/anchor/ab.jsonl
index 1843572182..890a854ffe 100644
--- a/kag/indexes/shards/anchor/ab.jsonl
+++ b/kag/indexes/shards/anchor/ab.jsonl
@@ -24,6 +24,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:604da55fadd4ee18983f2f2c:aoa:abyss-stack:anchor:a2a4e4e67b43b6e9e92f0525","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a2a4e4e67b43b6e9e92f0525","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:604da55fadd4ee18983f2f2c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61953fe600e446c8d9491770:aoa:abyss-stack:anchor:cbdac8a4679d20b0505e1ff1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cbdac8a4679d20b0505e1ff1","label":"test_resources_and_server_build","locator":{"end_column":6,"end_line":462,"fragment":"","pointer":"","start_column":1,"start_line":440},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_resources_and_server_build","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_resources_and_server_build","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_resources_and_server_build","target_ref":"python:seed_workspace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_resources_and_server_build","target_ref":"python:state.read_resource"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_resources_and_server_build","target_ref":"python:state.read_resource"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_resources_and_server_build","target_ref":"python:state.read_resource"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_resources_and_server_build","target_ref":"python:state.render_resource"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_resources_and_server_build","target_ref":"python:state_for"}],"parser_ref":"python-ast@1","qualified_name":"test_resources_and_server_build","semantic_key":"python:function:test_resources_and_server_build","source_id":"aoa:abyss-stack:artifact:61953fe600e446c8d9491770","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:32bcbb73adc15ab3c2f11200","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:32bcbb73adc15ab3c2f11200","label":"_load_release_bound_legacy_owner_catalog","locator":{"end_column":38,"end_line":497,"fragment":"","pointer":"","start_column":1,"start_line":446},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:_parse_json_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:_read_bounded_regular_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:_schema_errors"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_release_bound_legacy_owner_catalog","target_ref":"python:path.is_absolute"}],"parser_ref":"python-ast@1","qualified_name":"_load_release_bound_legacy_owner_catalog","semantic_key":"python:function:_load_release_bound_legacy_owner_catalog","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:67c4bb67bc405fe8ecc60dd4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:67c4bb67bc405fe8ecc60dd4","label":"test_config_loader_rejects_forged_provider_machine_and_schema_claims","locator":{"end_column":22,"end_line":1797,"fragment":"","pointer":"","start_column":5,"start_line":1741},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:config_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:forged_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:label.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:mutate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:mutations.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:payload.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:payload.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","target_ref":"python:self.subTest"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_config_loader_rejects_forged_provider_machine_and_schema_claims","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a741b246e0ec3f6b7a2b705:aoa:abyss-stack:anchor:76faef6368a08763568fdf06","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:76faef6368a08763568fdf06","label":"Telegram and Discord Connector MCP Access Planes","locator":{"end_column":50,"end_line":1,"fragment":"telegram-and-discord-connector-mcp-access-planes","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:telegram-and-discord-connector-mcp-access-planes","source_id":"aoa:abyss-stack:artifact:6a741b246e0ec3f6b7a2b705","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:a54bfebd97c7f28c04edaf52","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a54bfebd97c7f28c04edaf52","label":"_load_authorized_return_receipt","locator":{"end_column":34,"end_line":2415,"fragment":"","pointer":"","start_column":1,"start_line":2389},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_authorized_return_receipt","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_authorized_return_receipt","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_authorized_return_receipt","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_authorized_return_receipt","target_ref":"python:_load_existing_return_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_authorized_return_receipt","target_ref":"python:_regular_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_authorized_return_receipt","target_ref":"python:authorization.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_authorized_return_receipt","target_ref":"python:authorization.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_authorized_return_receipt","target_ref":"python:evidence_ref.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_authorized_return_receipt","target_ref":"python:inputs.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_authorized_return_receipt","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"_load_authorized_return_receipt","semantic_key":"python:function:_load_authorized_return_receipt","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:8c8f8cb83c611bd3d38049d7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8c8f8cb83c611bd3d38049d7","label":"_store_approval_request","locator":{"end_column":10,"end_line":2766,"fragment":"","pointer":"","start_column":5,"start_line":2748},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._store_approval_request","target_ref":"python:_approval_request_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._store_approval_request","target_ref":"python:request.model_dump"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._store_approval_request","target_ref":"python:self._emit"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._store_approval_request","semantic_key":"python:method:AgentOSRuntimeBridge._store_approval_request","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
@@ -49,6 +50,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:25e6ec365f81aadfeaf3ee40","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:25e6ec365f81aadfeaf3ee40","label":"_store_feedback_attachments","locator":{"end_column":22,"end_line":1781,"fragment":"","pointer":"","start_column":5,"start_line":1729},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:_atomic_write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:_within"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:asset_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:asset_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:asset_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:asset_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:os.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:os.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:self.feedback_assets_dir.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:self.feedback_assets_dir.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:self.feedback_assets_dir.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:self.feedback_assets_dir.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:self.feedback_assets_dir.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ReviewContext._store_feedback_attachments","target_ref":"python:stored.append"}],"parser_ref":"python-ast@1","qualified_name":"ReviewContext._store_feedback_attachments","semantic_key":"python:method:ReviewContext._store_feedback_attachments","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae:aoa:abyss-stack:anchor:354ce36b418c3235071241a6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:354ce36b418c3235071241a6","label":"test_gateway_schema_top_level_array_fails_cleanly","locator":{"end_column":10,"end_line":153,"fragment":"","pointer":"","start_column":5,"start_line":137},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_gateway_schema_top_level_array_fails_cleanly","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_gateway_schema_top_level_array_fails_cleanly","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_gateway_schema_top_level_array_fails_cleanly","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_gateway_schema_top_level_array_fails_cleanly","target_ref":"python:self.validate_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_gateway_schema_top_level_array_fails_cleanly","target_ref":"python:self.write_valid_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_gateway_schema_top_level_array_fails_cleanly","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_gateway_schema_top_level_array_fails_cleanly","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeHygieneContractTests.test_gateway_schema_top_level_array_fails_cleanly","semantic_key":"python:method:RuntimeHygieneContractTests.test_gateway_schema_top_level_array_fails_cleanly","source_id":"aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9edc65641fd1beee514b461a:aoa:abyss-stack:anchor:2297553c4f95133aca0490c0","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2297553c4f95133aca0490c0","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:9edc65641fd1beee514b461a","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:a6e15a4eadc4bb21aee51692","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a6e15a4eadc4bb21aee51692","label":"_observation_output_limit_diagnostic","locator":{"end_column":10,"end_line":5808,"fragment":"","pointer":"","start_column":5,"start_line":5799},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._observation_output_limit_diagnostic","semantic_key":"python:method:LiveCodeIntelligenceRuntime._observation_output_limit_diagnostic","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a28a6e6cc6c07c4b1dcde12e:aoa:abyss-stack:anchor:d1316b8a4a06a372bdeaa1a4","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:d1316b8a4a06a372bdeaa1a4","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a28a6e6cc6c07c4b1dcde12e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4ae041e697e7cd8faf8f30a:aoa:abyss-stack:anchor:51b3db678d697a1c91081e77","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:51b3db678d697a1c91081e77","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:a4ae041e697e7cd8faf8f30a","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a64882e851006f33f172bdd0:aoa:abyss-stack:anchor:6c6c3cb9650fbcb57c6d75e5","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6c6c3cb9650fbcb57c6d75e5","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:a64882e851006f33f172bdd0","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/ac.jsonl b/kag/indexes/shards/anchor/ac.jsonl
index f4ac487cd8..97cbc5d882 100644
--- a/kag/indexes/shards/anchor/ac.jsonl
+++ b/kag/indexes/shards/anchor/ac.jsonl
@@ -45,6 +45,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5a53f3f5293b0761e992f2c8:aoa:abyss-stack:anchor:2a536e0c98e2cd9dcff43b97","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2a536e0c98e2cd9dcff43b97","label":"test_require_complete_returns_nonzero_when_blocked","locator":{"end_column":14,"end_line":82,"fragment":"","pointer":"","start_column":5,"start_line":55},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OptimizationAuditStatusTests.test_require_complete_returns_nonzero_when_blocked","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OptimizationAuditStatusTests.test_require_complete_returns_nonzero_when_blocked","target_ref":"python:optimization_audit_status.main"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OptimizationAuditStatusTests.test_require_complete_returns_nonzero_when_blocked","target_ref":"python:self.assertEqual"}],"parser_ref":"python-ast@1","qualified_name":"OptimizationAuditStatusTests.test_require_complete_returns_nonzero_when_blocked","semantic_key":"python:method:OptimizationAuditStatusTests.test_require_complete_returns_nonzero_when_blocked","source_id":"aoa:abyss-stack:artifact:5a53f3f5293b0761e992f2c8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5cf511073cba8648076ea457:aoa:abyss-stack:anchor:ac69e1c4690fb84f371d449e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:ac69e1c4690fb84f371d449e","label":"labels","locator":{"end_column":11,"end_line":5,"fragment":"","pointer":"/services/langchain-api/labels","start_column":5,"start_line":5},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/labels","source_id":"aoa:abyss-stack:artifact:5cf511073cba8648076ea457","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb:aoa:abyss-stack:anchor:5611663a9aef78f3c84932c6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5611663a9aef78f3c84932c6","label":"branch","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/branch","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"branch","semantic_key":"json:/$defs/branch","source_id":"aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:1233fd0db7ecbbafd8b78531","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1233fd0db7ecbbafd8b78531","label":"race","locator":{"end_column":59,"end_line":2857,"fragment":"","pointer":"","start_column":9,"start_line":2852},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt.race","target_ref":"python:original_read_and_parse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt.race","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt.race","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt.race","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:7940ff7894dd4c041504f0c8","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:7940ff7894dd4c041504f0c8","label":"restart","locator":{"end_column":27,"end_line":18,"fragment":"","pointer":"/services/n8n/restart","start_column":5,"start_line":18},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n/restart","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b:aoa:abyss-stack:anchor:bee3d80b9492a39a642be3a5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:bee3d80b9492a39a642be3a5","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:881559d70e92eda73305b202","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:881559d70e92eda73305b202","label":"_safe_inventory_id","locator":{"end_column":45,"end_line":388,"fragment":"","pointer":"","start_column":1,"start_line":386},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_inventory_id","target_ref":"python:re.sub"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_safe_inventory_id","target_ref":"python:secrets.token_hex"}],"parser_ref":"python-ast@1","qualified_name":"_safe_inventory_id","semantic_key":"python:function:_safe_inventory_id","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"function"}
@@ -61,6 +62,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:960f118fdfee8c85229fdef1:aoa:abyss-stack:anchor:13a82da940e15d4ec1638e46","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:13a82da940e15d4ec1638e46","label":"ring_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/ring_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/ring_id","source_id":"aoa:abyss-stack:artifact:960f118fdfee8c85229fdef1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:a9bb93be8e10db1050b2bd77","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a9bb93be8e10db1050b2bd77","label":"canary","locator":{"end_column":88,"end_line":297,"fragment":"","pointer":"","start_column":5,"start_line":292},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success.canary","target_ref":"python:SimpleNamespace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success.canary","target_ref":"python:path.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success.canary","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_failed_rollback_is_persisted_without_false_success.canary","target_ref":"python:path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"test_failed_rollback_is_persisted_without_false_success.canary","semantic_key":"python:method:test_failed_rollback_is_persisted_without_false_success.canary","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:ee5f2ceef9e8ffbf0f2d66d7","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:ee5f2ceef9e8ffbf0f2d66d7","label":"aoa.tuning.source","locator":{"end_column":67,"end_line":17,"fragment":"","pointer":"/services/llama-cpp/labels/aoa.tuning.source","start_column":7,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/labels/aoa.tuning.source","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:8782058b0de1f5a5f8fcd6ad","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8782058b0de1f5a5f8fcd6ad","label":"machine_evidence_bundle_digest","locator":{"end_column":37,"end_line":868,"fragment":"","pointer":"","start_column":1,"start_line":863},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:machine_evidence_bundle_digest","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:machine_evidence_bundle_digest","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:machine_evidence_bundle_digest","target_ref":"python:unsigned.pop"}],"parser_ref":"python-ast@1","qualified_name":"machine_evidence_bundle_digest","semantic_key":"python:function:machine_evidence_bundle_digest","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:fb9964e874eaf4cf2c60bb17","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:fb9964e874eaf4cf2c60bb17","label":"\"-c\"","locator":{"end_column":12,"end_line":45,"fragment":"","pointer":"/services/postgres/command/7","start_column":7,"start_line":45},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/command/7","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c:aoa:abyss-stack:anchor:7830b712a3c00bbe10edacbd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7830b712a3c00bbe10edacbd","label":"ensure_parent","locator":{"end_column":51,"end_line":21,"fragment":"","pointer":"","start_column":1,"start_line":20},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_parent","target_ref":"python:path.parent.mkdir"}],"parser_ref":"python-ast@1","qualified_name":"ensure_parent","semantic_key":"python:function:ensure_parent","source_id":"aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:c34c30da325390ff89ef5866","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c34c30da325390ff89ef5866","label":"ensure_llamacpp_promotion_pass","locator":{"end_column":21,"end_line":723,"fragment":"","pointer":"","start_column":1,"start_line":711},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:latest.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:latest_payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:promotion.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:verdict.get"}],"parser_ref":"python-ast@1","qualified_name":"ensure_llamacpp_promotion_pass","semantic_key":"python:function:ensure_llamacpp_promotion_pass","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/ad.jsonl b/kag/indexes/shards/anchor/ad.jsonl
index a24ee07bae..d190e7b01e 100644
--- a/kag/indexes/shards/anchor/ad.jsonl
+++ b/kag/indexes/shards/anchor/ad.jsonl
@@ -4,11 +4,12 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03b4da2390e51922a0a84c6b:aoa:abyss-stack:anchor:935dd4253db63ee750d30e2f","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:935dd4253db63ee750d30e2f","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:03b4da2390e51922a0a84c6b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:10a4866d62b94f2931a788b3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:10a4866d62b94f2931a788b3","label":"pre_mutation_intent_text","locator":{"end_column":6,"end_line":7482,"fragment":"","pointer":"","start_column":1,"start_line":7470},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:pre_mutation_intent_text","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:pre_mutation_intent_text","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:pre_mutation_intent_text","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:pre_mutation_intent_text","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:pre_mutation_intent_text","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:pre_mutation_intent_text","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:pre_mutation_intent_text","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:pre_mutation_intent_text","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:pre_mutation_intent_text","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"pre_mutation_intent_text","semantic_key":"python:function:pre_mutation_intent_text","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03da311a8d0a9cacb0d14c33:aoa:abyss-stack:anchor:46bfe906317f0292475a8415","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:46bfe906317f0292475a8415","label":"_assert_manifest_trust_contract","locator":{"end_column":80,"end_line":283,"fragment":"","pointer":"","start_column":1,"start_line":257},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:contract.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:contract.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:contract.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_assert_manifest_trust_contract","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_assert_manifest_trust_contract","semantic_key":"python:function:_assert_manifest_trust_contract","source_id":"aoa:abyss-stack:artifact:03da311a8d0a9cacb0d14c33","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:3c461db61d67b2ba06cbefab","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3c461db61d67b2ba06cbefab","label":"Notes","locator":{"end_column":9,"end_line":1466,"fragment":"notes","pointer":"","start_column":1,"start_line":1466},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:notes","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:3c461db61d67b2ba06cbefab","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3c461db61d67b2ba06cbefab","label":"Notes","locator":{"end_column":9,"end_line":1470,"fragment":"notes","pointer":"","start_column":1,"start_line":1470},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:notes","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0707d293a335b5aeedfa69dc:aoa:abyss-stack:anchor:9c49e0c019e960f6b1717c3a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9c49e0c019e960f6b1717c3a","label":"_receipt","locator":{"end_column":19,"end_line":318,"fragment":"","pointer":"","start_column":1,"start_line":310},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_receipt","target_ref":"python:CanaryReceipt.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_receipt","target_ref":"python:FleetAdmissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_receipt","target_ref":"python:FleetAdmissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_receipt","target_ref":"python:_read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_receipt","target_ref":"python:verify_canary_receipt"}],"parser_ref":"python-ast@1","qualified_name":"_receipt","semantic_key":"python:function:_receipt","source_id":"aoa:abyss-stack:artifact:0707d293a335b5aeedfa69dc","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:1dfd411cfbf540e24bf08daa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1dfd411cfbf540e24bf08daa","label":"search_records_exact","locator":{"end_column":6,"end_line":1424,"fragment":"","pointer":"","start_column":1,"start_line":1360},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:_exact_union_rows"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:_table_exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:dict.fromkeys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:path_prefix.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:record_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:search_records_exact","target_ref":"python:values.append"}],"parser_ref":"python-ast@1","qualified_name":"search_records_exact","semantic_key":"python:function:search_records_exact","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:21a7be0bee1f28614b961205","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:21a7be0bee1f28614b961205","label":"run","locator":{"end_column":21,"end_line":979,"fragment":"","pointer":"","start_column":5,"start_line":951},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_union_rows.run","target_ref":"python:branch_clauses.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_union_rows.run","target_ref":"python:branch_clauses.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_union_rows.run","target_ref":"python:branch_values.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_union_rows.run","target_ref":"python:branch_values.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_union_rows.run","target_ref":"python:branches.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_union_rows.run","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_union_rows.run","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_union_rows.run","target_ref":"python:tuple"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_union_rows.run","target_ref":"python:values.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_union_rows.run","target_ref":"python:values.extend"}],"parser_ref":"python-ast@1","qualified_name":"_exact_union_rows.run","semantic_key":"python:method:_exact_union_rows.run","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0761a298a5b445051bca01e1:aoa:abyss-stack:anchor:c66ad9a613231a759c2e7e11","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c66ad9a613231a759c2e7e11","label":"verdict","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/verdict","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/verdict","source_id":"aoa:abyss-stack:artifact:0761a298a5b445051bca01e1","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79:aoa:abyss-stack:anchor:57950f89eba0acb0341e54a3","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:57950f89eba0acb0341e54a3","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d26fd688fae95342c35ef27:aoa:abyss-stack:anchor:a97dc3a13fa02dec0b33861d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a97dc3a13fa02dec0b33861d","label":"Options considered","locator":{"end_column":21,"end_line":28,"fragment":"options-considered","pointer":"","start_column":1,"start_line":28},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:0d26fd688fae95342c35ef27","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f7ef6838dd256cfc5faad4b:aoa:abyss-stack:anchor:94bc8a9fdd2247a3a90f9104","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:94bc8a9fdd2247a3a90f9104","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0f7ef6838dd256cfc5faad4b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1:aoa:abyss-stack:anchor:8a4b3f0e028518679fe069e9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8a4b3f0e028518679fe069e9","label":"test_deploy_manifest_ref_is_bound_to_manifest_digest","locator":{"end_column":51,"end_line":1129,"fragment":"","pointer":"","start_column":1,"start_line":1122},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_deploy_manifest_ref_is_bound_to_manifest_digest","target_ref":"python:RuntimeObservation.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_deploy_manifest_ref_is_bound_to_manifest_digest","target_ref":"python:deployment_manifest_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_deploy_manifest_ref_is_bound_to_manifest_digest","target_ref":"python:observation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_deploy_manifest_ref_is_bound_to_manifest_digest","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_deploy_manifest_ref_is_bound_to_manifest_digest","target_ref":"python:subject"}],"parser_ref":"python-ast@1","qualified_name":"test_deploy_manifest_ref_is_bound_to_manifest_digest","semantic_key":"python:function:test_deploy_manifest_ref_is_bound_to_manifest_digest","source_id":"aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1","symbol_kind":"function"}
@@ -59,6 +60,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:635296c34b56b53915a261c9:aoa:abyss-stack:anchor:155469df6ab528d35d50a940","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:155469df6ab528d35d50a940","label":"Mechanic card","locator":{"end_column":16,"end_line":3,"fragment":"mechanic-card","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:mechanic-card","source_id":"aoa:abyss-stack:artifact:635296c34b56b53915a261c9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2:aoa:abyss-stack:anchor:71cfc1d94f14e46954419f27","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:71cfc1d94f14e46954419f27","label":"_validate_protocol_status","locator":{"end_column":79,"end_line":345,"fragment":"","pointer":"","start_column":1,"start_line":327},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_protocol_status","target_ref":"python:PreflightError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_protocol_status","target_ref":"python:PreflightError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_protocol_status","target_ref":"python:protocol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_protocol_status","target_ref":"python:required.issubset"}],"parser_ref":"python-ast@1","qualified_name":"_validate_protocol_status","semantic_key":"python:function:_validate_protocol_status","source_id":"aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:4807ef201e342d342436645e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4807ef201e342d342436645e","label":"aoa_decisions_packet","locator":{"end_column":14,"end_line":213,"fragment":"","pointer":"","start_column":9,"start_line":197},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.aoa_decisions_packet","target_ref":"python:_profile_packet"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.aoa_decisions_packet","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.aoa_decisions_packet","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.aoa_decisions_packet","target_ref":"python:min"}],"parser_ref":"python-ast@1","qualified_name":"build_server.aoa_decisions_packet","semantic_key":"python:method:build_server.aoa_decisions_packet","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:c9619000f1b7c5c6f8ac53be","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c9619000f1b7c5c6f8ac53be","label":"test_observation_output_limit_degrades_before_state_retains_expansion","locator":{"end_column":10,"end_line":1273,"fragment":"","pointer":"","start_column":5,"start_line":1258},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_output_limit_degrades_before_state_retains_expansion","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_output_limit_degrades_before_state_retains_expansion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_output_limit_degrades_before_state_retains_expansion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_output_limit_degrades_before_state_retains_expansion","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_output_limit_degrades_before_state_retains_expansion","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_output_limit_degrades_before_state_retains_expansion","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_observation_output_limit_degrades_before_state_retains_expansion","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_observation_output_limit_degrades_before_state_retains_expansion","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:0e40d7f52481f74589361f83","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:0e40d7f52481f74589361f83","label":"N8N_RUNNERS_MODE","locator":{"end_column":32,"end_line":8,"fragment":"","pointer":"/services/n8n/environment/N8N_RUNNERS_MODE","start_column":7,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n/environment/N8N_RUNNERS_MODE","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:68bf4f30b4dc77c738608241:aoa:abyss-stack:anchor:9ede6e94a7c54afa9a3e4bf2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:9ede6e94a7c54afa9a3e4bf2","label":"registry_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/registry_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/registry_id","source_id":"aoa:abyss-stack:artifact:68bf4f30b4dc77c738608241","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7143893fdfbba453b2b6d91a:aoa:abyss-stack:anchor:f2efb0aeb5c42df35780f54b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f2efb0aeb5c42df35780f54b","label":"2026-05-13 - Residual frontier alignment","locator":{"end_column":43,"end_line":24,"fragment":"2026-05-13-residual-frontier-alignment","pointer":"","start_column":1,"start_line":24},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-05-13-residual-frontier-alignment","source_id":"aoa:abyss-stack:artifact:7143893fdfbba453b2b6d91a","symbol_kind":""}
@@ -79,6 +81,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:90ba6682711cca444eea7892:aoa:abyss-stack:anchor:050f8b767b70e3b4610a7d20","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:050f8b767b70e3b4610a7d20","label":"expires_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/expires_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/expires_at","source_id":"aoa:abyss-stack:artifact:90ba6682711cca444eea7892","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:93400db88cd62d2a81a90650:aoa:abyss-stack:anchor:6bc3ae5738b948ba41328382","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6bc3ae5738b948ba41328382","label":"_sha256_text","locator":{"end_column":60,"end_line":77,"fragment":"","pointer":"","start_column":1,"start_line":76},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_text","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_text","target_ref":"python:text.encode"}],"parser_ref":"python-ast@1","qualified_name":"_sha256_text","semantic_key":"python:function:_sha256_text","source_id":"aoa:abyss-stack:artifact:93400db88cd62d2a81a90650","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:2146bacb10e115c321546dbd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2146bacb10e115c321546dbd","label":"constrained_paths","locator":{"end_column":17,"end_line":249,"fragment":"","pointer":"","start_column":1,"start_line":236},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:constrained_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:constrained_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:effective_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:found.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:found.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:found.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:schema.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:schema.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:schema.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:constrained_paths","target_ref":"python:schema_properties"}],"parser_ref":"python-ast@1","qualified_name":"constrained_paths","semantic_key":"python:function:constrained_paths","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:1f3020e7286e625c1633286b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1f3020e7286e625c1633286b","label":"_canonical_json","locator":{"end_column":6,"end_line":250,"fragment":"","pointer":"","start_column":1,"start_line":244},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_json","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"_canonical_json","semantic_key":"python:function:_canonical_json","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:ba409ab9313a9160721b993e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ba409ab9313a9160721b993e","label":"_validate_request_params","locator":{"end_column":22,"end_line":2955,"fragment":"","pointer":"","start_column":5,"start_line":2927},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_params","target_ref":"python:visit"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._validate_request_params","semantic_key":"python:method:ManagedLspSession._validate_request_params","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:018484e98785d30a7ed1d039","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:018484e98785d30a7ed1d039","label":"state_path","locator":{"end_column":65,"end_line":210,"fragment":"","pointer":"","start_column":1,"start_line":209},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:state_path","target_ref":"python:scenario_root"}],"parser_ref":"python-ast@1","qualified_name":"state_path","semantic_key":"python:function:state_path","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:b7b6e06fa653828754b8f894","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b7b6e06fa653828754b8f894","label":"mem_reservation","locator":{"end_column":60,"end_line":36,"fragment":"","pointer":"/services/postgres/mem_reservation","start_column":5,"start_line":36},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/mem_reservation","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8:aoa:abyss-stack:anchor:070211d4a9fe0c13c8625bc4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:070211d4a9fe0c13c8625bc4","label":"When changing profiles or presets","locator":{"end_column":36,"end_line":54,"fragment":"when-changing-profiles-or-presets","pointer":"","start_column":1,"start_line":54},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:when-changing-profiles-or-presets","source_id":"aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/ae.jsonl b/kag/indexes/shards/anchor/ae.jsonl
index 86c3cadb4e..d2674f1834 100644
--- a/kag/indexes/shards/anchor/ae.jsonl
+++ b/kag/indexes/shards/anchor/ae.jsonl
@@ -75,6 +75,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262:aoa:abyss-stack:anchor:2441a0b6e851e02dfa1a611d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2441a0b6e851e02dfa1a611d","label":"Best For","locator":{"end_column":11,"end_line":8,"fragment":"best-for","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:best-for","source_id":"aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262:aoa:abyss-stack:anchor:9cb47c0f48c46917197bf594","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9cb47c0f48c46917197bf594","label":"Evidence Surfaces","locator":{"end_column":20,"end_line":68,"fragment":"evidence-surfaces","pointer":"","start_column":1,"start_line":68},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:evidence-surfaces","source_id":"aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:d019933dd5d906e046d32ec6","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d019933dd5d906e046d32ec6","label":"rule_files","locator":{"end_column":11,"end_line":5,"fragment":"","pointer":"/rule_files","start_column":1,"start_line":5},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/rule_files","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:1ab148b50002c930f92bfa28","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1ab148b50002c930f92bfa28","label":"_unresolved_id","locator":{"end_column":44,"end_line":1834,"fragment":"","pointer":"","start_column":1,"start_line":1833},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_unresolved_id","semantic_key":"python:function:_unresolved_id","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:20ddae2025fa39b80a26a756","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:20ddae2025fa39b80a26a756","label":"notify","locator":{"end_column":81,"end_line":3794,"fragment":"","pointer":"","start_column":5,"start_line":3792},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.notify","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.notify","target_ref":"python:self._send"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.notify","target_ref":"python:self._validate_request_params"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession.notify","semantic_key":"python:method:ManagedLspSession.notify","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:2656df42fbec8fe03f153120","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:2656df42fbec8fe03f153120","label":"neo4j","locator":{"end_column":8,"end_line":5,"fragment":"","pointer":"/services/neo4j","start_column":3,"start_line":5},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/neo4j","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a384cff6da2bbdfb60be1f3f:aoa:abyss-stack:anchor:6996574bf7fa85d5bd96d9e5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:6996574bf7fa85d5bd96d9e5","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:a384cff6da2bbdfb60be1f3f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a686d58d792fb14b0a45e25b:aoa:abyss-stack:anchor:1845bae7c992356785502ccd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1845bae7c992356785502ccd","label":"test_classify_guard_distinguishes_staged_from_applied","locator":{"end_column":10,"end_line":88,"fragment":"","pointer":"","start_column":5,"start_line":61},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_distinguishes_staged_from_applied","target_ref":"python:resource_guard_status.classify_guard"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_distinguishes_staged_from_applied","target_ref":"python:resource_guard_status.classify_guard"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_distinguishes_staged_from_applied","target_ref":"python:resource_guard_status.classify_guard"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_distinguishes_staged_from_applied","target_ref":"python:resource_guard_status.classify_guard"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_distinguishes_staged_from_applied","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_distinguishes_staged_from_applied","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_distinguishes_staged_from_applied","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ResourceGuardStatusTests.test_classify_guard_distinguishes_staged_from_applied","target_ref":"python:self.assertEqual"}],"parser_ref":"python-ast@1","qualified_name":"ResourceGuardStatusTests.test_classify_guard_distinguishes_staged_from_applied","semantic_key":"python:method:ResourceGuardStatusTests.test_classify_guard_distinguishes_staged_from_applied","source_id":"aoa:abyss-stack:artifact:a686d58d792fb14b0a45e25b","symbol_kind":"method"}
@@ -106,6 +108,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:e4f98631d57f5e2350f4e9c7:aoa:abyss-stack:anchor:6f1b33afd0aff77260fa3c38","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6f1b33afd0aff77260fa3c38","label":"_artifact_digest","locator":{"end_column":69,"end_line":207,"fragment":"","pointer":"","start_column":1,"start_line":206},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_artifact_digest","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_artifact_digest","target_ref":"python:path.read_bytes"}],"parser_ref":"python-ast@1","qualified_name":"_artifact_digest","semantic_key":"python:function:_artifact_digest","source_id":"aoa:abyss-stack:artifact:e4f98631d57f5e2350f4e9c7","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e5c2b0ba39cdc92dc303bb2e:aoa:abyss-stack:anchor:e331032cd570d23807698af0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e331032cd570d23807698af0","label":"Host-facing endpoints","locator":{"end_column":25,"end_line":352,"fragment":"host-facing-endpoints-8","pointer":"","start_column":1,"start_line":352},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:host-facing-endpoints-8","source_id":"aoa:abyss-stack:artifact:e5c2b0ba39cdc92dc303bb2e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:e8738a8f1abaa120237dd267:aoa:abyss-stack:anchor:d42d2640fc73bc6263c6e63c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d42d2640fc73bc6263c6e63c","label":"test_fail_closed_gate_mapping","locator":{"end_column":69,"end_line":58,"fragment":"","pointer":"","start_column":5,"start_line":48},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerPolicyScopeTests.test_fail_closed_gate_mapping","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerPolicyScopeTests.test_fail_closed_gate_mapping","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerPolicyScopeTests.test_fail_closed_gate_mapping","target_ref":"python:self.gate_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerPolicyScopeTests.test_fail_closed_gate_mapping","target_ref":"python:self.module.evaluate_autonomy_gate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerPolicyScopeTests.test_fail_closed_gate_mapping","target_ref":"python:self.module.load_policy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerPolicyScopeTests.test_fail_closed_gate_mapping","target_ref":"python:self.module.resolve_playbook_policy"}],"parser_ref":"python-ast@1","qualified_name":"GovernedRunnerPolicyScopeTests.test_fail_closed_gate_mapping","semantic_key":"python:method:GovernedRunnerPolicyScopeTests.test_fail_closed_gate_mapping","source_id":"aoa:abyss-stack:artifact:e8738a8f1abaa120237dd267","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f:aoa:abyss-stack:anchor:5a98c877b6e42f7ddacfc81c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5a98c877b6e42f7ddacfc81c","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ea418373a3de408f7f920b8b:aoa:abyss-stack:anchor:a421f7503f476847c7f622a6","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a421f7503f476847c7f622a6","label":"chunks_directory","locator":{"end_column":36,"end_line":17,"fragment":"","pointer":"/common/storage/filesystem/chunks_directory","start_column":7,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/common/storage/filesystem/chunks_directory","source_id":"aoa:abyss-stack:artifact:ea418373a3de408f7f920b8b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ebd094489b277783f911ea74:aoa:abyss-stack:anchor:702713b0c4446f8f9c9d0301","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:702713b0c4446f8f9c9d0301","label":"ABYSS-STACK-D-0059 Runtime Route Contracts Validator Module","locator":{"end_column":131,"end_line":75,"fragment":"","pointer":"","start_column":3,"start_line":75},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:governed-execution","target_ref":"../ABYSS-STACK-D-0059-runtime-route-contracts-validator-module.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:75:3:0:../ABYSS-STACK-D-0059-runtime-route-contracts-validator-module.md","source_id":"aoa:abyss-stack:artifact:ebd094489b277783f911ea74","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:f2dcc71adbf2772e4ef4229e:aoa:abyss-stack:anchor:244447d675e77460321f2771","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:244447d675e77460321f2771","label":"compatibility rollback","locator":{"end_column":25,"end_line":275,"fragment":"compatibility-rollback","pointer":"","start_column":1,"start_line":275},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:compatibility-rollback","source_id":"aoa:abyss-stack:artifact:f2dcc71adbf2772e4ef4229e","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/af.jsonl b/kag/indexes/shards/anchor/af.jsonl
index e0f59dba2e..7712be0fee 100644
--- a/kag/indexes/shards/anchor/af.jsonl
+++ b/kag/indexes/shards/anchor/af.jsonl
@@ -1,7 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:0079b797a6a01bdaf9a4099b:aoa:abyss-stack:anchor:e829b661b70070384c54acc8","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:e829b661b70070384c54acc8","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0079b797a6a01bdaf9a4099b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:a6e7e31210e40da1282ed459","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:a6e7e31210e40da1282ed459","label":"ABYSS-STACK-D-0136 Canonical KAG Cold-CAS Binding","locator":{"end_column":145,"end_line":142,"fragment":"","pointer":"","start_column":37,"start_line":142},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0136-canonical-kag-cold-cas-binding.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:142:37:0:../ABYSS-STACK-D-0136-canonical-kag-cold-cas-binding.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:f6339089bb1403383c1a069f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f6339089bb1403383c1a069f","label":"push","locator":{"end_column":35,"end_line":4811,"fragment":"","pointer":"","start_column":5,"start_line":4808},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_json_field_values.push","target_ref":"python:collected.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:collect_json_field_values.push","target_ref":"python:seen.add"}],"parser_ref":"python-ast@1","qualified_name":"collect_json_field_values.push","semantic_key":"python:method:collect_json_field_values.push","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:62981eba7784a7eaf0913418","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:62981eba7784a7eaf0913418","label":"Summary","locator":{"end_column":11,"end_line":1544,"fragment":"summary-3","pointer":"","start_column":1,"start_line":1544},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:summary-3","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:62981eba7784a7eaf0913418","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:62981eba7784a7eaf0913418","label":"Summary","locator":{"end_column":11,"end_line":1548,"fragment":"summary-3","pointer":"","start_column":1,"start_line":1548},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:summary-3","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0840386c5d09f04ce8007be9:aoa:abyss-stack:anchor:36b6dc96f9a0b0e79c80a3f2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:36b6dc96f9a0b0e79c80a3f2","label":"Minimal landing recommendation","locator":{"end_column":33,"end_line":284,"fragment":"minimal-landing-recommendation","pointer":"","start_column":1,"start_line":284},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:minimal-landing-recommendation","source_id":"aoa:abyss-stack:artifact:0840386c5d09f04ce8007be9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d48f3e8472c37d7cc80fa4d:aoa:abyss-stack:anchor:79272f8608c7e6eab01ccc12","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:79272f8608c7e6eab01ccc12","label":"test_runtime_registry_validates","locator":{"end_column":49,"end_line":34,"fragment":"","pointer":"","start_column":1,"start_line":27},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_registry_validates","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_registry_validates","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_registry_validates","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"test_runtime_registry_validates","semantic_key":"python:function:test_runtime_registry_validates","source_id":"aoa:abyss-stack:artifact:0d48f3e8472c37d7cc80fa4d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:131bfb571227e2f437d8c061:aoa:abyss-stack:anchor:b4872d356a085006ff615abf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b4872d356a085006ff615abf","label":"unexpected_encode","locator":{"end_column":85,"end_line":758,"fragment":"","pointer":"","start_column":5,"start_line":757},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_accounts_metadata_before_base64_encoding.unexpected_encode","target_ref":"python:AssertionError"}],"parser_ref":"python-ast@1","qualified_name":"test_worker_accounts_metadata_before_base64_encoding.unexpected_encode","semantic_key":"python:method:test_worker_accounts_metadata_before_base64_encoding.unexpected_encode","source_id":"aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","symbol_kind":"method"}
@@ -39,6 +39,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:575d65a2ddf2604895f05dd7:aoa:abyss-stack:anchor:6264b0834c89f18ac40ab5fb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:6264b0834c89f18ac40ab5fb","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:575d65a2ddf2604895f05dd7","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5c47c858b077bf064d53b566:aoa:abyss-stack:anchor:f2f6147363b56216cf9ab79b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f2f6147363b56216cf9ab79b","label":"_flatten_refs","locator":{"end_column":19,"end_line":442,"fragment":"","pointer":"","start_column":1,"start_line":418},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:_flatten_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:prefix.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:records.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:records.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_flatten_refs","target_ref":"python:value.items"}],"parser_ref":"python-ast@1","qualified_name":"_flatten_refs","semantic_key":"python:function:_flatten_refs","source_id":"aoa:abyss-stack:artifact:5c47c858b077bf064d53b566","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5c7f5796a7f1e7f2f99fe2d8:aoa:abyss-stack:anchor:324b2e9e75a783ab27666ee6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:324b2e9e75a783ab27666ee6","label":"_vector_map","locator":{"end_column":18,"end_line":292,"fragment":"","pointer":"","start_column":1,"start_line":269},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:GraniteRetrievalError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:GraniteRetrievalError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:GraniteRetrievalError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:GraniteRetrievalError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:GraniteRetrievalError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:math.isclose"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:math.isfinite"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:math.sqrt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_vector_map","target_ref":"python:sum"}],"parser_ref":"python-ast@1","qualified_name":"_vector_map","semantic_key":"python:function:_vector_map","source_id":"aoa:abyss-stack:artifact:5c7f5796a7f1e7f2f99fe2d8","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:8d387ff5c2a033211504b06b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8d387ff5c2a033211504b06b","label":"test_tampered_persisted_invalidation_is_not_a_query_source","locator":{"end_column":77,"end_line":2213,"fragment":"","pointer":"","start_column":5,"start_line":2186},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","target_ref":"python:restarted_runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","target_ref":"python:self.runtime.current_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_tampered_persisted_invalidation_is_not_a_query_source","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:d7769b89891300f1589e33be","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d7769b89891300f1589e33be","label":"implementation","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/implementation","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/implementation","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:18515ec2a629a05d58f7b9ed","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:18515ec2a629a05d58f7b9ed","label":"test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","locator":{"end_column":95,"end_line":953,"fragment":"","pointer":"","start_column":1,"start_line":806},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:FakeRpc"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE.run_pause"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE.run_pause"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE.run_pause"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE.run_pause"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE.run_pause"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE.run_pause"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:MODULE.run_pause"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:SimpleNamespace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:missing_goal_response.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:owner_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pause_owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pause_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pause_path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pause_path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pause_path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pause_path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","semantic_key":"python:function:test_run_pause_reconciles_reserved_mutation_after_receipt_publication_failure","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:1860e4a4c2fced0252ed9648","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1860e4a4c2fced0252ed9648","label":"produced","locator":{"end_column":25,"end_line":2634,"fragment":"","pointer":"","start_column":9,"start_line":2618},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._satisfied_runtime_requirement_ids.produced","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._satisfied_runtime_requirement_ids.produced","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._satisfied_runtime_requirement_ids.produced","target_ref":"python:exact_proofs.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._satisfied_runtime_requirement_ids.produced","target_ref":"python:expected.issubset"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._satisfied_runtime_requirement_ids.produced","target_ref":"python:path.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._satisfied_runtime_requirement_ids.produced","target_ref":"python:path.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._satisfied_runtime_requirement_ids.produced","target_ref":"python:path.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._satisfied_runtime_requirement_ids.produced","target_ref":"python:path.startswith"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._satisfied_runtime_requirement_ids.produced","semantic_key":"python:method:AgentOSRuntimeBridge._satisfied_runtime_requirement_ids.produced","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:3fb41d1ebd4b884f97dd4cfd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3fb41d1ebd4b884f97dd4cfd","label":"FederatedRunReq","locator":{"end_column":20,"end_line":280,"fragment":"","pointer":"","start_column":1,"start_line":267},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"FederatedRunReq","semantic_key":"python:class:FederatedRunReq","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"class"}
@@ -54,6 +56,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:902f3706ce7c66d07d2ad147:aoa:abyss-stack:anchor:75140e0cffc5733f66f9a04b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:75140e0cffc5733f66f9a04b","label":"AbyssMCPServer","locator":{"end_column":10,"end_line":190,"fragment":"","pointer":"","start_column":1,"start_line":120},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"AbyssMCPServer","semantic_key":"python:class:AbyssMCPServer","source_id":"aoa:abyss-stack:artifact:902f3706ce7c66d07d2ad147","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d8b1be7502659cea440bd24:aoa:abyss-stack:anchor:4cf61a2addefbb1c26c43488","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4cf61a2addefbb1c26c43488","label":"Agent OS Subprocess Runtime Adapter","locator":{"end_column":37,"end_line":1,"fragment":"agent-os-subprocess-runtime-adapter","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:agent-os-subprocess-runtime-adapter","source_id":"aoa:abyss-stack:artifact:9d8b1be7502659cea440bd24","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a098cade695650af539cd127:aoa:abyss-stack:anchor:ff3caa557477ea9bbc8292a6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ff3caa557477ea9bbc8292a6","label":"service templates","locator":{"end_column":19,"end_line":1,"fragment":"service-templates","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:service-templates","source_id":"aoa:abyss-stack:artifact:a098cade695650af539cd127","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:4db9bae5b72511ed117819bc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4db9bae5b72511ed117819bc","label":"definitions","locator":{"end_column":10,"end_line":7291,"fragment":"","pointer":"","start_column":5,"start_line":7245},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:_BoundedQueryRows"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:_state_files"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:rows.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:self._query_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:self._query_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:self._query_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.definitions","target_ref":"python:symbol.get"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.definitions","semantic_key":"python:method:LiveCodeIntelligenceRuntime.definitions","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:eb40ad8ab324f10e4a9c6bc0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:eb40ad8ab324f10e4a9c6bc0","label":"_expression_name","locator":{"end_column":16,"end_line":1749,"fragment":"","pointer":"","start_column":1,"start_line":1743},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expression_name","target_ref":"python:_expression_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expression_name","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expression_name","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"_expression_name","semantic_key":"python:function:_expression_name","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:893e00097149be20aa9df982","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:893e00097149be20aa9df982","label":"LegacyTypingRunner","locator":{"end_column":47,"end_line":436,"fragment":"","pointer":"","start_column":1,"start_line":423},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"LegacyTypingRunner","semantic_key":"python:class:LegacyTypingRunner","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a23204b594f4411ea4002314:aoa:abyss-stack:anchor:320e0c6ab2b131448a7ede2c","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:320e0c6ab2b131448a7ede2c","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a23204b594f4411ea4002314","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8:aoa:abyss-stack:anchor:c1a62c632497453f616b2f40","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c1a62c632497453f616b2f40","label":"Composition rules","locator":{"end_column":20,"end_line":25,"fragment":"composition-rules","pointer":"","start_column":1,"start_line":25},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:composition-rules","source_id":"aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/b0.jsonl b/kag/indexes/shards/anchor/b0.jsonl
index 52a90df734..0790225ba2 100644
--- a/kag/indexes/shards/anchor/b0.jsonl
+++ b/kag/indexes/shards/anchor/b0.jsonl
@@ -2,7 +2,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:01b7c344cb4d5aaa9f568497:aoa:abyss-stack:anchor:a3ad2c00e0eccc305b97bc14","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a3ad2c00e0eccc305b97bc14","label":"validate_root_design_surfaces","locator":{"end_column":71,"end_line":104,"fragment":"","pointer":"","start_column":1,"start_line":46},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:read_required"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:read_required"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:read_required"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:read_required"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:read_required"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_root_design_surfaces","target_ref":"python:read_required"}],"parser_ref":"python-ast@1","qualified_name":"validate_root_design_surfaces","semantic_key":"python:function:validate_root_design_surfaces","source_id":"aoa:abyss-stack:artifact:01b7c344cb4d5aaa9f568497","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:2578727c83c151e1205226c9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2578727c83c151e1205226c9","label":"parse_approval_status","locator":{"end_column":19,"end_line":7324,"fragment":"","pointer":"","start_column":1,"start_line":7317},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_approval_status","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_approval_status","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_approval_status","target_ref":"python:approval_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_approval_status","target_ref":"python:load_json_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_approval_status","target_ref":"python:payload.get"}],"parser_ref":"python-ast@1","qualified_name":"parse_approval_status","semantic_key":"python:function:parse_approval_status","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:064505ff57f8ab300d932d4b:aoa:abyss-stack:anchor:08bec37ef77958d53a691509","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:08bec37ef77958d53a691509","label":"test_build_edit_spec_prompt_includes_helper_excerpt_for_build_run_record_goal","locator":{"end_column":73,"end_line":216,"fragment":"","pointer":"","start_column":5,"start_line":190},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_includes_helper_excerpt_for_build_run_record_goal","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_includes_helper_excerpt_for_build_run_record_goal","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_includes_helper_excerpt_for_build_run_record_goal","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_includes_helper_excerpt_for_build_run_record_goal","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_includes_helper_excerpt_for_build_run_record_goal","target_ref":"python:self.module.build_edit_spec_prompt"}],"parser_ref":"python-ast@1","qualified_name":"GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_includes_helper_excerpt_for_build_run_record_goal","semantic_key":"python:method:GovernedRunnerEditSpecTests.test_build_edit_spec_prompt_includes_helper_excerpt_for_build_run_record_goal","source_id":"aoa:abyss-stack:artifact:064505ff57f8ab300d932d4b","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:355381375aee335297440bd3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:355381375aee335297440bd3","label":"Summary","locator":{"end_column":11,"end_line":1473,"fragment":"summary-1","pointer":"","start_column":1,"start_line":1473},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:summary-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:355381375aee335297440bd3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:355381375aee335297440bd3","label":"Summary","locator":{"end_column":11,"end_line":1477,"fragment":"summary-1","pointer":"","start_column":1,"start_line":1477},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:summary-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f2e680584c74140fcb78bc1:aoa:abyss-stack:anchor:af86d7c5455d5634f769a1d6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:af86d7c5455d5634f769a1d6","label":"initialize_tracked_git_repo","locator":{"end_column":91,"end_line":36,"fragment":"","pointer":"","start_column":1,"start_line":28},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:initialize_tracked_git_repo","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:initialize_tracked_git_repo","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:initialize_tracked_git_repo","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:initialize_tracked_git_repo","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:initialize_tracked_git_repo","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:initialize_tracked_git_repo","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:initialize_tracked_git_repo","target_ref":"python:git"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:initialize_tracked_git_repo","target_ref":"python:git"}],"parser_ref":"python-ast@1","qualified_name":"initialize_tracked_git_repo","semantic_key":"python:function:initialize_tracked_git_repo","source_id":"aoa:abyss-stack:artifact:0f2e680584c74140fcb78bc1","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f8ad385c764e91ef87891e0:aoa:abyss-stack:anchor:136489f9e0c390a748e9c1de","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:136489f9e0c390a748e9c1de","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0f8ad385c764e91ef87891e0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:10ec09e81dd97af26c6559ef:aoa:abyss-stack:anchor:1a8ca05b98467989f13b5fae","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1a8ca05b98467989f13b5fae","label":"test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","locator":{"end_column":100,"end_line":743,"fragment":"","pointer":"","start_column":1,"start_line":680},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:_load"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:_load_kag_next_runner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:candidate.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:receipt_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:receipt_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:runner._deployment_fleet_unit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","target_ref":"python:runner._deployment_fleet_unit"}],"parser_ref":"python-ast@1","qualified_name":"test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","semantic_key":"python:function:test_candidate_stable_canary_requires_raw_aoa_kag_fleet_binding","source_id":"aoa:abyss-stack:artifact:10ec09e81dd97af26c6559ef","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/b1.jsonl b/kag/indexes/shards/anchor/b1.jsonl
index f924c0476d..7db73c2f7d 100644
--- a/kag/indexes/shards/anchor/b1.jsonl
+++ b/kag/indexes/shards/anchor/b1.jsonl
@@ -45,6 +45,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:6539dca210d1e600c04ea278:aoa:abyss-stack:anchor:bf00e1a4ed1076932222078b","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:bf00e1a4ed1076932222078b","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6539dca210d1e600c04ea278","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8:aoa:abyss-stack:anchor:309fb79b2ffbb032918f2e23","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:309fb79b2ffbb032918f2e23","label":"_earliest_expiry","locator":{"end_column":62,"end_line":72,"fragment":"","pointer":"","start_column":1,"start_line":71},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_earliest_expiry","target_ref":"python:min"}],"parser_ref":"python-ast@1","qualified_name":"_earliest_expiry","semantic_key":"python:function:_earliest_expiry","source_id":"aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379:aoa:abyss-stack:anchor:1bb5c12c89a0777c9fa07c20","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1bb5c12c89a0777c9fa07c20","label":"Consequences","locator":{"end_column":15,"end_line":92,"fragment":"consequences","pointer":"","start_column":1,"start_line":92},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:477c5d7af61de7cac39585c7","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:477c5d7af61de7cac39585c7","label":"derived_owner_family_refresh","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/derived_owner_family_refresh","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/derived_owner_family_refresh","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c7359e3bb8b820f2afbb86a:aoa:abyss-stack:anchor:a3f7822115dd1de5fc05b8ce","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a3f7822115dd1de5fc05b8ce","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:6c7359e3bb8b820f2afbb86a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:dd51d5dadf4f6606ce921c78","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dd51d5dadf4f6606ce921c78","label":"_require_atomic_goal_transition","locator":{"end_column":10,"end_line":1097,"fragment":"","pointer":"","start_column":1,"start_line":1086},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_atomic_goal_transition","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_atomic_goal_transition","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_atomic_goal_transition","target_ref":"python:callable"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_atomic_goal_transition","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_require_atomic_goal_transition","target_ref":"python:getattr"}],"parser_ref":"python-ast@1","qualified_name":"_require_atomic_goal_transition","semantic_key":"python:function:_require_atomic_goal_transition","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:715237ce4acc75a62516f028:aoa:abyss-stack:anchor:3fb05f8625960adbc0e16b43","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3fb05f8625960adbc0e16b43","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:715237ce4acc75a62516f028","symbol_kind":"json_key"}
@@ -68,6 +69,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8e076d12455bf83fd5016a08:aoa:abyss-stack:anchor:fd2e179b2c00962cc87f32f6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fd2e179b2c00962cc87f32f6","label":"running_mcp_sdk_version","locator":{"end_column":84,"end_line":152,"fragment":"","pointer":"","start_column":1,"start_line":147},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:running_mcp_sdk_version","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:running_mcp_sdk_version","target_ref":"python:version"}],"parser_ref":"python-ast@1","qualified_name":"running_mcp_sdk_version","semantic_key":"python:function:running_mcp_sdk_version","source_id":"aoa:abyss-stack:artifact:8e076d12455bf83fd5016a08","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8fa1c371a39ffb674d607d97:aoa:abyss-stack:anchor:2d440c8098d4a3b6fe387c89","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2d440c8098d4a3b6fe387c89","label":"_review_template","locator":{"end_column":6,"end_line":585,"fragment":"","pointer":"","start_column":1,"start_line":529},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_review_template","semantic_key":"python:function:_review_template","source_id":"aoa:abyss-stack:artifact:8fa1c371a39ffb674d607d97","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a03500d3d527c864996efece:aoa:abyss-stack:anchor:386e1dace489426f795f0ad3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:386e1dace489426f795f0ad3","label":"fake_runner","locator":{"end_column":6,"end_line":65,"fragment":"","pointer":"","start_column":1,"start_line":21},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:fake_runner","target_ref":"python:CommandOutput"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:fake_runner","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:fake_runner","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:fake_runner","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"fake_runner","semantic_key":"python:function:fake_runner","source_id":"aoa:abyss-stack:artifact:a03500d3d527c864996efece","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:3a221f84027457a8cb3b401d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3a221f84027457a8cb3b401d","label":"open_document","locator":{"end_column":12,"end_line":3862,"fragment":"","pointer":"","start_column":5,"start_line":3846},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.open_document","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.open_document","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.open_document","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.open_document","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.open_document","target_ref":"python:self._admitted_document_content"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.open_document","target_ref":"python:self._validated_document_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.open_document","target_ref":"python:self.notify"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.open_document","target_ref":"python:text.encode"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession.open_document","semantic_key":"python:method:ManagedLspSession.open_document","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6:aoa:abyss-stack:anchor:a6cc06a2cce67283a08299de","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a6cc06a2cce67283a08299de","label":"__init__","locator":{"end_column":56,"end_line":154,"fragment":"","pointer":"","start_column":5,"start_line":130},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.__init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.__init__","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.__init__","target_ref":"python:require_supported_sdk"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.__init__","target_ref":"python:super"}],"parser_ref":"python-ast@1","qualified_name":"AbyssMCPServer.__init__","semantic_key":"python:method:AbyssMCPServer.__init__","source_id":"aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a7d71264e5968bf2a4cc74e0:aoa:abyss-stack:anchor:cc68a41d5e096334490776e6","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:cc68a41d5e096334490776e6","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a7d71264e5968bf2a4cc74e0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab302cfacfc362b003846175:aoa:abyss-stack:anchor:793e590e3e5d619a1fa38f77","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:793e590e3e5d619a1fa38f77","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:ab302cfacfc362b003846175","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/b2.jsonl b/kag/indexes/shards/anchor/b2.jsonl
index ea5120efe3..1b2b2364cd 100644
--- a/kag/indexes/shards/anchor/b2.jsonl
+++ b/kag/indexes/shards/anchor/b2.jsonl
@@ -65,6 +65,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:37fa8688c9a6ac78f3da8bed","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:37fa8688c9a6ac78f3da8bed","label":"bundle_sections_resource","locator":{"end_column":14,"end_line":250,"fragment":"","pointer":"","start_column":9,"start_line":247},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.bundle_sections_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.bundle_sections_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.bundle_sections_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.bundle_sections_resource","semantic_key":"python:method:build_server.bundle_sections_resource","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9035adedf9ee9a1b9e3834d9:aoa:abyss-stack:anchor:53a449259ae28e0725130b7d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:53a449259ae28e0725130b7d","label":"canonical_family_path","locator":{"end_column":28,"end_line":249,"fragment":"","pointer":"","start_column":5,"start_line":227},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:_provider_child_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:portable_family.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:self.provider_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:self.repo_local_index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:self.source_index_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:source_index.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState.canonical_family_path","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"AoAKagMCPState.canonical_family_path","semantic_key":"python:method:AoAKagMCPState.canonical_family_path","source_id":"aoa:abyss-stack:artifact:9035adedf9ee9a1b9e3834d9","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:965a4b7a1437a02a1f5e1293:aoa:abyss-stack:anchor:292a3651a6b3f3c26cfc7e29","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:292a3651a6b3f3c26cfc7e29","label":"processIdentity","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/processIdentity","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"processIdentity","semantic_key":"json:/$defs/processIdentity","source_id":"aoa:abyss-stack:artifact:965a4b7a1437a02a1f5e1293","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:015f792a951891a40f3501ca","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:015f792a951891a40f3501ca","label":"_current_machine_evidence","locator":{"end_column":24,"end_line":3978,"fragment":"","pointer":"","start_column":5,"start_line":3970},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._current_machine_evidence","target_ref":"python:_require_fresh_machine_health"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._current_machine_evidence","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._current_machine_evidence","semantic_key":"python:method:LiveCodeIntelligenceRuntime._current_machine_evidence","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:fdfefea2aa06372fb9891e91","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fdfefea2aa06372fb9891e91","label":"visit_Import","locator":{"end_column":33,"end_line":2000,"fragment":"","pointer":"","start_column":5,"start_line":1987},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Import","target_ref":"python:_anchor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Import","target_ref":"python:_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Import","target_ref":"python:self._relation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Import","target_ref":"python:self.generic_visit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Import","target_ref":"python:self.occurrences.append"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.visit_Import","semantic_key":"python:method:_PythonObservationVisitor.visit_Import","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:0a336f5f985cae58a326c930","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0a336f5f985cae58a326c930","label":"node_artifacts_dir","locator":{"end_column":16,"end_line":236,"fragment":"","pointer":"","start_column":1,"start_line":233},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:node_artifacts_dir","target_ref":"python:path.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:node_artifacts_dir","target_ref":"python:scenario_root"}],"parser_ref":"python-ast@1","qualified_name":"node_artifacts_dir","semantic_key":"python:function:node_artifacts_dir","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:01c7f8d1adba8a1bdb1acec6","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:01c7f8d1adba8a1bdb1acec6","label":"complexity_basis","locator":{"end_column":17,"end_line":21,"fragment":"","pointer":"/complexity_basis","start_column":1,"start_line":21},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/complexity_basis","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:45cf44d3ecc7867cdeb6a252","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:45cf44d3ecc7867cdeb6a252","label":"session evidence","locator":{"end_column":19,"end_line":781,"fragment":"session-evidence","pointer":"","start_column":1,"start_line":781},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:session-evidence","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/b4.jsonl b/kag/indexes/shards/anchor/b4.jsonl
index 44a4af9852..66d4149045 100644
--- a/kag/indexes/shards/anchor/b4.jsonl
+++ b/kag/indexes/shards/anchor/b4.jsonl
@@ -39,6 +39,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:b30a6dd91d328b4d105e40ad","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b30a6dd91d328b4d105e40ad","label":"_is_sha256_digest","locator":{"end_column":6,"end_line":305,"fragment":"","pointer":"","start_column":1,"start_line":298},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_digest","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_digest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_digest","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_digest","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_sha256_digest","target_ref":"python:value.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_is_sha256_digest","semantic_key":"python:function:_is_sha256_digest","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:63a4a7b97a68531805fad4ab:aoa:abyss-stack:anchor:d10c6e3a417cc069d0426032","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d10c6e3a417cc069d0426032","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:63a4a7b97a68531805fad4ab","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:788ddd32b6a3adb215441999","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:788ddd32b6a3adb215441999","label":"_application_version","locator":{"end_column":31,"end_line":41,"fragment":"","pointer":"","start_column":1,"start_line":40},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_application_version","semantic_key":"python:function:_application_version","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:a7d61e96599b2c025e0951be","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a7d61e96599b2c025e0951be","label":"test_lsp_launch_fails_closed_without_owner_scratch_root","locator":{"end_column":57,"end_line":1158,"fragment":"","pointer":"","start_column":5,"start_line":1132},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_fails_closed_without_owner_scratch_root","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8:aoa:abyss-stack:anchor:94592aac7e4fb719711d42cf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:94592aac7e4fb719711d42cf","label":"_stable_rollback_identity_bound","locator":{"end_column":6,"end_line":159,"fragment":"","pointer":"","start_column":1,"start_line":97},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:sdk_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:sdk_identity.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_stable_rollback_identity_bound","target_ref":"python:sdk_identity.get"}],"parser_ref":"python-ast@1","qualified_name":"_stable_rollback_identity_bound","semantic_key":"python:function:_stable_rollback_identity_bound","source_id":"aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:40b85cd8312d81f622948981","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:40b85cd8312d81f622948981","label":"image","locator":{"end_column":113,"end_line":21,"fragment":"","pointer":"/services/n8n-task-runners/image","start_column":5,"start_line":21},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n-task-runners/image","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a706f05f541b63287c084f5:aoa:abyss-stack:anchor:eac398e0fe24dbfca0e2df54","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:eac398e0fe24dbfca0e2df54","label":"Validation","locator":{"end_column":13,"end_line":58,"fragment":"validation","pointer":"","start_column":1,"start_line":58},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation","source_id":"aoa:abyss-stack:artifact:6a706f05f541b63287c084f5","symbol_kind":""}
@@ -70,6 +71,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae:aoa:abyss-stack:anchor:024536402a918a5cdd209224","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:024536402a918a5cdd209224","label":"test_doctor_doc_must_reference_split","locator":{"end_column":10,"end_line":214,"fragment":"","pointer":"","start_column":5,"start_line":186},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_doctor_doc_must_reference_split","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_doctor_doc_must_reference_split","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_doctor_doc_must_reference_split","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_doctor_doc_must_reference_split","target_ref":"python:self.validate_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_doctor_doc_must_reference_split","target_ref":"python:self.write_valid_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_doctor_doc_must_reference_split","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_doctor_doc_must_reference_split","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeHygieneContractTests.test_doctor_doc_must_reference_split","semantic_key":"python:method:RuntimeHygieneContractTests.test_doctor_doc_must_reference_split","source_id":"aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb:aoa:abyss-stack:anchor:af3805dd86762fb045948d69","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:af3805dd86762fb045948d69","label":"handle","locator":{"end_column":10,"end_line":66,"fragment":"","pointer":"","start_column":5,"start_line":44},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:headers.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:key.lower"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:line.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:self.rfile.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:self.rfile.readline"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:self.rfile.readline"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:self.wfile.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_EmbeddingHandler.handle","target_ref":"python:value.strip"}],"parser_ref":"python-ast@1","qualified_name":"_EmbeddingHandler.handle","semantic_key":"python:method:_EmbeddingHandler.handle","source_id":"aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:d612f265733bcb66eac207d0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d612f265733bcb66eac207d0","label":"EphemeralWorkerError","locator":{"end_column":71,"end_line":38,"fragment":"","pointer":"","start_column":1,"start_line":37},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"EphemeralWorkerError","semantic_key":"python:class:EphemeralWorkerError","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"class"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:8253d26f1d02265d6ac23e27","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8253d26f1d02265d6ac23e27","label":"_digest_payload","locator":{"end_column":65,"end_line":486,"fragment":"","pointer":"","start_column":1,"start_line":485},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_payload","target_ref":"python:_canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest_payload","target_ref":"python:_digest_bytes"}],"parser_ref":"python-ast@1","qualified_name":"_digest_payload","semantic_key":"python:function:_digest_payload","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:7d84790950812cb9eabe80d8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7d84790950812cb9eabe80d8","label":"ArtifactValidateFailureRunner","locator":{"end_column":47,"end_line":516,"fragment":"","pointer":"","start_column":1,"start_line":499},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"ArtifactValidateFailureRunner","semantic_key":"python:class:ArtifactValidateFailureRunner","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:b1a8917c192e52e045634195","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b1a8917c192e52e045634195","label":"test_read_resource_and_effectful_recall_denial","locator":{"end_column":79,"end_line":664,"fragment":"","pointer":"","start_column":1,"start_line":654},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_resource_and_effectful_recall_denial","target_ref":"python:FakeRunner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_resource_and_effectful_recall_denial","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_resource_and_effectful_recall_denial","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_resource_and_effectful_recall_denial","target_ref":"python:state.read_resource"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_resource_and_effectful_recall_denial","target_ref":"python:state.recall"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_resource_and_effectful_recall_denial","target_ref":"python:state_with_fake"}],"parser_ref":"python-ast@1","qualified_name":"test_read_resource_and_effectful_recall_denial","semantic_key":"python:function:test_read_resource_and_effectful_recall_denial","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8:aoa:abyss-stack:anchor:c08902f45671b974a93c6a2b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c08902f45671b974a93c6a2b","label":"Directory contract","locator":{"end_column":21,"end_line":17,"fragment":"directory-contract","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:directory-contract","source_id":"aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/b5.jsonl b/kag/indexes/shards/anchor/b5.jsonl
index 0fb126d05f..f937722926 100644
--- a/kag/indexes/shards/anchor/b5.jsonl
+++ b/kag/indexes/shards/anchor/b5.jsonl
@@ -54,6 +54,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9905c34186b451f06489c26e:aoa:abyss-stack:anchor:8183536ab5c9823c1fe6528a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8183536ab5c9823c1fe6528a","label":"test_observation_is_one_shot_and_cost_aware","locator":{"end_column":34,"end_line":278,"fragment":"","pointer":"","start_column":1,"start_line":260},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_is_one_shot_and_cost_aware","target_ref":"python:MODULE.observe_once"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_is_one_shot_and_cost_aware","target_ref":"python:_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_observation_is_one_shot_and_cost_aware","target_ref":"python:observation"}],"parser_ref":"python-ast@1","qualified_name":"test_observation_is_one_shot_and_cost_aware","semantic_key":"python:function:test_observation_is_one_shot_and_cost_aware","source_id":"aoa:abyss-stack:artifact:9905c34186b451f06489c26e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262:aoa:abyss-stack:anchor:39b1b20d276ce39113b0b37a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:39b1b20d276ce39113b0b37a","label":"Avoid For","locator":{"end_column":12,"end_line":15,"fragment":"avoid-for","pointer":"","start_column":1,"start_line":15},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:avoid-for","source_id":"aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d8b1be7502659cea440bd24:aoa:abyss-stack:anchor:8052fec6d23306eea4e0b385","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8052fec6d23306eea4e0b385","label":"Options considered","locator":{"end_column":21,"end_line":30,"fragment":"options-considered","pointer":"","start_column":1,"start_line":30},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:9d8b1be7502659cea440bd24","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:06a570798ad8f26dccc3f6bf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:06a570798ad8f26dccc3f6bf","label":"_read_json","locator":{"end_column":56,"end_line":643,"fragment":"","pointer":"","start_column":1,"start_line":636},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_json","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_json","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_json","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_json","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"_read_json","semantic_key":"python:function:_read_json","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:4a55eb684b281660791e9db6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4a55eb684b281660791e9db6","label":"_observation_is_well_formed","locator":{"end_column":20,"end_line":5306,"fragment":"","pointer":"","start_column":5,"start_line":5057},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:_anchor_is_well_formed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:_anchor_is_well_formed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:_anchor_is_well_formed"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:_module_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:_symbol_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:_unresolved_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:definition.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:expected_relation_id.removeprefix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:occurrence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:qualified_name.rsplit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:relation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:relation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:relation_ids.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:source.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:symbol.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:symbol_ids.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:symbols_by_id.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._observation_is_well_formed","target_ref":"python:target.get"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._observation_is_well_formed","semantic_key":"python:method:LiveCodeIntelligenceRuntime._observation_is_well_formed","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a31465c53e46ca5ec784317e:aoa:abyss-stack:anchor:1a13bf2ee1fe13cea30a6fc6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1a13bf2ee1fe13cea30a6fc6","label":"_organ_read_unit_exec_start_binding","locator":{"end_column":6,"end_line":27,"fragment":"","pointer":"","start_column":1,"start_line":19},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_organ_read_unit_exec_start_binding","semantic_key":"python:function:_organ_read_unit_exec_start_binding","source_id":"aoa:abyss-stack:artifact:a31465c53e46ca5ec784317e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:da8f5f0a44b13481c8f4565e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:da8f5f0a44b13481c8f4565e","label":"theme_ref","locator":{"end_column":13,"end_line":8,"fragment":"","pointer":"/theme_ref","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/theme_ref","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:0d8d100b966423a738988ef6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0d8d100b966423a738988ef6","label":"milestone_gate","locator":{"end_column":10,"end_line":2301,"fragment":"","pointer":"","start_column":5,"start_line":2177},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:approval_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:finalize_rejected_case"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:forced_pause_seen.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:interpret_approval_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:w5_report_artifact_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:write_approval_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:write_approval_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:write_interrupt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.milestone_gate","target_ref":"python:write_interrupt"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.milestone_gate","semantic_key":"python:method:build_graph.milestone_gate","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/b6.jsonl b/kag/indexes/shards/anchor/b6.jsonl
index b03022e888..6404908199 100644
--- a/kag/indexes/shards/anchor/b6.jsonl
+++ b/kag/indexes/shards/anchor/b6.jsonl
@@ -41,6 +41,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:55e626890e309e964e35341a:aoa:abyss-stack:anchor:fe6de13278e151881595db47","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:fe6de13278e151881595db47","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:55e626890e309e964e35341a","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:653bbecb0a9960dbb833d81f:aoa:abyss-stack:anchor:0ecb510dc04d1275aa9c56f6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0ecb510dc04d1275aa9c56f6","label":"PolicyIdentity","locator":{"end_column":15,"end_line":30,"fragment":"","pointer":"","start_column":1,"start_line":27},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyIdentity","target_ref":"python:dataclass"}],"parser_ref":"python-ast@1","qualified_name":"PolicyIdentity","semantic_key":"python:class:PolicyIdentity","source_id":"aoa:abyss-stack:artifact:653bbecb0a9960dbb833d81f","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:563c1fcf536b04b2b3bba811","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:563c1fcf536b04b2b3bba811","label":"rag_resource","locator":{"end_column":95,"end_line":190,"fragment":"","pointer":"","start_column":5,"start_line":189},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.rag_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.rag_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.rag_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.rag_resource","semantic_key":"python:method:build_server.rag_resource","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:98b601cf2f18551cca3c2c5f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:98b601cf2f18551cca3c2c5f","label":"test_package_level_relative_imports_invalidate_their_importers","locator":{"end_column":10,"end_line":1647,"fragment":"","pointer":"","start_column":5,"start_line":1632},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_package_level_relative_imports_invalidate_their_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_package_level_relative_imports_invalidate_their_importers","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_package_level_relative_imports_invalidate_their_importers","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_package_level_relative_imports_invalidate_their_importers","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_package_level_relative_imports_invalidate_their_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_package_level_relative_imports_invalidate_their_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_package_level_relative_imports_invalidate_their_importers","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_package_level_relative_imports_invalidate_their_importers","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_package_level_relative_imports_invalidate_their_importers","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_package_level_relative_imports_invalidate_their_importers","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:69a5dc57095a5041045b42e0:aoa:abyss-stack:anchor:94ac5171cf354e2c75c62efa","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:94ac5171cf354e2c75c62efa","label":"surface_kind","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/surface_kind","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/surface_kind","source_id":"aoa:abyss-stack:artifact:69a5dc57095a5041045b42e0","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:c12282c10a9afb44ee04cc73","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c12282c10a9afb44ee04cc73","label":"test_return_route_dispatches_only_its_digest_bound_inputs","locator":{"end_column":6,"end_line":1552,"fragment":"","pointer":"","start_column":1,"start_line":1492},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:MODULE.command_return_route"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:SimpleNamespace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:handoff_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:handoff_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:holder_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:holder_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:owner_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:owner_path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:route_path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_dispatches_only_its_digest_bound_inputs","target_ref":"python:validate"}],"parser_ref":"python-ast@1","qualified_name":"test_return_route_dispatches_only_its_digest_bound_inputs","semantic_key":"python:function:test_return_route_dispatches_only_its_digest_bound_inputs","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:72b77d50a1f842eb5383422f:aoa:abyss-stack:anchor:5684308a92be9ab9336a18b3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5684308a92be9ab9336a18b3","label":"Process contours","locator":{"end_column":19,"end_line":73,"fragment":"process-contours","pointer":"","start_column":1,"start_line":73},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:process-contours","source_id":"aoa:abyss-stack:artifact:72b77d50a1f842eb5383422f","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/b7.jsonl b/kag/indexes/shards/anchor/b7.jsonl
index f1fbe3c468..bcb3d5546d 100644
--- a/kag/indexes/shards/anchor/b7.jsonl
+++ b/kag/indexes/shards/anchor/b7.jsonl
@@ -1,6 +1,6 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:4eca31e203aeb448fcabfb63","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4eca31e203aeb448fcabfb63","label":"run_w2_preflight","locator":{"end_column":51,"end_line":4033,"fragment":"","pointer":"","start_column":1,"start_line":4032},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w2_preflight","target_ref":"python:run_supervised_route_preflight"}],"parser_ref":"python-ast@1","qualified_name":"run_w2_preflight","semantic_key":"python:function:run_w2_preflight","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:9a87cc30bb75c57935125e4e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9a87cc30bb75c57935125e4e","label":"build_text_excerpt","locator":{"end_column":6,"end_line":2564,"fragment":"","pointer":"","start_column":1,"start_line":2545},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_text_excerpt","target_ref":"python:excerpt.rsplit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_text_excerpt","target_ref":"python:full_text.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_text_excerpt","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_text_excerpt","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_text_excerpt","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_text_excerpt","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"build_text_excerpt","semantic_key":"python:function:build_text_excerpt","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:dfc10e7ff6bf280253faff41","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:dfc10e7ff6bf280253faff41","label":"Changed","locator":{"end_column":11,"end_line":798,"fragment":"changed","pointer":"","start_column":1,"start_line":798},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:dfc10e7ff6bf280253faff41","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:dfc10e7ff6bf280253faff41","label":"Changed","locator":{"end_column":11,"end_line":802,"fragment":"changed","pointer":"","start_column":1,"start_line":802},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0bc36cfb0e7dc323313fb8a8:aoa:abyss-stack:anchor:93749bd5e5f6279c132810af","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:93749bd5e5f6279c132810af","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:0bc36cfb0e7dc323313fb8a8","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f2e680584c74140fcb78bc1:aoa:abyss-stack:anchor:a2c4de61f3021dadbd864ee7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a2c4de61f3021dadbd864ee7","label":"test_workspace_decision_graph_keeps_surface_only_repos_visible","locator":{"end_column":73,"end_line":373,"fragment":"","pointer":"","start_column":1,"start_line":356},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_workspace_decision_graph_keeps_surface_only_repos_visible","target_ref":"python:decisions.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_workspace_decision_graph_keeps_surface_only_repos_visible","target_ref":"python:workspace_graph.build_workspace_graph"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_workspace_decision_graph_keeps_surface_only_repos_visible","target_ref":"python:workspace_graph.collect_workspace_decision_inputs"}],"parser_ref":"python-ast@1","qualified_name":"test_workspace_decision_graph_keeps_surface_only_repos_visible","semantic_key":"python:function:test_workspace_decision_graph_keeps_surface_only_repos_visible","source_id":"aoa:abyss-stack:artifact:0f2e680584c74140fcb78bc1","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36:aoa:abyss-stack:anchor:45097d513b223d46b92e5fbd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:45097d513b223d46b92e5fbd","label":"_sha256_bytes","locator":{"end_column":44,"end_line":124,"fragment":"","pointer":"","start_column":1,"start_line":123},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sha256_bytes","target_ref":"python:hashlib.sha256"}],"parser_ref":"python-ast@1","qualified_name":"_sha256_bytes","semantic_key":"python:function:_sha256_bytes","source_id":"aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36","symbol_kind":"function"}
@@ -30,6 +30,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:60b3a32a682a42cd8653c0cc:aoa:abyss-stack:anchor:5315758e1fb9e7f31a88746f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5315758e1fb9e7f31a88746f","label":"Diagnose Wrapper","locator":{"end_column":18,"end_line":1,"fragment":"diagnose-wrapper","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:diagnose-wrapper","source_id":"aoa:abyss-stack:artifact:60b3a32a682a42cd8653c0cc","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:635296c34b56b53915a261c9:aoa:abyss-stack:anchor:8d44c29c2771edea296e19ff","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8d44c29c2771edea296e19ff","label":"Next route","locator":{"end_column":14,"end_line":50,"fragment":"next-route","pointer":"","start_column":1,"start_line":50},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:next-route","source_id":"aoa:abyss-stack:artifact:635296c34b56b53915a261c9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:a5d91e98a6815ddd7c78d3ba","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a5d91e98a6815ddd7c78d3ba","label":"changes_latest_resource","locator":{"end_column":99,"end_line":202,"fragment":"","pointer":"","start_column":5,"start_line":201},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.changes_latest_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.changes_latest_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.changes_latest_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.changes_latest_resource","semantic_key":"python:method:build_server.changes_latest_resource","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:604d9e4e65305c4ffaada4f2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:604d9e4e65305c4ffaada4f2","label":"historical_trust_cli_args","locator":{"end_column":10,"end_line":84,"fragment":"","pointer":"","start_column":5,"start_line":78},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.historical_trust_cli_args","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.historical_trust_cli_args","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.historical_trust_cli_args","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.historical_trust_cli_args","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:e6b0e32d362ef0c07dde47dc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e6b0e32d362ef0c07dde47dc","label":"test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","locator":{"end_column":77,"end_line":1875,"fragment":"","pointer":"","start_column":5,"start_line":1841},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb:aoa:abyss-stack:anchor:7586102bae3dadf5a6fbc202","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7586102bae3dadf5a6fbc202","label":"package","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/package","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/package","source_id":"aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67fe99d76a6342f974c26385:aoa:abyss-stack:anchor:821ae4ee4ffa04849be8f5af","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:821ae4ee4ffa04849be8f5af","label":"private_evidence","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/private_evidence","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/private_evidence","source_id":"aoa:abyss-stack:artifact:67fe99d76a6342f974c26385","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b5553ecdb5136ed27e16cb6:aoa:abyss-stack:anchor:c315b281dd613dbd2b6e6b61","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c315b281dd613dbd2b6e6b61","label":"description","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/description","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/description","source_id":"aoa:abyss-stack:artifact:6b5553ecdb5136ed27e16cb6","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/b8.jsonl b/kag/indexes/shards/anchor/b8.jsonl
index 2f1aba9524..afe0991e0c 100644
--- a/kag/indexes/shards/anchor/b8.jsonl
+++ b/kag/indexes/shards/anchor/b8.jsonl
@@ -56,6 +56,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:9b93ef8e23abe603a997c9f3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9b93ef8e23abe603a997c9f3","label":"run_read_only_scenario","locator":{"end_column":124,"end_line":1341,"fragment":"","pointer":"","start_column":1,"start_line":1029},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_blocked_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_blocked_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_blocked_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_blocked_qwen_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_blocked_qwen_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_w2_evidence_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_w2_judge_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_w2_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.execute_w2_actions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.parse_w2_answer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.parse_w2_judge"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.render_w2_grounding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.render_w2_prompt_grounding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.resolve_w2_source_entries"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.run_qwen_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.run_qwen_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.score_w2_case"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.w2_boundary_note"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.w2_boundary_note"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.w2_boundary_note"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:command_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:finalize_case_with_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:finalize_case_with_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:finalize_case_with_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:judge_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:judge_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:judge_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:judge_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:judge_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:observed_failures.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:observed_failures.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:observed_failures.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:parse_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:parse_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:parse_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:parse_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:w5_report_artifact_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"run_read_only_scenario","semantic_key":"python:function:run_read_only_scenario","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:a8ddd35a440838c54ea7d504","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a8ddd35a440838c54ea7d504","label":"comparison_spine_resource","locator":{"end_column":14,"end_line":485,"fragment":"","pointer":"","start_column":9,"start_line":480},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.comparison_spine_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.comparison_spine_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.comparison_spine_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.comparison_spine_resource","semantic_key":"python:method:build_server.comparison_spine_resource","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:cfd7a9add0ad8852d231135d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cfd7a9add0ad8852d231135d","label":"_public_safe_status","locator":{"end_column":18,"end_line":494,"fragment":"","pointer":"","start_column":1,"start_line":435},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:_status_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:dict.fromkeys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:failure_codes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:failure_codes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:failure_codes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:failure_codes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:receipt.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_safe_status","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_public_safe_status","semantic_key":"python:function:_public_safe_status","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:d089177133984f19ebf10f2e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d089177133984f19ebf10f2e","label":"machine_evidence_gate_digest","locator":{"end_column":37,"end_line":860,"fragment":"","pointer":"","start_column":1,"start_line":851},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:machine_evidence_gate_digest","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:machine_evidence_gate_digest","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:machine_evidence_gate_digest","target_ref":"python:unsigned.pop"}],"parser_ref":"python-ast@1","qualified_name":"machine_evidence_gate_digest","semantic_key":"python:function:machine_evidence_gate_digest","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:3305c84df7919cbe9a55e3bd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3305c84df7919cbe9a55e3bd","label":"__call__","locator":{"end_column":47,"end_line":472,"fragment":"","pointer":"","start_column":5,"start_line":456},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoryPressureWatchRunner.__call__","target_ref":"python:CommandOutput"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoryPressureWatchRunner.__call__","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoryPressureWatchRunner.__call__","target_ref":"python:self.calls.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoryPressureWatchRunner.__call__","target_ref":"python:super"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:MemoryPressureWatchRunner.__call__","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"MemoryPressureWatchRunner.__call__","semantic_key":"python:method:MemoryPressureWatchRunner.__call__","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:54664a3a236b53bc0f7a6b60","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:54664a3a236b53bc0f7a6b60","label":"load_json","locator":{"end_column":56,"end_line":268,"fragment":"","pointer":"","start_column":1,"start_line":267},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"load_json","semantic_key":"python:function:load_json","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:c9896820b18213470f2fcc72","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:c9896820b18213470f2fcc72","label":"\"-c\"","locator":{"end_column":12,"end_line":43,"fragment":"","pointer":"/services/postgres/command/5","start_column":7,"start_line":43},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/command/5","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/b97.jsonl b/kag/indexes/shards/anchor/b97.jsonl
index a80d43e7ba..204945a680 100644
--- a/kag/indexes/shards/anchor/b97.jsonl
+++ b/kag/indexes/shards/anchor/b97.jsonl
@@ -1,3 +1,4 @@
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:7fdb8d2100d11eb8001472e9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7fdb8d2100d11eb8001472e9","label":"test_parser_resource_failures_degrade_without_masking_other_errors","locator":{"end_column":10,"end_line":1574,"fragment":"","pointer":"","start_column":5,"start_line":1553},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","target_ref":"python:mock.patch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","target_ref":"python:mock.patch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_parser_resource_failures_degrade_without_masking_other_errors","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:93bafdcb11c10717d65eff58:aoa:abyss-stack:anchor:d20f71cf511ce8685cf1cf47","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d20f71cf511ce8685cf1cf47","label":"services","locator":{"end_column":9,"end_line":1,"fragment":"","pointer":"/services","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services","source_id":"aoa:abyss-stack:artifact:93bafdcb11c10717d65eff58","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:28a53dc50b7651c6f7e1f3eb","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:28a53dc50b7651c6f7e1f3eb","label":"ABYSS-STACK-D-0069 ToS Corpus MCP Access Plane","locator":{"end_column":105,"end_line":135,"fragment":"","pointer":"","start_column":3,"start_line":135},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:federationread-model","target_ref":"../ABYSS-STACK-D-0069-tos-corpus-mcp-access-plane.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:135:3:0:../ABYSS-STACK-D-0069-tos-corpus-mcp-access-plane.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:b2d4c8cd10a49b43a30b8075:aoa:abyss-stack:anchor:ad977849155c87175cbf87f3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ad977849155c87175cbf87f3","label":"Gates","locator":{"end_column":8,"end_line":45,"fragment":"gates","pointer":"","start_column":1,"start_line":45},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:gates","source_id":"aoa:abyss-stack:artifact:b2d4c8cd10a49b43a30b8075","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/b9c.jsonl b/kag/indexes/shards/anchor/b9c.jsonl
index 42a5c3caa7..ecfcfb2d1d 100644
--- a/kag/indexes/shards/anchor/b9c.jsonl
+++ b/kag/indexes/shards/anchor/b9c.jsonl
@@ -1,3 +1,4 @@
+{"_key":"anchor:aoa:abyss-stack:artifact:3e577d548e95db372813e2a1:aoa:abyss-stack:anchor:2f89c34f384529acf1323f60","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2f89c34f384529acf1323f60","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:41d2ee0399db9f1a62134938:aoa:abyss-stack:anchor:28cae27d1b71145f4e18a299","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:28cae27d1b71145f4e18a299","label":"case_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/case_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/case_id","source_id":"aoa:abyss-stack:artifact:41d2ee0399db9f1a62134938","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5d25e239b95780ab137141e8:aoa:abyss-stack:anchor:49ccdbed941ee36bfe9b99bc","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:49ccdbed941ee36bfe9b99bc","label":"sync-wrapper","locator":{"end_column":41,"end_line":10,"fragment":"","pointer":"","start_column":3,"start_line":10},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:federation-seams-parts","target_ref":"sync-wrapper/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:10:3:0:sync-wrapper/README.md","source_id":"aoa:abyss-stack:artifact:5d25e239b95780ab137141e8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:795992a5745bace0747ef607:aoa:abyss-stack:anchor:180d5021799965fdf12f7dce","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:180d5021799965fdf12f7dce","label":"_enum_value","locator":{"end_column":49,"end_line":575,"fragment":"","pointer":"","start_column":1,"start_line":573},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_enum_value","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_enum_value","semantic_key":"python:function:_enum_value","source_id":"aoa:abyss-stack:artifact:795992a5745bace0747ef607","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/ba.jsonl b/kag/indexes/shards/anchor/ba.jsonl
index a5bf5b41f1..043773c0b0 100644
--- a/kag/indexes/shards/anchor/ba.jsonl
+++ b/kag/indexes/shards/anchor/ba.jsonl
@@ -34,6 +34,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:60aeecd638520af8778777c7:aoa:abyss-stack:anchor:b07fb01ec03188cd30221b30","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b07fb01ec03188cd30221b30","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:60aeecd638520af8778777c7","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:23bf768fb34e87477cd05cf4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:23bf768fb34e87477cd05cf4","label":"machine_brief","locator":{"end_column":10,"end_line":215,"fragment":"","pointer":"","start_column":5,"start_line":209},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.machine_brief","target_ref":"python:mcp.prompt"}],"parser_ref":"python-ast@1","qualified_name":"build_server.machine_brief","semantic_key":"python:method:build_server.machine_brief","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:c50c99adfcbfe83df1036279","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c50c99adfcbfe83df1036279","label":"abyss_machine_surface","locator":{"end_column":10,"end_line":120,"fragment":"","pointer":"","start_column":5,"start_line":86},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.abyss_machine_surface","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.abyss_machine_surface","target_ref":"python:mcp.tool"}],"parser_ref":"python-ast@1","qualified_name":"build_server.abyss_machine_surface","semantic_key":"python:method:build_server.abyss_machine_surface","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:52134437092b59bb799eb50f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:52134437092b59bb799eb50f","label":"test_incompatible_last_good_is_not_used_after_config_drift","locator":{"end_column":80,"end_line":2152,"fragment":"","pointer":"","start_column":5,"start_line":2138},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:LiveCodeIntelligenceRuntime"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:drifted_runtime.definitions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:drifted_runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:drifted_runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_incompatible_last_good_is_not_used_after_config_drift","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:1e9c344b56fee6b3939987d5","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:1e9c344b56fee6b3939987d5","label":"verification","locator":{"end_column":17,"end_line":25,"fragment":"","pointer":"/complexity_basis/verification","start_column":3,"start_line":25},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/complexity_basis/verification","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2582034fe38a570dd1d2a3:aoa:abyss-stack:anchor:01411c7dc4938201f7ebe103","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:01411c7dc4938201f7ebe103","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:6d2582034fe38a570dd1d2a3","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:c0702ae69e2c43d8549b3194","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c0702ae69e2c43d8549b3194","label":"set_timeout","locator":{"end_column":44,"end_line":591,"fragment":"","pointer":"","start_column":5,"start_line":586},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc.set_timeout","target_ref":"python:self.socket.settimeout"}],"parser_ref":"python-ast@1","qualified_name":"UnixWebSocketRpc.set_timeout","semantic_key":"python:method:UnixWebSocketRpc.set_timeout","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/bb.jsonl b/kag/indexes/shards/anchor/bb.jsonl
index 741bdb72f1..a7d8933d7d 100644
--- a/kag/indexes/shards/anchor/bb.jsonl
+++ b/kag/indexes/shards/anchor/bb.jsonl
@@ -12,7 +12,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:1261ac0a03d3093955b8f2ce:aoa:abyss-stack:anchor:ba42a603e9a0bf5486be095f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ba42a603e9a0bf5486be095f","label":"Rationale","locator":{"end_column":12,"end_line":46,"fragment":"rationale","pointer":"","start_column":1,"start_line":46},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:1261ac0a03d3093955b8f2ce","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:13b0e168d44a435917e76550:aoa:abyss-stack:anchor:3c04840f7b0794187e63fa33","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3c04840f7b0794187e63fa33","label":"Follow-up route","locator":{"end_column":18,"end_line":70,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":70},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:13b0e168d44a435917e76550","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:172e98739cc33f1954720630:aoa:abyss-stack:anchor:5dcd2d3bcf44f7b25cd28c48","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:5dcd2d3bcf44f7b25cd28c48","label":"rmcp_tasks_pair_digest","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/rmcp_tasks_pair_digest","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/rmcp_tasks_pair_digest","source_id":"aoa:abyss-stack:artifact:172e98739cc33f1954720630","symbol_kind":"json_key"}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:7ba807df4c84af055a9c157f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7ba807df4c84af055a9c157f","label":"active_schema_paths","locator":{"end_column":25,"end_line":407,"fragment":"","pointer":"","start_column":1,"start_line":399},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_schema_paths","target_ref":"python:REPO_ROOT.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_schema_paths","target_ref":"python:path.name.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_schema_paths","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_schema_paths","target_ref":"python:paths.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_schema_paths","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"active_schema_paths","semantic_key":"python:function:active_schema_paths","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:7ba807df4c84af055a9c157f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7ba807df4c84af055a9c157f","label":"active_schema_paths","locator":{"end_column":25,"end_line":419,"fragment":"","pointer":"","start_column":1,"start_line":411},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_schema_paths","target_ref":"python:REPO_ROOT.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_schema_paths","target_ref":"python:path.name.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_schema_paths","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_schema_paths","target_ref":"python:paths.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_schema_paths","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"active_schema_paths","semantic_key":"python:function:active_schema_paths","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1d7dfe971174a0154a138980:aoa:abyss-stack:anchor:cbe8caab6533f942ca11a457","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cbe8caab6533f942ca11a457","label":"test_cli_routes_bounded_selection_only_to_paddle_ocr","locator":{"end_column":62,"end_line":899,"fragment":"","pointer":"","start_column":1,"start_line":865},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_bounded_selection_only_to_paddle_ocr","target_ref":"python:lab.main"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_bounded_selection_only_to_paddle_ocr","target_ref":"python:lab.main"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_bounded_selection_only_to_paddle_ocr","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_bounded_selection_only_to_paddle_ocr","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_bounded_selection_only_to_paddle_ocr","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_bounded_selection_only_to_paddle_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_bounded_selection_only_to_paddle_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_bounded_selection_only_to_paddle_ocr","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_cli_routes_bounded_selection_only_to_paddle_ocr","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_cli_routes_bounded_selection_only_to_paddle_ocr","semantic_key":"python:function:test_cli_routes_bounded_selection_only_to_paddle_ocr","source_id":"aoa:abyss-stack:artifact:1d7dfe971174a0154a138980","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1dbb30958e1bf1da998293a0:aoa:abyss-stack:anchor:8ea81f3e77ee6c3747a6ebfb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8ea81f3e77ee6c3747a6ebfb","label":"_read_json","locator":{"end_column":20,"end_line":77,"fragment":"","pointer":"","start_column":1,"start_line":71},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_json","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_json","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"_read_json","semantic_key":"python:function:_read_json","source_id":"aoa:abyss-stack:artifact:1dbb30958e1bf1da998293a0","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:20453143f58f11868bffb84e:aoa:abyss-stack:anchor:e11286d1e8b333d64682f2b7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e11286d1e8b333d64682f2b7","label":"load_module","locator":{"end_column":18,"end_line":36,"fragment":"","pointer":"","start_column":1,"start_line":31},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.util.module_from_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:importlib.util.spec_from_file_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_module","target_ref":"python:spec.loader.exec_module"}],"parser_ref":"python-ast@1","qualified_name":"load_module","semantic_key":"python:function:load_module","source_id":"aoa:abyss-stack:artifact:20453143f58f11868bffb84e","symbol_kind":"function"}
@@ -66,6 +66,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f:aoa:abyss-stack:anchor:4f8d799f4f811f88756586ec","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4f8d799f4f811f88756586ec","label":"lexical_targets","locator":{"end_column":17,"end_line":235,"fragment":"","pointer":"","start_column":1,"start_line":224},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:lexical_targets","target_ref":"python:connection.execute"}],"parser_ref":"python-ast@1","qualified_name":"lexical_targets","semantic_key":"python:function:lexical_targets","source_id":"aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f:aoa:abyss-stack:anchor:22a65fef3169c3b548ecb866","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:22a65fef3169c3b548ecb866","label":"2026-08-25 - Review repair for commit target and manifest content binding","locator":{"end_column":76,"end_line":85,"fragment":"2026-08-25-review-repair-for-commit-target-and-manifest-content-binding","pointer":"","start_column":1,"start_line":85},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-08-25-review-repair-for-commit-target-and-manifest-content-binding","source_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9edc65641fd1beee514b461a:aoa:abyss-stack:anchor:0aabd22e97df839f760434e2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0aabd22e97df839f760434e2","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:9edc65641fd1beee514b461a","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:4a3e1fbc68c74f547a16610f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4a3e1fbc68c74f547a16610f","label":"__len__","locator":{"end_column":34,"end_line":241,"fragment":"","pointer":"","start_column":5,"start_line":240},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_AuthenticatedMachineEvidence.__len__","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_AuthenticatedMachineEvidence.__len__","semantic_key":"python:method:_AuthenticatedMachineEvidence.__len__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:c4fd7276fb409ae631c8ce27","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c4fd7276fb409ae631c8ce27","label":"refresh","locator":{"end_column":25,"end_line":6558,"fragment":"","pointer":"","start_column":5,"start_line":6555},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.refresh","target_ref":"python:self._refresh_lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.refresh","target_ref":"python:self._refresh_with_operation"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.refresh","semantic_key":"python:method:LiveCodeIntelligenceRuntime.refresh","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:c9b6e40754757fe2e5171b97","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c9b6e40754757fe2e5171b97","label":"_validate_request_uri","locator":{"end_column":14,"end_line":2925,"fragment":"","pointer":"","start_column":5,"start_line":2914},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_uri","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_uri","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_uri","target_ref":"python:_file_uri_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_uri","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_uri","target_ref":"python:path.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validate_request_uri","target_ref":"python:path.relative_to"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._validate_request_uri","semantic_key":"python:method:ManagedLspSession._validate_request_uri","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:636b735344b8285b2cdbb0a2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:636b735344b8285b2cdbb0a2","label":"custom_repo_root","locator":{"end_column":44,"end_line":554,"fragment":"","pointer":"","start_column":5,"start_line":553},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:patched_repo_root_for_w5.custom_repo_root","target_ref":"python:repo_root_for_scenario"}],"parser_ref":"python-ast@1","qualified_name":"patched_repo_root_for_w5.custom_repo_root","semantic_key":"python:method:patched_repo_root_for_w5.custom_repo_root","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41:aoa:abyss-stack:anchor:73a3f187e75f89b0eb10c3a9","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:73a3f187e75f89b0eb10c3a9","label":"Relationship to runtime benchmarks","locator":{"end_column":37,"end_line":273,"fragment":"relationship-to-runtime-benchmarks","pointer":"","start_column":1,"start_line":273},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:relationship-to-runtime-benchmarks","source_id":"aoa:abyss-stack:artifact:a5a4f4a6c15bfc3416d14e41","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:7ee66e839298a86c6ad92a68","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:7ee66e839298a86c6ad92a68","label":"wrapper_class","locator":{"end_column":21,"end_line":18,"fragment":"","pointer":"/wrapper_class","start_column":1,"start_line":18},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/wrapper_class","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/bc.jsonl b/kag/indexes/shards/anchor/bc.jsonl
index ee8dd525d1..d380b93f0c 100644
--- a/kag/indexes/shards/anchor/bc.jsonl
+++ b/kag/indexes/shards/anchor/bc.jsonl
@@ -6,7 +6,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:1261ac0a03d3093955b8f2ce:aoa:abyss-stack:anchor:2a1dc901f0c97d3435fa1f31","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:2a1dc901f0c97d3435fa1f31","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:1261ac0a03d3093955b8f2ce","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:131bfb571227e2f437d8c061:aoa:abyss-stack:anchor:75ee34c4065677aa1216deeb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:75ee34c4065677aa1216deeb","label":"test_result_intake_normalizes_unencodable_text_to_worker_error","locator":{"end_column":49,"end_line":334,"fragment":"","pointer":"","start_column":1,"start_line":332},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_result_intake_normalizes_unencodable_text_to_worker_error","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_result_intake_normalizes_unencodable_text_to_worker_error","target_ref":"python:validate_ephemeral_read_result"}],"parser_ref":"python-ast@1","qualified_name":"test_result_intake_normalizes_unencodable_text_to_worker_error","semantic_key":"python:function:test_result_intake_normalizes_unencodable_text_to_worker_error","source_id":"aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36:aoa:abyss-stack:anchor:9bda3c9a4971bb8eb19aa642","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9bda3c9a4971bb8eb19aa642","label":"handle_data","locator":{"end_column":37,"end_line":74,"fragment":"","pointer":"","start_column":5,"start_line":72},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_VisibleTextParser.handle_data","target_ref":"python:self._parts.append"}],"parser_ref":"python-ast@1","qualified_name":"_VisibleTextParser.handle_data","semantic_key":"python:method:_VisibleTextParser.handle_data","source_id":"aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:dfef213b6e5eb3d1680f31a7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dfef213b6e5eb3d1680f31a7","label":"active_example_paths","locator":{"end_column":17,"end_line":422,"fragment":"","pointer":"","start_column":1,"start_line":410},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:REPO_ROOT.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:path.name.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:paths.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"active_example_paths","semantic_key":"python:function:active_example_paths","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:dfef213b6e5eb3d1680f31a7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dfef213b6e5eb3d1680f31a7","label":"active_example_paths","locator":{"end_column":17,"end_line":434,"fragment":"","pointer":"","start_column":1,"start_line":422},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:REPO_ROOT.rglob"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:path.name.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:paths.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:active_example_paths","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"active_example_paths","semantic_key":"python:function:active_example_paths","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1beac052150fab0db2668905:aoa:abyss-stack:anchor:1af81d8d0ed6410a85f5ede6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1af81d8d0ed6410a85f5ede6","label":"collect_refs","locator":{"end_column":10,"end_line":945,"fragment":"","pointer":"","start_column":5,"start_line":923},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:TRIALS.collect_applicable_agents_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:load_case_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:patched_trials_context"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.collect_refs","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.collect_refs","semantic_key":"python:method:build_graph.collect_refs","source_id":"aoa:abyss-stack:artifact:1beac052150fab0db2668905","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1d7dfe971174a0154a138980:aoa:abyss-stack:anchor:9f08ea1cfb30563e6889a741","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9f08ea1cfb30563e6889a741","label":"test_neo4j_claim_family_keeps_literals_out_of_identity_refs","locator":{"end_column":6,"end_line":2986,"fragment":"","pointer":"","start_column":1,"start_line":2972},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_neo4j_claim_family_keeps_literals_out_of_identity_refs","target_ref":"python:neo4j_bridge._normalize_query_record"}],"parser_ref":"python-ast@1","qualified_name":"test_neo4j_claim_family_keeps_literals_out_of_identity_refs","semantic_key":"python:function:test_neo4j_claim_family_keeps_literals_out_of_identity_refs","source_id":"aoa:abyss-stack:artifact:1d7dfe971174a0154a138980","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:20401a0f6be225a584e500ab:aoa:abyss-stack:anchor:b852e11b18e173d09425ed08","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b852e11b18e173d09425ed08","label":"require_supported_sdk","locator":{"end_column":10,"end_line":117,"fragment":"","pointer":"","start_column":1,"start_line":106},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:require_supported_sdk","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:require_supported_sdk","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:require_supported_sdk","target_ref":"python:version"}],"parser_ref":"python-ast@1","qualified_name":"require_supported_sdk","semantic_key":"python:function:require_supported_sdk","source_id":"aoa:abyss-stack:artifact:20401a0f6be225a584e500ab","symbol_kind":"function"}
@@ -26,6 +26,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:62d814cfd6550b0c68972fe2:aoa:abyss-stack:anchor:f22c880402d8cfadf7c328f1","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f22c880402d8cfadf7c328f1","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:62d814cfd6550b0c68972fe2","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:647612e3f5f8dc630f3f6f60:aoa:abyss-stack:anchor:2c6d789804c600150f61e02d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2c6d789804c600150f61e02d","label":"Decision","locator":{"end_column":11,"end_line":35,"fragment":"decision","pointer":"","start_column":1,"start_line":35},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:647612e3f5f8dc630f3f6f60","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6539dca210d1e600c04ea278:aoa:abyss-stack:anchor:b4bbc02af6a10752d0f256a8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b4bbc02af6a10752d0f256a8","label":"health","locator":{"end_column":24,"end_line":46,"fragment":"","pointer":"","start_column":1,"start_line":45},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:health","target_ref":"python:app.get"}],"parser_ref":"python-ast@1","qualified_name":"health","semantic_key":"python:function:health","source_id":"aoa:abyss-stack:artifact:6539dca210d1e600c04ea278","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:ce05a46534971baad305f841","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ce05a46534971baad305f841","label":"test_public_key_schema_requires_fixed_ed25519_base64","locator":{"end_column":70,"end_line":1960,"fragment":"","pointer":"","start_column":5,"start_line":1940},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:base64.b64encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:base64.b64encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:validator.iter_errors"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","target_ref":"python:validator.iter_errors"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_public_key_schema_requires_fixed_ed25519_base64","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:c635a2953d82df5bddc90403","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:c635a2953d82df5bddc90403","label":"AOA_BABELVOX_TTS_CACHE_DIR","locator":{"end_column":49,"end_line":9,"fragment":"","pointer":"/services/babelvox-tts/environment/AOA_BABELVOX_TTS_CACHE_DIR","start_column":7,"start_line":9},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/environment/AOA_BABELVOX_TTS_CACHE_DIR","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b:aoa:abyss-stack:anchor:3941784d66ee84290ee86294","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3941784d66ee84290ee86294","label":"digest","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/digest","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"digest","semantic_key":"json:/$defs/digest","source_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f889a34108f9331837727f5:aoa:abyss-stack:anchor:f484dc1b3968a79e3ba4444e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f484dc1b3968a79e3ba4444e","label":"Read before editing","locator":{"end_column":22,"end_line":13,"fragment":"read-before-editing","pointer":"","start_column":1,"start_line":13},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:read-before-editing","source_id":"aoa:abyss-stack:artifact:6f889a34108f9331837727f5","symbol_kind":""}
@@ -47,6 +48,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:6cceff8d5515b15cb858aa50","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:6cceff8d5515b15cb858aa50","label":"ABYSS-STACK-D-0035 AoA Evals MCP Access Plane","locator":{"end_column":103,"end_line":81,"fragment":"","pointer":"","start_column":3,"start_line":81},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:mcp-port-confinement","target_ref":"../ABYSS-STACK-D-0035-aoa-evals-mcp-access-plane.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:81:3:0:../ABYSS-STACK-D-0035-aoa-evals-mcp-access-plane.md","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:add891c1ec0e80f0b74b8196","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:add891c1ec0e80f0b74b8196","label":"W5State","locator":{"end_column":27,"end_line":110,"fragment":"","pointer":"","start_column":1,"start_line":84},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"W5State","semantic_key":"python:class:W5State","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8fa1c371a39ffb674d607d97:aoa:abyss-stack:anchor:0e2f15f03c198119531b5ea7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0e2f15f03c198119531b5ea7","label":"_pdf_inventory","locator":{"end_column":6,"end_line":514,"fragment":"","pointer":"","start_column":1,"start_line":478},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:TranslationSourceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:TranslationSourceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:TranslationSourceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:combined.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:completed.stderr.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:completed.stdout.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:fields.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:fields.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:fields.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:key.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:line.partition"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:pdfinfo.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:pdfinfo.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:source_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pdf_inventory","target_ref":"python:value.strip"}],"parser_ref":"python-ast@1","qualified_name":"_pdf_inventory","semantic_key":"python:function:_pdf_inventory","source_id":"aoa:abyss-stack:artifact:8fa1c371a39ffb674d607d97","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:df0942698c1d60a7adddaba8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:df0942698c1d60a7adddaba8","label":"Outputs","locator":{"end_column":11,"end_line":37,"fragment":"outputs","pointer":"","start_column":1,"start_line":37},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:outputs","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:93bafdcb11c10717d65eff58:aoa:abyss-stack:anchor:7239895ddcdcc12eebe2e748","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:7239895ddcdcc12eebe2e748","label":"build","locator":{"end_column":10,"end_line":4,"fragment":"","pointer":"/services/litellm/build","start_column":5,"start_line":4},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/litellm/build","source_id":"aoa:abyss-stack:artifact:93bafdcb11c10717d65eff58","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9474485b910fe51774c07f50:aoa:abyss-stack:anchor:561c67389641af56ebbb115e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:561c67389641af56ebbb115e","label":"inventory_paths","locator":{"end_column":17,"end_line":46,"fragment":"","pointer":"","start_column":1,"start_line":42},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inventory_paths","target_ref":"python:load_inventory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inventory_paths","target_ref":"python:paths.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inventory_paths","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"inventory_paths","semantic_key":"python:function:inventory_paths","source_id":"aoa:abyss-stack:artifact:9474485b910fe51774c07f50","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:965a4b7a1437a02a1f5e1293:aoa:abyss-stack:anchor:3bab4385b6176cd926c925d4","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3bab4385b6176cd926c925d4","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:965a4b7a1437a02a1f5e1293","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/bd.jsonl b/kag/indexes/shards/anchor/bd.jsonl
index 5d76af189b..61a3cdc4e0 100644
--- a/kag/indexes/shards/anchor/bd.jsonl
+++ b/kag/indexes/shards/anchor/bd.jsonl
@@ -57,6 +57,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9009b25ea742d655aeb93a1d:aoa:abyss-stack:anchor:d89561983b06413720b20c10","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d89561983b06413720b20c10","label":"Options considered","locator":{"end_column":21,"end_line":31,"fragment":"options-considered","pointer":"","start_column":1,"start_line":31},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:9009b25ea742d655aeb93a1d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db:aoa:abyss-stack:anchor:644a43679353e8f189700ceb","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:644a43679353e8f189700ceb","label":"static_configs","locator":{"end_column":19,"end_line":20,"fragment":"","pointer":"/scrape_configs/2/static_configs","start_column":5,"start_line":20},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/scrape_configs/2/static_configs","source_id":"aoa:abyss-stack:artifact:9c597b09e8d77c578f9ed0db","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f247929c62566c3c389226e:aoa:abyss-stack:anchor:464ea51e4fe369f1b3d166f7","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:464ea51e4fe369f1b3d166f7","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9f247929c62566c3c389226e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:4d3e02341e23fe6bd9f28db5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4d3e02341e23fe6bd9f28db5","label":"last_good","locator":{"end_column":14,"end_line":6805,"fragment":"","pointer":"","start_column":5,"start_line":6779},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.last_good","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.last_good","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.last_good","target_ref":"python:self._operation_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.last_good","target_ref":"python:self._prepare_operation_receipt_directory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.last_good","target_ref":"python:self._refresh_lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.last_good","target_ref":"python:self._state_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.last_good","target_ref":"python:self._state_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.last_good","target_ref":"python:self._state_pointer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.last_good","target_ref":"python:self._write_operation_receipt"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.last_good","semantic_key":"python:method:LiveCodeIntelligenceRuntime.last_good","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:b0c8af92401b03d640d885f4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b0c8af92401b03d640d885f4","label":"run_graph_scenario","locator":{"end_column":23,"end_line":2810,"fragment":"","pointer":"","start_column":1,"start_line":2788},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:build_graph"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:existing.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:graph.invoke"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:load_graph_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:refresh_w5_outputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_graph_scenario","target_ref":"python:save_graph_state"}],"parser_ref":"python-ast@1","qualified_name":"run_graph_scenario","semantic_key":"python:function:run_graph_scenario","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576:aoa:abyss-stack:anchor:940b25b735da1767f5aff744","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:940b25b735da1767f5aff744","label":"What the pilot reuses","locator":{"end_column":24,"end_line":39,"fragment":"what-the-pilot-reuses","pointer":"","start_column":1,"start_line":39},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:what-the-pilot-reuses","source_id":"aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576:aoa:abyss-stack:anchor:9f7d4c85c484369227f6debb","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9f7d4c85c484369227f6debb","label":"`bench`","locator":{"end_column":11,"end_line":116,"fragment":"bench","pointer":"","start_column":1,"start_line":116},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:bench","source_id":"aoa:abyss-stack:artifact:a5d4ac2ec040bad7314b4576","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/be.jsonl b/kag/indexes/shards/anchor/be.jsonl
index ae7cd3a532..6ac5fb5fa6 100644
--- a/kag/indexes/shards/anchor/be.jsonl
+++ b/kag/indexes/shards/anchor/be.jsonl
@@ -34,6 +34,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8:aoa:abyss-stack:anchor:c049b7997b5de4ffd6cb6ece","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c049b7997b5de4ffd6cb6ece","label":"_nested_evidence_prompt_summary","locator":{"end_column":6,"end_line":2127,"fragment":"","pointer":"","start_column":1,"start_line":2085},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_nested_evidence_prompt_summary","target_ref":"python:ExternalCodexRuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_nested_evidence_prompt_summary","target_ref":"python:_verified_artifact_ref_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_nested_evidence_prompt_summary","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_nested_evidence_prompt_summary","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_nested_evidence_prompt_summary","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_nested_evidence_prompt_summary","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_nested_evidence_prompt_summary","semantic_key":"python:function:_nested_evidence_prompt_summary","source_id":"aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e:aoa:abyss-stack:anchor:8091a9376821656510a4703c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8091a9376821656510a4703c","label":"test_capability_projection_schemas_are_valid_json","locator":{"end_column":46,"end_line":643,"fragment":"","pointer":"","start_column":1,"start_line":637},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_capability_projection_schemas_are_valid_json","target_ref":"python:Draft202012Validator.check_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_capability_projection_schemas_are_valid_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_capability_projection_schemas_are_valid_json","target_ref":"python:pytest.mark.parametrize"}],"parser_ref":"python-ast@1","qualified_name":"test_capability_projection_schemas_are_valid_json","semantic_key":"python:function:test_capability_projection_schemas_are_valid_json","source_id":"aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5ee0bc9cb644601db50695ae:aoa:abyss-stack:anchor:adb1e68518f45d71a2eae60e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:adb1e68518f45d71a2eae60e","label":"test_aoa_kag_sync_maps_mechanic_owned_sources","locator":{"end_column":72,"end_line":275,"fragment":"","pointer":"","start_column":1,"start_line":247},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_aoa_kag_sync_maps_mechanic_owned_sources","target_ref":"python:AOA_KAG_SOURCE_PATHS.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_aoa_kag_sync_maps_mechanic_owned_sources","target_ref":"python:expected.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_aoa_kag_sync_maps_mechanic_owned_sources","target_ref":"python:kag_config.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_aoa_kag_sync_maps_mechanic_owned_sources","target_ref":"python:run_sync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_aoa_kag_sync_maps_mechanic_owned_sources","target_ref":"python:source_path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_aoa_kag_sync_maps_mechanic_owned_sources","target_ref":"python:source_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_aoa_kag_sync_maps_mechanic_owned_sources","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_aoa_kag_sync_maps_mechanic_owned_sources","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_aoa_kag_sync_maps_mechanic_owned_sources","target_ref":"python:yaml.safe_load"}],"parser_ref":"python-ast@1","qualified_name":"test_aoa_kag_sync_maps_mechanic_owned_sources","semantic_key":"python:function:test_aoa_kag_sync_maps_mechanic_owned_sources","source_id":"aoa:abyss-stack:artifact:5ee0bc9cb644601db50695ae","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:2bcf2674c52a4445d92aea4b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2bcf2674c52a4445d92aea4b","label":"test_managed_lsp_session_requires_admission_and_survives_restart","locator":{"end_column":14,"end_line":420,"fragment":"","pointer":"","start_column":5,"start_line":324},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:ThreadPoolExecutor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:pool.map"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertLessEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:server.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:session._responses.qsize"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:session.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:session.document_symbols"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:session.document_symbols"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:session.document_symbols"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:session.restart"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:session.snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:session.snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:session.snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_managed_lsp_session_requires_admission_and_survives_restart","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:730dc4265228032689b60c2b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:730dc4265228032689b60c2b","label":"test_lsp_launch_binds_working_directory_and_interpreter","locator":{"end_column":43,"end_line":747,"fragment":"","pointer":"","start_column":5,"start_line":667},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:BytesIO"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:ManagedLspSession._launch_namespace_binary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:item.rsplit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:item.rsplit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:item.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:item.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:launch_command.index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:mock.patch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:runtime_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:session._cleanup_launch_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:session._reader.join"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_binds_working_directory_and_interpreter","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:c370e84f94cae91a60deeb97","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c370e84f94cae91a60deeb97","label":"wrapped","locator":{"end_column":32,"end_line":2042,"fragment":"","pointer":"","start_column":9,"start_line":2032},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions.wrapped","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions.wrapped","target_ref":"python:original"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions.wrapped","target_ref":"python:time.sleep"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions.wrapped","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_concurrent_refreshes_serialize_state_transitions.wrapped","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:fe60f3d707c831d818664f8e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:fe60f3d707c831d818664f8e","label":"guardrails","locator":{"end_column":14,"end_line":46,"fragment":"","pointer":"/tags/0","start_column":3,"start_line":46},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/tags/0","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:6b15c75f3b1f5fb9982c54d0","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:6b15c75f3b1f5fb9982c54d0","label":"AOA_BABELVOX_TTS_IDLE_UNLOAD_CHECK_SEC","locator":{"end_column":93,"end_line":21,"fragment":"","pointer":"/services/babelvox-tts/environment/AOA_BABELVOX_TTS_IDLE_UNLOAD_CHECK_SEC","start_column":7,"start_line":21},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/environment/AOA_BABELVOX_TTS_IDLE_UNLOAD_CHECK_SEC","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:e9ba08a8f7cf47fd3c6d2aad","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e9ba08a8f7cf47fd3c6d2aad","label":"HF_HOME","locator":{"end_column":24,"end_line":23,"fragment":"","pointer":"/services/babelvox-tts/environment/HF_HOME","start_column":7,"start_line":23},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/environment/HF_HOME","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
@@ -66,6 +69,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:95cbd41d1d4257dbb5dac6dc:aoa:abyss-stack:anchor:4b0f912daf7f840d94c3d45a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4b0f912daf7f840d94c3d45a","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:95cbd41d1d4257dbb5dac6dc","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466:aoa:abyss-stack:anchor:7201427f09341a7b33cb0b83","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7201427f09341a7b33cb0b83","label":"Follow-up route","locator":{"end_column":18,"end_line":71,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":71},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:af51ce6a3b6fd621480bd4a6","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:af51ce6a3b6fd621480bd4a6","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:8853777f78523743169b9382","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8853777f78523743169b9382","label":"_open_regular_descriptor","locator":{"end_column":14,"end_line":460,"fragment":"","pointer":"","start_column":1,"start_line":437},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_open_regular_descriptor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_open_regular_descriptor","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_open_regular_descriptor","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_open_regular_descriptor","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_open_regular_descriptor","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_open_regular_descriptor","target_ref":"python:os.fstat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_open_regular_descriptor","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_open_regular_descriptor","target_ref":"python:stat.S_ISREG"}],"parser_ref":"python-ast@1","qualified_name":"_open_regular_descriptor","semantic_key":"python:function:_open_regular_descriptor","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d:aoa:abyss-stack:anchor:6f2e9ac7b442c661ad27ed01","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6f2e9ac7b442c661ad27ed01","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:cf7ce2cd171766eea1f17bbd","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:cf7ce2cd171766eea1f17bbd","label":"touched_at","locator":{"end_column":24,"end_line":42,"fragment":"","pointer":"/touched_at","start_column":1,"start_line":42},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/touched_at","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:3e6758f7e657968cddf14f9f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3e6758f7e657968cddf14f9f","label":"finalize_report","locator":{"end_column":10,"end_line":2760,"fragment":"","pointer":"","start_column":5,"start_line":2729},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:load_result_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:refresh_w5_outputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.finalize_report","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.finalize_report","semantic_key":"python:method:build_graph.finalize_report","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/bf.jsonl b/kag/indexes/shards/anchor/bf.jsonl
index f3491e49e2..0fadfef7be 100644
--- a/kag/indexes/shards/anchor/bf.jsonl
+++ b/kag/indexes/shards/anchor/bf.jsonl
@@ -1,6 +1,6 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb:aoa:abyss-stack:anchor:b506ef1bb30f5fe948bf92e5","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b506ef1bb30f5fe948bf92e5","label":"name","locator":{"end_column":27,"end_line":59,"fragment":"","pointer":"/jobs/release_audit/steps/7/name","start_column":7,"start_line":59},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/jobs/release_audit/steps/7/name","source_id":"aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:02e6940a395ca8b888f25191:aoa:abyss-stack:anchor:753ed5e8b94db596253a0d7f","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:753ed5e8b94db596253a0d7f","label":"ABYSS-STACK-D-0090 Machine Diagnostic Effect Isolation","locator":{"end_column":155,"end_line":96,"fragment":"","pointer":"","start_column":37,"start_line":96},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decisions-by-number","target_ref":"../ABYSS-STACK-D-0090-machine-diagnostic-effect-isolation.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:96:37:0:../ABYSS-STACK-D-0090-machine-diagnostic-effect-isolation.md","source_id":"aoa:abyss-stack:artifact:02e6940a395ca8b888f25191","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:455deb7e7d96759e12372a2e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:455deb7e7d96759e12372a2e","label":"Changed","locator":{"end_column":11,"end_line":1570,"fragment":"changed-4","pointer":"","start_column":1,"start_line":1570},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed-4","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:455deb7e7d96759e12372a2e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:455deb7e7d96759e12372a2e","label":"Changed","locator":{"end_column":11,"end_line":1574,"fragment":"changed-4","pointer":"","start_column":1,"start_line":1574},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed-4","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:a7dcb9786415e09757700937","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a7dcb9786415e09757700937","label":"_owner_rows","locator":{"end_column":82,"end_line":194,"fragment":"","pointer":"","start_column":1,"start_line":186},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_owner_rows","target_ref":"python:bundle.records"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_owner_rows","target_ref":"python:canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_owner_rows","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_owner_rows","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_owner_rows","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_owner_rows","semantic_key":"python:function:_owner_rows","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0afd892229811540ddd10ac1:aoa:abyss-stack:anchor:a0f16b4671480ed45738ea6c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a0f16b4671480ed45738ea6c","label":"Fresh-client and suspension rule","locator":{"end_column":35,"end_line":63,"fragment":"fresh-client-and-suspension-rule","pointer":"","start_column":1,"start_line":63},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:fresh-client-and-suspension-rule","source_id":"aoa:abyss-stack:artifact:0afd892229811540ddd10ac1","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b719020ef6af12a1cf575da:aoa:abyss-stack:anchor:a8c6aef0c292f823b3eec4cb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a8c6aef0c292f823b3eec4cb","label":"rollback","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/rollback","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/rollback","source_id":"aoa:abyss-stack:artifact:0b719020ef6af12a1cf575da","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/c0.jsonl b/kag/indexes/shards/anchor/c0.jsonl
index 49f689bde4..d5caabb553 100644
--- a/kag/indexes/shards/anchor/c0.jsonl
+++ b/kag/indexes/shards/anchor/c0.jsonl
@@ -29,6 +29,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:fb505ffe0c7e231e772190e5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fb505ffe0c7e231e772190e5","label":"LandingEffectGrantError","locator":{"end_column":34,"end_line":120,"fragment":"","pointer":"","start_column":1,"start_line":115},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"LandingEffectGrantError","semantic_key":"python:class:LandingEffectGrantError","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:38db20edbcec71f3906062c7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:38db20edbcec71f3906062c7","label":"_run_server","locator":{"end_column":44,"end_line":51,"fragment":"","pointer":"","start_column":1,"start_line":42},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_server","target_ref":"python:_read_http_auth_kwargs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_server","target_ref":"python:_transport_settings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_server","target_ref":"python:server.configure_http"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_server","target_ref":"python:server.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_run_server","target_ref":"python:server.run"}],"parser_ref":"python-ast@1","qualified_name":"_run_server","semantic_key":"python:function:_run_server","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51:aoa:abyss-stack:anchor:8756aaa30eb2242df2d38b1f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8756aaa30eb2242df2d38b1f","label":"abyss_machine_brief","locator":{"end_column":93,"end_line":83,"fragment":"","pointer":"","start_column":5,"start_line":81},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.abyss_machine_brief","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.abyss_machine_brief","target_ref":"python:mcp.tool"}],"parser_ref":"python-ast@1","qualified_name":"build_server.abyss_machine_brief","semantic_key":"python:method:build_server.abyss_machine_brief","source_id":"aoa:abyss-stack:artifact:6608ce56cda8da7b23543c51","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:66de3281c493b2114c7711a1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:66de3281c493b2114c7711a1","label":"test_refresh_scan_failure_records_failed_operation_receipt","locator":{"end_column":107,"end_line":2896,"fragment":"","pointer":"","start_column":5,"start_line":2876},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:PermissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_refresh_scan_failure_records_failed_operation_receipt","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6dc85cec54eb482909f030f2:aoa:abyss-stack:anchor:2beff81f1c08721972822b8b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2beff81f1c08721972822b8b","label":"_live_fleet_identity_attested","locator":{"end_column":6,"end_line":138,"fragment":"","pointer":"","start_column":1,"start_line":124},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_live_fleet_identity_attested","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_live_fleet_identity_attested","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_live_fleet_identity_attested","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_live_fleet_identity_attested","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_live_fleet_identity_attested","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_live_fleet_identity_attested","target_ref":"python:read_fleet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_live_fleet_identity_attested","target_ref":"python:read_fleet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_live_fleet_identity_attested","target_ref":"python:read_fleet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_live_fleet_identity_attested","target_ref":"python:read_fleet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_live_fleet_identity_attested","target_ref":"python:read_fleet.get"}],"parser_ref":"python-ast@1","qualified_name":"_live_fleet_identity_attested","semantic_key":"python:function:_live_fleet_identity_attested","source_id":"aoa:abyss-stack:artifact:6dc85cec54eb482909f030f2","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:4c20583f06810ef65210b787","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4c20583f06810ef65210b787","label":"_json_line","locator":{"end_column":79,"end_line":1592,"fragment":"","pointer":"","start_column":1,"start_line":1591},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_json_line","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"_json_line","semantic_key":"python:function:_json_line","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:77aab00d568ac7f227c57539:aoa:abyss-stack:anchor:bf00bbcdbc6e8730555bbad7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bf00bbcdbc6e8730555bbad7","label":"_query","locator":{"end_column":10,"end_line":402,"fragment":"","pointer":"","start_column":5,"start_line":380},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:_compact_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:_safe_limit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:_safe_query"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:_safe_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:command.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:command.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:self._run_cli"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoA4PDAConnectorMCPState._query","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"AoA4PDAConnectorMCPState._query","semantic_key":"python:method:AoA4PDAConnectorMCPState._query","source_id":"aoa:abyss-stack:artifact:77aab00d568ac7f227c57539","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/c2.jsonl b/kag/indexes/shards/anchor/c2.jsonl
index 9a68e8a3fb..4af07fd737 100644
--- a/kag/indexes/shards/anchor/c2.jsonl
+++ b/kag/indexes/shards/anchor/c2.jsonl
@@ -6,7 +6,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:10ec09e81dd97af26c6559ef:aoa:abyss-stack:anchor:3dfd67493b7907ee9a08436a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3dfd67493b7907ee9a08436a","label":"test_render_binds_status_to_the_recorded_evaluation_time","locator":{"end_column":52,"end_line":287,"fragment":"","pointer":"","start_column":1,"start_line":277},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_render_binds_status_to_the_recorded_evaluation_time","target_ref":"python:_load"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_render_binds_status_to_the_recorded_evaluation_time","target_ref":"python:_load"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_render_binds_status_to_the_recorded_evaluation_time","target_ref":"python:builder.build_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_render_binds_status_to_the_recorded_evaluation_time","target_ref":"python:builder.render"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_render_binds_status_to_the_recorded_evaluation_time","target_ref":"python:json.loads"}],"parser_ref":"python-ast@1","qualified_name":"test_render_binds_status_to_the_recorded_evaluation_time","semantic_key":"python:function:test_render_binds_status_to_the_recorded_evaluation_time","source_id":"aoa:abyss-stack:artifact:10ec09e81dd97af26c6559ef","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:12c12b786796106bb4c3dd05:aoa:abyss-stack:anchor:0c32decb94df7f92eaab4c32","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0c32decb94df7f92eaab4c32","label":"build_server","locator":{"end_column":15,"end_line":141,"fragment":"","pointer":"","start_column":1,"start_line":58},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:AbyssMCPServer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:LOGGER.info"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:ToolAnnotations"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:_bind_server_info_version"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:_read_http_auth_kwargs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server","target_ref":"python:mcp.tool"}],"parser_ref":"python-ast@1","qualified_name":"build_server","semantic_key":"python:function:build_server","source_id":"aoa:abyss-stack:artifact:12c12b786796106bb4c3dd05","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:180106bbd11d22fd0b7228f4:aoa:abyss-stack:anchor:aa075187328c41bedddf0e2f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:aa075187328c41bedddf0e2f","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:180106bbd11d22fd0b7228f4","symbol_kind":"json_key"}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:70ff6815737b32a3e86ca3fa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:70ff6815737b32a3e86ca3fa","label":"test_active_schema_manifest_matches_discovery","locator":{"end_column":70,"end_line":754,"fragment":"","pointer":"","start_column":1,"start_line":753},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_manifest_matches_discovery","target_ref":"python:active_schema_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_manifest_matches_discovery","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"test_active_schema_manifest_matches_discovery","semantic_key":"python:function:test_active_schema_manifest_matches_discovery","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:70ff6815737b32a3e86ca3fa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:70ff6815737b32a3e86ca3fa","label":"test_active_schema_manifest_matches_discovery","locator":{"end_column":70,"end_line":766,"fragment":"","pointer":"","start_column":1,"start_line":765},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_manifest_matches_discovery","target_ref":"python:active_schema_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_schema_manifest_matches_discovery","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"test_active_schema_manifest_matches_discovery","semantic_key":"python:function:test_active_schema_manifest_matches_discovery","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1ae30243fb8a5694af2725d7:aoa:abyss-stack:anchor:708f81b2647bc175a64a4a8e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:708f81b2647bc175a64a4a8e","label":"distributor","locator":{"end_column":12,"end_line":4,"fragment":"","pointer":"/distributor","start_column":1,"start_line":4},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/distributor","source_id":"aoa:abyss-stack:artifact:1ae30243fb8a5694af2725d7","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:1bd85997bbe817962fcb933f:aoa:abyss-stack:anchor:cca6d17efa883ce5f6198742","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:cca6d17efa883ce5f6198742","label":"Follow-up route","locator":{"end_column":18,"end_line":92,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":92},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:1bd85997bbe817962fcb933f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:1c33d561e06d59240c03f2d0:aoa:abyss-stack:anchor:df1f1834109814b7cdf58975","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:df1f1834109814b7cdf58975","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:1c33d561e06d59240c03f2d0","symbol_kind":""}
@@ -44,6 +44,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2:aoa:abyss-stack:anchor:5e721840ec7d886f1e06d51a","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:5e721840ec7d886f1e06d51a","label":"owns_runtime_only","locator":{"end_column":25,"end_line":80,"fragment":"","pointer":"/boundaries/owns_runtime_only","start_column":3,"start_line":80},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/boundaries/owns_runtime_only","source_id":"aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5f2647a1523e0a572998e4e2:aoa:abyss-stack:anchor:6e19a53b4259ff2bb8c0fb8d","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:6e19a53b4259ff2bb8c0fb8d","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:5f2647a1523e0a572998e4e2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:647612e3f5f8dc630f3f6f60:aoa:abyss-stack:anchor:6b4e5448a4ba2fce269e06bc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6b4e5448a4ba2fce269e06bc","label":"Consequences","locator":{"end_column":15,"end_line":50,"fragment":"consequences","pointer":"","start_column":1,"start_line":50},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:647612e3f5f8dc630f3f6f60","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:46cc9c737c7d089226813770","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:46cc9c737c7d089226813770","label":"test_config_rejects_policy_and_resource_envelope_drift","locator":{"end_column":14,"end_line":2788,"fragment":"","pointer":"","start_column":5,"start_line":2772},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_rejects_policy_and_resource_envelope_drift","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_rejects_policy_and_resource_envelope_drift","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_rejects_policy_and_resource_envelope_drift","target_ref":"python:replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_rejects_policy_and_resource_envelope_drift","target_ref":"python:replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_rejects_policy_and_resource_envelope_drift","target_ref":"python:replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_rejects_policy_and_resource_envelope_drift","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_rejects_policy_and_resource_envelope_drift","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_config_rejects_policy_and_resource_envelope_drift","target_ref":"python:self.assertRaisesRegex"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_config_rejects_policy_and_resource_envelope_drift","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_config_rejects_policy_and_resource_envelope_drift","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:58ab233a146fd395bb8e6e52","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:58ab233a146fd395bb8e6e52","label":"restart","locator":{"end_column":27,"end_line":5,"fragment":"","pointer":"/services/babelvox-tts/restart","start_column":5,"start_line":5},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/restart","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6afb92305e24c62a71595619:aoa:abyss-stack:anchor:10a58cc9386e8e69f5f17326","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:10a58cc9386e8e69f5f17326","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6afb92305e24c62a71595619","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379:aoa:abyss-stack:anchor:41e3acbd44d03ce4ab5b48bf","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:41e3acbd44d03ce4ab5b48bf","label":"Retire Routing Predecessor Checkout Consumers","locator":{"end_column":47,"end_line":1,"fragment":"retire-routing-predecessor-checkout-consumers","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:retire-routing-predecessor-checkout-consumers","source_id":"aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379","symbol_kind":""}
@@ -60,6 +61,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0fcd403807a8d54161bdec:aoa:abyss-stack:anchor:3076b1c4b9b725d606d2c580","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3076b1c4b9b725d606d2c580","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:8f0fcd403807a8d54161bdec","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:73dcad3b9614ca3afe7d1f34","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:73dcad3b9614ca3afe7d1f34","label":"local_port_suites_resource","locator":{"end_column":14,"end_line":577,"fragment":"","pointer":"","start_column":9,"start_line":570},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.local_port_suites_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.local_port_suites_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.local_port_suites_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.local_port_suites_resource","semantic_key":"python:method:build_server.local_port_suites_resource","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:2bd8bd45148cb2a2e34160b5","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2bd8bd45148cb2a2e34160b5","label":"request_window","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/request_window","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/request_window","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:3be86a700d57e747220bdaa5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3be86a700d57e747220bdaa5","label":"_ed25519_add","locator":{"end_column":18,"end_line":787,"fragment":"","pointer":"","start_column":1,"start_line":781},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_add","target_ref":"python:pow"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_add","target_ref":"python:pow"}],"parser_ref":"python-ast@1","qualified_name":"_ed25519_add","semantic_key":"python:function:_ed25519_add","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:6fef0e4a1e9888e5faa0ed96","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6fef0e4a1e9888e5faa0ed96","label":"current_id","locator":{"end_column":34,"end_line":1866,"fragment":"","pointer":"","start_column":5,"start_line":1865},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.current_id","semantic_key":"python:method:_PythonObservationVisitor.current_id","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a317ae219ef8a1c7391032f6:aoa:abyss-stack:anchor:6a128c34cf86430b965e4b4b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:6a128c34cf86430b965e4b4b","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:a317ae219ef8a1c7391032f6","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab93c89556a12defe26957ed:aoa:abyss-stack:anchor:101e6e1fc97a08255491d3be","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:101e6e1fc97a08255491d3be","label":"raw_receipt","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/raw_receipt","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/raw_receipt","source_id":"aoa:abyss-stack:artifact:ab93c89556a12defe26957ed","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:1f86d2fed0c0fc484a3dc310","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:1f86d2fed0c0fc484a3dc310","label":"ABYSS-STACK-D-0056 Decision Surface Validator Module","locator":{"end_column":117,"end_line":194,"fragment":"","pointer":"","start_column":3,"start_line":194},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:validation-guard","target_ref":"../ABYSS-STACK-D-0056-decision-surface-validator-module.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:194:3:0:../ABYSS-STACK-D-0056-decision-surface-validator-module.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/c3.jsonl b/kag/indexes/shards/anchor/c3.jsonl
index 49e8a3f757..a8066ad512 100644
--- a/kag/indexes/shards/anchor/c3.jsonl
+++ b/kag/indexes/shards/anchor/c3.jsonl
@@ -40,6 +40,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5cd3df65ec2e60f4eda3208c:aoa:abyss-stack:anchor:00b6b5f403fc7b044bace2ce","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:00b6b5f403fc7b044bace2ce","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:5cd3df65ec2e60f4eda3208c","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60020ffbb3b40f61c9b82e5e:aoa:abyss-stack:anchor:a62efe6efeb98642d1379638","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a62efe6efeb98642d1379638","label":"Skill-evidence compact contract","locator":{"end_column":35,"end_line":147,"fragment":"skill-evidence-compact-contract","pointer":"","start_column":1,"start_line":147},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:skill-evidence-compact-contract","source_id":"aoa:abyss-stack:artifact:60020ffbb3b40f61c9b82e5e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:2f1ec933a0ca62e2abcb5610","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2f1ec933a0ca62e2abcb5610","label":"decision_resource","locator":{"end_column":14,"end_line":236,"fragment":"","pointer":"","start_column":9,"start_line":231},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.decision_resource","target_ref":"python:_profile_packet"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.decision_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.decision_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.decision_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.decision_resource","semantic_key":"python:method:build_server.decision_resource","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:7eea17c4068391705b2339da","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7eea17c4068391705b2339da","label":"test_historical_persisted_observation_rejects_writable_receipt","locator":{"end_column":72,"end_line":2698,"fragment":"","pointer":"","start_column":5,"start_line":2672},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:receipt_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:self.runtime.current_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_historical_persisted_observation_rejects_writable_receipt","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:7930990f1749f2f440213144","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:7930990f1749f2f440213144","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a77e9d27858561299e03376:aoa:abyss-stack:anchor:f8cdb24d0bc2fed45f9318ad","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f8cdb24d0bc2fed45f9318ad","label":"python_sdk","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/python_sdk","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/python_sdk","source_id":"aoa:abyss-stack:artifact:6a77e9d27858561299e03376","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:175065295766224e44dc0475","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:175065295766224e44dc0475","label":"_reserve_detached_log","locator":{"end_column":19,"end_line":3062,"fragment":"","pointer":"","start_column":1,"start_line":3039},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reserve_detached_log","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reserve_detached_log","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reserve_detached_log","target_ref":"python:_validate_output_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reserve_detached_log","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reserve_detached_log","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reserve_detached_log","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reserve_detached_log","target_ref":"python:os.fchmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reserve_detached_log","target_ref":"python:os.fsync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reserve_detached_log","target_ref":"python:os.open"}],"parser_ref":"python-ast@1","qualified_name":"_reserve_detached_log","semantic_key":"python:function:_reserve_detached_log","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/c4.jsonl b/kag/indexes/shards/anchor/c4.jsonl
index 73b75b2c4c..eadeb3a25c 100644
--- a/kag/indexes/shards/anchor/c4.jsonl
+++ b/kag/indexes/shards/anchor/c4.jsonl
@@ -60,6 +60,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8e69b96179bd10fef061bf6f:aoa:abyss-stack:anchor:f9532323bfe9e6d99d62031c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f9532323bfe9e6d99d62031c","label":"`intel`","locator":{"end_column":11,"end_line":97,"fragment":"intel","pointer":"","start_column":1,"start_line":97},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:intel","source_id":"aoa:abyss-stack:artifact:8e69b96179bd10fef061bf6f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:02fe3d4bdbc1a26082a9b751","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:02fe3d4bdbc1a26082a9b751","label":"proof_result_resource","locator":{"end_column":14,"end_line":291,"fragment":"","pointer":"","start_column":9,"start_line":286},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.proof_result_resource","target_ref":"python:current_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.proof_result_resource","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.proof_result_resource","target_ref":"python:mcp.resource"}],"parser_ref":"python-ast@1","qualified_name":"build_server.proof_result_resource","semantic_key":"python:method:build_server.proof_result_resource","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:933d6ebf328eb99ea26ad2df:aoa:abyss-stack:anchor:7baf9f45502116e5e112745c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7baf9f45502116e5e112745c","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:933d6ebf328eb99ea26ad2df","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:4fc6c047c6231b425482c9b3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4fc6c047c6231b425482c9b3","label":"_symbol_id","locator":{"end_column":67,"end_line":1830,"fragment":"","pointer":"","start_column":1,"start_line":1823},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_symbol_id","target_ref":"python:hashlib.sha256"}],"parser_ref":"python-ast@1","qualified_name":"_symbol_id","semantic_key":"python:function:_symbol_id","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:57259e7591e3a905a7771118","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:57259e7591e3a905a7771118","label":"CoverageSourceContextUnsupportedRunner","locator":{"end_column":47,"end_line":543,"fragment":"","pointer":"","start_column":1,"start_line":519},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"CoverageSourceContextUnsupportedRunner","semantic_key":"python:class:CoverageSourceContextUnsupportedRunner","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:bbbe64e02019c3d8cd977994","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bbbe64e02019c3d8cd977994","label":"load_base_catalog","locator":{"end_column":34,"end_line":421,"fragment":"","pointer":"","start_column":1,"start_line":420},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_base_catalog","target_ref":"python:TRIALS.build_catalog"}],"parser_ref":"python-ast@1","qualified_name":"load_base_catalog","semantic_key":"python:function:load_base_catalog","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:ccdb0f73003aa84360a5b2c2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ccdb0f73003aa84360a5b2c2","label":"await_landing","locator":{"end_column":118,"end_line":2564,"fragment":"","pointer":"","start_column":5,"start_line":2563},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.await_landing","target_ref":"python:milestone_gate"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.await_landing","semantic_key":"python:method:build_graph.await_landing","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/c5.jsonl b/kag/indexes/shards/anchor/c5.jsonl
index 0231f5ed5d..9dc1a5455e 100644
--- a/kag/indexes/shards/anchor/c5.jsonl
+++ b/kag/indexes/shards/anchor/c5.jsonl
@@ -43,6 +43,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61953fe600e446c8d9491770:aoa:abyss-stack:anchor:3424aaddb507cebe32ba20fc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3424aaddb507cebe32ba20fc","label":"test_impact_packets_return_surface_and_issue_context","locator":{"end_column":45,"end_line":390,"fragment":"","pointer":"","start_column":1,"start_line":367},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_impact_packets_return_surface_and_issue_context","target_ref":"python:seed_workspace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_impact_packets_return_surface_and_issue_context","target_ref":"python:state.changed_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_impact_packets_return_surface_and_issue_context","target_ref":"python:state.issues"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_impact_packets_return_surface_and_issue_context","target_ref":"python:state.owner_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_impact_packets_return_surface_and_issue_context","target_ref":"python:state.repo_symmetry"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_impact_packets_return_surface_and_issue_context","target_ref":"python:state.source_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_impact_packets_return_surface_and_issue_context","target_ref":"python:state_for"}],"parser_ref":"python-ast@1","qualified_name":"test_impact_packets_return_surface_and_issue_context","semantic_key":"python:function:test_impact_packets_return_surface_and_issue_context","source_id":"aoa:abyss-stack:artifact:61953fe600e446c8d9491770","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:1c42a47ff3341631643cc1ce","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1c42a47ff3341631643cc1ce","label":"_trace_value","locator":{"end_column":20,"end_line":547,"fragment":"","pointer":"","start_column":5,"start_line":541},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._trace_value","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._trace_value","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._trace_value","target_ref":"python:self._traces.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._trace_value","target_ref":"python:self._traces.move_to_end"}],"parser_ref":"python-ast@1","qualified_name":"KagApplication._trace_value","semantic_key":"python:method:KagApplication._trace_value","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:639845f04d90e91ac6432080:aoa:abyss-stack:anchor:f0318cb46502b9ec14338916","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f0318cb46502b9ec14338916","label":"digest","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/digest","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"digest","semantic_key":"json:/$defs/digest","source_id":"aoa:abyss-stack:artifact:639845f04d90e91ac6432080","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:1b497ccfb7da5e85b4cda1b7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1b497ccfb7da5e85b4cda1b7","label":"test_lsp_script_interpreter_digest_is_admitted","locator":{"end_column":14,"end_line":1181,"fragment":"","pointer":"","start_column":5,"start_line":1160},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_script_interpreter_digest_is_admitted","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:ede726ef4e5bf42cfd92f78e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ede726ef4e5bf42cfd92f78e","label":"_load_bound_state","locator":{"end_column":21,"end_line":1142,"fragment":"","pointer":"","start_column":5,"start_line":1126},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_bound_state","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_bound_state","target_ref":"python:self._assert_state_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_bound_state","target_ref":"python:self._load_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_bound_state","target_ref":"python:state.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_bound_state","target_ref":"python:state.setdefault"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._load_bound_state","semantic_key":"python:method:AgentOSRuntimeBridge._load_bound_state","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7149349cab8fcfdbcb8fc23e:aoa:abyss-stack:anchor:842e04434410939fb0d305f2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:842e04434410939fb0d305f2","label":"source_refs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/source_refs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/source_refs","source_id":"aoa:abyss-stack:artifact:7149349cab8fcfdbcb8fc23e","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:737d927c9205f307e6eca021:aoa:abyss-stack:anchor:415662226ceb586508397aac","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:415662226ceb586508397aac","label":"refs_optional","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/refs_optional","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"refs_optional","semantic_key":"json:/$defs/refs_optional","source_id":"aoa:abyss-stack:artifact:737d927c9205f307e6eca021","symbol_kind":"schema_definition"}
@@ -66,6 +67,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:98b9bdeccf4b63a7dd99a0ee:aoa:abyss-stack:anchor:cf3aa8fce31f4e66f71adf5f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:cf3aa8fce31f4e66f71adf5f","label":"owner_repo","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/owner_repo","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/owner_repo","source_id":"aoa:abyss-stack:artifact:98b9bdeccf4b63a7dd99a0ee","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466:aoa:abyss-stack:anchor:d4090cb87bf6c73c7c826ccf","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d4090cb87bf6c73c7c826ccf","label":"Source surfaces","locator":{"end_column":18,"end_line":62,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":62},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f:aoa:abyss-stack:anchor:b74802cdb1be319785925c1f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b74802cdb1be319785925c1f","label":"2026-08-26 - Provider-neutral programmatic execution runtime seam","locator":{"end_column":68,"end_line":3,"fragment":"2026-08-26-provider-neutral-programmatic-execution-runtime-seam","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-08-26-provider-neutral-programmatic-execution-runtime-seam","source_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:68d61b4a4c09e29548c58b2e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:68d61b4a4c09e29548c58b2e","label":"config_digest","locator":{"end_column":53,"end_line":2522,"fragment":"","pointer":"","start_column":5,"start_line":2521},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.config_digest","target_ref":"python:_digest_payload"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceConfig.config_digest","semantic_key":"python:method:LiveCodeIntelligenceConfig.config_digest","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5ee0a6421758851103923ed:aoa:abyss-stack:anchor:945add991c61b6e7b9acf5e2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:945add991c61b6e7b9acf5e2","label":"export_ref","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/export_ref","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/export_ref","source_id":"aoa:abyss-stack:artifact:a5ee0a6421758851103923ed","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acaa364df71a147b532eb579:aoa:abyss-stack:anchor:d7e4ec9a2c121101212ba45a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d7e4ec9a2c121101212ba45a","label":"LinkEvidence","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/LinkEvidence","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"LinkEvidence","semantic_key":"json:/$defs/LinkEvidence","source_id":"aoa:abyss-stack:artifact:acaa364df71a147b532eb579","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:d35182cb8d5147a315c13516","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:d35182cb8d5147a315c13516","label":"ABYSS-STACK-D-0121 Close Nested Review Evidence Before Inference","locator":{"end_column":141,"end_line":407,"fragment":"","pointer":"","start_column":3,"start_line":407},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:external-actor-runtime","target_ref":"../ABYSS-STACK-D-0121-close-nested-review-evidence-before-inference.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:407:3:0:../ABYSS-STACK-D-0121-close-nested-review-evidence-before-inference.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/c6.jsonl b/kag/indexes/shards/anchor/c6.jsonl
index d216ea04df..21d1f773c1 100644
--- a/kag/indexes/shards/anchor/c6.jsonl
+++ b/kag/indexes/shards/anchor/c6.jsonl
@@ -6,7 +6,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345:aoa:abyss-stack:anchor:dec0574940618c8ebd97dc85","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:dec0574940618c8ebd97dc85","label":"runtime","locator":{"end_column":31,"end_line":16,"fragment":"","pointer":"","start_column":3,"start_line":16},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:districts","target_ref":"runtime/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:16:3:0:runtime/README.md","source_id":"aoa:abyss-stack:artifact:0b5ca119d2be595aa307d345","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0cfa20f80b423286491e8094:aoa:abyss-stack:anchor:ec9c448a1fd86c4c12447355","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ec9c448a1fd86c4c12447355","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:0cfa20f80b423286491e8094","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:131bfb571227e2f437d8c061:aoa:abyss-stack:anchor:0c2c4dc346571ad251cdc22a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0c2c4dc346571ad251cdc22a","label":"observed_read","locator":{"end_column":36,"end_line":729,"fragment":"","pointer":"","start_column":5,"start_line":727},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_caps_reads_by_remaining_transport_budget.observed_read","target_ref":"python:observed_ceilings.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_caps_reads_by_remaining_transport_budget.observed_read","target_ref":"python:original_read"}],"parser_ref":"python-ast@1","qualified_name":"test_worker_caps_reads_by_remaining_transport_budget.observed_read","semantic_key":"python:method:test_worker_caps_reads_by_remaining_transport_budget.observed_read","source_id":"aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:244d39ab25ed658c3c859613","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:244d39ab25ed658c3c859613","label":"test_stack_mcp_schema_encodes_conditional_runtime_invariants","locator":{"end_column":47,"end_line":936,"fragment":"","pointer":"","start_column":1,"start_line":882},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:validator.is_valid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:validator.validate"}],"parser_ref":"python-ast@1","qualified_name":"test_stack_mcp_schema_encodes_conditional_runtime_invariants","semantic_key":"python:function:test_stack_mcp_schema_encodes_conditional_runtime_invariants","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:244d39ab25ed658c3c859613","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:244d39ab25ed658c3c859613","label":"test_stack_mcp_schema_encodes_conditional_runtime_invariants","locator":{"end_column":47,"end_line":948,"fragment":"","pointer":"","start_column":1,"start_line":894},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:invalid_payloads.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:validator.is_valid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_mcp_schema_encodes_conditional_runtime_invariants","target_ref":"python:validator.validate"}],"parser_ref":"python-ast@1","qualified_name":"test_stack_mcp_schema_encodes_conditional_runtime_invariants","semantic_key":"python:function:test_stack_mcp_schema_encodes_conditional_runtime_invariants","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:19e4148cb802b59e11e50d44:aoa:abyss-stack:anchor:0fc8b4b90f0dc89fd859c2ed","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:0fc8b4b90f0dc89fd859c2ed","label":"LC_OPENAI_CHAT_TEMPLATE_ENABLE_THINKING","locator":{"end_column":54,"end_line":32,"fragment":"","pointer":"/services/langchain-api-intel-text/environment/LC_OPENAI_CHAT_TEMPLATE_ENABLE_THINKING","start_column":7,"start_line":32},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api-intel-text/environment/LC_OPENAI_CHAT_TEMPLATE_ENABLE_THINKING","source_id":"aoa:abyss-stack:artifact:19e4148cb802b59e11e50d44","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:1d7dfe971174a0154a138980:aoa:abyss-stack:anchor:15c4a1821568fe10c16ffc67","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:15c4a1821568fe10c16ffc67","label":"test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","locator":{"end_column":61,"end_line":2485,"fragment":"","pointer":"","start_column":1,"start_line":2238},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:_translation_source_fixture"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:_translation_source_review_plan"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:lab.inspect_translation_lab_readiness"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:lab.inspect_translation_lab_readiness"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:lab.inspect_translation_lab_readiness"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:laboratory_plan_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:laboratory_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:laboratory_schema.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:manifest_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:reference_register_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:reference_schema.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:review_output_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:review_output_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:shared_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:template_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:template_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:template_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","target_ref":"python:translation_source_review.materialize_translation_source_review"}],"parser_ref":"python-ast@1","qualified_name":"test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","semantic_key":"python:function:test_translation_lab_readiness_blocks_blank_and_model_labeled_human_work","source_id":"aoa:abyss-stack:artifact:1d7dfe971174a0154a138980","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1f63733307f0a53b367d2232:aoa:abyss-stack:anchor:cc0167f0af29c26db441f2a4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cc0167f0af29c26db441f2a4","label":"parse_bench_output","locator":{"end_column":36,"end_line":778,"fragment":"","pointer":"","start_column":1,"start_line":761},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_bench_output","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_bench_output","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_bench_output","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_bench_output","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_bench_output","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_bench_output","target_ref":"python:line.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_bench_output","target_ref":"python:stdout.splitlines"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_bench_output","target_ref":"python:stripped.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_bench_output","target_ref":"python:stripped.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:parse_bench_output","target_ref":"python:stripped.startswith"}],"parser_ref":"python-ast@1","qualified_name":"parse_bench_output","semantic_key":"python:function:parse_bench_output","source_id":"aoa:abyss-stack:artifact:1f63733307f0a53b367d2232","symbol_kind":"function"}
@@ -63,6 +63,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466:aoa:abyss-stack:anchor:65aab5fb12ae614604a248c8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:65aab5fb12ae614604a248c8","label":"Consequences","locator":{"end_column":15,"end_line":50,"fragment":"consequences","pointer":"","start_column":1,"start_line":50},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b4009591ed6797d6c2c0038:aoa:abyss-stack:anchor:c97f8e573ce0e8ae133dfe99","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:c97f8e573ce0e8ae133dfe99","label":"repair-safe-closeout","locator":{"end_column":57,"end_line":7,"fragment":"","pointer":"","start_column":3,"start_line":7},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-repair-parts","target_ref":"repair-safe-closeout/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:7:3:0:repair-safe-closeout/README.md","source_id":"aoa:abyss-stack:artifact:9b4009591ed6797d6c2c0038","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f:aoa:abyss-stack:anchor:3ea12966441091685eb952f1","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3ea12966441091685eb952f1","label":"Operator Surface","locator":{"end_column":19,"end_line":21,"fragment":"operator-surface","pointer":"","start_column":1,"start_line":21},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:operator-surface","source_id":"aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:6896c47a8d7f291e59ff74dd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6896c47a8d7f291e59ff74dd","label":"_run_provider_work_queue","locator":{"end_column":82,"end_line":4859,"fragment":"","pointer":"","start_column":5,"start_line":4795},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue","target_ref":"python:_ProviderWorkItem"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue","target_ref":"python:_ProviderWorkQueue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue","target_ref":"python:drain"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue","target_ref":"python:drain"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue","target_ref":"python:queue.enqueue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._run_provider_work_queue","semantic_key":"python:method:LiveCodeIntelligenceRuntime._run_provider_work_queue","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:8ededa3bfcae488d48870461","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8ededa3bfcae488d48870461","label":"_write_operation_receipt","locator":{"end_column":23,"end_line":6605,"fragment":"","pointer":"","start_column":5,"start_line":6560},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._write_operation_receipt","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._write_operation_receipt","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._write_operation_receipt","target_ref":"python:_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._write_operation_receipt","target_ref":"python:_write_json_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._write_operation_receipt","target_ref":"python:self._prepare_operation_receipt_directory"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._write_operation_receipt","semantic_key":"python:method:LiveCodeIntelligenceRuntime._write_operation_receipt","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da:aoa:abyss-stack:anchor:219c73076beecdd119ba70e8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:219c73076beecdd119ba70e8","label":"test_relay_source_has_no_task_or_role_identity_constants","locator":{"end_column":39,"end_line":147,"fragment":"","pointer":"","start_column":1,"start_line":139},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_source_has_no_task_or_role_identity_constants","target_ref":"python:SCRIPT_PATH.read_text"}],"parser_ref":"python-ast@1","qualified_name":"test_relay_source_has_no_task_or_role_identity_constants","semantic_key":"python:function:test_relay_source_has_no_task_or_role_identity_constants","source_id":"aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:3868a278285ab0c174a8b2f9","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:3868a278285ab0c174a8b2f9","label":"aoa.tuning.host_class","locator":{"end_column":54,"end_line":22,"fragment":"","pointer":"/services/qdrant/labels/aoa.tuning.host_class","start_column":7,"start_line":22},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/qdrant/labels/aoa.tuning.host_class","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acaa364df71a147b532eb579:aoa:abyss-stack:anchor:3ddf9d9162a02c38ba0a568d","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:3ddf9d9162a02c38ba0a568d","label":"DeployIdentity","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/DeployIdentity","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"DeployIdentity","semantic_key":"json:/$defs/DeployIdentity","source_id":"aoa:abyss-stack:artifact:acaa364df71a147b532eb579","symbol_kind":"schema_definition"}
diff --git a/kag/indexes/shards/anchor/c7.jsonl b/kag/indexes/shards/anchor/c7.jsonl
index 0d40b6604d..939343e591 100644
--- a/kag/indexes/shards/anchor/c7.jsonl
+++ b/kag/indexes/shards/anchor/c7.jsonl
@@ -44,6 +44,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5f6130beb224b60e629be7fa:aoa:abyss-stack:anchor:2826b7d07c6f33055c5d1fe9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2826b7d07c6f33055c5d1fe9","label":"__init__","locator":{"end_column":36,"end_line":49,"fragment":"","pointer":"","start_column":5,"start_line":36},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StaticBearerTokenVerifier.__init__","target_ref":"python:token.encode"}],"parser_ref":"python-ast@1","qualified_name":"StaticBearerTokenVerifier.__init__","semantic_key":"python:method:StaticBearerTokenVerifier.__init__","source_id":"aoa:abyss-stack:artifact:5f6130beb224b60e629be7fa","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:853262f89bbd0ac3e4dd818d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:853262f89bbd0ac3e4dd818d","label":"discover_owner","locator":{"end_column":70,"end_line":75,"fragment":"","pointer":"","start_column":5,"start_line":75},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"CanonicalKag.discover_owner","semantic_key":"python:method:CanonicalKag.discover_owner","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2:aoa:abyss-stack:anchor:9cf13fce5fbd21b13c69a6a6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9cf13fce5fbd21b13c69a6a6","label":"ProtocolSystemStatus","locator":{"end_column":26,"end_line":78,"fragment":"","pointer":"","start_column":1,"start_line":67},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"ProtocolSystemStatus","semantic_key":"python:class:ProtocolSystemStatus","source_id":"aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2","symbol_kind":"class"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:ccfd994d968be417617ea373","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ccfd994d968be417617ea373","label":"test_owner_signature_verifier_accepts_only_the_exact_signed_bytes","locator":{"end_column":78,"end_line":1992,"fragment":"","pointer":"","start_column":5,"start_line":1983},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_owner_signature_verifier_accepts_only_the_exact_signed_bytes","target_ref":"python:_ed25519_verify"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_owner_signature_verifier_accepts_only_the_exact_signed_bytes","target_ref":"python:_ed25519_verify"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_owner_signature_verifier_accepts_only_the_exact_signed_bytes","target_ref":"python:bytes.fromhex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_owner_signature_verifier_accepts_only_the_exact_signed_bytes","target_ref":"python:bytes.fromhex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_owner_signature_verifier_accepts_only_the_exact_signed_bytes","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_owner_signature_verifier_accepts_only_the_exact_signed_bytes","target_ref":"python:self.assertTrue"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_owner_signature_verifier_accepts_only_the_exact_signed_bytes","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_owner_signature_verifier_accepts_only_the_exact_signed_bytes","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a706f05f541b63287c084f5:aoa:abyss-stack:anchor:b2d4b1741e5124dd43ce9d0b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b2d4b1741e5124dd43ce9d0b","label":"Role","locator":{"end_column":7,"end_line":7,"fragment":"role","pointer":"","start_column":1,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:role","source_id":"aoa:abyss-stack:artifact:6a706f05f541b63287c084f5","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324:aoa:abyss-stack:anchor:6067233385be6f160deb6365","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6067233385be6f160deb6365","label":"Receipt families used here","locator":{"end_column":29,"end_line":9,"fragment":"receipt-families-used-here","pointer":"","start_column":1,"start_line":9},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:receipt-families-used-here","source_id":"aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:22dc47b456076051a8f69123","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:22dc47b456076051a8f69123","label":"test_return_attempt_reuses_bound_receipt_path_after_alternate_retry","locator":{"end_column":87,"end_line":1774,"fragment":"","pointer":"","start_column":1,"start_line":1747},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_attempt_reuses_bound_receipt_path_after_alternate_retry","target_ref":"python:MODULE._bind_return_attempt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_attempt_reuses_bound_receipt_path_after_alternate_retry","target_ref":"python:MODULE._reserve_return_attempt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_attempt_reuses_bound_receipt_path_after_alternate_retry","target_ref":"python:MODULE._return_attempt_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_attempt_reuses_bound_receipt_path_after_alternate_retry","target_ref":"python:attempt_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_attempt_reuses_bound_receipt_path_after_alternate_retry","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_attempt_reuses_bound_receipt_path_after_alternate_retry","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_attempt_reuses_bound_receipt_path_after_alternate_retry","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_return_attempt_reuses_bound_receipt_path_after_alternate_retry","semantic_key":"python:function:test_return_attempt_reuses_bound_receipt_path_after_alternate_retry","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
@@ -67,6 +68,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:929bb0fffe9e156f7aa34124:aoa:abyss-stack:anchor:0579398f775a3272a0d023b2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0579398f775a3272a0d023b2","label":"Owner boundary","locator":{"end_column":17,"end_line":3,"fragment":"owner-boundary","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:owner-boundary","source_id":"aoa:abyss-stack:artifact:929bb0fffe9e156f7aa34124","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:93400db88cd62d2a81a90650:aoa:abyss-stack:anchor:474ae5218749ab0ce6a3538a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:474ae5218749ab0ce6a3538a","label":"SemanticRetrievalError","locator":{"end_column":74,"end_line":25,"fragment":"","pointer":"","start_column":1,"start_line":24},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"SemanticRetrievalError","semantic_key":"python:class:SemanticRetrievalError","source_id":"aoa:abyss-stack:artifact:93400db88cd62d2a81a90650","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466:aoa:abyss-stack:anchor:4a6261fe44079289287dccf0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:4a6261fe44079289287dccf0","label":"Runtime Hygiene Validator Module","locator":{"end_column":34,"end_line":1,"fragment":"runtime-hygiene-validator-module","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-hygiene-validator-module","source_id":"aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:26acc0b75d52187385d14733","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:26acc0b75d52187385d14733","label":"_historical_trust_auth_tag","locator":{"end_column":31,"end_line":5868,"fragment":"","pointer":"","start_column":5,"start_line":5857},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_auth_tag","target_ref":"python:_canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_auth_tag","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_auth_tag","target_ref":"python:hmac.new"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_auth_tag","target_ref":"python:self._historical_trust_key"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._historical_trust_auth_tag","target_ref":"python:unsigned.pop"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._historical_trust_auth_tag","semantic_key":"python:method:LiveCodeIntelligenceRuntime._historical_trust_auth_tag","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:473967fb63b2f878568916a9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:473967fb63b2f878568916a9","label":"_lsp_launch_environment","locator":{"end_column":23,"end_line":544,"fragment":"","pointer":"","start_column":1,"start_line":518},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_lsp_launch_environment","target_ref":"python:_is_python_interpreter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_lsp_launch_environment","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_lsp_launch_environment","semantic_key":"python:function:_lsp_launch_environment","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a3768bb1b4757f9013b356b3:aoa:abyss-stack:anchor:2ee814fd5530661ab7d9513b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2ee814fd5530661ab7d9513b","label":"StaticBearerTokenVerifier","locator":{"end_column":10,"end_line":63,"fragment":"","pointer":"","start_column":1,"start_line":31},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"StaticBearerTokenVerifier","semantic_key":"python:class:StaticBearerTokenVerifier","source_id":"aoa:abyss-stack:artifact:a3768bb1b4757f9013b356b3","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:5dd79a7982b044ab666c0233","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:5dd79a7982b044ab666c0233","label":"evidence","locator":{"end_column":9,"end_line":34,"fragment":"","pointer":"/evidence","start_column":1,"start_line":34},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/evidence","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab302cfacfc362b003846175:aoa:abyss-stack:anchor:cf623e09c46906677da6f848","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:cf623e09c46906677da6f848","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:ab302cfacfc362b003846175","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/c9.jsonl b/kag/indexes/shards/anchor/c9.jsonl
index b5f514a196..56b6d37bdd 100644
--- a/kag/indexes/shards/anchor/c9.jsonl
+++ b/kag/indexes/shards/anchor/c9.jsonl
@@ -46,6 +46,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:6a97b5658d78dd5731a7a315:aoa:abyss-stack:anchor:2d3288ed344510f7b2045235","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2d3288ed344510f7b2045235","label":"Preflight","locator":{"end_column":12,"end_line":3,"fragment":"preflight","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:preflight","source_id":"aoa:abyss-stack:artifact:6a97b5658d78dd5731a7a315","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379:aoa:abyss-stack:anchor:d2dc8bd09a7fb5c3a5f83786","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d2dc8bd09a7fb5c3a5f83786","label":"Source surfaces","locator":{"end_column":18,"end_line":120,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":120},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b5553ecdb5136ed27e16cb6:aoa:abyss-stack:anchor:45eddf3fc88b1383c37dfaf4","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:45eddf3fc88b1383c37dfaf4","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6b5553ecdb5136ed27e16cb6","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:2f54502b06a13ab03a9c8caf","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2f54502b06a13ab03a9c8caf","label":"baseline_continuation_source_paths","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/baseline_continuation_source_paths","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/baseline_continuation_source_paths","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:70d590cd02bafa083d61434e:aoa:abyss-stack:anchor:521cbafb4d769926b261378a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:521cbafb4d769926b261378a","label":"Follow-up route","locator":{"end_column":18,"end_line":128,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":128},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:70d590cd02bafa083d61434e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:74e503a869912eb60709e27a:aoa:abyss-stack:anchor:21a6d665126c76d68e01d662","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:21a6d665126c76d68e01d662","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:74e503a869912eb60709e27a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:756c625efa7d8fba0872a745:aoa:abyss-stack:anchor:4a84684fcf07233d0a3662af","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4a84684fcf07233d0a3662af","label":"routing_sdk_canonical_layer_check","locator":{"end_column":6,"end_line":586,"fragment":"","pointer":"","start_column":1,"start_line":397},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:ROUTE_API_BASE_URL.rstrip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:closure.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:closure.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:closure.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:compatibility.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:compatibility.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:compatibility.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:expected_switch.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:http_get_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:is_git_object_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:is_git_object_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:is_sha256_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:is_sha256_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:layers_status.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:make_check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:make_check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:make_check"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:predecessor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:predecessor.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:producer.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:producer.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:provenance.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:provenance.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:provenance.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:provenance.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:provenance.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:provenance.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:provenance.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:provenance.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:provenance.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:provenance.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:routing_status.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:routing_status.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:switch.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:switch.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:routing_sdk_canonical_layer_check","target_ref":"python:switch.get"}],"parser_ref":"python-ast@1","qualified_name":"routing_sdk_canonical_layer_check","semantic_key":"python:function:routing_sdk_canonical_layer_check","source_id":"aoa:abyss-stack:artifact:756c625efa7d8fba0872a745","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/ca.jsonl b/kag/indexes/shards/anchor/ca.jsonl
index 5fb9834bba..5846e9b7e6 100644
--- a/kag/indexes/shards/anchor/ca.jsonl
+++ b/kag/indexes/shards/anchor/ca.jsonl
@@ -37,6 +37,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:54c70db973a1a6db00eff71c:aoa:abyss-stack:anchor:6ddea1539ba4c5c41f4239ed","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:6ddea1539ba4c5c41f4239ed","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:54c70db973a1a6db00eff71c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:58ca34551fd216436133e85d:aoa:abyss-stack:anchor:02f6100af3818b3a5e4d46ea","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:02f6100af3818b3a5e4d46ea","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:58ca34551fd216436133e85d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:28ffa73f2639f87e65761533","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:28ffa73f2639f87e65761533","label":"aoa_decisions_repo_symmetry","locator":{"end_column":60,"end_line":342,"fragment":"","pointer":"","start_column":9,"start_line":340},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.aoa_decisions_repo_symmetry","target_ref":"python:current_state"}],"parser_ref":"python-ast@1","qualified_name":"build_server.aoa_decisions_repo_symmetry","semantic_key":"python:method:build_server.aoa_decisions_repo_symmetry","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:aa6dcbb60846d5715697607a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:aa6dcbb60846d5715697607a","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:8cf8dcb4e1914091529e68bb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8cf8dcb4e1914091529e68bb","label":"_load_state","locator":{"end_column":23,"end_line":3097,"fragment":"","pointer":"","start_column":5,"start_line":3081},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_state","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_state","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_state","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_state","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_state","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_state","target_ref":"python:path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._load_state","target_ref":"python:self._state_path"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._load_state","semantic_key":"python:method:AgentOSRuntimeBridge._load_state","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:712668d4fc44f3b900535739:aoa:abyss-stack:anchor:8de00a12931a59a6ac3a3ce6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8de00a12931a59a6ac3a3ce6","label":"aoa_telegram_connector_query_graph","locator":{"end_column":70,"end_line":99,"fragment":"","pointer":"","start_column":5,"start_line":96},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_server.aoa_telegram_connector_query_graph","target_ref":"python:service_state.query_graph"}],"parser_ref":"python-ast@1","qualified_name":"build_server.aoa_telegram_connector_query_graph","semantic_key":"python:method:build_server.aoa_telegram_connector_query_graph","source_id":"aoa:abyss-stack:artifact:712668d4fc44f3b900535739","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7143893fdfbba453b2b6d91a:aoa:abyss-stack:anchor:8bb451c2836af23d635da41e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8bb451c2836af23d635da41e","label":"2026-05-13 - Package card completion","locator":{"end_column":39,"end_line":18,"fragment":"2026-05-13-package-card-completion","pointer":"","start_column":1,"start_line":18},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-05-13-package-card-completion","source_id":"aoa:abyss-stack:artifact:7143893fdfbba453b2b6d91a","symbol_kind":""}
@@ -55,6 +56,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155:aoa:abyss-stack:anchor:62ff9e71f53bce09e65d9881","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:62ff9e71f53bce09e65d9881","label":"mechanics/AGENTS.md","locator":{"end_column":51,"end_line":23,"fragment":"","pointer":"","start_column":3,"start_line":23},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:canonical-surfaces","target_ref":"../../mechanics/AGENTS.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:23:3:0:../../mechanics/AGENTS.md","source_id":"aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a03500d3d527c864996efece:aoa:abyss-stack:anchor:ee223db6cbcb55f7c5edb0de","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ee223db6cbcb55f7c5edb0de","label":"main","locator":{"end_column":10,"end_line":151,"fragment":"","pointer":"","start_column":1,"start_line":68},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:AoA4PDAConnectorMCPState.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:answer.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:server.list_tools"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.answer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.source_route"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:a03500d3d527c864996efece","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a08e06a6c24e9ce09be1133c:aoa:abyss-stack:anchor:e416e23f897bcf7caebf869f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e416e23f897bcf7caebf869f","label":"forbidden_actions","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/forbidden_actions","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/forbidden_actions","source_id":"aoa:abyss-stack:artifact:a08e06a6c24e9ce09be1133c","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:013e66f255e6bdd25ef2ac25","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:013e66f255e6bdd25ef2ac25","label":"_location","locator":{"end_column":6,"end_line":1706,"fragment":"","pointer":"","start_column":1,"start_line":1698},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_location","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_location","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_location","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_location","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_location","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_location","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_location","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_location","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_location","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_location","target_ref":"python:int"}],"parser_ref":"python-ast@1","qualified_name":"_location","semantic_key":"python:function:_location","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:41ec1da698d73872680e24ad","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:41ec1da698d73872680e24ad","label":"_state_payload","locator":{"end_column":10,"end_line":4968,"fragment":"","pointer":"","start_column":5,"start_line":4861},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:files.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:record.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:self._lifecycle_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:self._lsp_session_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:self._observation_envelope"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:self._observation_lanes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:self._owner_review_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:self._provider_worker_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:serial_files.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:serial_files.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:serial_files.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:serial_files.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._state_payload","target_ref":"python:sum"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._state_payload","semantic_key":"python:method:LiveCodeIntelligenceRuntime._state_payload","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:f6a64a4939781191dd7f2def","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f6a64a4939781191dd7f2def","label":"build_parser","locator":{"end_column":18,"end_line":2848,"fragment":"","pointer":"","start_column":1,"start_line":2828},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:parser.add_subparsers"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:resume_scenario.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:run_scenario.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:run_scenario.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:status.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:status.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:sub.add_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:sub.add_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:sub.add_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_parser","target_ref":"python:sub.add_parser"}],"parser_ref":"python-ast@1","qualified_name":"build_parser","semantic_key":"python:function:build_parser","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:fa757547084a13d3f0ca2b16","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fa757547084a13d3f0ca2b16","label":"acceptance_validate","locator":{"end_column":10,"end_line":2561,"fragment":"","pointer":"","start_column":5,"start_line":2537},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.acceptance_validate","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.acceptance_validate","target_ref":"python:node_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.acceptance_validate","target_ref":"python:record_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.acceptance_validate","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.acceptance_validate","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.acceptance_validate","semantic_key":"python:method:build_graph.acceptance_validate","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a317ae219ef8a1c7391032f6:aoa:abyss-stack:anchor:d9d8ea201cc9f3a154ec1e73","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d9d8ea201cc9f3a154ec1e73","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:a317ae219ef8a1c7391032f6","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/cb.jsonl b/kag/indexes/shards/anchor/cb.jsonl
index bda773e544..8002a9f02d 100644
--- a/kag/indexes/shards/anchor/cb.jsonl
+++ b/kag/indexes/shards/anchor/cb.jsonl
@@ -30,6 +30,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:306ac70a22113ee1d08eadc9:aoa:abyss-stack:anchor:dc98fd7342e8a9f7e8770b8b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dc98fd7342e8a9f7e8770b8b","label":"_read_verified_regular_file","locator":{"end_column":33,"end_line":5448,"fragment":"","pointer":"","start_column":1,"start_line":5402},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:IncarnationHomeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:IncarnationHomeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:IncarnationHomeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:chunks.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:os.fstat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:os.fstat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:os.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:stat.S_IMODE"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:stat.S_IMODE"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_verified_regular_file","target_ref":"python:stat.S_ISREG"}],"parser_ref":"python-ast@1","qualified_name":"_read_verified_regular_file","semantic_key":"python:function:_read_verified_regular_file","source_id":"aoa:abyss-stack:artifact:306ac70a22113ee1d08eadc9","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:35369a2e483d3b87d8ce5331:aoa:abyss-stack:anchor:012d20290e0aa42632e935b3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:012d20290e0aa42632e935b3","label":"_bearer_token","locator":{"end_column":17,"end_line":122,"fragment":"","pointer":"","start_column":1,"start_line":103},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:_TOKEN_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:_credential_token"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:credential_token.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:env_token.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:hmac.compare_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_bearer_token","target_ref":"python:os.environ.get"}],"parser_ref":"python-ast@1","qualified_name":"_bearer_token","semantic_key":"python:function:_bearer_token","source_id":"aoa:abyss-stack:artifact:35369a2e483d3b87d8ce5331","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9:aoa:abyss-stack:anchor:d315b26c71e5e9a67bbaafaf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d315b26c71e5e9a67bbaafaf","label":"test_skill_evidence_task_episode_refs_validate_before_bounding","locator":{"end_column":58,"end_line":6157,"fragment":"","pointer":"","start_column":1,"start_line":6127},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_skill_evidence_task_episode_refs_validate_before_bounding","target_ref":"python:core_module._compact_skill_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_skill_evidence_task_episode_refs_validate_before_bounding","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_skill_evidence_task_episode_refs_validate_before_bounding","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_skill_evidence_task_episode_refs_validate_before_bounding","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_skill_evidence_task_episode_refs_validate_before_bounding","target_ref":"python:range"}],"parser_ref":"python-ast@1","qualified_name":"test_skill_evidence_task_episode_refs_validate_before_bounding","semantic_key":"python:function:test_skill_evidence_task_episode_refs_validate_before_bounding","source_id":"aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:3e577d548e95db372813e2a1:aoa:abyss-stack:anchor:7813943e22a12f264f1857ec","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7813943e22a12f264f1857ec","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:4162ae04a17e6f7260173ebf:aoa:abyss-stack:anchor:2a4ddc0ee2b41f3ef1e250a5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2a4ddc0ee2b41f3ef1e250a5","label":"_sealed_payload_descriptor","locator":{"end_column":81,"end_line":272,"fragment":"","pointer":"","start_column":1,"start_line":239},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:OSError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:SupervisorError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:SupervisorError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:fcntl.fcntl"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:locals"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:os.lseek"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:os.memfd_create"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sealed_payload_descriptor","target_ref":"python:os.write"}],"parser_ref":"python-ast@1","qualified_name":"_sealed_payload_descriptor","semantic_key":"python:function:_sealed_payload_descriptor","source_id":"aoa:abyss-stack:artifact:4162ae04a17e6f7260173ebf","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:425c86b70f9a6435199e5193:aoa:abyss-stack:anchor:3fe085cd17fb4f6f418ef898","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:3fe085cd17fb4f6f418ef898","label":"Follow-up route","locator":{"end_column":18,"end_line":68,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":68},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:425c86b70f9a6435199e5193","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:461cb45899fc23c8c828f35e:aoa:abyss-stack:anchor:1c2f94915e3457473e2821cd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1c2f94915e3457473e2821cd","label":"Source surfaces","locator":{"end_column":18,"end_line":63,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":63},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:461cb45899fc23c8c828f35e","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/cc.jsonl b/kag/indexes/shards/anchor/cc.jsonl
index cf6533acd4..20ac8e7181 100644
--- a/kag/indexes/shards/anchor/cc.jsonl
+++ b/kag/indexes/shards/anchor/cc.jsonl
@@ -4,7 +4,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:527e49c267f6dcc73930b70b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:527e49c267f6dcc73930b70b","label":"validate_w4_public_doc_edit_spec","locator":{"end_column":16,"end_line":5925,"fragment":"","pointer":"","start_column":1,"start_line":5914},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_w4_public_doc_edit_spec","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_w4_public_doc_edit_spec","target_ref":"python:spec.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_w4_public_doc_edit_spec","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"validate_w4_public_doc_edit_spec","semantic_key":"python:function:validate_w4_public_doc_edit_spec","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:d3245a6b46f90dfb39c1bd39","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d3245a6b46f90dfb39c1bd39","label":"run_w1_preflight","locator":{"end_column":95,"end_line":2966,"fragment":"","pointer":"","start_column":1,"start_line":2939},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:health_payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:health_payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:langchain_endpoint"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:run_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:run_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_w1_preflight","target_ref":"python:setup_root.mkdir"}],"parser_ref":"python-ast@1","qualified_name":"run_w1_preflight","semantic_key":"python:function:run_w1_preflight","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:5d85c850c237e9a66d633327","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5d85c850c237e9a66d633327","label":"test_stack_launcher_preserves_container_runtime_helpers","locator":{"end_column":66,"end_line":433,"fragment":"","pointer":"","start_column":5,"start_line":420},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","target_ref":"python:STACK_RUNTIME_DROPIN.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","target_ref":"python:STACK_RUNTIME_UNIT.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","target_ref":"python:self.assertIn"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","semantic_key":"python:method:RuntimeLifecycleUserUnitTests.test_stack_launcher_preserves_container_runtime_helpers","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:13d5e16c760155288fa0bffa","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:13d5e16c760155288fa0bffa","label":"Added","locator":{"end_column":9,"end_line":1558,"fragment":"added-4","pointer":"","start_column":1,"start_line":1558},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:added-4","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:13d5e16c760155288fa0bffa","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:13d5e16c760155288fa0bffa","label":"Added","locator":{"end_column":9,"end_line":1562,"fragment":"added-4","pointer":"","start_column":1,"start_line":1562},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:added-4","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:ab22bbdc00be82be4a717a5d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ab22bbdc00be82be4a717a5d","label":"Fixed","locator":{"end_column":9,"end_line":10,"fragment":"fixed","pointer":"","start_column":1,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:fixed","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:06e90b2680232344621ce950:aoa:abyss-stack:anchor:45dc44e3386fbe5eb01f85b8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:45dc44e3386fbe5eb01f85b8","label":"http_auth_kwargs","locator":{"end_column":6,"end_line":193,"fragment":"","pointer":"","start_column":1,"start_line":147},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:AuthSettings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:StaticBearerTokenVerifier"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_CREDENTIAL_NAME_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_ENV_NAME_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_SCOPE_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_bearer_token"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_http_authority"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_loopback_transport_security"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:transport_settings"}],"parser_ref":"python-ast@1","qualified_name":"http_auth_kwargs","semantic_key":"python:function:http_auth_kwargs","source_id":"aoa:abyss-stack:artifact:06e90b2680232344621ce950","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f8ad385c764e91ef87891e0:aoa:abyss-stack:anchor:bfb4c3b67c414a516774bb1c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bfb4c3b67c414a516774bb1c","label":"AdmissionAutomationStatus","locator":{"end_column":29,"end_line":77,"fragment":"","pointer":"","start_column":1,"start_line":59},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AdmissionAutomationStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AdmissionAutomationStatus","target_ref":"python:Field"}],"parser_ref":"python-ast@1","qualified_name":"AdmissionAutomationStatus","semantic_key":"python:class:AdmissionAutomationStatus","source_id":"aoa:abyss-stack:artifact:0f8ad385c764e91ef87891e0","symbol_kind":"class"}
@@ -82,6 +82,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:93bafdcb11c10717d65eff58:aoa:abyss-stack:anchor:b182c32ee34520463110c7ab","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b182c32ee34520463110c7ab","label":"ollama","locator":{"end_column":13,"end_line":10,"fragment":"","pointer":"/services/litellm/depends_on/ollama","start_column":7,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/litellm/depends_on/ollama","source_id":"aoa:abyss-stack:artifact:93bafdcb11c10717d65eff58","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:963681176585fdb0acf8bf42:aoa:abyss-stack:anchor:f5bc7856f571c20e33bf48e5","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:f5bc7856f571c20e33bf48e5","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:963681176585fdb0acf8bf42","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:b5c35c75a1309fddc1de9cbc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b5c35c75a1309fddc1de9cbc","label":"escape_value","locator":{"end_column":24,"end_line":102,"fragment":"","pointer":"","start_column":1,"start_line":93},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:escape_value","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:escape_value","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:escape_value","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:escape_value","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:escape_value","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"escape_value","semantic_key":"python:function:escape_value","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:add0041755e87ccf9eae52ef","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:add0041755e87ccf9eae52ef","label":"_validate_machine_evidence_payload","locator":{"end_column":22,"end_line":1239,"fragment":"","pointer":"","start_column":1,"start_line":886},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_fresh_utc_timestamp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_string_list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_validate_lifecycle_component"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_validated_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:_validated_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:details.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:details.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:expected_provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:health.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:health.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:health.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:health.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:installation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:installation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:installation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:installation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:installation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:lifecycle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:lifecycle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:lsp_sessions.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:machine_evidence_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:observations.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:primary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:provider_by_id.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:provider_by_id.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:provider_by_id.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:providers.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:required_session_keys.difference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:verification.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:verification.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:verification.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_payload","target_ref":"python:verification.get"}],"parser_ref":"python-ast@1","qualified_name":"_validate_machine_evidence_payload","semantic_key":"python:function:_validate_machine_evidence_payload","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a3f735bb15cfdea8f35d10fd:aoa:abyss-stack:anchor:466af7a8f30a041ed90ec8f7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:466af7a8f30a041ed90ec8f7","label":"_read_base","locator":{"end_column":16,"end_line":129,"fragment":"","pointer":"","start_column":1,"start_line":110},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_base","target_ref":"python:base.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_base","target_ref":"python:base.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_base","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_base","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_base","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_base","target_ref":"python:path.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_base","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_base","target_ref":"python:stream.read"}],"parser_ref":"python-ast@1","qualified_name":"_read_base","semantic_key":"python:function:_read_base","source_id":"aoa:abyss-stack:artifact:a3f735bb15cfdea8f35d10fd","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4fe577d98aba3921f97916d:aoa:abyss-stack:anchor:c60e24385a68a6ac1cbe4dd9","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c60e24385a68a6ac1cbe4dd9","label":"Contract","locator":{"end_column":11,"end_line":12,"fragment":"contract","pointer":"","start_column":1,"start_line":12},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:contract","source_id":"aoa:abyss-stack:artifact:a4fe577d98aba3921f97916d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:03e6161416931b901d7a2fbc","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:03e6161416931b901d7a2fbc","label":"ABYSS-STACK-D-0117 Recover Review Inputs Without Rewriting Owner Writers","locator":{"end_column":157,"end_line":678,"fragment":"","pointer":"","start_column":3,"start_line":678},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-boundary","target_ref":"../ABYSS-STACK-D-0117-recover-review-inputs-without-rewriting-owner-writers.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:678:3:0:../ABYSS-STACK-D-0117-recover-review-inputs-without-rewriting-owner-writers.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/cd.jsonl b/kag/indexes/shards/anchor/cd.jsonl
index 95dbb2e33c..da2ae837a8 100644
--- a/kag/indexes/shards/anchor/cd.jsonl
+++ b/kag/indexes/shards/anchor/cd.jsonl
@@ -38,6 +38,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5a1365bbc05185dc12eb40d4:aoa:abyss-stack:anchor:4d05bf6475858084c3e753d8","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:4d05bf6475858084c3e753d8","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:5a1365bbc05185dc12eb40d4","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:5ec0472dd898f8116b7cd103:aoa:abyss-stack:anchor:72524cbedc85cfc3a354d5bd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:72524cbedc85cfc3a354d5bd","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:5ec0472dd898f8116b7cd103","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:28a4559309091ac050323c92","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:28a4559309091ac050323c92","label":"_same_json","locator":{"end_column":61,"end_line":692,"fragment":"","pointer":"","start_column":1,"start_line":691},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_same_json","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_same_json","target_ref":"python:_canonical_bytes"}],"parser_ref":"python-ast@1","qualified_name":"_same_json","semantic_key":"python:function:_same_json","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:9a0577b6d3b90e3a1610fede","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9a0577b6d3b90e3a1610fede","label":"test_discover_does_not_overclaim_malformed_last_good","locator":{"end_column":10,"end_line":2228,"fragment":"","pointer":"","start_column":5,"start_line":2215},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.runtime.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.runtime.last_good_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.runtime.last_good_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_discover_does_not_overclaim_malformed_last_good","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66efc95799bd11effc920374:aoa:abyss-stack:anchor:9e751bf745afff1c25c5fbab","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9e751bf745afff1c25c5fbab","label":"_normalized_timestamp","locator":{"end_column":55,"end_line":302,"fragment":"","pointer":"","start_column":1,"start_line":292},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_normalized_timestamp","target_ref":"python:PreflightError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_normalized_timestamp","target_ref":"python:PreflightError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_normalized_timestamp","target_ref":"python:PreflightError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_normalized_timestamp","target_ref":"python:datetime.fromisoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_normalized_timestamp","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_normalized_timestamp","target_ref":"python:parsed.astimezone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_normalized_timestamp","target_ref":"python:parsed.utcoffset"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_normalized_timestamp","target_ref":"python:value.endswith"}],"parser_ref":"python-ast@1","qualified_name":"_normalized_timestamp","semantic_key":"python:function:_normalized_timestamp","source_id":"aoa:abyss-stack:artifact:66efc95799bd11effc920374","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:697386c8937babe0424a6f20:aoa:abyss-stack:anchor:2ef447589c91630bf3aa92ef","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2ef447589c91630bf3aa92ef","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:697386c8937babe0424a6f20","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:e66601eceadcb950f3e06597","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e66601eceadcb950f3e06597","label":"_pause_attempt_lock","locator":{"end_column":33,"end_line":2456,"fragment":"","pointer":"","start_column":1,"start_line":2429},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_attempt_lock","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_attempt_lock","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_attempt_lock","target_ref":"python:_validate_output_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_attempt_lock","target_ref":"python:anchor_path.with_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_attempt_lock","target_ref":"python:fcntl.flock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_attempt_lock","target_ref":"python:fcntl.flock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_attempt_lock","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_attempt_lock","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_attempt_lock","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_attempt_lock","target_ref":"python:os.open"}],"parser_ref":"python-ast@1","qualified_name":"_pause_attempt_lock","semantic_key":"python:function:_pause_attempt_lock","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/ce.jsonl b/kag/indexes/shards/anchor/ce.jsonl
index da6d5f12e7..4fd7ff3fb1 100644
--- a/kag/indexes/shards/anchor/ce.jsonl
+++ b/kag/indexes/shards/anchor/ce.jsonl
@@ -38,6 +38,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:52f502d57bca1b07eb74fcd3:aoa:abyss-stack:anchor:78b6368967470d2c84a7adf0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:78b6368967470d2c84a7adf0","label":"Compose and service stance","locator":{"end_column":29,"end_line":233,"fragment":"compose-and-service-stance","pointer":"","start_column":1,"start_line":233},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:compose-and-service-stance","source_id":"aoa:abyss-stack:artifact:52f502d57bca1b07eb74fcd3","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:618e7f3d88aaa8d5b0adade8:aoa:abyss-stack:anchor:688067cf134f656b3e916183","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:688067cf134f656b3e916183","label":"Intel 285H candidate overlays","locator":{"end_column":32,"end_line":51,"fragment":"intel-285h-candidate-overlays","pointer":"","start_column":1,"start_line":51},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:intel-285h-candidate-overlays","source_id":"aoa:abyss-stack:artifact:618e7f3d88aaa8d5b0adade8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b22ebdfaca43f7647707c8:aoa:abyss-stack:anchor:d09857302069712669ec4dfc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d09857302069712669ec4dfc","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:61b22ebdfaca43f7647707c8","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:973551ebab6a045e5e9dc1e2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:973551ebab6a045e5e9dc1e2","label":"test_lsp_reader_does_not_match_boolean_response_ids","locator":{"end_column":67,"end_line":828,"fragment":"","pointer":"","start_column":5,"start_line":808},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:destination.empty"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:live_code_intelligence.queue.Queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:live_code_intelligence.queue.Queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:object.__new__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:session._reader_loop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:session._responses.get_nowait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","target_ref":"python:threading.Lock"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_boolean_response_ids","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:c6d1354f28d87e075c5c87b1","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:c6d1354f28d87e075c5c87b1","label":"AOA_BABELVOX_TTS_TOP_K","locator":{"end_column":61,"end_line":19,"fragment":"","pointer":"/services/babelvox-tts/environment/AOA_BABELVOX_TTS_TOP_K","start_column":7,"start_line":19},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/environment/AOA_BABELVOX_TTS_TOP_K","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6901ab51fa39a5bb9dc7315c:aoa:abyss-stack:anchor:6b7b8b2633868d4ebf2a5fc9","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6b7b8b2633868d4ebf2a5fc9","label":"Options considered","locator":{"end_column":21,"end_line":27,"fragment":"options-considered","pointer":"","start_column":1,"start_line":27},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:6901ab51fa39a5bb9dc7315c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6999b3015686383e3398e25d:aoa:abyss-stack:anchor:5597a49ff0b20865cb886bc0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5597a49ff0b20865cb886bc0","label":"Scope","locator":{"end_column":8,"end_line":3,"fragment":"scope","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:scope","source_id":"aoa:abyss-stack:artifact:6999b3015686383e3398e25d","symbol_kind":""}
@@ -57,6 +58,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:23fb4ebd7f13b919932397b6","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:23fb4ebd7f13b919932397b6","label":"ABYSS-STACK-D-0068 Decision Graph Contract And Impact Packets","locator":{"end_column":135,"end_line":362,"fragment":"","pointer":"","start_column":3,"start_line":362},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:decision-graph-coverage","target_ref":"../ABYSS-STACK-D-0068-decision-graph-contract-and-impact-packets.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:362:3:0:../ABYSS-STACK-D-0068-decision-graph-contract-and-impact-packets.md","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8e20647158e78b706d0bc62e:aoa:abyss-stack:anchor:911e5711d9bc220adeaac1a1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:911e5711d9bc220adeaac1a1","label":"make_args","locator":{"end_column":10,"end_line":75,"fragment":"","pointer":"","start_column":5,"start_line":54},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADiagnoseTests.make_args","target_ref":"python:argparse.Namespace"}],"parser_ref":"python-ast@1","qualified_name":"AoADiagnoseTests.make_args","semantic_key":"python:method:AoADiagnoseTests.make_args","source_id":"aoa:abyss-stack:artifact:8e20647158e78b706d0bc62e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:8f235ad4d8127c4a865999d1:aoa:abyss-stack:anchor:3bd140edb3cd268dc416353e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:3bd140edb3cd268dc416353e","label":"build snapshot contract is explicit","locator":{"end_column":39,"end_line":38,"fragment":"","pointer":"/evidence/0","start_column":3,"start_line":38},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/evidence/0","source_id":"aoa:abyss-stack:artifact:8f235ad4d8127c4a865999d1","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:c32027d25c579557cf12d22f","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:c32027d25c579557cf12d22f","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:b8b1e28a26d2e4e73fab95e1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b8b1e28a26d2e4e73fab95e1","label":"HumanReviewWorkbenchError","locator":{"end_column":85,"end_line":116,"fragment":"","pointer":"","start_column":1,"start_line":115},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"HumanReviewWorkbenchError","semantic_key":"python:class:HumanReviewWorkbenchError","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9:aoa:abyss-stack:anchor:47dce298213bcb39bc289506","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:47dce298213bcb39bc289506","label":"main","locator":{"end_column":96,"end_line":222,"fragment":"","pointer":"","start_column":1,"start_line":155},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:child.poll"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:child.wait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:child.wait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:child.wait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:normalize_returncode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:release"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:release"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:reserve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:signal.signal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:signal.signal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:signal_child_group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:signal_child_group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:subprocess.Popen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:wait_ready"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:998e97b747c124e0850c3ff9","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:076c3b67ea9d35c277df49a7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:076c3b67ea9d35c277df49a7","label":"schema_for_path","locator":{"end_column":57,"end_line":216,"fragment":"","pointer":"","start_column":1,"start_line":205},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:schema_for_path","target_ref":"python:child_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:schema_for_path","target_ref":"python:effective_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:schema_for_path","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:schema_for_path","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:schema_for_path","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"schema_for_path","semantic_key":"python:function:schema_for_path","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/cf.jsonl b/kag/indexes/shards/anchor/cf.jsonl
index ad0dd31c90..dace379cfd 100644
--- a/kag/indexes/shards/anchor/cf.jsonl
+++ b/kag/indexes/shards/anchor/cf.jsonl
@@ -47,6 +47,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5cf511073cba8648076ea457:aoa:abyss-stack:anchor:71877d55f10c99723d1eaaad","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:71877d55f10c99723d1eaaad","label":"mem_limit","locator":{"end_column":18,"end_line":9,"fragment":"","pointer":"/services/langchain-api/mem_limit","start_column":5,"start_line":9},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/mem_limit","source_id":"aoa:abyss-stack:artifact:5cf511073cba8648076ea457","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:a507ffeb08e03740fc7e76bb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a507ffeb08e03740fc7e76bb","label":"_parse_json_bytes","locator":{"end_column":75,"end_line":338,"fragment":"","pointer":"","start_column":1,"start_line":322},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_json_bytes","target_ref":"python:json.JSONDecodeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_json_bytes","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_parse_json_bytes","target_ref":"python:raw.decode"}],"parser_ref":"python-ast@1","qualified_name":"_parse_json_bytes","semantic_key":"python:function:_parse_json_bytes","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6606e341283d8091bb102e1b:aoa:abyss-stack:anchor:f2855ad71e45f7553d1e4fa7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f2855ad71e45f7553d1e4fa7","label":"configured_capability_profile","locator":{"end_column":17,"end_line":73,"fragment":"","pointer":"","start_column":1,"start_line":64},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:configured_capability_profile","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:configured_capability_profile","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:configured_capability_profile","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"configured_capability_profile","semantic_key":"python:function:configured_capability_profile","source_id":"aoa:abyss-stack:artifact:6606e341283d8091bb102e1b","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:e02a717a2fa79b6779bd9958","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:e02a717a2fa79b6779bd9958","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:09a501349ca7e1c1bb95a2da","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:09a501349ca7e1c1bb95a2da","label":"goal_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/goal_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/goal_id","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:b7654e892c9858bac1e73f7b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b7654e892c9858bac1e73f7b","label":"_pause_binding","locator":{"end_column":6,"end_line":2425,"fragment":"","pointer":"","start_column":1,"start_line":2418},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_binding","target_ref":"python:owner_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_binding","target_ref":"python:pause_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_binding","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_binding","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_pause_binding","semantic_key":"python:function:_pause_binding","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f9267f0ffa5e1f1d9dd3621:aoa:abyss-stack:anchor:85383a828ec6f54d9a0198c0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:85383a828ec6f54d9a0198c0","label":"Read before editing","locator":{"end_column":22,"end_line":17,"fragment":"read-before-editing","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:read-before-editing","source_id":"aoa:abyss-stack:artifact:6f9267f0ffa5e1f1d9dd3621","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:70a7cc76f8dc0e3d1481b741:aoa:abyss-stack:anchor:45d7dee1a1904ae214f96ea8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:45d7dee1a1904ae214f96ea8","label":"Local Worker Path","locator":{"end_column":19,"end_line":1,"fragment":"local-worker-path","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:local-worker-path","source_id":"aoa:abyss-stack:artifact:70a7cc76f8dc0e3d1481b741","symbol_kind":""}
@@ -64,6 +66,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:d1d4c9086ae31b91a64a8e74","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d1d4c9086ae31b91a64a8e74","label":"test_experience_wave5_examples_match_schemas","locator":{"end_column":93,"end_line":274,"fragment":"","pointer":"","start_column":5,"start_line":257},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:Draft202012Validator.check_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:example_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:example_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:example_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:load_contract"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:missing_pairs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:missing_pairs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:schema_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:schema_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:schema_path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","target_ref":"python:validation_errors"}],"parser_ref":"python-ast@1","qualified_name":"ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","semantic_key":"python:method:ExperienceWave5SeedContractTests.test_experience_wave5_examples_match_schemas","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:35ba7be0cb62966139a587e0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:35ba7be0cb62966139a587e0","label":"_observe_input","locator":{"end_column":18,"end_line":224,"fragment":"","pointer":"","start_column":1,"start_line":162},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:_command_output"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:_command_output"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:_file_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:_file_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:_pointer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:_resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:_tree_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:response.headers.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:response.headers.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:response.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:shutil.which"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:urllib.request.Request"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_observe_input","target_ref":"python:urlopen"}],"parser_ref":"python-ast@1","qualified_name":"_observe_input","semantic_key":"python:function:_observe_input","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:9a861d8a8cc8a1fd8b1c7c90","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:9a861d8a8cc8a1fd8b1c7c90","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:0fbc92cbb78ba6b3f6ea5e1e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0fbc92cbb78ba6b3f6ea5e1e","label":"__bool__","locator":{"end_column":33,"end_line":2570,"fragment":"","pointer":"","start_column":5,"start_line":2569},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkQueue.__bool__","target_ref":"python:bool"}],"parser_ref":"python-ast@1","qualified_name":"_ProviderWorkQueue.__bool__","semantic_key":"python:method:_ProviderWorkQueue.__bool__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:51281bb26b9f7362e8c8c378","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:51281bb26b9f7362e8c8c378","label":"ensure_llamacpp_promotion_pass","locator":{"end_column":21,"end_line":722,"fragment":"","pointer":"","start_column":1,"start_line":710},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:latest.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:latest_payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:promotion.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ensure_llamacpp_promotion_pass","target_ref":"python:verdict.get"}],"parser_ref":"python-ast@1","qualified_name":"ensure_llamacpp_promotion_pass","semantic_key":"python:function:ensure_llamacpp_promotion_pass","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a384cff6da2bbdfb60be1f3f:aoa:abyss-stack:anchor:752c7275a9ed8783968da042","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:752c7275a9ed8783968da042","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:a384cff6da2bbdfb60be1f3f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a38afa6506fd860f4305359f:aoa:abyss-stack:anchor:087fd590e83f6979698ef9b2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:087fd590e83f6979698ef9b2","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:a38afa6506fd860f4305359f","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/d1.jsonl b/kag/indexes/shards/anchor/d1.jsonl
index 6103b17c6d..a287e0ba58 100644
--- a/kag/indexes/shards/anchor/d1.jsonl
+++ b/kag/indexes/shards/anchor/d1.jsonl
@@ -26,6 +26,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:395c130db2603818245bdecb:aoa:abyss-stack:anchor:7a19f87b7955d5b2f5c3b8b6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7a19f87b7955d5b2f5c3b8b6","label":"test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","locator":{"end_column":52,"end_line":182,"fragment":"","pointer":"","start_column":5,"start_line":159},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","target_ref":"python:yaml.safe_load"}],"parser_ref":"python-ast@1","qualified_name":"ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","semantic_key":"python:method:ComposeContractsTests.test_ovms_is_a_socket_activated_owner_workload_without_hard_caps","source_id":"aoa:abyss-stack:artifact:395c130db2603818245bdecb","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3b6e8bdf6025fb79234b2709:aoa:abyss-stack:anchor:46f0a023b2d8f7f5e64b91b3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:46f0a023b2d8f7f5e64b91b3","label":"test_wrapper_set_follows_legacy_release_contents","locator":{"end_column":55,"end_line":1036,"fragment":"","pointer":"","start_column":1,"start_line":1012},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_wrapper_set_follows_legacy_release_contents","target_ref":"python:release_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_wrapper_set_follows_legacy_release_contents","target_ref":"python:runtime_install.wrapper_specs_for_release"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_wrapper_set_follows_legacy_release_contents","target_ref":"python:runtime_install.wrapper_specs_for_release"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_wrapper_set_follows_legacy_release_contents","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"test_wrapper_set_follows_legacy_release_contents","semantic_key":"python:function:test_wrapper_set_follows_legacy_release_contents","source_id":"aoa:abyss-stack:artifact:3b6e8bdf6025fb79234b2709","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:3dc5dd454e080eb849ee5efa:aoa:abyss-stack:anchor:626efc93671ac19d27709922","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:626efc93671ac19d27709922","label":"Thesis","locator":{"end_column":9,"end_line":15,"fragment":"thesis","pointer":"","start_column":1,"start_line":15},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:thesis","source_id":"aoa:abyss-stack:artifact:3dc5dd454e080eb849ee5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:3e577d548e95db372813e2a1:aoa:abyss-stack:anchor:d4ab8a7ed0169654ff0a2088","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:d4ab8a7ed0169654ff0a2088","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:41880163345233e7ac4fa00e:aoa:abyss-stack:anchor:f2fdb400435f3f9e83401f93","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f2fdb400435f3f9e83401f93","label":"abyss-stack owns","locator":{"end_column":20,"end_line":15,"fragment":"abyss-stack-owns","pointer":"","start_column":1,"start_line":15},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:abyss-stack-owns","source_id":"aoa:abyss-stack:artifact:41880163345233e7ac4fa00e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:42ee5dd93282e41aedf45b31:aoa:abyss-stack:anchor:7f5635e6c99b1b90e1bc37bf","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:7f5635e6c99b1b90e1bc37bf","label":"LLAMA_ARG_THREADS","locator":{"end_column":28,"end_line":21,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_THREADS","start_column":7,"start_line":21},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_THREADS","source_id":"aoa:abyss-stack:artifact:42ee5dd93282e41aedf45b31","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:438478e7713ffdb96be895cd:aoa:abyss-stack:anchor:33e00ab5eadbe72969a73a02","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:33e00ab5eadbe72969a73a02","label":"GitHub Surface","locator":{"end_column":16,"end_line":1,"fragment":"github-surface","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:github-surface","source_id":"aoa:abyss-stack:artifact:438478e7713ffdb96be895cd","symbol_kind":""}
@@ -65,10 +66,11 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:966ed0e16554acbc0f28ef82:aoa:abyss-stack:anchor:2ad9da47505c8d686521850f","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2ad9da47505c8d686521850f","label":"Current motivating example","locator":{"end_column":29,"end_line":37,"fragment":"current-motivating-example","pointer":"","start_column":1,"start_line":37},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:current-motivating-example","source_id":"aoa:abyss-stack:artifact:966ed0e16554acbc0f28ef82","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:240b6d5a20aa1ef4eea9e985","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:240b6d5a20aa1ef4eea9e985","label":"_atomic_write_bytes","locator":{"end_column":14,"end_line":222,"fragment":"","pointer":"","start_column":1,"start_line":198},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:handle.fileno"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:handle.flush"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:handle.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:os.fchmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:os.fdopen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:os.fsync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:os.fsync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:os.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:tempfile.mkstemp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_atomic_write_bytes","target_ref":"python:temporary_path.unlink"}],"parser_ref":"python-ast@1","qualified_name":"_atomic_write_bytes","semantic_key":"python:function:_atomic_write_bytes","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9905c34186b451f06489c26e:aoa:abyss-stack:anchor:649f96e99129e9d3d56b4baa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:649f96e99129e9d3d56b4baa","label":"test_matching_transition_changes_only_classification_and_suppresses_wake","locator":{"end_column":59,"end_line":197,"fragment":"","pointer":"","start_column":1,"start_line":170},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_matching_transition_changes_only_classification_and_suppresses_wake","target_ref":"python:MODULE.observe_once"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_matching_transition_changes_only_classification_and_suppresses_wake","target_ref":"python:_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_matching_transition_changes_only_classification_and_suppresses_wake","target_ref":"python:_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_matching_transition_changes_only_classification_and_suppresses_wake","target_ref":"python:observation"}],"parser_ref":"python-ast@1","qualified_name":"test_matching_transition_changes_only_classification_and_suppresses_wake","semantic_key":"python:function:test_matching_transition_changes_only_classification_and_suppresses_wake","source_id":"aoa:abyss-stack:artifact:9905c34186b451f06489c26e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:c19cd06b2ea69bf594a2a754","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c19cd06b2ea69bf594a2a754","label":"pointer","locator":{"end_column":14,"end_line":7037,"fragment":"","pointer":"","start_column":9,"start_line":7017},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status.pointer","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status.pointer","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status.pointer","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status.pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status.pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status.pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status.pointer","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status.pointer","target_ref":"python:self._state_identity_matches_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.status.pointer","target_ref":"python:source.get"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.status.pointer","semantic_key":"python:method:LiveCodeIntelligenceRuntime.status.pointer","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:ff7b0b573f200080d26e390f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ff7b0b573f200080d26e390f","label":"_ed25519_decode_point","locator":{"end_column":16,"end_line":778,"fragment":"","pointer":"","start_column":1,"start_line":763},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_decode_point","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_decode_point","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_decode_point","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_decode_point","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_decode_point","target_ref":"python:_ed25519_xrecover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_decode_point","target_ref":"python:int.from_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_decode_point","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_ed25519_decode_point","semantic_key":"python:function:_ed25519_decode_point","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a384cff6da2bbdfb60be1f3f:aoa:abyss-stack:anchor:c771ad4910c65e35599615cc","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c771ad4910c65e35599615cc","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:a384cff6da2bbdfb60be1f3f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a3f735bb15cfdea8f35d10fd:aoa:abyss-stack:anchor:5be3c4e7c213cf8e2a8ad586","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5be3c4e7c213cf8e2a8ad586","label":"_write_once","locator":{"end_column":14,"end_line":153,"fragment":"","pointer":"","start_column":1,"start_line":132},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:os.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:os.fdopen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:os.fsync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:os.getpid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:os.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:stream.fileno"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:stream.flush"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:stream.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:target.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:target.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:target.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:target.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:temporary.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:temporary.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_once","target_ref":"python:uuid.uuid4"}],"parser_ref":"python-ast@1","qualified_name":"_write_once","semantic_key":"python:function:_write_once","source_id":"aoa:abyss-stack:artifact:a3f735bb15cfdea8f35d10fd","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa:aoa:abyss-stack:anchor:a810971fe3ed3a59ceb29aff","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a810971fe3ed3a59ceb29aff","label":"Inference Pilots Mechanic","locator":{"end_column":27,"end_line":1,"fragment":"inference-pilots-mechanic","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:inference-pilots-mechanic","source_id":"aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4:aoa:abyss-stack:anchor:ec2678393221d1e81a0fd199","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:ec2678393221d1e81a0fd199","label":"source runtime parity","locator":{"end_column":85,"end_line":17,"fragment":"","pointer":"","start_column":3,"start_line":17},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-lifecycle-parts","target_ref":"config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:17:3:0:config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md","source_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac4a112b3489f34a27afc23b:aoa:abyss-stack:anchor:ed7b394a5b7e98d4991a9d0e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ed7b394a5b7e98d4991a9d0e","label":"test_design_must_keep_runtime_not_meaning_boundary","locator":{"end_column":70,"end_line":64,"fragment":"","pointer":"","start_column":1,"start_line":51},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_design_must_keep_runtime_not_meaning_boundary","target_ref":"python:design_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_design_must_keep_runtime_not_meaning_boundary","target_ref":"python:run_all_root_route_validators"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_design_must_keep_runtime_not_meaning_boundary","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_design_must_keep_runtime_not_meaning_boundary","target_ref":"python:write_valid_surface"}],"parser_ref":"python-ast@1","qualified_name":"test_design_must_keep_runtime_not_meaning_boundary","semantic_key":"python:function:test_design_must_keep_runtime_not_meaning_boundary","source_id":"aoa:abyss-stack:artifact:ac4a112b3489f34a27afc23b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:4b2ee1800c0e7269b73a23c2","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:4b2ee1800c0e7269b73a23c2","label":"ABYSS-STACK-D-0025 Composition-First Presets","locator":{"end_column":101,"end_line":42,"fragment":"","pointer":"","start_column":3,"start_line":42},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-profile","target_ref":"../ABYSS-STACK-D-0025-composition-first-presets.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:42:3:0:../ABYSS-STACK-D-0025-composition-first-presets.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:69fdb3bc5e75dcc1cf10d843","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:69fdb3bc5e75dcc1cf10d843","label":"runtime/topology","locator":{"end_column":19,"end_line":764,"fragment":"runtimetopology","pointer":"","start_column":1,"start_line":764},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtimetopology","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/d2.jsonl b/kag/indexes/shards/anchor/d2.jsonl
index 254838046c..33ccf541f1 100644
--- a/kag/indexes/shards/anchor/d2.jsonl
+++ b/kag/indexes/shards/anchor/d2.jsonl
@@ -58,6 +58,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ea760f8380874c68b9ac11d:aoa:abyss-stack:anchor:8a3c2fdb6edc7b3276f33989","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8a3c2fdb6edc7b3276f33989","label":"AGENTS.md","locator":{"end_column":11,"end_line":1,"fragment":"agentsmd","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:agentsmd","source_id":"aoa:abyss-stack:artifact:8ea760f8380874c68b9ac11d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:4ca27952b63dfc67a0c5c309","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4ca27952b63dfc67a0c5c309","label":"_source_group","locator":{"end_column":16,"end_line":281,"fragment":"","pointer":"","start_column":1,"start_line":271},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_group","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_group","target_ref":"python:manifest_unit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_group","target_ref":"python:pages.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_group","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_source_group","semantic_key":"python:function:_source_group","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:e0138465b50065a5cedfb357","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e0138465b50065a5cedfb357","label":"_read_payload","locator":{"end_column":27,"end_line":2140,"fragment":"","pointer":"","start_column":9,"start_line":2127},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._read_payload","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._read_payload","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._read_payload","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._read_payload","target_ref":"python:HumanReviewWorkbenchError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._read_payload","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._read_payload","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._read_payload","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._read_payload","target_ref":"python:self.headers.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_handler_for.WorkbenchHandler._read_payload","target_ref":"python:self.rfile.read"}],"parser_ref":"python-ast@1","qualified_name":"_handler_for.WorkbenchHandler._read_payload","semantic_key":"python:method:_handler_for.WorkbenchHandler._read_payload","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:71557d93eed42f53984160a9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:71557d93eed42f53984160a9","label":"_PythonObservationVisitor","locator":{"end_column":31,"end_line":2060,"fragment":"","pointer":"","start_column":1,"start_line":1837},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor","semantic_key":"python:class:_PythonObservationVisitor","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"class"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:b336314edc9d0f35a542bf6a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b336314edc9d0f35a542bf6a","label":"_write_receipt","locator":{"end_column":10,"end_line":4998,"fragment":"","pointer":"","start_column":5,"start_line":4970},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._write_receipt","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._write_receipt","target_ref":"python:_write_json_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._write_receipt","target_ref":"python:self._prepare_receipt_directory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._write_receipt","target_ref":"python:source_epoch.removeprefix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._write_receipt","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._write_receipt","semantic_key":"python:method:LiveCodeIntelligenceRuntime._write_receipt","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a47b88fc8d7687663218b6b7:aoa:abyss-stack:anchor:1605d5e45f9cd74d55d9ce2f","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:1605d5e45f9cd74d55d9ce2f","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a47b88fc8d7687663218b6b7","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:9496d3ce72a1fa7cead5a4e7","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:9496d3ce72a1fa7cead5a4e7","label":"depends_on","locator":{"end_column":14,"end_line":27,"fragment":"","pointer":"/depends_on","start_column":1,"start_line":27},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/depends_on","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:984c02430dcfbd0a42dd2c39","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:984c02430dcfbd0a42dd2c39","label":"ABYSS-STACK-D-0129 Canonical External Actor Return Leaf","locator":{"end_column":123,"end_line":628,"fragment":"","pointer":"","start_column":3,"start_line":628},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:public-contract-1","target_ref":"../ABYSS-STACK-D-0129-canonical-external-actor-return-leaf.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:628:3:0:../ABYSS-STACK-D-0129-canonical-external-actor-return-leaf.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/d3.jsonl b/kag/indexes/shards/anchor/d3.jsonl
index a643b99104..27e37d21cd 100644
--- a/kag/indexes/shards/anchor/d3.jsonl
+++ b/kag/indexes/shards/anchor/d3.jsonl
@@ -37,6 +37,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5ebb90fdab6b56d166e3d73a:aoa:abyss-stack:anchor:4ab66017a27eabbc8ca91056","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4ab66017a27eabbc8ca91056","label":"topological_routes","locator":{"end_column":6,"end_line":221,"fragment":"","pointer":"","start_column":1,"start_line":196},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:Path.cwd"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:maybe_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:maybe_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:maybe_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:maybe_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:maybe_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:maybe_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:topological_routes","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"topological_routes","semantic_key":"python:function:topological_routes","source_id":"aoa:abyss-stack:artifact:5ebb90fdab6b56d166e3d73a","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:a0aa54ba5c44214b55052a52","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:a0aa54ba5c44214b55052a52","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:a67d84bcdc7e625746e7b15c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a67d84bcdc7e625746e7b15c","label":"admit_landing_effect_grant","locator":{"end_column":18,"end_line":1327,"fragment":"","pointer":"","start_column":1,"start_line":1021},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_bounded_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_bounded_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_bounded_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_copy_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_expected_effects"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_is_sha256_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_is_sha256_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_is_sha256_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_parse_json_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_parse_json_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_parse_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_parse_time"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_same_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_same_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_validate_legacy_workspace_manifest_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_validate_workspace_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:_validate_workspace_manifest_binding_mode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:admitted.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:commit_content.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:commit_content.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:commit_content.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:granted_effects.issubset"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:now.isoformat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:request.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:validate_landing_effect_grant"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:admit_landing_effect_grant","target_ref":"python:validate_landing_effect_grant"}],"parser_ref":"python-ast@1","qualified_name":"admit_landing_effect_grant","semantic_key":"python:function:admit_landing_effect_grant","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:0a2f09a991b250e7e38e8635","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0a2f09a991b250e7e38e8635","label":"test_historical_trust_requires_an_external_owner_boundary","locator":{"end_column":61,"end_line":2739,"fragment":"","pointer":"","start_column":5,"start_line":2724},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_requires_an_external_owner_boundary","target_ref":"python:replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_requires_an_external_owner_boundary","target_ref":"python:replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_requires_an_external_owner_boundary","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_historical_trust_requires_an_external_owner_boundary","target_ref":"python:self.assertRaisesRegex"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_historical_trust_requires_an_external_owner_boundary","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_historical_trust_requires_an_external_owner_boundary","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8:aoa:abyss-stack:anchor:15dd1e0edd5e65824c59b212","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:15dd1e0edd5e65824c59b212","label":"main","locator":{"end_column":13,"end_line":526,"fragment":"","pointer":"","start_column":1,"start_line":504},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:OUTPUT_PATH.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:OUTPUT_PATH.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:OUTPUT_PATH.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:OUTPUT_PATH.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:OUTPUT_PATH.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:render"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:render"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6afb92305e24c62a71595619:aoa:abyss-stack:anchor:b5cedc12971c7b92e042a0f6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b5cedc12971c7b92e042a0f6","label":"tool_inventory","locator":{"end_column":10,"end_line":215,"fragment":"","pointer":"","start_column":5,"start_line":211},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main.tool_inventory","target_ref":"python:server.list_tools"}],"parser_ref":"python-ast@1","qualified_name":"main.tool_inventory","semantic_key":"python:method:main.tool_inventory","source_id":"aoa:abyss-stack:artifact:6afb92305e24c62a71595619","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:715237ce4acc75a62516f028:aoa:abyss-stack:anchor:14b9d045e9d1b8cf1b6ebbeb","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:14b9d045e9d1b8cf1b6ebbeb","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:715237ce4acc75a62516f028","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/d4.jsonl b/kag/indexes/shards/anchor/d4.jsonl
index f1ba39059e..d00820cd13 100644
--- a/kag/indexes/shards/anchor/d4.jsonl
+++ b/kag/indexes/shards/anchor/d4.jsonl
@@ -37,6 +37,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5992dc7fd627efabc7babe89:aoa:abyss-stack:anchor:1e3d214d0d448c9fe7ca3e22","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1e3d214d0d448c9fe7ca3e22","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:5992dc7fd627efabc7babe89","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5a1bbcf29ad3ebd1ce25d7e6:aoa:abyss-stack:anchor:1d16a0e20bc1ec7cc3694f73","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1d16a0e20bc1ec7cc3694f73","label":"split_inline_code_or_value","locator":{"end_column":39,"end_line":168,"fragment":"","pointer":"","start_column":1,"start_line":164},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:split_inline_code_or_value","target_ref":"python:INLINE_CODE_RE.findall"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:split_inline_code_or_value","target_ref":"python:item.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:split_inline_code_or_value","target_ref":"python:item.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:split_inline_code_or_value","target_ref":"python:split_metadata_value"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:split_inline_code_or_value","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"split_inline_code_or_value","semantic_key":"python:function:split_inline_code_or_value","source_id":"aoa:abyss-stack:artifact:5a1bbcf29ad3ebd1ce25d7e6","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2:aoa:abyss-stack:anchor:1b74666b9bfbbb05ce298e3f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1b74666b9bfbbb05ce298e3f","label":"TaskSystemStatus","locator":{"end_column":20,"end_line":133,"fragment":"","pointer":"","start_column":1,"start_line":89},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus","target_ref":"python:Field"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:TaskSystemStatus","target_ref":"python:Field"}],"parser_ref":"python-ast@1","qualified_name":"TaskSystemStatus","semantic_key":"python:class:TaskSystemStatus","source_id":"aoa:abyss-stack:artifact:657a7a83b468bbe986125ff2","symbol_kind":"class"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:b0cfa2a9bbb2dccba458d240","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b0cfa2a9bbb2dccba458d240","label":"test_persisted_epoch_and_missing_observation_fail_closed","locator":{"end_column":72,"end_line":2644,"fragment":"","pointer":"","start_column":5,"start_line":2626},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:self.runtime.current_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:self.runtime.current_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:self.runtime.status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_persisted_epoch_and_missing_observation_fail_closed","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67fe99d76a6342f974c26385:aoa:abyss-stack:anchor:2b170dba80aa17515bc49098","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2b170dba80aa17515bc49098","label":"stable_registration","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/stable_registration","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/stable_registration","source_id":"aoa:abyss-stack:artifact:67fe99d76a6342f974c26385","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c:aoa:abyss-stack:anchor:3676e005bfa4c0e8361d6e5c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3676e005bfa4c0e8361d6e5c","label":"_wrapper_text","locator":{"end_column":4,"end_line":441,"fragment":"","pointer":"","start_column":1,"start_line":420},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_wrapper_text","semantic_key":"python:function:_wrapper_text","source_id":"aoa:abyss-stack:artifact:682d9a2d843c006e8d71456c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:68bf4f30b4dc77c738608241:aoa:abyss-stack:anchor:204ad872f25fe6e95768cbbe","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:204ad872f25fe6e95768cbbe","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:68bf4f30b4dc77c738608241","symbol_kind":""}
@@ -44,6 +45,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:6a97b5658d78dd5731a7a315:aoa:abyss-stack:anchor:ea8ea1919b218f599664faab","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ea8ea1919b218f599664faab","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6a97b5658d78dd5731a7a315","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2:aoa:abyss-stack:anchor:087a10e09436d358a50438a5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:087a10e09436d358a50438a5","label":"_relative","locator":{"end_column":79,"end_line":90,"fragment":"","pointer":"","start_column":1,"start_line":86},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_relative","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_relative","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_relative","target_ref":"python:run_root.resolve"}],"parser_ref":"python-ast@1","qualified_name":"_relative","semantic_key":"python:function:_relative","source_id":"aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bc3b72430907deac2c3efff:aoa:abyss-stack:anchor:579216602dfad82e2c1beb4e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:579216602dfad82e2c1beb4e","label":"Preserve Actor Continuity Across Provider Capacity Loss","locator":{"end_column":57,"end_line":1,"fragment":"preserve-actor-continuity-across-provider-capacity-loss","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:preserve-actor-continuity-across-provider-capacity-loss","source_id":"aoa:abyss-stack:artifact:6bc3b72430907deac2c3efff","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:ee907cc47c01f2f375930f38","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ee907cc47c01f2f375930f38","label":"source_basis","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/source_basis","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/source_basis","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:03135b845e51f2ce3a5ef1b1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:03135b845e51f2ce3a5ef1b1","label":"_pause_mutation_marker","locator":{"end_column":18,"end_line":1255,"fragment":"","pointer":"","start_column":1,"start_line":1228},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_mutation_marker","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_mutation_marker","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_mutation_marker","target_ref":"python:_canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_mutation_marker","target_ref":"python:_sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_mutation_marker","target_ref":"python:_sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_mutation_marker","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_pause_mutation_marker","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"_pause_mutation_marker","semantic_key":"python:function:_pause_mutation_marker","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f7f1e4c7412c5bbee29cb38:aoa:abyss-stack:anchor:a61ba188ddc35d4cafd5e67d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a61ba188ddc35d4cafd5e67d","label":"Current Bridges","locator":{"end_column":18,"end_line":24,"fragment":"current-bridges","pointer":"","start_column":1,"start_line":24},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:current-bridges","source_id":"aoa:abyss-stack:artifact:6f7f1e4c7412c5bbee29cb38","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:45039628c2bbc31af9c92ca5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:45039628c2bbc31af9c92ca5","label":"_assert_binding","locator":{"end_column":14,"end_line":557,"fragment":"","pointer":"","start_column":5,"start_line":458},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:AgentOSBridgeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:ProvenanceRef.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:ProvenanceRef.model_validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:_location_map"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:_location_map"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._assert_binding","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._assert_binding","semantic_key":"python:method:AgentOSRuntimeBridge._assert_binding","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
@@ -63,11 +65,14 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:ea72ec76812414a25e308ba1","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ea72ec76812414a25e308ba1","label":"independent review","locator":{"end_column":21,"end_line":647,"fragment":"independent-review","pointer":"","start_column":1,"start_line":647},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:independent-review","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8e20647158e78b706d0bc62e:aoa:abyss-stack:anchor:8b146f4fefea433eed8b72c9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8b146f4fefea433eed8b72c9","label":"test_write_last_good_ref_materializes_anchor_for_green_session","locator":{"end_column":83,"end_line":450,"fragment":"","pointer":"","start_column":5,"start_line":382},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","target_ref":"python:patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","target_ref":"python:self.anchor_validator.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","target_ref":"python:self.make_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","target_ref":"python:self.module.write_bundle"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","semantic_key":"python:method:AoADiagnoseTests.test_write_last_good_ref_materializes_anchor_for_green_session","source_id":"aoa:abyss-stack:artifact:8e20647158e78b706d0bc62e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466:aoa:abyss-stack:anchor:c19a49aba16ec7e4cee68f18","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c19a49aba16ec7e4cee68f18","label":"Options considered","locator":{"end_column":21,"end_line":26,"fragment":"options-considered","pointer":"","start_column":1,"start_line":26},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:options-considered","source_id":"aoa:abyss-stack:artifact:992cbba9cf1cf93a870c6466","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14:aoa:abyss-stack:anchor:d7288fa4fa7a1923ea92f0f8","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d7288fa4fa7a1923ea92f0f8","label":"owner_boundaries","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/owner_boundaries","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/owner_boundaries","source_id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:e6531bff876ec5ea4e1fca9c","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e6531bff876ec5ea4e1fca9c","label":"LLAMA_ARG_CTX_SIZE","locator":{"end_column":32,"end_line":30,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_CTX_SIZE","start_column":7,"start_line":30},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_CTX_SIZE","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:fea1274b9f7f5161deabe011","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:fea1274b9f7f5161deabe011","label":"LLAMA_ARG_ENDPOINT_SLOTS","locator":{"end_column":35,"end_line":52,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_ENDPOINT_SLOTS","start_column":7,"start_line":52},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_ENDPOINT_SLOTS","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f:aoa:abyss-stack:anchor:9c9f5607f8a0616e43459591","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9c9f5607f8a0616e43459591","label":"graph_targets","locator":{"end_column":17,"end_line":301,"fragment":"","pointer":"","start_column":1,"start_line":255},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:graph_targets","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:graph_targets","target_ref":"python:cases.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:graph_targets","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:graph_targets","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:graph_targets","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:graph_targets","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:graph_targets","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"graph_targets","semantic_key":"python:function:graph_targets","source_id":"aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f:aoa:abyss-stack:anchor:fd6f7fe04c91bb763ffae498","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fd6f7fe04c91bb763ffae498","label":"hit_id","locator":{"end_column":66,"end_line":63,"fragment":"","pointer":"","start_column":1,"start_line":62},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:hit_id","target_ref":"python:hit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:hit_id","target_ref":"python:hit.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:hit_id","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"hit_id","semantic_key":"python:function:hit_id","source_id":"aoa:abyss-stack:artifact:9d2ac3f194bedc110dc2246f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9edc65641fd1beee514b461a:aoa:abyss-stack:anchor:60c2c76093e3fb957bb1eb62","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:60c2c76093e3fb957bb1eb62","label":"recovery","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/recovery","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"recovery","semantic_key":"json:/$defs/recovery","source_id":"aoa:abyss-stack:artifact:9edc65641fd1beee514b461a","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:35d94ce09fb9e8f0f2bfe2eb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:35d94ce09fb9e8f0f2bfe2eb","label":"__init__","locator":{"end_column":49,"end_line":2854,"fragment":"","pointer":"","start_column":5,"start_line":2629},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_directory_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_require_fresh_machine_health"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_shebang_interpreter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_validated_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:_validated_file_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:bound_session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:bound_session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:bound_session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:bound_session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:bound_session.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:executable.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:executable.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:executable.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:interpreter.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:os.access"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:queue.Queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:runtime_root_input.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:scratch_input.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:scratch_input.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:scratch_root.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:scratch_root.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:subject.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:subject_provider.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:threading.Lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:threading.Lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.__init__","target_ref":"python:threading.RLock"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession.__init__","semantic_key":"python:method:ManagedLspSession.__init__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:b5599f6b1c79f8d467301d09","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b5599f6b1c79f8d467301d09","label":"provider_identity","locator":{"end_column":10,"end_line":2487,"fragment":"","pointer":"","start_column":5,"start_line":2475},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.provider_identity","target_ref":"python:list"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceConfig.provider_identity","semantic_key":"python:method:LiveCodeIntelligenceConfig.provider_identity","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29:aoa:abyss-stack:anchor:aade490acde7872cb6a01ce8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:aade490acde7872cb6a01ce8","label":"Platform stance","locator":{"end_column":18,"end_line":108,"fragment":"platform-stance","pointer":"","start_column":1,"start_line":108},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:platform-stance","source_id":"aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa:aoa:abyss-stack:anchor:7fb7c92bad7ba14c14461b71","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7fb7c92bad7ba14c14461b71","label":"Mechanic card","locator":{"end_column":16,"end_line":3,"fragment":"mechanic-card","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:mechanic-card","source_id":"aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:afd7d0e843b2ac61b23500dc:aoa:abyss-stack:anchor:3e82330254f3841642dbeacd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3e82330254f3841642dbeacd","label":"_workspace_manifest_raw","locator":{"end_column":22,"end_line":183,"fragment":"","pointer":"","start_column":1,"start_line":180},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_workspace_manifest_raw","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"_workspace_manifest_raw","semantic_key":"python:function:_workspace_manifest_raw","source_id":"aoa:abyss-stack:artifact:afd7d0e843b2ac61b23500dc","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/d5.jsonl b/kag/indexes/shards/anchor/d5.jsonl
index 469e435b10..6f59275271 100644
--- a/kag/indexes/shards/anchor/d5.jsonl
+++ b/kag/indexes/shards/anchor/d5.jsonl
@@ -45,6 +45,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:604da55fadd4ee18983f2f2c:aoa:abyss-stack:anchor:ce5ced387f2ca602f10e8162","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ce5ced387f2ca602f10e8162","label":"variant","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/variant","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"variant","semantic_key":"json:/$defs/variant","source_id":"aoa:abyss-stack:artifact:604da55fadd4ee18983f2f2c","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4:aoa:abyss-stack:anchor:7bcd23a7c52109173459eec6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7bcd23a7c52109173459eec6","label":"retry","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/retry","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/retry","source_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:637e59c7cf8f0dbec905f69e:aoa:abyss-stack:anchor:c560e368bcb9f168cecbb9d0","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c560e368bcb9f168cecbb9d0","label":"$defs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$defs","source_id":"aoa:abyss-stack:artifact:637e59c7cf8f0dbec905f69e","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:a089ad54218a4a4885291ae9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a089ad54218a4a4885291ae9","label":"test_lsp_launch_rejects_changed_source_manifest","locator":{"end_column":57,"end_line":627,"fragment":"","pointer":"","start_column":5,"start_line":600},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_source_manifest","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673e100db9b9a27bfec37159:aoa:abyss-stack:anchor:acee0fc47ee4e4c2778586b2","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:acee0fc47ee4e4c2778586b2","label":"n8n-task-runners","locator":{"end_column":19,"end_line":20,"fragment":"","pointer":"/services/n8n-task-runners","start_column":3,"start_line":20},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/n8n-task-runners","source_id":"aoa:abyss-stack:artifact:673e100db9b9a27bfec37159","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:706309e0ba97cb33530ee444:aoa:abyss-stack:anchor:ac40723177aa6e7f36fd183c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ac40723177aa6e7f36fd183c","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:706309e0ba97cb33530ee444","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:717dc2618c64ed6b912de743:aoa:abyss-stack:anchor:59b0e9b96f56972bfb28a9f6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:59b0e9b96f56972bfb28a9f6","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:717dc2618c64ed6b912de743","symbol_kind":"json_key"}
@@ -70,6 +71,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:55715d33c342113da7b526e3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:55715d33c342113da7b526e3","label":"print_case_status","locator":{"end_column":60,"end_line":3368,"fragment":"","pointer":"","start_column":1,"start_line":3361},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:approval_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:load_graph_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:load_result_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:print_case_status","target_ref":"python:print"}],"parser_ref":"python-ast@1","qualified_name":"print_case_status","semantic_key":"python:function:print_case_status","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9022a190547043d202488b6f:aoa:abyss-stack:anchor:9f171cc708c7aa886964c5d9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9f171cc708c7aa886964c5d9","label":"configured_policy_family","locator":{"end_column":17,"end_line":61,"fragment":"","pointer":"","start_column":1,"start_line":57},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:configured_policy_family","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:configured_policy_family","target_ref":"python:os.environ.get"}],"parser_ref":"python-ast@1","qualified_name":"configured_policy_family","semantic_key":"python:function:configured_policy_family","source_id":"aoa:abyss-stack:artifact:9022a190547043d202488b6f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9035adedf9ee9a1b9e3834d9:aoa:abyss-stack:anchor:75ec3b1588b0143b93fae2ee","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:75ec3b1588b0143b93fae2ee","label":"_rooted_surfaces","locator":{"end_column":24,"end_line":179,"fragment":"","pointer":"","start_column":5,"start_line":174},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState._rooted_surfaces","target_ref":"python:_objects"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState._rooted_surfaces","target_ref":"python:_objects"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState._rooted_surfaces","target_ref":"python:self.provider_map"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState._rooted_surfaces","target_ref":"python:self.readiness"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState._rooted_surfaces","target_ref":"python:self.readiness_exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState._rooted_surfaces","target_ref":"python:surfaces.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAKagMCPState._rooted_surfaces","target_ref":"python:surfaces.extend"}],"parser_ref":"python-ast@1","qualified_name":"AoAKagMCPState._rooted_surfaces","semantic_key":"python:method:AoAKagMCPState._rooted_surfaces","source_id":"aoa:abyss-stack:artifact:9035adedf9ee9a1b9e3834d9","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:43e4c0d2e4b60f67e0337c77","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:43e4c0d2e4b60f67e0337c77","label":"_refresh_lock","locator":{"end_column":41,"end_line":4031,"fragment":"","pointer":"","start_column":5,"start_line":3981},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:_THREAD_LOCKS.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:fcntl.flock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:fcntl.flock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:self.config.state_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:self.config.state_root.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:self.config.state_root.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:self.config.state_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:self.lock_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._refresh_lock","target_ref":"python:threading.RLock"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._refresh_lock","semantic_key":"python:method:LiveCodeIntelligenceRuntime._refresh_lock","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4e41ece16d6a5720961b9ed:aoa:abyss-stack:anchor:f03ea1a0111e3fa36d490527","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f03ea1a0111e3fa36d490527","label":"test_workspace_graph_contract_validator_flags_jsonl_drift","locator":{"end_column":91,"end_line":73,"fragment":"","pointer":"","start_column":1,"start_line":61},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_workspace_graph_contract_validator_flags_jsonl_drift","target_ref":"python:copy_schemas"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_workspace_graph_contract_validator_flags_jsonl_drift","target_ref":"python:graph_contract.validate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_workspace_graph_contract_validator_flags_jsonl_drift","target_ref":"python:seed_graph"}],"parser_ref":"python-ast@1","qualified_name":"test_workspace_graph_contract_validator_flags_jsonl_drift","semantic_key":"python:function:test_workspace_graph_contract_validator_flags_jsonl_drift","source_id":"aoa:abyss-stack:artifact:a4e41ece16d6a5720961b9ed","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:b3d6dd399937305c05f10e1d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b3d6dd399937305c05f10e1d","label":"w5_report_artifact_refs","locator":{"end_column":16,"end_line":845,"fragment":"","pointer":"","start_column":1,"start_line":831},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:approval_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:approval_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:interrupt_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:interrupt_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:plan_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:plan_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w5_report_artifact_refs","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"w5_report_artifact_refs","semantic_key":"python:function:w5_report_artifact_refs","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:5fd181e5a4fa48f8fdbeaf67","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:5fd181e5a4fa48f8fdbeaf67","label":"ABYSS-STACK-D-0027 Managed Systemd Unit Sources","locator":{"end_column":107,"end_line":174,"fragment":"","pointer":"","start_column":3,"start_line":174},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:validation-guard","target_ref":"../ABYSS-STACK-D-0027-managed-systemd-unit-sources.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:174:3:0:../ABYSS-STACK-D-0027-managed-systemd-unit-sources.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
@@ -87,6 +89,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:d52f335ae01a6885971b3988:aoa:abyss-stack:anchor:bb70b22358dc4aa31f9b9aea","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bb70b22358dc4aa31f9b9aea","label":"test_closed_quest_reference_fails","locator":{"end_column":125,"end_line":242,"fragment":"","pointer":"","start_column":5,"start_line":231},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:QuestbookSurfaceContractsTestCase.test_closed_quest_reference_fails","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:QuestbookSurfaceContractsTestCase.test_closed_quest_reference_fails","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:QuestbookSurfaceContractsTestCase.test_closed_quest_reference_fails","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:QuestbookSurfaceContractsTestCase.test_closed_quest_reference_fails","target_ref":"python:self.validate_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:QuestbookSurfaceContractsTestCase.test_closed_quest_reference_fails","target_ref":"python:self.write_valid_surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:QuestbookSurfaceContractsTestCase.test_closed_quest_reference_fails","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:QuestbookSurfaceContractsTestCase.test_closed_quest_reference_fails","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"QuestbookSurfaceContractsTestCase.test_closed_quest_reference_fails","semantic_key":"python:method:QuestbookSurfaceContractsTestCase.test_closed_quest_reference_fails","source_id":"aoa:abyss-stack:artifact:d52f335ae01a6885971b3988","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:d7116a5593165c96339e4540:aoa:abyss-stack:anchor:512dc2f72625bcc7631050c5","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:512dc2f72625bcc7631050c5","label":"summary","locator":{"end_column":41,"end_line":10,"fragment":"","pointer":"/groups/0/rules/0/annotations/summary","start_column":11,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/groups/0/rules/0/annotations/summary","source_id":"aoa:abyss-stack:artifact:d7116a5593165c96339e4540","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:d7116a5593165c96339e4540:aoa:abyss-stack:anchor:e33142b899a7edbe32965257","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e33142b899a7edbe32965257","label":"name","locator":{"end_column":29,"end_line":2,"fragment":"","pointer":"/groups/0/name","start_column":3,"start_line":2},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/groups/0/name","source_id":"aoa:abyss-stack:artifact:d7116a5593165c96339e4540","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80:aoa:abyss-stack:anchor:caec317bd6514e315867d8e5","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:caec317bd6514e315867d8e5","label":"Return","locator":{"end_column":9,"end_line":3,"fragment":"return","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:return","source_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:d99c23c0e9e422fd8bb9c3ce:aoa:abyss-stack:anchor:83297dd8add5852902b257e7","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:83297dd8add5852902b257e7","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:d99c23c0e9e422fd8bb9c3ce","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:da5676238577964452bfd03b:aoa:abyss-stack:anchor:ec2f8c3266a8ad422d53a3e1","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:ec2f8c3266a8ad422d53a3e1","label":"LLAMA_ARG_CACHE_TYPE_V","locator":{"end_column":65,"end_line":23,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_CACHE_TYPE_V","start_column":7,"start_line":23},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_CACHE_TYPE_V","source_id":"aoa:abyss-stack:artifact:da5676238577964452bfd03b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:dabec73d868c5780b2759d7e:aoa:abyss-stack:anchor:deb8b4d87af1bdeeb8633e2e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:deb8b4d87af1bdeeb8633e2e","label":"philosophy_graph_projection","locator":{"end_column":87,"end_line":9,"fragment":"","pointer":"/source/philosophy_graph_projection","start_column":3,"start_line":9},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/source/philosophy_graph_projection","source_id":"aoa:abyss-stack:artifact:dabec73d868c5780b2759d7e","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/d6.jsonl b/kag/indexes/shards/anchor/d6.jsonl
index 98f5967614..cd1bfcd19a 100644
--- a/kag/indexes/shards/anchor/d6.jsonl
+++ b/kag/indexes/shards/anchor/d6.jsonl
@@ -42,6 +42,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5c47c858b077bf064d53b566:aoa:abyss-stack:anchor:c952101bcbc5d9fa0bac067c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c952101bcbc5d9fa0bac067c","label":"owner_layers","locator":{"end_column":28,"end_line":497,"fragment":"","pointer":"","start_column":5,"start_line":496},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"AbyssMachineMCPState.owner_layers","semantic_key":"python:method:AbyssMachineMCPState.owner_layers","source_id":"aoa:abyss-stack:artifact:5c47c858b077bf064d53b566","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5d6ac70ff4ded6b76e925553:aoa:abyss-stack:anchor:45029c70597058fa2a8a9393","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:45029c70597058fa2a8a9393","label":"Local law","locator":{"end_column":12,"end_line":13,"fragment":"local-law","pointer":"","start_column":1,"start_line":13},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:local-law","source_id":"aoa:abyss-stack:artifact:5d6ac70ff4ded6b76e925553","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:60020ffbb3b40f61c9b82e5e:aoa:abyss-stack:anchor:93aedefeaf7f6545498d0b60","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:93aedefeaf7f6545498d0b60","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:60020ffbb3b40f61c9b82e5e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:d3aea81e212017e88e0ca7de","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d3aea81e212017e88e0ca7de","label":"owner","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/owner","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/owner","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:eef8d3e1cc198c6a90489f50","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:eef8d3e1cc198c6a90489f50","label":"owner_validations","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/owner_validations","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/owner_validations","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:8b6954edf30def592fd0478b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8b6954edf30def592fd0478b","label":"test_active_turn_lookup_rejects_malformed_turn_list","locator":{"end_column":38,"end_line":1868,"fragment":"","pointer":"","start_column":1,"start_line":1866},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_turn_lookup_rejects_malformed_turn_list","target_ref":"python:MODULE._active_turn_id"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_turn_lookup_rejects_malformed_turn_list","target_ref":"python:pytest.mark.parametrize"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_active_turn_lookup_rejects_malformed_turn_list","target_ref":"python:pytest.raises"}],"parser_ref":"python-ast@1","qualified_name":"test_active_turn_lookup_rejects_malformed_turn_list","semantic_key":"python:function:test_active_turn_lookup_rejects_malformed_turn_list","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:b53fbddbee4ef71d2eeb23cf","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b53fbddbee4ef71d2eeb23cf","label":"_validate_turn_delivery","locator":{"end_column":77,"end_line":910,"fragment":"","pointer":"","start_column":1,"start_line":887},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_turn_delivery","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_turn_delivery","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_turn_delivery","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_turn_delivery","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_turn_delivery","target_ref":"python:_string_at"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_turn_delivery","target_ref":"python:_string_at"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_turn_delivery","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_turn_delivery","target_ref":"python:response.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_turn_delivery","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_turn_delivery","target_ref":"python:turn.get"}],"parser_ref":"python-ast@1","qualified_name":"_validate_turn_delivery","semantic_key":"python:function:_validate_turn_delivery","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6f0a306b0bad5453f0e6f938:aoa:abyss-stack:anchor:6b0d903e5b8a47855c0f6db9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6b0d903e5b8a47855c0f6db9","label":"test_operator_scripts_keep_side_effect_posture_visible","locator":{"end_column":75,"end_line":84,"fragment":"","pointer":"","start_column":1,"start_line":74},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_operator_scripts_keep_side_effect_posture_visible","target_ref":"python:load_inventory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_operator_scripts_keep_side_effect_posture_visible","target_ref":"python:next"}],"parser_ref":"python-ast@1","qualified_name":"test_operator_scripts_keep_side_effect_posture_visible","semantic_key":"python:function:test_operator_scripts_keep_side_effect_posture_visible","source_id":"aoa:abyss-stack:artifact:6f0a306b0bad5453f0e6f938","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/d7.jsonl b/kag/indexes/shards/anchor/d7.jsonl
index f0fa93b8f7..6524d6c3ff 100644
--- a/kag/indexes/shards/anchor/d7.jsonl
+++ b/kag/indexes/shards/anchor/d7.jsonl
@@ -7,7 +7,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:05828fda95b78d0b8338b21c:aoa:abyss-stack:anchor:d05c49c708b07f181b35d8f0","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d05c49c708b07f181b35d8f0","label":"host_owner","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/host_owner","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/host_owner","source_id":"aoa:abyss-stack:artifact:05828fda95b78d0b8338b21c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:1d57e8637f079133c17d5156","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1d57e8637f079133c17d5156","label":"test_generated_http_auth_helpers_are_current","locator":{"end_column":78,"end_line":4808,"fragment":"","pointer":"","start_column":5,"start_line":4800},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:McpLoopbackLifecycleTests.test_generated_http_auth_helpers_are_current","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:McpLoopbackLifecycleTests.test_generated_http_auth_helpers_are_current","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:McpLoopbackLifecycleTests.test_generated_http_auth_helpers_are_current","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"McpLoopbackLifecycleTests.test_generated_http_auth_helpers_are_current","semantic_key":"python:method:McpLoopbackLifecycleTests.test_generated_http_auth_helpers_are_current","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:061b6658d5ef75b1c438bf08:aoa:abyss-stack:anchor:ab607af2a442507f8c0f426e","_kind":"anchor","anchor_kind":"toml_key","id":"aoa:abyss-stack:anchor:ab607af2a442507f8c0f426e","label":"version","locator":{"end_column":17,"end_line":7,"fragment":"","pointer":"project.version","start_column":1,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-toml-path@1","qualified_name":"","semantic_key":"key:project.version","source_id":"aoa:abyss-stack:artifact:061b6658d5ef75b1c438bf08","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:e31c99a4bc5be4d45a8e88cd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e31c99a4bc5be4d45a8e88cd","label":"Notes","locator":{"end_column":9,"end_line":1616,"fragment":"notes-4","pointer":"","start_column":1,"start_line":1616},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:notes-4","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:e31c99a4bc5be4d45a8e88cd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:e31c99a4bc5be4d45a8e88cd","label":"Notes","locator":{"end_column":9,"end_line":1620,"fragment":"notes-4","pointer":"","start_column":1,"start_line":1620},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:notes-4","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:06e90b2680232344621ce950:aoa:abyss-stack:anchor:16ad6c5cdf44f38c0f3be12b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:16ad6c5cdf44f38c0f3be12b","label":"transport_settings","locator":{"end_column":72,"end_line":84,"fragment":"","pointer":"","start_column":1,"start_line":66},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:TransportSettings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:TransportSettings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:os.environ.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:transport_settings","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"transport_settings","semantic_key":"python:function:transport_settings","source_id":"aoa:abyss-stack:artifact:06e90b2680232344621ce950","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:06e90b2680232344621ce950:aoa:abyss-stack:anchor:ad704bb1b89f1d83e2b5a5f0","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ad704bb1b89f1d83e2b5a5f0","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:06e90b2680232344621ce950","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:070046d3ac1483cac58e8963:aoa:abyss-stack:anchor:da4eb19fff33401e76488f05","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:da4eb19fff33401e76488f05","label":"main","locator":{"end_column":13,"end_line":114,"fragment":"","pointer":"","start_column":1,"start_line":100},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:release_command_sequence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:run_parity_step"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:run_step"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:070046d3ac1483cac58e8963","symbol_kind":"function"}
@@ -72,6 +72,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:98b9bdeccf4b63a7dd99a0ee:aoa:abyss-stack:anchor:012b53cb3c0081d6804c66b6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:012b53cb3c0081d6804c66b6","label":"central_contract_refs","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/central_contract_refs","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/central_contract_refs","source_id":"aoa:abyss-stack:artifact:98b9bdeccf4b63a7dd99a0ee","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:d76e535c0010d39bf710cf0d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d76e535c0010d39bf710cf0d","label":"schema_properties","locator":{"end_column":52,"end_line":65,"fragment":"","pointer":"","start_column":1,"start_line":59},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:schema_properties","target_ref":"python:effective_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:schema_properties","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:schema_properties","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:schema_properties","target_ref":"python:schema.get"}],"parser_ref":"python-ast@1","qualified_name":"schema_properties","semantic_key":"python:function:schema_properties","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:2767e42f20ec08e350151852","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:2767e42f20ec08e350151852","label":"aoa.tuning.model","locator":{"end_column":44,"end_line":15,"fragment":"","pointer":"/services/llama-cpp/labels/aoa.tuning.model","start_column":7,"start_line":15},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/labels/aoa.tuning.model","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:14401e49e4ae0fed65e270f9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:14401e49e4ae0fed65e270f9","label":"clear","locator":{"end_column":28,"end_line":2567,"fragment":"","pointer":"","start_column":5,"start_line":2564},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkQueue.clear","target_ref":"python:self._items.clear"}],"parser_ref":"python-ast@1","qualified_name":"_ProviderWorkQueue.clear","semantic_key":"python:method:_ProviderWorkQueue.clear","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:2720b9da139bdb29fbe7280b","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:2720b9da139bdb29fbe7280b","label":"command","locator":{"end_column":12,"end_line":37,"fragment":"","pointer":"/services/postgres/command","start_column":5,"start_line":37},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/command","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8:aoa:abyss-stack:anchor:57a92c4b72344aee72fe78ad","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:57a92c4b72344aee72fe78ad","label":"Scope","locator":{"end_column":8,"end_line":3,"fragment":"scope","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:scope","source_id":"aoa:abyss-stack:artifact:a33cfdc737374bac5e7391f8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a64882e851006f33f172bdd0:aoa:abyss-stack:anchor:9182e8a86bba648eefab1114","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9182e8a86bba648eefab1114","label":"Consequences","locator":{"end_column":15,"end_line":58,"fragment":"consequences","pointer":"","start_column":1,"start_line":58},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:a64882e851006f33f172bdd0","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/d8.jsonl b/kag/indexes/shards/anchor/d8.jsonl
index 40e21bc314..f55a2cb488 100644
--- a/kag/indexes/shards/anchor/d8.jsonl
+++ b/kag/indexes/shards/anchor/d8.jsonl
@@ -4,7 +4,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03da311a8d0a9cacb0d14c33:aoa:abyss-stack:anchor:15ea543a6a4ce65160cbb313","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:15ea543a6a4ce65160cbb313","label":"_public_seed_root","locator":{"end_column":113,"end_line":58,"fragment":"","pointer":"","start_column":1,"start_line":57},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_seed_root","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_public_seed_root","target_ref":"python:os.environ.get"}],"parser_ref":"python-ast@1","qualified_name":"_public_seed_root","semantic_key":"python:function:_public_seed_root","source_id":"aoa:abyss-stack:artifact:03da311a8d0a9cacb0d14c33","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:049aa91da24a30f6073508fb:aoa:abyss-stack:anchor:9f029a76801f45e6555c1a37","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:9f029a76801f45e6555c1a37","label":"AOA_RERANK_DEFAULT_TOP_N","locator":{"end_column":64,"end_line":13,"fragment":"","pointer":"/services/rerank-api/environment/AOA_RERANK_DEFAULT_TOP_N","start_column":7,"start_line":13},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/rerank-api/environment/AOA_RERANK_DEFAULT_TOP_N","source_id":"aoa:abyss-stack:artifact:049aa91da24a30f6073508fb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:d418ae593afd3cf3a1694a89","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d418ae593afd3cf3a1694a89","label":"test_mcp_http_auth_provision_rejects_symlinked_secret_paths","locator":{"end_column":14,"end_line":3560,"fragment":"","pointer":"","start_column":5,"start_line":3506},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:env.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:outside.joinpath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:outside.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:outside_token.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:outside_token.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:secret_dir.joinpath"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:secret_dir.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:secret_dir.symlink_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:secret_dir.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:secrets_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","semantic_key":"python:method:RuntimeLifecycleUserUnitTests.test_mcp_http_auth_provision_rejects_symlinked_secret_paths","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:66d7b0221636372afede8166","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:66d7b0221636372afede8166","label":"Changed","locator":{"end_column":11,"end_line":1496,"fragment":"changed-2","pointer":"","start_column":1,"start_line":1496},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed-2","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:66d7b0221636372afede8166","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:66d7b0221636372afede8166","label":"Changed","locator":{"end_column":11,"end_line":1500,"fragment":"changed-2","pointer":"","start_column":1,"start_line":1500},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed-2","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f:aoa:abyss-stack:anchor:a3ced5394b26353608d0028c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a3ced5394b26353608d0028c","label":"_canonical_bytes","locator":{"end_column":22,"end_line":140,"fragment":"","pointer":"","start_column":1,"start_line":134},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_bytes","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"_canonical_bytes","semantic_key":"python:function:_canonical_bytes","source_id":"aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b26fbfd1ab9f4a758472ccf:aoa:abyss-stack:anchor:613b3677a749aa4d2eb5a3ab","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:613b3677a749aa4d2eb5a3ab","label":"qwen3-4b-int4-ov","locator":{"end_column":18,"end_line":1,"fragment":"qwen3-4b-int4-ov","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:qwen3-4b-int4-ov","source_id":"aoa:abyss-stack:artifact:0b26fbfd1ab9f4a758472ccf","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d3fd5249d88e8dc21a52a9c:aoa:abyss-stack:anchor:bc1378d8d8394e36bb1d4422","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bc1378d8d8394e36bb1d4422","label":"_clean_date","locator":{"end_column":25,"end_line":461,"fragment":"","pointer":"","start_column":1,"start_line":457},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_clean_date","target_ref":"python:DATE_VALUE_RE.search"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_clean_date","target_ref":"python:match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_clean_date","target_ref":"python:value.strip"}],"parser_ref":"python-ast@1","qualified_name":"_clean_date","semantic_key":"python:function:_clean_date","source_id":"aoa:abyss-stack:artifact:0d3fd5249d88e8dc21a52a9c","symbol_kind":"function"}
@@ -34,6 +34,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5eaba2892c3b1bc6173bac35:aoa:abyss-stack:anchor:d654ecd9bb5865666da3b6b4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d654ecd9bb5865666da3b6b4","label":"Federation Seams Docs","locator":{"end_column":23,"end_line":1,"fragment":"federation-seams-docs","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:federation-seams-docs","source_id":"aoa:abyss-stack:artifact:5eaba2892c3b1bc6173bac35","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6539dca210d1e600c04ea278:aoa:abyss-stack:anchor:ece62b21dfd35ed63335cbd1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ece62b21dfd35ed63335cbd1","label":"validate_url","locator":{"end_column":64,"end_line":30,"fragment":"","pointer":"","start_column":1,"start_line":23},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_url","target_ref":"python:HTTPException"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_url","target_ref":"python:HTTPException"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_url","target_ref":"python:HTTPException"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_url","target_ref":"python:is_private_host"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_url","target_ref":"python:urlparse"}],"parser_ref":"python-ast@1","qualified_name":"validate_url","semantic_key":"python:function:validate_url","source_id":"aoa:abyss-stack:artifact:6539dca210d1e600c04ea278","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:65fc97883f02ba376d5d0213:aoa:abyss-stack:anchor:62e621a33ca950f5eca0c3c1","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:62e621a33ca950f5eca0c3c1","label":"Rationale","locator":{"end_column":12,"end_line":63,"fragment":"rationale","pointer":"","start_column":1,"start_line":63},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rationale","source_id":"aoa:abyss-stack:artifact:65fc97883f02ba376d5d0213","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:df98f48d3453f5654551021a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:df98f48d3453f5654551021a","label":"test_lsp_reader_does_not_match_non_jsonrpc2_responses","locator":{"end_column":75,"end_line":852,"fragment":"","pointer":"","start_column":5,"start_line":830},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:destination.empty"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:live_code_intelligence.queue.Queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:live_code_intelligence.queue.Queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:object.__new__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:session._reader_loop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:session._responses.get_nowait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","target_ref":"python:threading.Lock"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_reader_does_not_match_non_jsonrpc2_responses","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6:aoa:abyss-stack:anchor:bf527fcc8646f88729dbb7fa","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:bf527fcc8646f88729dbb7fa","label":"schema_version","locator":{"end_column":29,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/schema_version","source_id":"aoa:abyss-stack:artifact:673ea632b1938f7776cb45f6","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bc3b72430907deac2c3efff:aoa:abyss-stack:anchor:7d49714533ae182a6492ab73","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7d49714533ae182a6492ab73","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:6bc3b72430907deac2c3efff","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48:aoa:abyss-stack:anchor:37ebbc59cd5cc798698dfcd4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:37ebbc59cd5cc798698dfcd4","label":"_runtime_result_path","locator":{"end_column":10,"end_line":3073,"fragment":"","pointer":"","start_column":5,"start_line":3070},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AgentOSRuntimeBridge._runtime_result_path","target_ref":"python:_session_token"}],"parser_ref":"python-ast@1","qualified_name":"AgentOSRuntimeBridge._runtime_result_path","semantic_key":"python:method:AgentOSRuntimeBridge._runtime_result_path","source_id":"aoa:abyss-stack:artifact:707d86bc63f0d88f869a9b48","symbol_kind":"method"}
@@ -78,6 +79,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:d61a36808dfd9e600a2b1e48:aoa:abyss-stack:anchor:10ec867f46b1e40d667dd994","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:10ec867f46b1e40d667dd994","label":"test_default_profile_narrows_http_but_not_portable_stdio","locator":{"end_column":56,"end_line":121,"fragment":"","pointer":"","start_column":1,"start_line":111},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_default_profile_narrows_http_but_not_portable_stdio","target_ref":"python:_default_http_capability_profile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_default_profile_narrows_http_but_not_portable_stdio","target_ref":"python:_default_http_capability_profile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_default_profile_narrows_http_but_not_portable_stdio","target_ref":"python:monkeypatch.delenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_default_profile_narrows_http_but_not_portable_stdio","target_ref":"python:monkeypatch.setenv"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_default_profile_narrows_http_but_not_portable_stdio","target_ref":"python:monkeypatch.setenv"}],"parser_ref":"python-ast@1","qualified_name":"test_default_profile_narrows_http_but_not_portable_stdio","semantic_key":"python:function:test_default_profile_narrows_http_but_not_portable_stdio","source_id":"aoa:abyss-stack:artifact:d61a36808dfd9e600a2b1e48","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:d712160b771a54ccddb1aee8:aoa:abyss-stack:anchor:d9999d644fa7dbda2bac408e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d9999d644fa7dbda2bac408e","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:d712160b771a54ccddb1aee8","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:d86d56410152adaa2c8aaca8:aoa:abyss-stack:anchor:5ce31d5a11054c14fe1e0896","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:5ce31d5a11054c14fe1e0896","label":"AOA_RAG_CHUNK_OVERLAP_CHARS","locator":{"end_column":72,"end_line":20,"fragment":"","pointer":"/services/rag-api/environment/AOA_RAG_CHUNK_OVERLAP_CHARS","start_column":7,"start_line":20},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/rag-api/environment/AOA_RAG_CHUNK_OVERLAP_CHARS","source_id":"aoa:abyss-stack:artifact:d86d56410152adaa2c8aaca8","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80:aoa:abyss-stack:anchor:8a0abea7f8e23ad09ee7ed00","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8a0abea7f8e23ad09ee7ed00","label":"Fixed validation commands","locator":{"end_column":28,"end_line":163,"fragment":"fixed-validation-commands","pointer":"","start_column":1,"start_line":163},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:fixed-validation-commands","source_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:dcd20b43bb772736e4c7af24:aoa:abyss-stack:anchor:999a314e94d19fefd95dcad6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:999a314e94d19fefd95dcad6","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:dcd20b43bb772736e4c7af24","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:dd0a7f147ff77752c98e13d3:aoa:abyss-stack:anchor:f73302f3d6e3ccba0e559a64","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f73302f3d6e3ccba0e559a64","label":"_sdk_command","locator":{"end_column":19,"end_line":1025,"fragment":"","pointer":"","start_column":1,"start_line":1021},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sdk_command","target_ref":"python:CrossOrganHostError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sdk_command","target_ref":"python:shlex.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_sdk_command","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"_sdk_command","semantic_key":"python:function:_sdk_command","source_id":"aoa:abyss-stack:artifact:dd0a7f147ff77752c98e13d3","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:dd1d4e5c5c6769cfcbe17d76:aoa:abyss-stack:anchor:681b3a75f52db672f5ea7d35","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:681b3a75f52db672f5ea7d35","label":"_compose_service_names","locator":{"end_column":25,"end_line":113,"fragment":"","pointer":"","start_column":1,"start_line":97},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_compose_service_names","target_ref":"python:file_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_compose_service_names","target_ref":"python:match.group"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_compose_service_names","target_ref":"python:raw.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_compose_service_names","target_ref":"python:raw.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_compose_service_names","target_ref":"python:re.match"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_compose_service_names","target_ref":"python:service_names.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_compose_service_names","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"_compose_service_names","semantic_key":"python:function:_compose_service_names","source_id":"aoa:abyss-stack:artifact:dd1d4e5c5c6769cfcbe17d76","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/d9.jsonl b/kag/indexes/shards/anchor/d9.jsonl
index a8aa5e8721..1a95199529 100644
--- a/kag/indexes/shards/anchor/d9.jsonl
+++ b/kag/indexes/shards/anchor/d9.jsonl
@@ -58,6 +58,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:ea0de073483fb7556ffebbf9","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ea0de073483fb7556ffebbf9","label":"no hidden execution","locator":{"end_column":22,"end_line":723,"fragment":"no-hidden-execution","pointer":"","start_column":1,"start_line":723},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:no-hidden-execution","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:91e5c8523e62a623357e6b6b:aoa:abyss-stack:anchor:f045c061e795309bb6700b40","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f045c061e795309bb6700b40","label":"Consequences","locator":{"end_column":15,"end_line":81,"fragment":"consequences","pointer":"","start_column":1,"start_line":81},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:91e5c8523e62a623357e6b6b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:6498c78b7491a48615470b76","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:6498c78b7491a48615470b76","label":"LLAMA_ARG_ENDPOINT_METRICS","locator":{"end_column":37,"end_line":51,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_ENDPOINT_METRICS","start_column":7,"start_line":51},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_ENDPOINT_METRICS","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:da1c7d1402bdf05ccbedebaa","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:da1c7d1402bdf05ccbedebaa","label":"rows","locator":{"end_column":10,"end_line":2618,"fragment":"","pointer":"","start_column":5,"start_line":2612},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_BoundedQueryRows.rows","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"_BoundedQueryRows.rows","semantic_key":"python:method:_BoundedQueryRows.rows","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a3768bb1b4757f9013b356b3:aoa:abyss-stack:anchor:adbaa82d6fc566c2ccc18de6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:adbaa82d6fc566c2ccc18de6","label":"verify_token","locator":{"end_column":10,"end_line":63,"fragment":"","pointer":"","start_column":5,"start_line":51},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StaticBearerTokenVerifier.verify_token","target_ref":"python:AccessToken"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StaticBearerTokenVerifier.verify_token","target_ref":"python:hmac.compare_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StaticBearerTokenVerifier.verify_token","target_ref":"python:token.encode"}],"parser_ref":"python-ast@1","qualified_name":"StaticBearerTokenVerifier.verify_token","semantic_key":"python:method:StaticBearerTokenVerifier.verify_token","source_id":"aoa:abyss-stack:artifact:a3768bb1b4757f9013b356b3","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8:aoa:abyss-stack:anchor:0abf496e35e44de347ae6f00","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0abf496e35e44de347ae6f00","label":"secrets_included","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/secrets_included","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/secrets_included","source_id":"aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:b035ee8c834460c2468f7ce8:aoa:abyss-stack:anchor:f810b7bf2498e9166aedf59e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:f810b7bf2498e9166aedf59e","label":"created_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/created_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/created_at","source_id":"aoa:abyss-stack:artifact:b035ee8c834460c2468f7ce8","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/da.jsonl b/kag/indexes/shards/anchor/da.jsonl
index 47be8fc937..3be602988b 100644
--- a/kag/indexes/shards/anchor/da.jsonl
+++ b/kag/indexes/shards/anchor/da.jsonl
@@ -55,6 +55,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:965a4b7a1437a02a1f5e1293:aoa:abyss-stack:anchor:8d63717e1fa5cc351db661b2","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8d63717e1fa5cc351db661b2","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:965a4b7a1437a02a1f5e1293","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:2ebf366c27d307043ceb5b28","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2ebf366c27d307043ceb5b28","label":"reset_at","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/reset_at","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/reset_at","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:991aa52e8be76f8f1dbac3d1","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:991aa52e8be76f8f1dbac3d1","label":"environment","locator":{"end_column":16,"end_line":27,"fragment":"","pointer":"/services/llama-cpp/environment","start_column":5,"start_line":27},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:cfb072122e412963a828f23b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cfb072122e412963a828f23b","label":"drain","locator":{"end_column":24,"end_line":4850,"fragment":"","pointer":"","start_column":9,"start_line":4807},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:_canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:queue.clear"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:queue.dequeue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","target_ref":"python:self._read_and_parse"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","semantic_key":"python:method:LiveCodeIntelligenceRuntime._run_provider_work_queue.drain","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:e46b2b2fdb78a400872680a8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e46b2b2fdb78a400872680a8","label":"config_identity","locator":{"end_column":10,"end_line":2518,"fragment":"","pointer":"","start_column":5,"start_line":2501},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.config_identity","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.config_identity","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceConfig.config_identity","target_ref":"python:list"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceConfig.config_identity","semantic_key":"python:method:LiveCodeIntelligenceConfig.config_identity","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da:aoa:abyss-stack:anchor:43a4a958e4e8ccd783c39e3d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:43a4a958e4e8ccd783c39e3d","label":"test_relay_does_not_materialize_unknown_agent_context","locator":{"end_column":43,"end_line":117,"fragment":"","pointer":"","start_column":1,"start_line":102},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_does_not_materialize_unknown_agent_context","target_ref":"python:RELAY.handle_event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_does_not_materialize_unknown_agent_context","target_ref":"python:base"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_does_not_materialize_unknown_agent_context","target_ref":"python:base_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_does_not_materialize_unknown_agent_context","target_ref":"python:directory.iterdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_does_not_materialize_unknown_agent_context","target_ref":"python:directory.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_does_not_materialize_unknown_agent_context","target_ref":"python:event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_does_not_materialize_unknown_agent_context","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_does_not_materialize_unknown_agent_context","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_does_not_materialize_unknown_agent_context","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_relay_does_not_materialize_unknown_agent_context","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_relay_does_not_materialize_unknown_agent_context","semantic_key":"python:function:test_relay_does_not_materialize_unknown_agent_context","source_id":"aoa:abyss-stack:artifact:a0f4a43e19305ea354de77da","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:e53cf564dac6ee97ea56c1ef","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e53cf564dac6ee97ea56c1ef","label":"BrokenCompactTypingRunner","locator":{"end_column":47,"end_line":452,"fragment":"","pointer":"","start_column":1,"start_line":439},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"BrokenCompactTypingRunner","semantic_key":"python:class:BrokenCompactTypingRunner","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:060a659663fd47d5eef990d1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:060a659663fd47d5eef990d1","label":"write_text_exact","locator":{"end_column":40,"end_line":264,"fragment":"","pointer":"","start_column":1,"start_line":263},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_text_exact","target_ref":"python:TRIALS.write_text_exact"}],"parser_ref":"python-ast@1","qualified_name":"write_text_exact","semantic_key":"python:function:write_text_exact","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/dc.jsonl b/kag/indexes/shards/anchor/dc.jsonl
index 91cc93e0e6..4fa7df30de 100644
--- a/kag/indexes/shards/anchor/dc.jsonl
+++ b/kag/indexes/shards/anchor/dc.jsonl
@@ -48,6 +48,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:f5f6bc4c7c09c181f165b53f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f5f6bc4c7c09c181f165b53f","label":"resolve_owner","locator":{"end_column":63,"end_line":69,"fragment":"","pointer":"","start_column":5,"start_line":69},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"CanonicalKag.resolve_owner","semantic_key":"python:method:CanonicalKag.resolve_owner","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:80c0df8cf65ec313804af60d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:80c0df8cf65ec313804af60d","label":"_read_grant_bytes","locator":{"end_column":6,"end_line":866,"fragment":"","pointer":"","start_column":1,"start_line":859},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_read_grant_bytes","target_ref":"python:_read_bounded_regular_file"}],"parser_ref":"python-ast@1","qualified_name":"_read_grant_bytes","semantic_key":"python:function:_read_grant_bytes","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:62d814cfd6550b0c68972fe2:aoa:abyss-stack:anchor:13c3983f2d644a8a5e53e991","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:13c3983f2d644a8a5e53e991","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:62d814cfd6550b0c68972fe2","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:b733ca4653264f0cbaff410d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b733ca4653264f0cbaff410d","label":"test_rollback_without_last_good_records_failed_operation_receipt","locator":{"end_column":65,"end_line":2447,"fragment":"","pointer":"","start_column":5,"start_line":2425},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","target_ref":"python:self.runtime.rollback"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_rollback_without_last_good_records_failed_operation_receipt","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67c03d245eed8195040add77:aoa:abyss-stack:anchor:1d3ce45195e0c4aca0bd3faf","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:1d3ce45195e0c4aca0bd3faf","label":"timeout","locator":{"end_column":17,"end_line":48,"fragment":"","pointer":"/services/babelvox-tts/healthcheck/timeout","start_column":7,"start_line":48},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/babelvox-tts/healthcheck/timeout","source_id":"aoa:abyss-stack:artifact:67c03d245eed8195040add77","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:697386c8937babe0424a6f20:aoa:abyss-stack:anchor:fc0031266315e4eff0196980","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:fc0031266315e4eff0196980","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:697386c8937babe0424a6f20","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:12d7ca89157794c20bae893c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:12d7ca89157794c20bae893c","label":"test_owner_binding_requires_runtime_transport_and_acceptance_fields","locator":{"end_column":46,"end_line":2026,"fragment":"","pointer":"","start_column":1,"start_line":2018},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_binding_requires_runtime_transport_and_acceptance_fields","target_ref":"python:MODULE.validate_return_owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_owner_binding_requires_runtime_transport_and_acceptance_fields","target_ref":"python:pytest.raises"}],"parser_ref":"python-ast@1","qualified_name":"test_owner_binding_requires_runtime_transport_and_acceptance_fields","semantic_key":"python:function:test_owner_binding_requires_runtime_transport_and_acceptance_fields","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
@@ -70,6 +71,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9783f16d116b4b884f146872:aoa:abyss-stack:anchor:ec86c4a9746dc1040405e522","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ec86c4a9746dc1040405e522","label":"kind","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/kind","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/kind","source_id":"aoa:abyss-stack:artifact:9783f16d116b4b884f146872","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:ce826b0985c8cf382e0f534a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ce826b0985c8cf382e0f534a","label":"test_experience_wave5_schemas_reject_const_escapes","locator":{"end_column":41,"end_line":354,"fragment":"","pointer":"","start_column":5,"start_line":343},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","target_ref":"python:constrained_paths"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","target_ref":"python:escape_value"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","target_ref":"python:get_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","target_ref":"python:load_contract"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","target_ref":"python:self.assertGreater"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","target_ref":"python:self.assert_invalid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","target_ref":"python:set_path"}],"parser_ref":"python-ast@1","qualified_name":"ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","semantic_key":"python:method:ExperienceWave5SeedContractTests.test_experience_wave5_schemas_reject_const_escapes","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:5c1e81a3305f9ca1a8436998","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:5c1e81a3305f9ca1a8436998","label":"LLAMA_ARG_UBATCH","locator":{"end_column":28,"end_line":36,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_UBATCH","start_column":7,"start_line":36},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_UBATCH","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:c58fe1708da3703e5ac7fa91","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c58fe1708da3703e5ac7fa91","label":"_expected_invalidation","locator":{"end_column":10,"end_line":6421,"fragment":"","pointer":"","start_column":5,"start_line":6353},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:content_changed.union"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:content_changed.union"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:current_meta.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:item.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:item.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:parse_paths.union"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:previous_files.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:round"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:scanned.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:self._dependency_impacts"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._expected_invalidation","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._expected_invalidation","semantic_key":"python:method:LiveCodeIntelligenceRuntime._expected_invalidation","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:f74a2434932b7bdd52b5aff2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f74a2434932b7bdd52b5aff2","label":"_read_historical_trust_records","locator":{"end_column":22,"end_line":5949,"fragment":"","pointer":"","start_column":5,"start_line":5870},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:_contains_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:_is_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:_is_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:_is_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:directory.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:directory.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:directory.iterdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:hmac.compare_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:key_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:records.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:self._historical_trust_auth_tag"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:self._historical_trust_key"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:self._historical_trust_record_directory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:self.historical_trust_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:self.historical_trust_path.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:stat.S_ISREG"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_historical_trust_records","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._read_historical_trust_records","semantic_key":"python:method:LiveCodeIntelligenceRuntime._read_historical_trust_records","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5cad42a99cb223b8b424761:aoa:abyss-stack:anchor:e6d8ee9a63e68b10e21523ab","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e6d8ee9a63e68b10e21523ab","label":"_print","locator":{"end_column":77,"end_line":13,"fragment":"","pointer":"","start_column":1,"start_line":12},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_print","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_print","target_ref":"python:print"}],"parser_ref":"python-ast@1","qualified_name":"_print","semantic_key":"python:function:_print","source_id":"aoa:abyss-stack:artifact:a5cad42a99cb223b8b424761","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5ee0a6421758851103923ed:aoa:abyss-stack:anchor:9cbeab1ace3e0cbaf918f8f8","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:9cbeab1ace3e0cbaf918f8f8","label":"result","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/result","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/result","source_id":"aoa:abyss-stack:artifact:a5ee0a6421758851103923ed","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:aafc77e27f12f5cf4e36f54e:aoa:abyss-stack:anchor:b282ca3c785cb8e3dd0018f8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b282ca3c785cb8e3dd0018f8","label":"Shape","locator":{"end_column":8,"end_line":3,"fragment":"shape","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:shape","source_id":"aoa:abyss-stack:artifact:aafc77e27f12f5cf4e36f54e","symbol_kind":""}
@@ -93,7 +96,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:c666d93e95610e4176e21dc0:aoa:abyss-stack:anchor:8ebac76eb5f7cd429cafb931","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:8ebac76eb5f7cd429cafb931","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:c666d93e95610e4176e21dc0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:c8a39bfeaf4fc6d20ab1fbec:aoa:abyss-stack:anchor:76575ebaa71cba2cf4c90902","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:76575ebaa71cba2cf4c90902","label":"_digest","locator":{"end_column":61,"end_line":38,"fragment":"","pointer":"","start_column":1,"start_line":37},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest","target_ref":"python:value.encode"}],"parser_ref":"python-ast@1","qualified_name":"_digest","semantic_key":"python:function:_digest","source_id":"aoa:abyss-stack:artifact:c8a39bfeaf4fc6d20ab1fbec","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:c8a39bfeaf4fc6d20ab1fbec:aoa:abyss-stack:anchor:b3af57846fe0bfa5d6eca281","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b3af57846fe0bfa5d6eca281","label":"FakeQdrant","locator":{"end_column":54,"end_line":611,"fragment":"","pointer":"","start_column":1,"start_line":511},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"FakeQdrant","semantic_key":"python:class:FakeQdrant","source_id":"aoa:abyss-stack:artifact:c8a39bfeaf4fc6d20ab1fbec","symbol_kind":"class"}
-{"_key":"anchor:aoa:abyss-stack:artifact:c9279abd6600acf30e043847:aoa:abyss-stack:anchor:83f64f83e98792dd3cec5d1d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:83f64f83e98792dd3cec5d1d","label":"Stop-lines","locator":{"end_column":13,"end_line":23,"fragment":"stop-lines","pointer":"","start_column":1,"start_line":23},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:stop-lines","source_id":"aoa:abyss-stack:artifact:c9279abd6600acf30e043847","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:c9279abd6600acf30e043847:aoa:abyss-stack:anchor:83f64f83e98792dd3cec5d1d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:83f64f83e98792dd3cec5d1d","label":"Stop-lines","locator":{"end_column":13,"end_line":26,"fragment":"stop-lines","pointer":"","start_column":1,"start_line":26},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:stop-lines","source_id":"aoa:abyss-stack:artifact:c9279abd6600acf30e043847","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:cb01217031b8592e17563f72:aoa:abyss-stack:anchor:4814a31176d4bdc0e7ac8eeb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4814a31176d4bdc0e7ac8eeb","label":"PaddleVlStructureBridgeError","locator":{"end_column":77,"end_line":22,"fragment":"","pointer":"","start_column":1,"start_line":21},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"PaddleVlStructureBridgeError","semantic_key":"python:class:PaddleVlStructureBridgeError","source_id":"aoa:abyss-stack:artifact:cb01217031b8592e17563f72","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:cb4d5707b2828283e5a0538c:aoa:abyss-stack:anchor:3be0c4d203eefa612f9211e2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3be0c4d203eefa612f9211e2","label":"_is_bounded_text","locator":{"end_column":64,"end_line":137,"fragment":"","pointer":"","start_column":1,"start_line":132},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_bounded_text","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_is_bounded_text","target_ref":"python:len"}],"parser_ref":"python-ast@1","qualified_name":"_is_bounded_text","semantic_key":"python:function:_is_bounded_text","source_id":"aoa:abyss-stack:artifact:cb4d5707b2828283e5a0538c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:cb4d5707b2828283e5a0538c:aoa:abyss-stack:anchor:5b61932c150db1e115dde037","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5b61932c150db1e115dde037","label":"_validate_record","locator":{"end_column":76,"end_line":408,"fragment":"","pointer":"","start_column":5,"start_line":352},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:PolicyAuditError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:PolicyAuditError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:PolicyAuditError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:PolicyAuditError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:PolicyAuditError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:PolicyAuditError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:_parse_timestamp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:_parse_timestamp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:_parse_timestamp"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:_validate_policy_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:record.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:sha256_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:PolicyAuditJournal._validate_record","target_ref":"python:validated_receipt.get"}],"parser_ref":"python-ast@1","qualified_name":"PolicyAuditJournal._validate_record","semantic_key":"python:method:PolicyAuditJournal._validate_record","source_id":"aoa:abyss-stack:artifact:cb4d5707b2828283e5a0538c","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/dd.jsonl b/kag/indexes/shards/anchor/dd.jsonl
index ac3c6188bf..376d8bfada 100644
--- a/kag/indexes/shards/anchor/dd.jsonl
+++ b/kag/indexes/shards/anchor/dd.jsonl
@@ -4,7 +4,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:674a255a84f9e8093832ef24","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:674a255a84f9e8093832ef24","label":"execute_w2_actions","locator":{"end_column":65,"end_line":3475,"fragment":"","pointer":"","start_column":1,"start_line":3383},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:action.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:action.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:action.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:action.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:capture_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:capture_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:capture_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:capture_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:capture_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:capture_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:capture_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:command_spec.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:command_spec.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:command_spec.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:float"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:http_get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:http_spec.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:http_spec.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:outcomes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:outcomes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:persist_http_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:run_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:execute_w2_actions","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"execute_w2_actions","semantic_key":"python:function:execute_w2_actions","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05828fda95b78d0b8338b21c:aoa:abyss-stack:anchor:272878328faf0cad9cd6bd6f","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:272878328faf0cad9cd6bd6f","label":"unknown_version_posture","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/unknown_version_posture","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/unknown_version_posture","source_id":"aoa:abyss-stack:artifact:05828fda95b78d0b8338b21c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:061b6658d5ef75b1c438bf08:aoa:abyss-stack:anchor:70a00a730f9e349f90e99684","_kind":"anchor","anchor_kind":"toml_key","id":"aoa:abyss-stack:anchor:70a00a730f9e349f90e99684","label":"build-backend","locator":{"end_column":39,"end_line":3,"fragment":"","pointer":"build-system.build-backend","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-toml-path@1","qualified_name":"","semantic_key":"key:build-system.build-backend","source_id":"aoa:abyss-stack:artifact:061b6658d5ef75b1c438bf08","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:7b71c6f3672137530f68149e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7b71c6f3672137530f68149e","label":"Validation","locator":{"end_column":14,"end_line":1458,"fragment":"validation","pointer":"","start_column":1,"start_line":1458},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:7b71c6f3672137530f68149e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7b71c6f3672137530f68149e","label":"Validation","locator":{"end_column":14,"end_line":1462,"fragment":"validation","pointer":"","start_column":1,"start_line":1462},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0af86ca6a25a0f270c29a17e:aoa:abyss-stack:anchor:73b93fec68c6e16af2cb8fd1","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:73b93fec68c6e16af2cb8fd1","label":"Threat Model","locator":{"end_column":14,"end_line":1,"fragment":"threat-model","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:threat-model","source_id":"aoa:abyss-stack:artifact:0af86ca6a25a0f270c29a17e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0afd892229811540ddd10ac1:aoa:abyss-stack:anchor:1f66941a880b9b95e5947c17","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:1f66941a880b9b95e5947c17","label":"Codex Consumer Handoff","locator":{"end_column":24,"end_line":1,"fragment":"codex-consumer-handoff","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:codex-consumer-handoff","source_id":"aoa:abyss-stack:artifact:0afd892229811540ddd10ac1","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0df719f74f05463e2a865840:aoa:abyss-stack:anchor:298d55621d86d0008b9e3d96","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:298d55621d86d0008b9e3d96","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:0df719f74f05463e2a865840","symbol_kind":"json_key"}
@@ -44,6 +44,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb:aoa:abyss-stack:anchor:0f5871eac35669761b31316b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:0f5871eac35669761b31316b","label":"revision","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/revision","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"revision","semantic_key":"json:/$defs/revision","source_id":"aoa:abyss-stack:artifact:5fd60f95bbc20ebc8f1e78fb","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4:aoa:abyss-stack:anchor:481d70fc6082ad1140191010","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:481d70fc6082ad1140191010","label":"admitted_run_plan_ref","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/admitted_run_plan_ref","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/admitted_run_plan_ref","source_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:62e49ab86a351d318f18ded8:aoa:abyss-stack:anchor:05b5b63b15573583444c7f98","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:05b5b63b15573583444c7f98","label":"START_HERE_ROUTE_CONTRACT","locator":{"end_column":60,"end_line":7,"fragment":"","pointer":"","start_column":3,"start_line":7},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:routes","target_ref":"START_HERE_ROUTE_CONTRACT.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:7:3:0:START_HERE_ROUTE_CONTRACT.md","source_id":"aoa:abyss-stack:artifact:62e49ab86a351d318f18ded8","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:a192de71a5f54589bb78e786","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a192de71a5f54589bb78e786","label":"test_source_change_during_reread_records_failed_operation_receipt","locator":{"end_column":65,"end_line":2874,"fragment":"","pointer":"","start_column":5,"start_line":2843},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.assertNotEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.runtime.candidate_path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.runtime.current_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_source_change_during_reread_records_failed_operation_receipt","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:3ac6717ac0d387292cfde0a0","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3ac6717ac0d387292cfde0a0","label":"__init__","locator":{"end_column":51,"end_line":73,"fragment":"","pointer":"","start_column":5,"start_line":71},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_ReturnAttemptLock.__init__","semantic_key":"python:method:_ReturnAttemptLock.__init__","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:4fa99539882aaa62f3f1e04c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4fa99539882aaa62f3f1e04c","label":"_validate_pause_receipt_schema","locator":{"end_column":10,"end_line":171,"fragment":"","pointer":"","start_column":1,"start_line":160},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_pause_receipt_schema","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_pause_receipt_schema","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_pause_receipt_schema","target_ref":"python:SCHEMA_VALIDATION.first_error"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_pause_receipt_schema","target_ref":"python:SCHEMA_VALIDATION.load_schema"}],"parser_ref":"python-ast@1","qualified_name":"_validate_pause_receipt_schema","semantic_key":"python:function:_validate_pause_receipt_schema","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6e0bb2474e227bfae1faae8d:aoa:abyss-stack:anchor:32651b690aa49672f5a5a100","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:32651b690aa49672f5a5a100","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:6e0bb2474e227bfae1faae8d","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/de.jsonl b/kag/indexes/shards/anchor/de.jsonl
index dd31356784..13915bc2c7 100644
--- a/kag/indexes/shards/anchor/de.jsonl
+++ b/kag/indexes/shards/anchor/de.jsonl
@@ -4,7 +4,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:05828fda95b78d0b8338b21c:aoa:abyss-stack:anchor:8760063f6a7e336996e4bebe","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8760063f6a7e336996e4bebe","label":"semantic_owner","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/semantic_owner","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/semantic_owner","source_id":"aoa:abyss-stack:artifact:05828fda95b78d0b8338b21c","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:80ee64d433c5e2ad68f4c188","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:80ee64d433c5e2ad68f4c188","label":"test_mcp_http_codex_client_install_is_idempotent_and_removable","locator":{"end_column":66,"end_line":3919,"fragment":"","pointer":"","start_column":5,"start_line":3800},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:MCP_HTTP_CODEX_CLIENT.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:ORGAN_MCP_READ_AUTH.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:capture_token.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:credential.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:credential.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:credential.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:deployed_launcher.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:deployed_launcher.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:deployed_launcher.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:env.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:env.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:env.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:fake_codex.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:fake_codex.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:first_zshrc.count"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:home.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:mcp_environment"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:os.geteuid"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:self.assertNotIn"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:shutil.which"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:stack_read_credential.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:stack_read_credential.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:unittest.skipIf"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:zshrc.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:zshrc.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:zshrc.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:zshrc.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:zshrc.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:zshrc.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","target_ref":"python:zshrc.write_text"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","semantic_key":"python:method:RuntimeLifecycleUserUnitTests.test_mcp_http_codex_client_install_is_idempotent_and_removable","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b:aoa:abyss-stack:anchor:f7ba57cde08edaf0a54de253","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f7ba57cde08edaf0a54de253","label":"mcp_server_token_environment","locator":{"end_column":6,"end_line":391,"fragment":"","pointer":"","start_column":1,"start_line":387},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:mcp_server_token_environment","target_ref":"python:ORGAN_MCP_READ_AUTH.get"}],"parser_ref":"python-ast@1","qualified_name":"mcp_server_token_environment","semantic_key":"python:function:mcp_server_token_environment","source_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:0980dbc51935efe25f5b4762","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0980dbc51935efe25f5b4762","label":"Notes","locator":{"end_column":9,"end_line":1554,"fragment":"notes-3","pointer":"","start_column":1,"start_line":1554},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:notes-3","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:0980dbc51935efe25f5b4762","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0980dbc51935efe25f5b4762","label":"Notes","locator":{"end_column":9,"end_line":1558,"fragment":"notes-3","pointer":"","start_column":1,"start_line":1558},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:notes-3","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:073dd6d37ba43a279a298d4a:aoa:abyss-stack:anchor:b9603aa7307a4097ffb792d3","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b9603aa7307a4097ffb792d3","label":"AOA_RETURN_LOG_ROOT","locator":{"end_column":79,"end_line":16,"fragment":"","pointer":"/services/langchain-api-llamacpp/environment/AOA_RETURN_LOG_ROOT","start_column":7,"start_line":16},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api-llamacpp/environment/AOA_RETURN_LOG_ROOT","source_id":"aoa:abyss-stack:artifact:073dd6d37ba43a279a298d4a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:09768cdc5582265776b58235:aoa:abyss-stack:anchor:3f1f6df367394a31adfd63e2","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:3f1f6df367394a31adfd63e2","label":"${AOA_STACK_ROOT","locator":{"end_column":112,"end_line":14,"fragment":"","pointer":"/services/tos-graph/volumes/0/${AOA_STACK_ROOT","start_column":7,"start_line":14},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/tos-graph/volumes/0/${AOA_STACK_ROOT","source_id":"aoa:abyss-stack:artifact:09768cdc5582265776b58235","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78:aoa:abyss-stack:anchor:c71e0e13028d93990a24f214","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c71e0e13028d93990a24f214","label":"Runtime Lifecycle Parts","locator":{"end_column":25,"end_line":1,"fragment":"runtime-lifecycle-parts","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-lifecycle-parts","source_id":"aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78","symbol_kind":""}
@@ -50,7 +50,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5cf511073cba8648076ea457:aoa:abyss-stack:anchor:37d40c687a309f424a06bfff","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:37d40c687a309f424a06bfff","label":"aoa.tuning.overlay","locator":{"end_column":50,"end_line":6,"fragment":"","pointer":"/services/langchain-api/labels/aoa.tuning.overlay","start_column":7,"start_line":6},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/labels/aoa.tuning.overlay","source_id":"aoa:abyss-stack:artifact:5cf511073cba8648076ea457","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:60aeecd638520af8778777c7:aoa:abyss-stack:anchor:2bedbebb8caf9950ef67f493","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2bedbebb8caf9950ef67f493","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:60aeecd638520af8778777c7","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b22ebdfaca43f7647707c8:aoa:abyss-stack:anchor:6808f144db27e2f29f9e18b9","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6808f144db27e2f29f9e18b9","label":"Follow-up route","locator":{"end_column":18,"end_line":89,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":89},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:61b22ebdfaca43f7647707c8","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:9322308eb208090d6913d4e3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9322308eb208090d6913d4e3","label":"test_observation_budget_includes_reused_records_before_promotion","locator":{"end_column":63,"end_line":1319,"fragment":"","pointer":"","start_column":5,"start_line":1275},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:live_code_intelligence._canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.assertIsNone"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.runtime.candidate_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","target_ref":"python:sum"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_observation_budget_includes_reused_records_before_promotion","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2:aoa:abyss-stack:anchor:c7c342670056f38eb588be13","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c7c342670056f38eb588be13","label":"compare_tesseract_runs","locator":{"end_column":6,"end_line":494,"fragment":"","pointer":"","start_column":1,"start_line":451},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:first.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:first.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:first.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:first.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:first.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:first_run_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:first_samples.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:left_output.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:left_output.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:right_output.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:right_output.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:sample_differences.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:sample_differences.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:second.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:second.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:second.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:second.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:second.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:second_run_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:second_samples.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:compare_tesseract_runs","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"compare_tesseract_runs","semantic_key":"python:function:compare_tesseract_runs","source_id":"aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:77ba9685d40fe0ba5524c71b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:77ba9685d40fe0ba5524c71b","label":"immutable_inputs_read","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/immutable_inputs_read","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/immutable_inputs_read","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c8bc3c68449b993c6781201:aoa:abyss-stack:anchor:f679c6d31e6078b8a784e9af","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f679c6d31e6078b8a784e9af","label":"verify_token","locator":{"end_column":10,"end_line":63,"fragment":"","pointer":"","start_column":5,"start_line":51},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StaticBearerTokenVerifier.verify_token","target_ref":"python:AccessToken"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StaticBearerTokenVerifier.verify_token","target_ref":"python:hmac.compare_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StaticBearerTokenVerifier.verify_token","target_ref":"python:token.encode"}],"parser_ref":"python-ast@1","qualified_name":"StaticBearerTokenVerifier.verify_token","semantic_key":"python:method:StaticBearerTokenVerifier.verify_token","source_id":"aoa:abyss-stack:artifact:6c8bc3c68449b993c6781201","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:05bc273214fda6adaff71ab6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:05bc273214fda6adaff71ab6","label":"owner","locator":{"end_column":17,"end_line":36,"fragment":"","pointer":"","start_column":1,"start_line":23},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"owner","semantic_key":"python:function:owner","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:81ffae97bfd10d362b1c4d7b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:81ffae97bfd10d362b1c4d7b","label":"test_return_route_rejects_output_alias_with_bound_input","locator":{"end_column":46,"end_line":1678,"fragment":"","pointer":"","start_column":1,"start_line":1656},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:MODULE._load_return_route"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:MODULE._sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:handoff_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:holder_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:owner_path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:route_path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_return_route_rejects_output_alias_with_bound_input","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_return_route_rejects_output_alias_with_bound_input","semantic_key":"python:function:test_return_route_rejects_output_alias_with_bound_input","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
@@ -71,6 +73,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:e2e7945db7501bb5b44a0b81","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:e2e7945db7501bb5b44a0b81","label":"ABYSS-STACK-D-0014 Residual Frontier Quest Alignment","locator":{"end_column":117,"end_line":120,"fragment":"","pointer":"","start_column":3,"start_line":120},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:questbook","target_ref":"../ABYSS-STACK-D-0014-residual-frontier-quest-alignment.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:120:3:0:../ABYSS-STACK-D-0014-residual-frontier-quest-alignment.md","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:fd6eb6bfcea44105cd90d251","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:fd6eb6bfcea44105cd90d251","label":"compatibility gate language","locator":{"end_column":30,"end_line":309,"fragment":"compatibility-gate-language","pointer":"","start_column":1,"start_line":309},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:compatibility-gate-language","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:e756ae7538317e7f89fa4fbb","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e756ae7538317e7f89fa4fbb","label":"/dev/dri","locator":{"end_column":25,"end_line":21,"fragment":"","pointer":"/services/llama-cpp/devices/0/~1dev~1dri","start_column":7,"start_line":21},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/devices/0/~1dev~1dri","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:aa2b7df8799d92ecdd23ab7e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:aa2b7df8799d92ecdd23ab7e","label":"_source_epoch","locator":{"end_column":10,"end_line":4234,"fragment":"","pointer":"","start_column":5,"start_line":4218},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._source_epoch","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._source_epoch","target_ref":"python:files.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._source_epoch","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._source_epoch","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._source_epoch","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._source_epoch","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._source_epoch","semantic_key":"python:method:LiveCodeIntelligenceRuntime._source_epoch","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:ff54a97c6ff8517afd60a454","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ff54a97c6ff8517afd60a454","label":"test_typing_status_does_not_hide_other_compact_route_failures","locator":{"end_column":73,"end_line":630,"fragment":"","pointer":"","start_column":1,"start_line":621},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_typing_status_does_not_hide_other_compact_route_failures","target_ref":"python:BrokenCompactTypingRunner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_typing_status_does_not_hide_other_compact_route_failures","target_ref":"python:state.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_typing_status_does_not_hide_other_compact_route_failures","target_ref":"python:state_with_fake"}],"parser_ref":"python-ast@1","qualified_name":"test_typing_status_does_not_hide_other_compact_route_failures","semantic_key":"python:function:test_typing_status_does_not_hide_other_compact_route_failures","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a38afa6506fd860f4305359f:aoa:abyss-stack:anchor:1c32bd0988c5dd332788a137","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1c32bd0988c5dd332788a137","label":"$id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$id","source_id":"aoa:abyss-stack:artifact:a38afa6506fd860f4305359f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8:aoa:abyss-stack:anchor:759db8b8f981a292d7913b05","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:759db8b8f981a292d7913b05","label":"observation_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/observation_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/observation_id","source_id":"aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/df.jsonl b/kag/indexes/shards/anchor/df.jsonl
index 553d46c2a1..108ddde645 100644
--- a/kag/indexes/shards/anchor/df.jsonl
+++ b/kag/indexes/shards/anchor/df.jsonl
@@ -59,6 +59,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:9f58459fcbca4a5b2a41fe35","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9f58459fcbca4a5b2a41fe35","label":"route card","locator":{"end_column":13,"end_line":949,"fragment":"route-card","pointer":"","start_column":1,"start_line":949},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:route-card","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8dd05d1c07a5959179cb95d7:aoa:abyss-stack:anchor:9e3091a428981c31b335e808","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9e3091a428981c31b335e808","label":"test_approval_mismatch_fails_resume","locator":{"end_column":70,"end_line":246,"fragment":"","pointer":"","start_column":5,"start_line":228},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerLifecycleTests.test_approval_mismatch_fails_resume","target_ref":"python:approval_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerLifecycleTests.test_approval_mismatch_fails_resume","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerLifecycleTests.test_approval_mismatch_fails_resume","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerLifecycleTests.test_approval_mismatch_fails_resume","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerLifecycleTests.test_approval_mismatch_fails_resume","target_ref":"python:self.gate_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerLifecycleTests.test_approval_mismatch_fails_resume","target_ref":"python:self.module.prepare_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerLifecycleTests.test_approval_mismatch_fails_resume","target_ref":"python:self.module.resume_run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:GovernedRunnerLifecycleTests.test_approval_mismatch_fails_resume","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"GovernedRunnerLifecycleTests.test_approval_mismatch_fails_resume","semantic_key":"python:method:GovernedRunnerLifecycleTests.test_approval_mismatch_fails_resume","source_id":"aoa:abyss-stack:artifact:8dd05d1c07a5959179cb95d7","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:98b9bdeccf4b63a7dd99a0ee:aoa:abyss-stack:anchor:30dbfb71b1dff3adb72ca386","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:30dbfb71b1dff3adb72ca386","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:98b9bdeccf4b63a7dd99a0ee","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:4b8dc45a7a1f9f459acfbfc7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4b8dc45a7a1f9f459acfbfc7","label":"visit_Attribute","locator":{"end_column":31,"end_line":2060,"fragment":"","pointer":"","start_column":5,"start_line":2046},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Attribute","target_ref":"python:_anchor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Attribute","target_ref":"python:_location"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Attribute","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Attribute","target_ref":"python:node.ctx.__class__.__name__.lower"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Attribute","target_ref":"python:self.occurrences.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_PythonObservationVisitor.visit_Attribute","target_ref":"python:self.visit"}],"parser_ref":"python-ast@1","qualified_name":"_PythonObservationVisitor.visit_Attribute","semantic_key":"python:method:_PythonObservationVisitor.visit_Attribute","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:097d650278e971af0bb88294","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:097d650278e971af0bb88294","label":"${AOA_REDIS_MAXMEMORY_POLICY","locator":{"end_column":51,"end_line":65,"fragment":"","pointer":"/services/redis/command/6/${AOA_REDIS_MAXMEMORY_POLICY","start_column":7,"start_line":65},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/redis/command/6/${AOA_REDIS_MAXMEMORY_POLICY","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa:aoa:abyss-stack:anchor:2433e4e359e24a4a83130f3a","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2433e4e359e24a4a83130f3a","label":"Trigger","locator":{"end_column":11,"end_line":8,"fragment":"trigger","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:trigger","source_id":"aoa:abyss-stack:artifact:a6b136d922e6921a7f6f8bfa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:af733ceef13848830e6ea691:aoa:abyss-stack:anchor:5ce7b0efbccd985337e37b20","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5ce7b0efbccd985337e37b20","label":"Inference Pilots Parts","locator":{"end_column":24,"end_line":1,"fragment":"inference-pilots-parts","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:inference-pilots-parts","source_id":"aoa:abyss-stack:artifact:af733ceef13848830e6ea691","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/e0.jsonl b/kag/indexes/shards/anchor/e0.jsonl
index 1625dce0ee..60934cf4bb 100644
--- a/kag/indexes/shards/anchor/e0.jsonl
+++ b/kag/indexes/shards/anchor/e0.jsonl
@@ -49,6 +49,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9416cfb2713839e38234a612:aoa:abyss-stack:anchor:4caa45e51e9a0b089a1bcf23","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4caa45e51e9a0b089a1bcf23","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:9416cfb2713839e38234a612","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:97dfb9d6fa1ec33c7efdc33e:aoa:abyss-stack:anchor:c4bfa26da6f9441d1bfe9c37","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c4bfa26da6f9441d1bfe9c37","label":"Decision","locator":{"end_column":11,"end_line":40,"fragment":"decision","pointer":"","start_column":1,"start_line":40},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:97dfb9d6fa1ec33c7efdc33e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b07f53b5596d8162978e094:aoa:abyss-stack:anchor:a43a37b8cf42e015617eb808","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a43a37b8cf42e015617eb808","label":"properties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/properties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/properties","source_id":"aoa:abyss-stack:artifact:9b07f53b5596d8162978e094","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:48939fe77dd1d312ab2ffafe","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:48939fe77dd1d312ab2ffafe","label":"_persisted_machine_binding_is_well_formed","locator":{"end_column":20,"end_line":5511,"fragment":"","pointer":"","start_column":5,"start_line":5325},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:_is_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:_machine_binding_stable_projection"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:_machine_binding_stable_projection"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:component.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:component.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:component.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:component.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:expected_component_keys.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:expected_installation_keys.add"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:installation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:installation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:installation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:installation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:installation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:runtime_binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:runtime_binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:runtime_binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:runtime_binding.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:self._machine_binding_envelope"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:verified_evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:verified_evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:verified_evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:verified_evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:verified_evidence.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","target_ref":"python:verified_evidence.get"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","semantic_key":"python:method:LiveCodeIntelligenceRuntime._persisted_machine_binding_is_well_formed","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6:aoa:abyss-stack:anchor:dc20ce54d64699604f9d5489","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:dc20ce54d64699604f9d5489","label":"configure_http","locator":{"end_column":56,"end_line":160,"fragment":"","pointer":"","start_column":5,"start_line":156},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.configure_http","target_ref":"python:object.__setattr__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.configure_http","target_ref":"python:object.__setattr__"}],"parser_ref":"python-ast@1","qualified_name":"AbyssMCPServer.configure_http","semantic_key":"python:method:AbyssMCPServer.configure_http","source_id":"aoa:abyss-stack:artifact:a6108893ec11e93608e6a6f6","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:3fb79da7e77f09e79f1b1b75","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3fb79da7e77f09e79f1b1b75","label":"build_impl_edit_spec_json","locator":{"end_column":6,"end_line":1274,"fragment":"","pointer":"","start_column":1,"start_line":1260},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_edit_spec_json","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"build_impl_edit_spec_json","semantic_key":"python:function:build_impl_edit_spec_json","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32:aoa:abyss-stack:anchor:563db5a28970b1b94b91a40f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:563db5a28970b1b94b91a40f","label":"CorpusSearchResponse","locator":{"end_column":24,"end_line":53,"fragment":"","pointer":"","start_column":1,"start_line":48},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"CorpusSearchResponse","semantic_key":"python:class:CorpusSearchResponse","source_id":"aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32","symbol_kind":"class"}
diff --git a/kag/indexes/shards/anchor/e1.jsonl b/kag/indexes/shards/anchor/e1.jsonl
index eb1d979835..da7f2e3bb7 100644
--- a/kag/indexes/shards/anchor/e1.jsonl
+++ b/kag/indexes/shards/anchor/e1.jsonl
@@ -37,6 +37,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e:aoa:abyss-stack:anchor:f6bf4c0c8a8aa7faa2c778b6","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f6bf4c0c8a8aa7faa2c778b6","label":"test_holder_receipt_rejects_detached_kitty_route","locator":{"end_column":36,"end_line":2063,"fragment":"","pointer":"","start_column":1,"start_line":2050},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_rejects_detached_kitty_route","target_ref":"python:MODULE.argparse.Namespace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_rejects_detached_kitty_route","target_ref":"python:MODULE.command_launch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_rejects_detached_kitty_route","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_rejects_detached_kitty_route","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_rejects_detached_kitty_route","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_holder_receipt_rejects_detached_kitty_route","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_holder_receipt_rejects_detached_kitty_route","semantic_key":"python:function:test_holder_receipt_rejects_detached_kitty_route","source_id":"aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2:aoa:abyss-stack:anchor:cbf385fc6281a15314cdf4b3","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:cbf385fc6281a15314cdf4b3","label":"max_long_reload_segments","locator":{"end_column":31,"end_line":62,"fragment":"","pointer":"/profile_class_rules/2/max_long_reload_segments","start_column":5,"start_line":62},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/profile_class_rules/2/max_long_reload_segments","source_id":"aoa:abyss-stack:artifact:58de66eb86bb8291d1f86bb2","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:635296c34b56b53915a261c9:aoa:abyss-stack:anchor:51270df02a357e0f9c0042ca","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:51270df02a357e0f9c0042ca","label":"Must not claim","locator":{"end_column":18,"end_line":39,"fragment":"must-not-claim","pointer":"","start_column":1,"start_line":39},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:must-not-claim","source_id":"aoa:abyss-stack:artifact:635296c34b56b53915a261c9","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:bc8710421e8760c683a41cf4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bc8710421e8760c683a41cf4","label":"test_undecodable_posix_filename_degrades_with_diagnostic","locator":{"end_column":10,"end_line":3042,"fragment":"","pointer":"","start_column":5,"start_line":3021},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:handle.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:ord"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:os.fdopen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:os.fsencode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:self.runtime.candidate_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","target_ref":"python:unittest.skipUnless"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_undecodable_posix_filename_degrades_with_diagnostic","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a295f5e899eff98ab721e6e:aoa:abyss-stack:anchor:ccb9a505e4c6df5bbfbb6b49","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ccb9a505e4c6df5bbfbb6b49","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:6a295f5e899eff98ab721e6e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a7347034e37d1fa9e8312f5:aoa:abyss-stack:anchor:035428f73ffa0d0670ef967a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:035428f73ffa0d0670ef967a","label":"test_launcher_retains_the_exact_opened_executable_inode","locator":{"end_column":29,"end_line":38,"fragment":"","pointer":"","start_column":1,"start_line":21},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_launcher_retains_the_exact_opened_executable_inode","target_ref":"python:_open_process_executable"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_launcher_retains_the_exact_opened_executable_inode","target_ref":"python:executable.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_launcher_retains_the_exact_opened_executable_inode","target_ref":"python:executable.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_launcher_retains_the_exact_opened_executable_inode","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_launcher_retains_the_exact_opened_executable_inode","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_launcher_retains_the_exact_opened_executable_inode","target_ref":"python:os.lseek"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_launcher_retains_the_exact_opened_executable_inode","target_ref":"python:os.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_launcher_retains_the_exact_opened_executable_inode","target_ref":"python:os.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_launcher_retains_the_exact_opened_executable_inode","target_ref":"python:replacement.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_launcher_retains_the_exact_opened_executable_inode","target_ref":"python:replacement.write_bytes"}],"parser_ref":"python-ast@1","qualified_name":"test_launcher_retains_the_exact_opened_executable_inode","semantic_key":"python:function:test_launcher_retains_the_exact_opened_executable_inode","source_id":"aoa:abyss-stack:artifact:6a7347034e37d1fa9e8312f5","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:706309e0ba97cb33530ee444:aoa:abyss-stack:anchor:50b96ab92a6e4f30c23b5a98","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:50b96ab92a6e4f30c23b5a98","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:706309e0ba97cb33530ee444","symbol_kind":"json_key"}
@@ -51,6 +52,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:1dcbe251ff824de24a13b448","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1dcbe251ff824de24a13b448","label":"log_message","locator":{"end_column":19,"end_line":2076,"fragment":"","pointer":"","start_column":9,"start_line":2075},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_handler_for.WorkbenchHandler.log_message","semantic_key":"python:method:_handler_for.WorkbenchHandler.log_message","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:10cc4c24812ef9ef7fef00c4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:10cc4c24812ef9ef7fef00c4","label":"validation_errors","locator":{"end_column":103,"end_line":45,"fragment":"","pointer":"","start_column":1,"start_line":44},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validation_errors","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validation_errors","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validation_errors","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"validation_errors","semantic_key":"python:function:validation_errors","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:85855b19fab93dd413de1425","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:85855b19fab93dd413de1425","label":"command","locator":{"end_column":12,"end_line":9,"fragment":"","pointer":"/services/llama-cpp/command","start_column":5,"start_line":9},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/command","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:91d56ac06a4304d5e12ef90d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:91d56ac06a4304d5e12ef90d","label":"_snapshot_command_arguments","locator":{"end_column":32,"end_line":3499,"fragment":"","pointer":"","start_column":5,"start_line":3467},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:argument.partition"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:arguments.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:arguments.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:arguments.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:candidate.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:candidate.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:candidate.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:option_candidate.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:resolved.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._snapshot_command_arguments","target_ref":"python:tuple"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._snapshot_command_arguments","semantic_key":"python:method:ManagedLspSession._snapshot_command_arguments","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d:aoa:abyss-stack:anchor:8c75226515d9e8b08280eebf","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:8c75226515d9e8b08280eebf","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a10f4ede30ee404644d58b8d","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:0fb27938370ba2dec09e43fd","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:0fb27938370ba2dec09e43fd","label":"\"-c\"","locator":{"end_column":12,"end_line":47,"fragment":"","pointer":"/services/postgres/command/9","start_column":7,"start_line":47},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/command/9","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c:aoa:abyss-stack:anchor:38bce69ddee67d1e1d134921","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:38bce69ddee67d1e1d134921","label":"utc_now","locator":{"end_column":96,"end_line":17,"fragment":"","pointer":"","start_column":1,"start_line":16},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:utc_now","target_ref":"python:datetime.now"}],"parser_ref":"python-ast@1","qualified_name":"utc_now","semantic_key":"python:function:utc_now","source_id":"aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/e2.jsonl b/kag/indexes/shards/anchor/e2.jsonl
index 34de61af0d..de52db92f4 100644
--- a/kag/indexes/shards/anchor/e2.jsonl
+++ b/kag/indexes/shards/anchor/e2.jsonl
@@ -37,6 +37,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5972cf4401a2774cdd3b1a16:aoa:abyss-stack:anchor:46b1c7564215606b8d5df26b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:46b1c7564215606b8d5df26b","label":"artifact_kind","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/artifact_kind","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/artifact_kind","source_id":"aoa:abyss-stack:artifact:5972cf4401a2774cdd3b1a16","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61953fe600e446c8d9491770:aoa:abyss-stack:anchor:5d49b40150d074bf65a61ecb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5d49b40150d074bf65a61ecb","label":"read_state_for","locator":{"end_column":6,"end_line":157,"fragment":"","pointer":"","start_column":1,"start_line":150},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:read_state_for","target_ref":"python:AoADecisionsMCPState.discover"}],"parser_ref":"python-ast@1","qualified_name":"read_state_for","semantic_key":"python:function:read_state_for","source_id":"aoa:abyss-stack:artifact:61953fe600e446c8d9491770","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:8851c04934852dbeba3602d9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8851c04934852dbeba3602d9","label":"_decode_cursor","locator":{"end_column":34,"end_line":259,"fragment":"","pointer":"","start_column":1,"start_line":243},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:base64.urlsafe_b64decode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_decode_cursor","target_ref":"python:payload.get"}],"parser_ref":"python-ast@1","qualified_name":"_decode_cursor","semantic_key":"python:function:_decode_cursor","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:c44c1bc98b27a6af5ef026de","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c44c1bc98b27a6af5ef026de","label":"test_direct_config_constructor_rejects_forged_identity","locator":{"end_column":75,"end_line":1809,"fragment":"","pointer":"","start_column":5,"start_line":1799},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","target_ref":"python:replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","target_ref":"python:replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","target_ref":"python:replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","target_ref":"python:self.machine_evidence"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_direct_config_constructor_rejects_forged_identity","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a7347034e37d1fa9e8312f5:aoa:abyss-stack:anchor:136bfd5026a57ddec388e904","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:136bfd5026a57ddec388e904","label":"_digest","locator":{"end_column":57,"end_line":18,"fragment":"","pointer":"","start_column":1,"start_line":17},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_digest","target_ref":"python:hashlib.sha256"}],"parser_ref":"python-ast@1","qualified_name":"_digest","semantic_key":"python:function:_digest","source_id":"aoa:abyss-stack:artifact:6a7347034e37d1fa9e8312f5","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c8bc3c68449b993c6781201:aoa:abyss-stack:anchor:18f834cb06aba8146154470e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:18f834cb06aba8146154470e","label":"TransportSettings","locator":{"end_column":21,"end_line":28,"fragment":"","pointer":"","start_column":1,"start_line":25},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"TransportSettings","semantic_key":"python:class:TransportSettings","source_id":"aoa:abyss-stack:artifact:6c8bc3c68449b993c6781201","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:14d0e942b11500e6fa9eca5e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:14d0e942b11500e6fa9eca5e","label":"_detached_paths","locator":{"end_column":33,"end_line":2960,"fragment":"","pointer":"","start_column":1,"start_line":2953},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_paths","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_paths","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_paths","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_paths","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_paths","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_paths","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_detached_paths","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_detached_paths","semantic_key":"python:function:_detached_paths","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
@@ -55,6 +56,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:6deded143f6fefec63d21ee2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6deded143f6fefec63d21ee2","label":"interpret_approval_status","locator":{"end_column":21,"end_line":821,"fragment":"","pointer":"","start_column":1,"start_line":811},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:interpret_approval_status","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:interpret_approval_status","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:interpret_approval_status","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:interpret_approval_status","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:interpret_approval_status","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:interpret_approval_status","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"interpret_approval_status","semantic_key":"python:function:interpret_approval_status","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155:aoa:abyss-stack:anchor:959e32bf4dcd7002f1b5c6e8","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:959e32bf4dcd7002f1b5c6e8","label":"agon-runtime","locator":{"end_column":57,"end_line":33,"fragment":"","pointer":"","start_column":3,"start_line":33},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:package-entrypoints","target_ref":"../../mechanics/agon-runtime/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:33:3:0:../../mechanics/agon-runtime/README.md","source_id":"aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:4d1b54743f428ca7690861d1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4d1b54743f428ca7690861d1","label":"AdapterProfileError","locator":{"end_column":75,"end_line":46,"fragment":"","pointer":"","start_column":1,"start_line":45},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"AdapterProfileError","semantic_key":"python:class:AdapterProfileError","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"class"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:e5e1218bd74e344c7c72d624","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e5e1218bd74e344c7c72d624","label":"_exact_keys","locator":{"end_column":10,"end_line":664,"fragment":"","pointer":"","start_column":1,"start_line":652},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_keys","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_keys","target_ref":"python:actual.difference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_keys","target_ref":"python:details.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_keys","target_ref":"python:details.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_keys","target_ref":"python:expected.difference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_keys","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_keys","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_exact_keys","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"_exact_keys","semantic_key":"python:function:_exact_keys","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:88f821cc25865c1b08a48865","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:88f821cc25865c1b08a48865","label":"max_connections=${AOA_POSTGRES_MAX_CONNECTIONS","locator":{"end_column":61,"end_line":48,"fragment":"","pointer":"/services/postgres/command/10/max_connections=${AOA_POSTGRES_MAX_CONNECTIONS","start_column":7,"start_line":48},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/postgres/command/10/max_connections=${AOA_POSTGRES_MAX_CONNECTIONS","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a47b88fc8d7687663218b6b7:aoa:abyss-stack:anchor:922ef2355627b9ca0cfae086","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:922ef2355627b9ca0cfae086","label":"validate_reference_platform","locator":{"end_column":106,"end_line":107,"fragment":"","pointer":"","start_column":1,"start_line":61},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:example.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:example.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:example.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:machine_fit_example.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:machine_fit_example.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_reference_platform","target_ref":"python:schema.get"}],"parser_ref":"python-ast@1","qualified_name":"validate_reference_platform","semantic_key":"python:function:validate_reference_platform","source_id":"aoa:abyss-stack:artifact:a47b88fc8d7687663218b6b7","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:78f740a682b54835a7a4a27d","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:78f740a682b54835a7a4a27d","label":"ABYSS-STACK-D-0009 Root Residual Topology Cleanup","locator":{"end_column":111,"end_line":206,"fragment":"","pointer":"","start_column":3,"start_line":206},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:legacyprovenance","target_ref":"../ABYSS-STACK-D-0009-root-residual-topology-cleanup.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:206:3:0:../ABYSS-STACK-D-0009-root-residual-topology-cleanup.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/e3.jsonl b/kag/indexes/shards/anchor/e3.jsonl
index 5a84411654..8e147e9378 100644
--- a/kag/indexes/shards/anchor/e3.jsonl
+++ b/kag/indexes/shards/anchor/e3.jsonl
@@ -69,6 +69,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:989839959875844dae2fb8f8:aoa:abyss-stack:anchor:60684177c1a7bb4f63cf25c5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:60684177c1a7bb4f63cf25c5","label":"_blank_values","locator":{"end_column":67,"end_line":822,"fragment":"","pointer":"","start_column":1,"start_line":821},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_blank_values","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_blank_values","semantic_key":"python:function:_blank_values","source_id":"aoa:abyss-stack:artifact:989839959875844dae2fb8f8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:005b91b7bcc9570f863baf73","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:005b91b7bcc9570f863baf73","label":"cpus","locator":{"end_column":13,"end_line":22,"fragment":"","pointer":"/services/llama-cpp/cpus","start_column":5,"start_line":22},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/cpus","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:4ef7e900aae5d8fbb0cdce36","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4ef7e900aae5d8fbb0cdce36","label":"_validate_content_ref","locator":{"end_column":6,"end_line":302,"fragment":"","pointer":"","start_column":1,"start_line":291},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_content_ref","target_ref":"python:EphemeralWorkerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_content_ref","target_ref":"python:EphemeralWorkerError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_content_ref","target_ref":"python:_require_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_content_ref","target_ref":"python:_require_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_content_ref","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_content_ref","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_content_ref","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"_validate_content_ref","semantic_key":"python:function:_validate_content_ref","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:b62c072f51b8a4ead739241e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b62c072f51b8a4ead739241e","label":"_module_name","locator":{"end_column":41,"end_line":1763,"fragment":"","pointer":"","start_column":1,"start_line":1752},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name","target_ref":"python:parts.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name","target_ref":"python:path.replace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name","target_ref":"python:stem.endswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name","target_ref":"python:stem.removeprefix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name","target_ref":"python:stem.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_module_name","target_ref":"python:stem.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_module_name","semantic_key":"python:function:_module_name","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:e9d48d8fe8497c965a64da4d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e9d48d8fe8497c965a64da4d","label":"request","locator":{"end_column":52,"end_line":3790,"fragment":"","pointer":"","start_column":5,"start_line":3769},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.request","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.request","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.request","target_ref":"python:_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.request","target_ref":"python:destination.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.request","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.request","target_ref":"python:queue.Queue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.request","target_ref":"python:self._pending.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.request","target_ref":"python:self._send"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession.request","target_ref":"python:self._validate_request_params"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession.request","semantic_key":"python:method:ManagedLspSession.request","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:16caeab4b12a15edcc03813a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:16caeab4b12a15edcc03813a","label":"route_from_phase","locator":{"end_column":73,"end_line":2035,"fragment":"","pointer":"","start_column":5,"start_line":2033},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.route_from_phase","target_ref":"python:Command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.route_from_phase","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.route_from_phase","semantic_key":"python:method:build_graph.route_from_phase","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:ad98374a138fffdd4d9d5075","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ad98374a138fffdd4d9d5075","label":"resolve_case_truth_status","locator":{"end_column":96,"end_line":337,"fragment":"","pointer":"","start_column":1,"start_line":327},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_case_truth_status","target_ref":"python:TRIALS.normalize_truth_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_case_truth_status","target_ref":"python:case_truth_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_case_truth_status","target_ref":"python:result_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_case_truth_status","target_ref":"python:result_summary.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_case_truth_status","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"resolve_case_truth_status","semantic_key":"python:function:resolve_case_truth_status","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ab302cfacfc362b003846175:aoa:abyss-stack:anchor:7fc948f59c38b1584f387c12","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7fc948f59c38b1584f387c12","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:ab302cfacfc362b003846175","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/e5.jsonl b/kag/indexes/shards/anchor/e5.jsonl
index 275725a09e..f0b603688b 100644
--- a/kag/indexes/shards/anchor/e5.jsonl
+++ b/kag/indexes/shards/anchor/e5.jsonl
@@ -61,6 +61,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:c35be1068d46fe34022ada0f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c35be1068d46fe34022ada0f","label":"_file_digest","locator":{"end_column":42,"end_line":60,"fragment":"","pointer":"","start_column":1,"start_line":55},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_digest","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_digest","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_digest","target_ref":"python:handle.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_digest","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_digest","target_ref":"python:iter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_digest","target_ref":"python:path.open"}],"parser_ref":"python-ast@1","qualified_name":"_file_digest","semantic_key":"python:function:_file_digest","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155:aoa:abyss-stack:anchor:1063afdb2caec06d5e7906dc","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:1063afdb2caec06d5e7906dc","label":"inference-pilots","locator":{"end_column":65,"end_line":32,"fragment":"","pointer":"","start_column":3,"start_line":32},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:package-entrypoints","target_ref":"../../mechanics/inference-pilots/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:32:3:0:../../mechanics/inference-pilots/README.md","source_id":"aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:d165a767405ec54913a7077f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d165a767405ec54913a7077f","label":"ephemeral_read_worker_adapter_profile","locator":{"end_column":6,"end_line":1016,"fragment":"","pointer":"","start_column":1,"start_line":1010},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ephemeral_read_worker_adapter_profile","target_ref":"python:_adapter_profile"}],"parser_ref":"python-ast@1","qualified_name":"ephemeral_read_worker_adapter_profile","semantic_key":"python:function:ephemeral_read_worker_adapter_profile","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:41cf7ce4f860d70dfcc9c1de","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:41cf7ce4f860d70dfcc9c1de","label":"_import_targets","locator":{"end_column":10,"end_line":4678,"fragment":"","pointer":"","start_column":5,"start_line":4670},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._import_targets","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._import_targets","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._import_targets","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._import_targets","target_ref":"python:item.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._import_targets","target_ref":"python:observation.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._import_targets","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._import_targets","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._import_targets","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._import_targets","semantic_key":"python:method:LiveCodeIntelligenceRuntime._import_targets","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:816504b6f9502f409c49a141","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:816504b6f9502f409c49a141","label":"notes","locator":{"end_column":71,"end_line":47,"fragment":"","pointer":"/notes","start_column":1,"start_line":47},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/notes","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32:aoa:abyss-stack:anchor:ced078964bdd98ff19277b47","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ced078964bdd98ff19277b47","label":"PhilosophyPacketResponse","locator":{"end_column":24,"end_line":183,"fragment":"","pointer":"","start_column":1,"start_line":174},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"PhilosophyPacketResponse","semantic_key":"python:class:PhilosophyPacketResponse","source_id":"aoa:abyss-stack:artifact:a9faa7d7228e1920911bcf32","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:442fd2dfec7b46e5a0de2efe","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:442fd2dfec7b46e5a0de2efe","label":"ABYSS-STACK-D-0088 Tree of Sophia Human Review Workbench Boundary","locator":{"end_column":143,"end_line":73,"fragment":"","pointer":"","start_column":3,"start_line":73},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:sourceruntime-boundary","target_ref":"../ABYSS-STACK-D-0088-tree-of-sophia-human-review-workbench-boundary.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:73:3:0:../ABYSS-STACK-D-0088-tree-of-sophia-human-review-workbench-boundary.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/e6.jsonl b/kag/indexes/shards/anchor/e6.jsonl
index 8a86df81b9..8756043c1a 100644
--- a/kag/indexes/shards/anchor/e6.jsonl
+++ b/kag/indexes/shards/anchor/e6.jsonl
@@ -54,6 +54,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9416cfb2713839e38234a612:aoa:abyss-stack:anchor:468d1ca62672c35a6770c13b","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:468d1ca62672c35a6770c13b","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9416cfb2713839e38234a612","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:95958bc5447d5ce3c2eeb1c7:aoa:abyss-stack:anchor:54dba89e422ea2d040d8dfd8","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:54dba89e422ea2d040d8dfd8","label":"PARTS.md","locator":{"end_column":23,"end_line":45,"fragment":"","pointer":"","start_column":3,"start_line":45},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:current-bridges","target_ref":"PARTS.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:45:3:0:PARTS.md","source_id":"aoa:abyss-stack:artifact:95958bc5447d5ce3c2eeb1c7","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:a366a2f7007b6bebc14cca8d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a366a2f7007b6bebc14cca8d","label":"_fingerprint","locator":{"end_column":49,"end_line":255,"fragment":"","pointer":"","start_column":1,"start_line":254},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_fingerprint","target_ref":"python:_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_fingerprint","target_ref":"python:_input_fingerprints"}],"parser_ref":"python-ast@1","qualified_name":"_fingerprint","semantic_key":"python:function:_fingerprint","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:efbb2c878d117c37bc6d2514","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:efbb2c878d117c37bc6d2514","label":"add","locator":{"end_column":47,"end_line":2609,"fragment":"","pointer":"","start_column":5,"start_line":2596},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_BoundedQueryRows.add","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_BoundedQueryRows.add","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_BoundedQueryRows.add","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_BoundedQueryRows.add","target_ref":"python:range"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_BoundedQueryRows.add","target_ref":"python:self._entries.append"}],"parser_ref":"python-ast@1","qualified_name":"_BoundedQueryRows.add","semantic_key":"python:method:_BoundedQueryRows.add","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:01b02de572c09d0d01bd4c1e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:01b02de572c09d0d01bd4c1e","label":"test_maps_resource_and_surfaces_are_allowlisted","locator":{"end_column":41,"end_line":735,"fragment":"","pointer":"","start_column":1,"start_line":721},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_maps_resource_and_surfaces_are_allowlisted","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_maps_resource_and_surfaces_are_allowlisted","target_ref":"python:state.read_resource"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_maps_resource_and_surfaces_are_allowlisted","target_ref":"python:state.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_maps_resource_and_surfaces_are_allowlisted","target_ref":"python:state.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_maps_resource_and_surfaces_are_allowlisted","target_ref":"python:state.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_maps_resource_and_surfaces_are_allowlisted","target_ref":"python:state_with_fake"}],"parser_ref":"python-ast@1","qualified_name":"test_maps_resource_and_surfaces_are_allowlisted","semantic_key":"python:function:test_maps_resource_and_surfaces_are_allowlisted","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:c2b05b692b0df588a75bb0fb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c2b05b692b0df588a75bb0fb","label":"finalize_case_with_summary","locator":{"end_column":6,"end_line":773,"fragment":"","pointer":"","start_column":1,"start_line":725},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:finalize_case_with_summary","target_ref":"python:TRIALS.build_result_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:finalize_case_with_summary","target_ref":"python:TRIALS.finalize_case"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:finalize_case_with_summary","target_ref":"python:case_truth_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:finalize_case_with_summary","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"finalize_case_with_summary","semantic_key":"python:function:finalize_case_with_summary","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:c91885dc4527e8be41543241","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c91885dc4527e8be41543241","label":"load_json","locator":{"end_column":56,"end_line":269,"fragment":"","pointer":"","start_column":1,"start_line":268},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_json","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"load_json","semantic_key":"python:function:load_json","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/e7.jsonl b/kag/indexes/shards/anchor/e7.jsonl
index ad1c901929..c113844910 100644
--- a/kag/indexes/shards/anchor/e7.jsonl
+++ b/kag/indexes/shards/anchor/e7.jsonl
@@ -1,7 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb:aoa:abyss-stack:anchor:e0e4096ca1c7572fc817733e","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e0e4096ca1c7572fc817733e","label":"name","locator":{"end_column":67,"end_line":35,"fragment":"","pointer":"/jobs/release_audit/steps/3/name","start_column":7,"start_line":35},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/jobs/release_audit/steps/3/name","source_id":"aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:aee8b19d87857124bd07b6d4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:aee8b19d87857124bd07b6d4","label":"resolve_w3_source_entries","locator":{"end_column":42,"end_line":4543,"fragment":"","pointer":"","start_column":1,"start_line":4507},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:build_text_excerpt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:entries.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:entries.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:http_get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:persist_http_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:read_local_source_entry"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:ref.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:ref.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:result.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:resolve_w3_source_entries","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"resolve_w3_source_entries","semantic_key":"python:function:resolve_w3_source_entries","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03da311a8d0a9cacb0d14c33:aoa:abyss-stack:anchor:710ae4395e988fec466e054e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:710ae4395e988fec466e054e","label":"_render_public_subject","locator":{"end_column":105,"end_line":215,"fragment":"","pointer":"","start_column":1,"start_line":185},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:shutil.copyfile"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:stack_env.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:subject_path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:subject_path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:subject_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:tempfile.TemporaryDirectory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_render_public_subject","target_ref":"python:text.replace"}],"parser_ref":"python-ast@1","qualified_name":"_render_public_subject","semantic_key":"python:function:_render_public_subject","source_id":"aoa:abyss-stack:artifact:03da311a8d0a9cacb0d14c33","symbol_kind":"function"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:01237873f1a8d1729fbb6698","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:01237873f1a8d1729fbb6698","label":"Notes","locator":{"end_column":9,"end_line":1506,"fragment":"notes-1","pointer":"","start_column":1,"start_line":1506},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:notes-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:01237873f1a8d1729fbb6698","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:01237873f1a8d1729fbb6698","label":"Notes","locator":{"end_column":9,"end_line":1510,"fragment":"notes-1","pointer":"","start_column":1,"start_line":1510},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:notes-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:071ad2be911a7cbeb051c01a:aoa:abyss-stack:anchor:7ca10cb389932fc636c5b7b3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:7ca10cb389932fc636c5b7b3","label":"Proof sequence","locator":{"end_column":17,"end_line":87,"fragment":"proof-sequence","pointer":"","start_column":1,"start_line":87},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:proof-sequence","source_id":"aoa:abyss-stack:artifact:071ad2be911a7cbeb051c01a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0743905f57097dd04327214e:aoa:abyss-stack:anchor:e0abdd75ee479e931d1b9653","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e0abdd75ee479e931d1b9653","label":"projection_metadata","locator":{"end_column":6,"end_line":1174,"fragment":"","pointer":"","start_column":1,"start_line":1170},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_metadata","target_ref":"python:connection.execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_metadata","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:projection_metadata","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"projection_metadata","semantic_key":"python:function:projection_metadata","source_id":"aoa:abyss-stack:artifact:0743905f57097dd04327214e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:097351468b0f88611b1e71fd:aoa:abyss-stack:anchor:2abb0bf45eca8121611f7362","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2abb0bf45eca8121611f7362","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:097351468b0f88611b1e71fd","symbol_kind":"json_key"}
@@ -45,6 +45,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61953fe600e446c8d9491770:aoa:abyss-stack:anchor:774109d1ea9ec7f5a4d5e1be","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:774109d1ea9ec7f5a4d5e1be","label":"state_for","locator":{"end_column":6,"end_line":147,"fragment":"","pointer":"","start_column":1,"start_line":141},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:state_for","target_ref":"python:AoADecisionsMCPState.discover"}],"parser_ref":"python-ast@1","qualified_name":"state_for","semantic_key":"python:function:state_for","source_id":"aoa:abyss-stack:artifact:61953fe600e446c8d9491770","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61dac234f6fb767f779cf162:aoa:abyss-stack:anchor:1448e680f864b6dd4f24fb47","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1448e680f864b6dd4f24fb47","label":"test_rag_chunk_settings_reject_non_shrinking_overlap","locator":{"end_column":46,"end_line":66,"fragment":"","pointer":"","start_column":1,"start_line":59},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_chunk_settings_reject_non_shrinking_overlap","target_ref":"python:app.validate_chunk_settings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_chunk_settings_reject_non_shrinking_overlap","target_ref":"python:app.validate_chunk_settings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_chunk_settings_reject_non_shrinking_overlap","target_ref":"python:load_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_chunk_settings_reject_non_shrinking_overlap","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rag_chunk_settings_reject_non_shrinking_overlap","target_ref":"python:pytest.raises"}],"parser_ref":"python-ast@1","qualified_name":"test_rag_chunk_settings_reject_non_shrinking_overlap","semantic_key":"python:function:test_rag_chunk_settings_reject_non_shrinking_overlap","source_id":"aoa:abyss-stack:artifact:61dac234f6fb767f779cf162","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:65fc97883f02ba376d5d0213:aoa:abyss-stack:anchor:8e575039dd98cda44974a81c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:8e575039dd98cda44974a81c","label":"Follow-up route","locator":{"end_column":18,"end_line":92,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":92},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:65fc97883f02ba376d5d0213","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:75b3d4a5769befe59f0faeec","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:75b3d4a5769befe59f0faeec","label":"test_gate_schema_requires_fixed_ed25519_signature_base64","locator":{"end_column":72,"end_line":1981,"fragment":"","pointer":"","start_column":5,"start_line":1962},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:Draft202012Validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:base64.b64encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:base64.b64encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:base64.b64encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:self.read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:self.subTest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:validator.iter_errors"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","target_ref":"python:validator.iter_errors"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_gate_schema_requires_fixed_ed25519_signature_base64","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6757f802ddcf70a472022ea9:aoa:abyss-stack:anchor:a9157736d6fff38888291159","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a9157736d6fff38888291159","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:6757f802ddcf70a472022ea9","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316:aoa:abyss-stack:anchor:16e10c80a24c4c6aaa96da0d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:16e10c80a24c4c6aaa96da0d","label":"test_existing_authorization_is_validated_before_return_delivery","locator":{"end_column":26,"end_line":1481,"fragment":"","pointer":"","start_column":1,"start_line":1430},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:MODULE._canonical_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:MODULE._load_return_inputs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:SimpleNamespace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:authorization_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:handoff_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:holder_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:owner_path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_existing_authorization_is_validated_before_return_delivery","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"test_existing_authorization_is_validated_before_return_delivery","semantic_key":"python:function:test_existing_authorization_is_validated_before_return_delivery","source_id":"aoa:abyss-stack:artifact:6cacb5ba404956acb34d0316","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2582034fe38a570dd1d2a3:aoa:abyss-stack:anchor:c8fba21eabf4826a8f31278b","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c8fba21eabf4826a8f31278b","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:6d2582034fe38a570dd1d2a3","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/e9.jsonl b/kag/indexes/shards/anchor/e9.jsonl
index 38be0d83f1..193d70ffba 100644
--- a/kag/indexes/shards/anchor/e9.jsonl
+++ b/kag/indexes/shards/anchor/e9.jsonl
@@ -44,7 +44,6 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:77252f1d392ebcf11b5e4a28:aoa:abyss-stack:anchor:0dd7d958031563f2dfcc7854","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0dd7d958031563f2dfcc7854","label":"fail","locator":{"end_column":13,"end_line":35,"fragment":"","pointer":"","start_column":1,"start_line":33},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:fail","target_ref":"python:print"}],"parser_ref":"python-ast@1","qualified_name":"fail","semantic_key":"python:function:fail","source_id":"aoa:abyss-stack:artifact:77252f1d392ebcf11b5e4a28","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:77252f1d392ebcf11b5e4a28:aoa:abyss-stack:anchor:d40f2533ffa9859f0975b55d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d40f2533ffa9859f0975b55d","label":"validate_hash_chain","locator":{"end_column":13,"end_line":51,"fragment":"","pointer":"","start_column":1,"start_line":38},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_hash_chain","target_ref":"python:clone.pop"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_hash_chain","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_hash_chain","target_ref":"python:digest_obj"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_hash_chain","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_hash_chain","target_ref":"python:event.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_hash_chain","target_ref":"python:event.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_hash_chain","target_ref":"python:event.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_hash_chain","target_ref":"python:fail"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_hash_chain","target_ref":"python:fail"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_hash_chain","target_ref":"python:fail"}],"parser_ref":"python-ast@1","qualified_name":"validate_hash_chain","semantic_key":"python:function:validate_hash_chain","source_id":"aoa:abyss-stack:artifact:77252f1d392ebcf11b5e4a28","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:795992a5745bace0747ef607:aoa:abyss-stack:anchor:2b6672149dd0a6c79154a4a9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2b6672149dd0a6c79154a4a9","label":"_local_port_authority_boundary","locator":{"end_column":76,"end_line":2021,"fragment":"","pointer":"","start_column":5,"start_line":2018},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAEvalsMCPState._local_port_authority_boundary","target_ref":"python:contract.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAEvalsMCPState._local_port_authority_boundary","target_ref":"python:self._local_port_inventory_contract"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAEvalsMCPState._local_port_authority_boundary","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"AoAEvalsMCPState._local_port_authority_boundary","semantic_key":"python:method:AoAEvalsMCPState._local_port_authority_boundary","source_id":"aoa:abyss-stack:artifact:795992a5745bace0747ef607","symbol_kind":"method"}
-{"_key":"anchor:aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b:aoa:abyss-stack:anchor:669cafc46559b967de825fd3","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:669cafc46559b967de825fd3","label":"../config-projection/README.md","locator":{"end_column":67,"end_line":32,"fragment":"","pointer":"","start_column":3,"start_line":32},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:current-bridges","target_ref":"../config-projection/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:32:3:0:../config-projection/README.md","source_id":"aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7e2b9376718453f699b52827:aoa:abyss-stack:anchor:a58ebf09ca3bbd1ac30caa63","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a58ebf09ca3bbd1ac30caa63","label":"record_replace","locator":{"end_column":42,"end_line":1317,"fragment":"","pointer":"","start_column":5,"start_line":1315},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_marker_is_durable_before_tree_swap.record_replace","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_marker_is_durable_before_tree_swap.record_replace","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_marker_is_durable_before_tree_swap.record_replace","target_ref":"python:events.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_rollback_marker_is_durable_before_tree_swap.record_replace","target_ref":"python:real_replace"}],"parser_ref":"python-ast@1","qualified_name":"test_rollback_marker_is_durable_before_tree_swap.record_replace","semantic_key":"python:method:test_rollback_marker_is_durable_before_tree_swap.record_replace","source_id":"aoa:abyss-stack:artifact:7e2b9376718453f699b52827","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1:aoa:abyss-stack:anchor:1b5e1252f2d0172bc12660c8","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:1b5e1252f2d0172bc12660c8","label":"ABYSS-STACK-D-0109 Recover Expired Modern MCP Read Admission","locator":{"end_column":133,"end_line":216,"fragment":"","pointer":"","start_column":3,"start_line":216},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:2026-08-10","target_ref":"../ABYSS-STACK-D-0109-recover-expired-modern-mcp-read-admission.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:216:3:0:../ABYSS-STACK-D-0109-recover-expired-modern-mcp-read-admission.md","source_id":"aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1:aoa:abyss-stack:anchor:9ad50bfab44ed373d83cc391","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:9ad50bfab44ed373d83cc391","label":"ABYSS-STACK-D-0115 Preserve Writer Role Continuity for Report Repair","locator":{"end_column":149,"end_line":223,"fragment":"","pointer":"","start_column":3,"start_line":223},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:2026-08-11","target_ref":"../ABYSS-STACK-D-0115-preserve-writer-role-continuity-for-report-repair.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:223:3:0:../ABYSS-STACK-D-0115-preserve-writer-role-continuity-for-report-repair.md","source_id":"aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/ea.jsonl b/kag/indexes/shards/anchor/ea.jsonl
index fb749bc2aa..ca349efc05 100644
--- a/kag/indexes/shards/anchor/ea.jsonl
+++ b/kag/indexes/shards/anchor/ea.jsonl
@@ -57,6 +57,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3:aoa:abyss-stack:anchor:6ca72470a3af23ea75a5ac55","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6ca72470a3af23ea75a5ac55","label":"_installed_package_root","locator":{"end_column":24,"end_line":65,"fragment":"","pointer":"","start_column":1,"start_line":50},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:importlib.util.find_spec"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:package_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:package_root.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_installed_package_root","target_ref":"python:package_root.resolve"}],"parser_ref":"python-ast@1","qualified_name":"_installed_package_root","semantic_key":"python:function:_installed_package_root","source_id":"aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:998b82ed7a947adff4ac4743","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:998b82ed7a947adff4ac4743","label":"_expand","locator":{"end_column":54,"end_line":317,"fragment":"","pointer":"","start_column":1,"start_line":316},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expand","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_expand","target_ref":"python:value.replace"}],"parser_ref":"python-ast@1","qualified_name":"_expand","semantic_key":"python:function:_expand","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f:aoa:abyss-stack:anchor:10e0ff2fc52ca3d15baee7a8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:10e0ff2fc52ca3d15baee7a8","label":"Artifacts","locator":{"end_column":12,"end_line":92,"fragment":"artifacts","pointer":"","start_column":1,"start_line":92},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:artifacts","source_id":"aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:0fdac83c049f44f0b2cff010","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0fdac83c049f44f0b2cff010","label":"_validate_machine_binding_payload","locator":{"end_column":36,"end_line":1575,"fragment":"","pointer":"","start_column":1,"start_line":1490},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:_positive_integer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:live_measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:raw.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:resource_envelope.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_binding_payload","target_ref":"python:resource_envelope.get"}],"parser_ref":"python-ast@1","qualified_name":"_validate_machine_binding_payload","semantic_key":"python:function:_validate_machine_binding_payload","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:d485b5a961a4ecd1ee47cf7b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d485b5a961a4ecd1ee47cf7b","label":"_copy_verified_file","locator":{"end_column":40,"end_line":3123,"fragment":"","pointer":"","start_column":5,"start_line":3075},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:_open_regular_descriptor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:_read_descriptor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:os.fchmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._copy_verified_file","target_ref":"python:os.write"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._copy_verified_file","semantic_key":"python:method:ManagedLspSession._copy_verified_file","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:aafc77e27f12f5cf4e36f54e:aoa:abyss-stack:anchor:c97daf760f1a4cc8a89a593e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c97daf760f1a4cc8a89a593e","label":"Runtime","locator":{"end_column":10,"end_line":34,"fragment":"runtime","pointer":"","start_column":1,"start_line":34},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime","source_id":"aoa:abyss-stack:artifact:aafc77e27f12f5cf4e36f54e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:1e4a2a853dc91335a54e6684","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:1e4a2a853dc91335a54e6684","label":"ABYSS-STACK-D-0023 Working Substrate Profile","locator":{"end_column":101,"end_line":58,"fragment":"","pointer":"","start_column":3,"start_line":58},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:sourceruntime-boundary","target_ref":"../ABYSS-STACK-D-0023-working-substrate-profile.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:58:3:0:../ABYSS-STACK-D-0023-working-substrate-profile.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:2fc9a42636d6a15c8f818bbc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2fc9a42636d6a15c8f818bbc","label":"exact search","locator":{"end_column":15,"end_line":397,"fragment":"exact-search","pointer":"","start_column":1,"start_line":397},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:exact-search","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/eb.jsonl b/kag/indexes/shards/anchor/eb.jsonl
index 0890e51a62..376d557a9e 100644
--- a/kag/indexes/shards/anchor/eb.jsonl
+++ b/kag/indexes/shards/anchor/eb.jsonl
@@ -1,7 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:095f1a87424a7e842674ca0f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:095f1a87424a7e842674ca0f","label":"w4_proposal_artifact_refs","locator":{"end_column":16,"end_line":6936,"fragment":"","pointer":"","start_column":1,"start_line":6909},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:w4_proposal_artifact_refs","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"w4_proposal_artifact_refs","semantic_key":"python:function:w4_proposal_artifact_refs","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d8a1cd545727ba3d366f97:aoa:abyss-stack:anchor:6e467d0dddda124a1a290767","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6e467d0dddda124a1a290767","label":"_literal_lexical","locator":{"end_column":31,"end_line":164,"fragment":"","pointer":"","start_column":1,"start_line":161},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_literal_lexical","target_ref":"python:Literal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_literal_lexical","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_literal_lexical","semantic_key":"python:function:_literal_lexical","source_id":"aoa:abyss-stack:artifact:03d8a1cd545727ba3d366f97","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:044aca1692e1ec1ef0444d76:aoa:abyss-stack:anchor:731f9e15f8e9a66232db5794","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:731f9e15f8e9a66232db5794","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:044aca1692e1ec1ef0444d76","symbol_kind":"json_key"}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:ecdc487bc05ec2e1e3d026cd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ecdc487bc05ec2e1e3d026cd","label":"Validation","locator":{"end_column":14,"end_line":1533,"fragment":"validation-2","pointer":"","start_column":1,"start_line":1533},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation-2","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:ecdc487bc05ec2e1e3d026cd","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ecdc487bc05ec2e1e3d026cd","label":"Validation","locator":{"end_column":14,"end_line":1537,"fragment":"validation-2","pointer":"","start_column":1,"start_line":1537},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:validation-2","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:08bc2c833d9db3229fd08c82:aoa:abyss-stack:anchor:c69e37897813377a63f89fce","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c69e37897813377a63f89fce","label":"Follow-up route","locator":{"end_column":18,"end_line":83,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":83},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:08bc2c833d9db3229fd08c82","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e2292e390d3b853ea50ee5e:aoa:abyss-stack:anchor:4d0b88ea4a5383cdb51c7bc8","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:4d0b88ea4a5383cdb51c7bc8","label":"depends_on","locator":{"end_column":15,"end_line":36,"fragment":"","pointer":"/services/langchain-api/depends_on","start_column":5,"start_line":36},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/depends_on","source_id":"aoa:abyss-stack:artifact:0e2292e390d3b853ea50ee5e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:17091dbf347a1c8e2a2d409b:aoa:abyss-stack:anchor:684ad1bda002c7e934ce7a99","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:684ad1bda002c7e934ce7a99","label":"test_skill_projection_rejects_local_directory","locator":{"end_column":6,"end_line":73,"fragment":"","pointer":"","start_column":1,"start_line":64},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_skill_projection_rejects_local_directory","target_ref":"python:run_skill_projection_validator"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_skill_projection_rejects_local_directory","target_ref":"python:write_minimal_skill_projection"}],"parser_ref":"python-ast@1","qualified_name":"test_skill_projection_rejects_local_directory","semantic_key":"python:function:test_skill_projection_rejects_local_directory","source_id":"aoa:abyss-stack:artifact:17091dbf347a1c8e2a2d409b","symbol_kind":"function"}
@@ -53,6 +53,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:795992a5745bace0747ef607:aoa:abyss-stack:anchor:34ab82d0c82c4d6e547e0559","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:34ab82d0c82c4d6e547e0559","label":"_require_bundle","locator":{"end_column":22,"end_line":2554,"fragment":"","pointer":"","start_column":5,"start_line":2550},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAEvalsMCPState._require_bundle","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAEvalsMCPState._require_bundle","target_ref":"python:self._find_by_name"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAEvalsMCPState._require_bundle","target_ref":"python:self.catalog_records"}],"parser_ref":"python-ast@1","qualified_name":"AoAEvalsMCPState._require_bundle","semantic_key":"python:method:AoAEvalsMCPState._require_bundle","source_id":"aoa:abyss-stack:artifact:795992a5745bace0747ef607","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:795992a5745bace0747ef607:aoa:abyss-stack:anchor:e1d3dbfe4d6d94225b0ec68c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e1d3dbfe4d6d94225b0ec68c","label":"_local_port_payload","locator":{"end_column":60,"end_line":1775,"fragment":"","pointer":"","start_column":5,"start_line":1773},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAEvalsMCPState._local_port_payload","target_ref":"python:_read_yaml"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAEvalsMCPState._local_port_payload","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"AoAEvalsMCPState._local_port_payload","semantic_key":"python:method:AoAEvalsMCPState._local_port_payload","source_id":"aoa:abyss-stack:artifact:795992a5745bace0747ef607","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7b97804d90d12ebc39459ced:aoa:abyss-stack:anchor:d2dc9b60e23b78fd4e10ea08","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d2dc9b60e23b78fd4e10ea08","label":"control_mode","locator":{"end_column":30,"end_line":15,"fragment":"","pointer":"/control_mode","start_column":1,"start_line":15},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/control_mode","source_id":"aoa:abyss-stack:artifact:7b97804d90d12ebc39459ced","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b:aoa:abyss-stack:anchor:9832af41dcc9e0826cac9a1c","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:9832af41dcc9e0826cac9a1c","label":"../config-projection/README.md","locator":{"end_column":67,"end_line":35,"fragment":"","pointer":"","start_column":3,"start_line":35},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:current-bridges","target_ref":"../config-projection/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:35:3:0:../config-projection/README.md","source_id":"aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7ee75ad28696f19663d74286:aoa:abyss-stack:anchor:d2d6ac36a3e41f7a8cd0ef4f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d2d6ac36a3e41f7a8cd0ef4f","label":"_load_json","locator":{"end_column":19,"end_line":50,"fragment":"","pointer":"","start_column":1,"start_line":43},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:OxigraphGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:OxigraphGraphError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_load_json","target_ref":"python:path.read_text"}],"parser_ref":"python-ast@1","qualified_name":"_load_json","semantic_key":"python:function:_load_json","source_id":"aoa:abyss-stack:artifact:7ee75ad28696f19663d74286","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1:aoa:abyss-stack:anchor:d11e26cb7081737fdf42f996","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:d11e26cb7081737fdf42f996","label":"ABYSS-STACK-D-0100 Project Runtime Approvals into Run Plans","locator":{"end_column":131,"end_line":184,"fragment":"","pointer":"","start_column":3,"start_line":184},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:2026-07-26","target_ref":"../ABYSS-STACK-D-0100-project-runtime-approvals-into-run-plans.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:184:3:0:../ABYSS-STACK-D-0100-project-runtime-approvals-into-run-plans.md","source_id":"aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1:aoa:abyss-stack:anchor:d52712202ff233f8ccb8a5ac","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d52712202ff233f8ccb8a5ac","label":"2026-07-17","locator":{"end_column":13,"end_line":147,"fragment":"2026-07-17","pointer":"","start_column":1,"start_line":147},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-07-17","source_id":"aoa:abyss-stack:artifact:7f76a83a939eefd1ee2b3fe1","symbol_kind":""}
@@ -70,6 +71,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:90ba6682711cca444eea7892:aoa:abyss-stack:anchor:d8f7db5942db3e0c5d4b53d6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d8f7db5942db3e0c5d4b53d6","label":"verdict","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/verdict","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/verdict","source_id":"aoa:abyss-stack:artifact:90ba6682711cca444eea7892","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725:aoa:abyss-stack:anchor:06fae014ad4e2fd42542e307","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:06fae014ad4e2fd42542e307","label":"target_surface","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/target_surface","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/target_surface","source_id":"aoa:abyss-stack:artifact:982ad6b4e0e42cb476d3d725","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e:aoa:abyss-stack:anchor:d2d068092221e216f63be8b4","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d2d068092221e216f63be8b4","label":"LLAMA_ARG_THREADS_HTTP","locator":{"end_column":33,"end_line":33,"fragment":"","pointer":"/services/llama-cpp/environment/LLAMA_ARG_THREADS_HTTP","start_column":7,"start_line":33},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/llama-cpp/environment/LLAMA_ARG_THREADS_HTTP","source_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:0d80bb832186a4bed398934e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0d80bb832186a4bed398934e","label":"_read_and_parse","locator":{"end_column":42,"end_line":4793,"fragment":"","pointer":"","start_column":5,"start_line":4744},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:_parse_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:fresh_metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:fresh_metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:fresh_metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:metadata.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_and_parse","target_ref":"python:self._read_source_metadata"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._read_and_parse","semantic_key":"python:method:LiveCodeIntelligenceRuntime._read_and_parse","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:a600dcf00b79df196b0893b4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a600dcf00b79df196b0893b4","label":"build_impl_exact_prompt","locator":{"end_column":22,"end_line":1220,"fragment":"","pointer":"","start_column":1,"start_line":1189},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_exact_prompt","target_ref":"python:agents_guidance.rstrip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_exact_prompt","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_exact_prompt","target_ref":"python:textwrap.dedent"}],"parser_ref":"python-ast@1","qualified_name":"build_impl_exact_prompt","semantic_key":"python:function:build_impl_exact_prompt","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:f74dd10c244a066b6caaa4c4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f74dd10c244a066b6caaa4c4","label":"build_impl_edit_spec_json","locator":{"end_column":6,"end_line":1273,"fragment":"","pointer":"","start_column":1,"start_line":1259},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_impl_edit_spec_json","target_ref":"python:utc_now"}],"parser_ref":"python-ast@1","qualified_name":"build_impl_edit_spec_json","semantic_key":"python:function:build_impl_edit_spec_json","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:3f3e207cf5adcb5abac49b35","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:3f3e207cf5adcb5abac49b35","label":"owner_surface","locator":{"end_column":39,"end_line":7,"fragment":"","pointer":"/owner_surface","start_column":1,"start_line":7},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/owner_surface","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/ec.jsonl b/kag/indexes/shards/anchor/ec.jsonl
index c841ea681a..974c62d449 100644
--- a/kag/indexes/shards/anchor/ec.jsonl
+++ b/kag/indexes/shards/anchor/ec.jsonl
@@ -32,10 +32,12 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5c47c858b077bf064d53b566:aoa:abyss-stack:anchor:02a4ee6a47ce8422f04d131d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:02a4ee6a47ce8422f04d131d","label":"machine_context_packet","locator":{"end_column":10,"end_line":919,"fragment":"","pointer":"","start_column":5,"start_line":892},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:_bounded_limit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:_compact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:max"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:packet.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:run.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:run.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:self._public_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:self._run_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:self._surface_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState.machine_context_packet","target_ref":"python:self.authority_boundary"}],"parser_ref":"python-ast@1","qualified_name":"AbyssMachineMCPState.machine_context_packet","semantic_key":"python:method:AbyssMachineMCPState.machine_context_packet","source_id":"aoa:abyss-stack:artifact:5c47c858b077bf064d53b566","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5c47c858b077bf064d53b566:aoa:abyss-stack:anchor:fe5123348addf8b15abda5eb","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fe5123348addf8b15abda5eb","label":"AbyssMachineMCPState","locator":{"end_column":67,"end_line":969,"fragment":"","pointer":"","start_column":1,"start_line":446},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMachineMCPState","target_ref":"python:dataclass"}],"parser_ref":"python-ast@1","qualified_name":"AbyssMachineMCPState","semantic_key":"python:class:AbyssMachineMCPState","source_id":"aoa:abyss-stack:artifact:5c47c858b077bf064d53b566","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:61953fe600e446c8d9491770:aoa:abyss-stack:anchor:52d7a556d9dd9190c2846f93","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:52d7a556d9dd9190c2846f93","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:61953fe600e446c8d9491770","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:87361dbea7a9965d56a7228e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:87361dbea7a9965d56a7228e","label":"blocking_read","locator":{"end_column":44,"end_line":1379,"fragment":"","pointer":"","start_column":9,"start_line":1375},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot.blocking_read","target_ref":"python:original_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot.blocking_read","target_ref":"python:reader_entered.set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot.blocking_read","target_ref":"python:release_reader.wait"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot.blocking_read","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot.blocking_read","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8:aoa:abyss-stack:anchor:9b75b4a02c41bcc853632848","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9b75b4a02c41bcc853632848","label":"_passed","locator":{"end_column":51,"end_line":215,"fragment":"","pointer":"","start_column":1,"start_line":214},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_passed","semantic_key":"python:function:_passed","source_id":"aoa:abyss-stack:artifact:66994da75db0d14dfb02c5b8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6757f802ddcf70a472022ea9:aoa:abyss-stack:anchor:7022c01d876611a7ac2f3f5e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7022c01d876611a7ac2f3f5e","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:6757f802ddcf70a472022ea9","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b623d738010f930bf73db8a:aoa:abyss-stack:anchor:87c5c4e1fdaab15d53e92c8e","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:87c5c4e1fdaab15d53e92c8e","label":"repo","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/repo","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/repo","source_id":"aoa:abyss-stack:artifact:6b623d738010f930bf73db8a","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2:aoa:abyss-stack:anchor:8abb8402e34fe92ab4438002","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8abb8402e34fe92ab4438002","label":"_canonical_sha256","locator":{"end_column":60,"end_line":83,"fragment":"","pointer":"","start_column":1,"start_line":81},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:body.encode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_canonical_sha256","target_ref":"python:json.dumps"}],"parser_ref":"python-ast@1","qualified_name":"_canonical_sha256","semantic_key":"python:function:_canonical_sha256","source_id":"aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:8d55c661b7a6b16321a88f32","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8d55c661b7a6b16321a88f32","label":"holder_id","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/holder_id","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/holder_id","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c1611fbfa6b6167cbfacb4a:aoa:abyss-stack:anchor:ddfc10fe78559647f616166f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ddfc10fe78559647f616166f","label":"main","locator":{"end_column":61,"end_line":15,"fragment":"","pointer":"","start_column":1,"start_line":9},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:AoAStackOverflowConnectorMCPState.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.source_route"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:state.status"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:6c1611fbfa6b6167cbfacb4a","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:9d1fa6758b1401ee519a44a4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9d1fa6758b1401ee519a44a4","label":"call","locator":{"end_column":22,"end_line":825,"fragment":"","pointer":"","start_column":5,"start_line":802},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc.call","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc.call","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc.call","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc.call","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc.call","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc.call","target_ref":"python:self._receive_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc.call","target_ref":"python:self._send_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc.call","target_ref":"python:self.request_issued_callback"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc.call","target_ref":"python:self.request_prepare_callback"}],"parser_ref":"python-ast@1","qualified_name":"UnixWebSocketRpc.call","semantic_key":"python:method:UnixWebSocketRpc.call","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:d62387f84a7015dd651b8f62","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d62387f84a7015dd651b8f62","label":"_return_attempt_path","locator":{"end_column":78,"end_line":1817,"fragment":"","pointer":"","start_column":1,"start_line":1816},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_return_attempt_path","target_ref":"python:closure_path.with_name"}],"parser_ref":"python-ast@1","qualified_name":"_return_attempt_path","semantic_key":"python:function:_return_attempt_path","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
@@ -56,8 +58,10 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:931567862a45d9e7f6db411a","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:931567862a45d9e7f6db411a","label":"ABYSS-STACK-D-0122 Attempt-Local Python Cache Routing","locator":{"end_column":119,"end_line":237,"fragment":"","pointer":"","start_column":3,"start_line":237},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:attempt-isolation","target_ref":"../ABYSS-STACK-D-0122-attempt-local-python-cache-routing.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:237:3:0:../ABYSS-STACK-D-0122-attempt-local-python-cache-routing.md","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:946a1bb6e92413c32a735a2b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:946a1bb6e92413c32a735a2b","label":"pilot route posture","locator":{"end_column":22,"end_line":828,"fragment":"pilot-route-posture","pointer":"","start_column":1,"start_line":828},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:pilot-route-posture","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:b077fd34567e58b505296dc3","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:b077fd34567e58b505296dc3","label":"ABYSS-STACK-D-0039 Validation Command Authority And Technical Topology","locator":{"end_column":153,"end_line":150,"fragment":"","pointer":"","start_column":3,"start_line":150},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:validation-lane","target_ref":"../ABYSS-STACK-D-0039-validation-command-authority-and-technical-topology.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:150:3:0:../ABYSS-STACK-D-0039-validation-command-authority-and-technical-topology.md","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:917cec6625087938323c2ac9:aoa:abyss-stack:anchor:d5adb5f5efc431cee9e66ccb","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d5adb5f5efc431cee9e66ccb","label":"Mechanic card","locator":{"end_column":16,"end_line":3,"fragment":"mechanic-card","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:mechanic-card","source_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:97832af636c5142442fd656e:aoa:abyss-stack:anchor:5f75ea28334352ad408fc783","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:5f75ea28334352ad408fc783","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:97832af636c5142442fd656e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f:aoa:abyss-stack:anchor:a7658d072be6d46de2e80607","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:a7658d072be6d46de2e80607","label":"W5 PILOT","locator":{"end_column":10,"end_line":1,"fragment":"w5-pilot","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:w5-pilot","source_id":"aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:1bdb07fb2068262953d51e1f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:1bdb07fb2068262953d51e1f","label":"_bound_observation_records","locator":{"end_column":14,"end_line":6121,"fragment":"","pointer":"","start_column":5,"start_line":6079},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:_canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:self._observation_output_limit_diagnostic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:self._observation_output_limit_diagnostic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._bound_observation_records","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._bound_observation_records","semantic_key":"python:method:LiveCodeIntelligenceRuntime._bound_observation_records","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5ee0a6421758851103923ed:aoa:abyss-stack:anchor:70ad0b6da7283de83d9da3ef","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:70ad0b6da7283de83d9da3ef","label":"schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema","source_id":"aoa:abyss-stack:artifact:a5ee0a6421758851103923ed","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a7d71264e5968bf2a4cc74e0:aoa:abyss-stack:anchor:718f357e5e342f0bf5a8b245","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:718f357e5e342f0bf5a8b245","label":"LANGGRAPH PILOT","locator":{"end_column":17,"end_line":1,"fragment":"langgraph-pilot","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:langgraph-pilot","source_id":"aoa:abyss-stack:artifact:a7d71264e5968bf2a4cc74e0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acaa364df71a147b532eb579:aoa:abyss-stack:anchor:9055f40f9967c843eee9cd40","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:9055f40f9967c843eee9cd40","label":"RollbackProofTarget","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/RollbackProofTarget","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"RollbackProofTarget","semantic_key":"json:/$defs/RollbackProofTarget","source_id":"aoa:abyss-stack:artifact:acaa364df71a147b532eb579","symbol_kind":"schema_definition"}
diff --git a/kag/indexes/shards/anchor/ed.jsonl b/kag/indexes/shards/anchor/ed.jsonl
index 9baf54afe6..508c89b28a 100644
--- a/kag/indexes/shards/anchor/ed.jsonl
+++ b/kag/indexes/shards/anchor/ed.jsonl
@@ -10,7 +10,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:105a54aae01fa77885b35060:aoa:abyss-stack:anchor:36e6ec9267151bb801e21868","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:36e6ec9267151bb801e21868","label":"StaticBearerTokenVerifier","locator":{"end_column":10,"end_line":63,"fragment":"","pointer":"","start_column":1,"start_line":31},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"StaticBearerTokenVerifier","semantic_key":"python:class:StaticBearerTokenVerifier","source_id":"aoa:abyss-stack:artifact:105a54aae01fa77885b35060","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1:aoa:abyss-stack:anchor:2203b1c508b28d299b2549ed","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2203b1c508b28d299b2549ed","label":"test_stack_catalog_matches_its_committed_canary_contract","locator":{"end_column":49,"end_line":1818,"fragment":"","pointer":"","start_column":1,"start_line":1790},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_catalog_matches_its_committed_canary_contract","target_ref":"python:_load_targets"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_catalog_matches_its_committed_canary_contract","target_ref":"python:app.catalog"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_catalog_matches_its_committed_canary_contract","target_ref":"python:application"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_catalog_matches_its_committed_canary_contract","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_catalog_matches_its_committed_canary_contract","target_ref":"python:observation"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_catalog_matches_its_committed_canary_contract","target_ref":"python:subject"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_stack_catalog_matches_its_committed_canary_contract","target_ref":"python:validate_result_contract"}],"parser_ref":"python-ast@1","qualified_name":"test_stack_catalog_matches_its_committed_canary_contract","semantic_key":"python:function:test_stack_catalog_matches_its_committed_canary_contract","source_id":"aoa:abyss-stack:artifact:12286aebdcddeb255cd95bc1","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:13b0e168d44a435917e76550:aoa:abyss-stack:anchor:41ea4e7d3e8eaebf8f4d6126","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:41ea4e7d3e8eaebf8f4d6126","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:13b0e168d44a435917e76550","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:beee9debe7baa07a3888b450","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:beee9debe7baa07a3888b450","label":"test_generated_schema_artifacts_validate_against_schema_contracts","locator":{"end_column":63,"end_line":941,"fragment":"","pointer":"","start_column":1,"start_line":939},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_generated_schema_artifacts_validate_against_schema_contracts","target_ref":"python:validate_payload"}],"parser_ref":"python-ast@1","qualified_name":"test_generated_schema_artifacts_validate_against_schema_contracts","semantic_key":"python:function:test_generated_schema_artifacts_validate_against_schema_contracts","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617:aoa:abyss-stack:anchor:beee9debe7baa07a3888b450","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:beee9debe7baa07a3888b450","label":"test_generated_schema_artifacts_validate_against_schema_contracts","locator":{"end_column":63,"end_line":953,"fragment":"","pointer":"","start_column":1,"start_line":951},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_generated_schema_artifacts_validate_against_schema_contracts","target_ref":"python:validate_payload"}],"parser_ref":"python-ast@1","qualified_name":"test_generated_schema_artifacts_validate_against_schema_contracts","semantic_key":"python:function:test_generated_schema_artifacts_validate_against_schema_contracts","source_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1beac052150fab0db2668905:aoa:abyss-stack:anchor:8e06367821ed4fc3c1be863c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8e06367821ed4fc3c1be863c","label":"write_interrupt","locator":{"end_column":76,"end_line":631,"fragment":"","pointer":"","start_column":1,"start_line":620},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_interrupt","target_ref":"python:TRIAL_ADAPTER.edit_gate_wire_id_entry"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_interrupt","target_ref":"python:interrupt_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_interrupt","target_ref":"python:state.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_interrupt","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:write_interrupt","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"write_interrupt","semantic_key":"python:function:write_interrupt","source_id":"aoa:abyss-stack:artifact:1beac052150fab0db2668905","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1f232d2442b6f53f43de7f9f:aoa:abyss-stack:anchor:054feb94892fac6307d87ca3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:054feb94892fac6307d87ca3","label":"test_answer_preserves_permission_and_evidence_chain","locator":{"end_column":43,"end_line":112,"fragment":"","pointer":"","start_column":1,"start_line":101},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_answer_preserves_permission_and_evidence_chain","target_ref":"python:_state"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_answer_preserves_permission_and_evidence_chain","target_ref":"python:state.answer"}],"parser_ref":"python-ast@1","qualified_name":"test_answer_preserves_permission_and_evidence_chain","semantic_key":"python:function:test_answer_preserves_permission_and_evidence_chain","source_id":"aoa:abyss-stack:artifact:1f232d2442b6f53f43de7f9f","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:20406aeceb5067c3b5e6af44:aoa:abyss-stack:anchor:f6262d4a50044e570778c4f8","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:f6262d4a50044e570778c4f8","label":"id","locator":{"end_column":22,"end_line":2,"fragment":"","pointer":"/id","start_column":1,"start_line":2},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/id","source_id":"aoa:abyss-stack:artifact:20406aeceb5067c3b5e6af44","symbol_kind":""}
@@ -66,6 +66,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9905c34186b451f06489c26e:aoa:abyss-stack:anchor:abafd485f76eaac30b873f9c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:abafd485f76eaac30b873f9c","label":"test_not_due_does_not_turn_process_evidence_into_progress","locator":{"end_column":73,"end_line":325,"fragment":"","pointer":"","start_column":1,"start_line":315},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_not_due_does_not_turn_process_evidence_into_progress","target_ref":"python:MODULE.observe_once"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_not_due_does_not_turn_process_evidence_into_progress","target_ref":"python:_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_not_due_does_not_turn_process_evidence_into_progress","target_ref":"python:observation"}],"parser_ref":"python-ast@1","qualified_name":"test_not_due_does_not_turn_process_evidence_into_progress","semantic_key":"python:function:test_not_due_does_not_turn_process_evidence_into_progress","source_id":"aoa:abyss-stack:artifact:9905c34186b451f06489c26e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c:aoa:abyss-stack:anchor:13346becc324c63972176b6c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:13346becc324c63972176b6c","label":"canary","locator":{"end_column":88,"end_line":110,"fragment":"","pointer":"","start_column":5,"start_line":104},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once.canary","target_ref":"python:SimpleNamespace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once.canary","target_ref":"python:canary_phases.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once.canary","target_ref":"python:path.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once.canary","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_exact_approved_restart_runs_canary_and_real_rollback_once.canary","target_ref":"python:path.write_text"}],"parser_ref":"python-ast@1","qualified_name":"test_exact_approved_restart_runs_canary_and_real_rollback_once.canary","semantic_key":"python:method:test_exact_approved_restart_runs_canary_and_real_rollback_once.canary","source_id":"aoa:abyss-stack:artifact:9935dd81b3437314d1b17f8c","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a02ccf1dc39b139c2234b2ea:aoa:abyss-stack:anchor:d3204223e7348d82758c61b6","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:d3204223e7348d82758c61b6","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a02ccf1dc39b139c2234b2ea","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:0acedd8606d8b615844d6f28","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0acedd8606d8b615844d6f28","label":"_state_files","locator":{"end_column":41,"end_line":2160,"fragment":"","pointer":"","start_column":1,"start_line":2159},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_state_files","target_ref":"python:_file_map"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_state_files","target_ref":"python:state.get"}],"parser_ref":"python-ast@1","qualified_name":"_state_files","semantic_key":"python:function:_state_files","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:6920c4179800f1ecfd7ac470","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6920c4179800f1ecfd7ac470","label":"run_read_only_scenario","locator":{"end_column":124,"end_line":1186,"fragment":"","pointer":"","start_column":1,"start_line":874},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_blocked_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_blocked_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_blocked_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_blocked_qwen_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_blocked_qwen_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_w2_evidence_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_w2_judge_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.build_w2_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.execute_w2_actions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.parse_w2_answer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.parse_w2_judge"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.render_w2_grounding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.render_w2_prompt_grounding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.resolve_w2_source_entries"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.run_qwen_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.run_qwen_prompt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.score_w2_case"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.w2_boundary_note"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.w2_boundary_note"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:TRIALS.w2_boundary_note"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:answer_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:command_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:finalize_case_with_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:finalize_case_with_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:finalize_case_with_summary"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:judge_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:judge_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:judge_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:judge_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:judge_qwen.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:observed_failures.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:observed_failures.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:observed_failures.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:parse_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:parse_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:parse_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:parse_errors.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:scenario_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:type"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:w5_report_artifact_refs"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_read_only_scenario","target_ref":"python:write_text"}],"parser_ref":"python-ast@1","qualified_name":"run_read_only_scenario","semantic_key":"python:function:run_read_only_scenario","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a38afa6506fd860f4305359f:aoa:abyss-stack:anchor:d9c7117f35c7daa5f263be70","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:d9c7117f35c7daa5f263be70","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a38afa6506fd860f4305359f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a3f735bb15cfdea8f35d10fd:aoa:abyss-stack:anchor:8326825de99fd57cf3002567","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:8326825de99fd57cf3002567","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a3f735bb15cfdea8f35d10fd","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/ee.jsonl b/kag/indexes/shards/anchor/ee.jsonl
index 5176b5c55f..58798f8e00 100644
--- a/kag/indexes/shards/anchor/ee.jsonl
+++ b/kag/indexes/shards/anchor/ee.jsonl
@@ -1,6 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:0241784d45f5d0bdf21d0d18:aoa:abyss-stack:anchor:2719d0c1e7e70e2b58446fca","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:2719d0c1e7e70e2b58446fca","label":"unload","locator":{"end_column":69,"end_line":378,"fragment":"","pointer":"","start_column":1,"start_line":377},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:unload","target_ref":"python:app.post"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:unload","target_ref":"python:engine.unload"}],"parser_ref":"python-ast@1","qualified_name":"unload","semantic_key":"python:function:unload","source_id":"aoa:abyss-stack:artifact:0241784d45f5d0bdf21d0d18","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:03d315bb758c2f535d250890:aoa:abyss-stack:anchor:bad21f979525573e58a7a4d3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bad21f979525573e58a7a4d3","label":"render_w2_grounding","locator":{"end_column":44,"end_line":3564,"fragment":"","pointer":"","start_column":1,"start_line":3513},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_w2_grounding","target_ref":"python:build_text_excerpt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_w2_grounding","target_ref":"python:build_text_excerpt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_w2_grounding","target_ref":"python:build_text_excerpt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_w2_grounding","target_ref":"python:lines.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_w2_grounding","target_ref":"python:lines.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_w2_grounding","target_ref":"python:lines.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_w2_grounding","target_ref":"python:lines.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_w2_grounding","target_ref":"python:lines.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_w2_grounding","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:render_w2_grounding","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"render_w2_grounding","semantic_key":"python:function:render_w2_grounding","source_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:09768cdc5582265776b58235:aoa:abyss-stack:anchor:691f2740a663a82092cc5a9a","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:691f2740a663a82092cc5a9a","label":"container_name","locator":{"end_column":29,"end_line":4,"fragment":"","pointer":"/services/tos-graph/container_name","start_column":5,"start_line":4},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/tos-graph/container_name","source_id":"aoa:abyss-stack:artifact:09768cdc5582265776b58235","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79:aoa:abyss-stack:anchor:45adc4aef40a980b97dc7c9a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:45adc4aef40a980b97dc7c9a","label":"additionalProperties","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/additionalProperties","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/additionalProperties","source_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0df719f74f05463e2a865840:aoa:abyss-stack:anchor:58ed995e9cb7a68cf0252833","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:58ed995e9cb7a68cf0252833","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:0df719f74f05463e2a865840","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0e32fdadd2717574386a3732:aoa:abyss-stack:anchor:f5a2e53c4579ae4364008bf8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f5a2e53c4579ae4364008bf8","label":"Machine Fit Validator Module","locator":{"end_column":30,"end_line":1,"fragment":"machine-fit-validator-module","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:machine-fit-validator-module","source_id":"aoa:abyss-stack:artifact:0e32fdadd2717574386a3732","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:10ec09e81dd97af26c6559ef:aoa:abyss-stack:anchor:b4988d333585c788e43b792a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b4988d333585c788e43b792a","label":"test_expired_candidate_evidence_blocks_lab_pair_and_migration","locator":{"end_column":81,"end_line":304,"fragment":"","pointer":"","start_column":1,"start_line":290},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_expired_candidate_evidence_blocks_lab_pair_and_migration","target_ref":"python:builder.build_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_expired_candidate_evidence_blocks_lab_pair_and_migration","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_expired_candidate_evidence_blocks_lab_pair_and_migration","target_ref":"python:copy.deepcopy"}],"parser_ref":"python-ast@1","qualified_name":"test_expired_candidate_evidence_blocks_lab_pair_and_migration","semantic_key":"python:function:test_expired_candidate_evidence_blocks_lab_pair_and_migration","source_id":"aoa:abyss-stack:artifact:10ec09e81dd97af26c6559ef","symbol_kind":"function"}
@@ -32,6 +33,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5befe5bd63a605b75db26c3a:aoa:abyss-stack:anchor:f5c0bad3ebb8367eb63f4532","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f5c0bad3ebb8367eb63f4532","label":"ValidationResult","locator":{"end_column":30,"end_line":465,"fragment":"","pointer":"","start_column":1,"start_line":463},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ValidationResult","target_ref":"python:dataclass"}],"parser_ref":"python-ast@1","qualified_name":"ValidationResult","semantic_key":"python:class:ValidationResult","source_id":"aoa:abyss-stack:artifact:5befe5bd63a605b75db26c3a","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5e30d58b80274f9e1649d3d4:aoa:abyss-stack:anchor:90639a0a944f1ad119a7c667","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:90639a0a944f1ad119a7c667","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:5e30d58b80274f9e1649d3d4","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:61953fe600e446c8d9491770:aoa:abyss-stack:anchor:116647c647d80e8eccb7993c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:116647c647d80e8eccb7993c","label":"test_read_and_internal_effect_servers_have_disjoint_tools","locator":{"end_column":69,"end_line":252,"fragment":"","pointer":"","start_column":1,"start_line":217},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_and_internal_effect_servers_have_disjoint_tools","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_and_internal_effect_servers_have_disjoint_tools","target_ref":"python:asyncio.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_and_internal_effect_servers_have_disjoint_tools","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_and_internal_effect_servers_have_disjoint_tools","target_ref":"python:build_server"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_and_internal_effect_servers_have_disjoint_tools","target_ref":"python:internal_effect.list_tools"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_and_internal_effect_servers_have_disjoint_tools","target_ref":"python:read.list_tools"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_and_internal_effect_servers_have_disjoint_tools","target_ref":"python:read_tools.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_and_internal_effect_servers_have_disjoint_tools","target_ref":"python:seed_workspace"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_read_and_internal_effect_servers_have_disjoint_tools","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"test_read_and_internal_effect_servers_have_disjoint_tools","semantic_key":"python:function:test_read_and_internal_effect_servers_have_disjoint_tools","source_id":"aoa:abyss-stack:artifact:61953fe600e446c8d9491770","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:7f72378ce45b0032a3fa5004","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7f72378ce45b0032a3fa5004","label":"test_source_traversal_error_fails_refresh","locator":{"end_column":39,"end_line":3054,"fragment":"","pointer":"","start_column":5,"start_line":3044},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_traversal_error_fails_refresh","target_ref":"python:PermissionError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_traversal_error_fails_refresh","target_ref":"python:mock.patch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_traversal_error_fails_refresh","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_traversal_error_fails_refresh","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_traversal_error_fails_refresh","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_source_traversal_error_fails_refresh","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_source_traversal_error_fails_refresh","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6901ab51fa39a5bb9dc7315c:aoa:abyss-stack:anchor:2678408dbd300e232edeebff","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:2678408dbd300e232edeebff","label":"Decision","locator":{"end_column":11,"end_line":36,"fragment":"decision","pointer":"","start_column":1,"start_line":36},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:decision","source_id":"aoa:abyss-stack:artifact:6901ab51fa39a5bb9dc7315c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b56c0ed1437e606153b4ba3:aoa:abyss-stack:anchor:739fd0a2296fa87800f99d7c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:739fd0a2296fa87800f99d7c","label":"status","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/status","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/status","source_id":"aoa:abyss-stack:artifact:6b56c0ed1437e606153b4ba3","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b:aoa:abyss-stack:anchor:9509844999d68cbb96576497","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:9509844999d68cbb96576497","label":"record","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/record","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"record","semantic_key":"json:/$defs/record","source_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","symbol_kind":"schema_definition"}
@@ -64,6 +66,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9130c53aaadbb8a91635db9a:aoa:abyss-stack:anchor:5157d5085bc8aebd68246707","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:5157d5085bc8aebd68246707","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9130c53aaadbb8a91635db9a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:97434335e05ee13ef4e1d80e:aoa:abyss-stack:anchor:d3fa4208324a769c1031e9d4","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d3fa4208324a769c1031e9d4","label":"Stop-lines","locator":{"end_column":13,"end_line":37,"fragment":"stop-lines","pointer":"","start_column":1,"start_line":37},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:stop-lines","source_id":"aoa:abyss-stack:artifact:97434335e05ee13ef4e1d80e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:982c444c1c8cc50bf7fe6689:aoa:abyss-stack:anchor:b5356fba1237850ad06f9b6b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:b5356fba1237850ad06f9b6b","label":"First bounded slice","locator":{"end_column":22,"end_line":114,"fragment":"first-bounded-slice","pointer":"","start_column":1,"start_line":114},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:first-bounded-slice","source_id":"aoa:abyss-stack:artifact:982c444c1c8cc50bf7fe6689","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:6ce5dbd815a36873395db858","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6ce5dbd815a36873395db858","label":"_read_source_metadata","locator":{"end_column":10,"end_line":4136,"fragment":"","pointer":"","start_column":5,"start_line":4034},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:bytearray"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:digest.hexdigest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:digest.update"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:getattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:handle.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:hashlib.sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:os.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:os.fdopen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:os.fstat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:path.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:resolved.relative_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:retained.clear"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:retained.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._read_source_metadata","target_ref":"python:stat.S_ISREG"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._read_source_metadata","semantic_key":"python:method:LiveCodeIntelligenceRuntime._read_source_metadata","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a43aa5630db051d26266922e:aoa:abyss-stack:anchor:b49b3a16773d65621754cf79","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:b49b3a16773d65621754cf79","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a43aa5630db051d26266922e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a686d58d792fb14b0a45e25b:aoa:abyss-stack:anchor:f9264ab4e7d0cffd52c11e76","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:f9264ab4e7d0cffd52c11e76","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:a686d58d792fb14b0a45e25b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d:aoa:abyss-stack:anchor:29836b398110aff4a1b620d1","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:29836b398110aff4a1b620d1","label":"await_first_mutation","locator":{"end_column":130,"end_line":2461,"fragment":"","pointer":"","start_column":5,"start_line":2460},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_graph.await_first_mutation","target_ref":"python:milestone_gate"}],"parser_ref":"python-ast@1","qualified_name":"build_graph.await_first_mutation","semantic_key":"python:method:build_graph.await_first_mutation","source_id":"aoa:abyss-stack:artifact:a847ac60d7b70853fbbac33d","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/ef.jsonl b/kag/indexes/shards/anchor/ef.jsonl
index 6b3b9b7171..a32467aa18 100644
--- a/kag/indexes/shards/anchor/ef.jsonl
+++ b/kag/indexes/shards/anchor/ef.jsonl
@@ -1,7 +1,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03d8a1cd545727ba3d366f97:aoa:abyss-stack:anchor:27b62e14f267d9678e1f8424","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:27b62e14f267d9678e1f8424","label":"_reference_term","locator":{"end_column":43,"end_line":172,"fragment":"","pointer":"","start_column":1,"start_line":167},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reference_term","target_ref":"python:Literal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reference_term","target_ref":"python:NamedNode"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_reference_term","target_ref":"python:ref_iri"}],"parser_ref":"python-ast@1","qualified_name":"_reference_term","semantic_key":"python:function:_reference_term","source_id":"aoa:abyss-stack:artifact:03d8a1cd545727ba3d366f97","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:05326671a89cc814d2a25cad:aoa:abyss-stack:anchor:c4948f41b357b8a5f3e1c5e0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c4948f41b357b8a5f3e1c5e0","label":"Tasks compatibility matrix","locator":{"end_column":28,"end_line":1,"fragment":"tasks-compatibility-matrix","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:tasks-compatibility-matrix","source_id":"aoa:abyss-stack:artifact:05326671a89cc814d2a25cad","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:057b381deecdd2579b4741d8:aoa:abyss-stack:anchor:ee05d62802a18bf9354ff89d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ee05d62802a18bf9354ff89d","label":"Reputation posture","locator":{"end_column":21,"end_line":116,"fragment":"reputation-posture","pointer":"","start_column":1,"start_line":116},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:reputation-posture","source_id":"aoa:abyss-stack:artifact:057b381deecdd2579b4741d8","symbol_kind":""}
-{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:0c57539203f18a11b5bce9dc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0c57539203f18a11b5bce9dc","label":"Changed","locator":{"end_column":11,"end_line":1169,"fragment":"changed-1","pointer":"","start_column":1,"start_line":1169},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa:aoa:abyss-stack:anchor:0c57539203f18a11b5bce9dc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0c57539203f18a11b5bce9dc","label":"Changed","locator":{"end_column":11,"end_line":1173,"fragment":"changed-1","pointer":"","start_column":1,"start_line":1173},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed-1","source_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f7ef6838dd256cfc5faad4b:aoa:abyss-stack:anchor:074309cf08f53aeacf74aeb0","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:074309cf08f53aeacf74aeb0","label":"Must not claim","locator":{"end_column":18,"end_line":38,"fragment":"must-not-claim","pointer":"","start_column":1,"start_line":38},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:must-not-claim","source_id":"aoa:abyss-stack:artifact:0f7ef6838dd256cfc5faad4b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:11b04c968ffb2dfd08dbf451:aoa:abyss-stack:anchor:cd09a1150de00b616d0b8f18","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:cd09a1150de00b616d0b8f18","label":"process_runner","locator":{"end_column":10,"end_line":782,"fragment":"","pointer":"","start_column":5,"start_line":775},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_runtime_overlay_skips_malformed_sibling_canary.process_runner","target_ref":"python:SimpleNamespace"}],"parser_ref":"python-ast@1","qualified_name":"test_runtime_overlay_skips_malformed_sibling_canary.process_runner","semantic_key":"python:method:test_runtime_overlay_skips_malformed_sibling_canary.process_runner","source_id":"aoa:abyss-stack:artifact:11b04c968ffb2dfd08dbf451","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1487d8073246055fd3343391:aoa:abyss-stack:anchor:c71422361ba7a80993e62b71","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c71422361ba7a80993e62b71","label":"payload","locator":{"end_column":6,"end_line":48,"fragment":"","pointer":"","start_column":1,"start_line":18},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:payload","target_ref":"python:surface_id.lower"}],"parser_ref":"python-ast@1","qualified_name":"payload","semantic_key":"python:function:payload","source_id":"aoa:abyss-stack:artifact:1487d8073246055fd3343391","symbol_kind":"function"}
@@ -32,6 +32,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5972cf4401a2774cdd3b1a16:aoa:abyss-stack:anchor:ea5a2f5e3b9a200b81f16600","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ea5a2f5e3b9a200b81f16600","label":"capture_mode","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/capture_mode","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/capture_mode","source_id":"aoa:abyss-stack:artifact:5972cf4401a2774cdd3b1a16","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5c7f5796a7f1e7f2f99fe2d8:aoa:abyss-stack:anchor:765b45a216f310f36c5acde5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:765b45a216f310f36c5acde5","label":"_rank_passages","locator":{"end_column":6,"end_line":323,"fragment":"","pointer":"","start_column":1,"start_line":295},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rank_passages","target_ref":"python:GraniteRetrievalError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rank_passages","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rank_passages","target_ref":"python:math.isfinite"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rank_passages","target_ref":"python:scored.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rank_passages","target_ref":"python:scored.sort"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rank_passages","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rank_passages","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rank_passages","target_ref":"python:sum"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_rank_passages","target_ref":"python:zip"}],"parser_ref":"python-ast@1","qualified_name":"_rank_passages","semantic_key":"python:function:_rank_passages","source_id":"aoa:abyss-stack:artifact:5c7f5796a7f1e7f2f99fe2d8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5ebb90fdab6b56d166e3d73a:aoa:abyss-stack:anchor:4ffb52fd556fa603b0f837de","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:4ffb52fd556fa603b0f837de","label":"artifact_index","locator":{"end_column":6,"end_line":176,"fragment":"","pointer":"","start_column":1,"start_line":150},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:artifacts.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:class_payload.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:maybe_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:public_path_class"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:ref.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:ref.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:ref.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:ref.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:artifact_index","target_ref":"python:stack_bridge.get"}],"parser_ref":"python-ast@1","qualified_name":"artifact_index","semantic_key":"python:function:artifact_index","source_id":"aoa:abyss-stack:artifact:5ebb90fdab6b56d166e3d73a","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:f285ebcf760d5dd849c9501c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f285ebcf760d5dd849c9501c","label":"test_src_import_root_and_transitive_dependency_closure","locator":{"end_column":10,"end_line":2586,"fragment":"","pointer":"","start_column":5,"start_line":2576},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_src_import_root_and_transitive_dependency_closure","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_src_import_root_and_transitive_dependency_closure","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_src_import_root_and_transitive_dependency_closure","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_src_import_root_and_transitive_dependency_closure","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_src_import_root_and_transitive_dependency_closure","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_src_import_root_and_transitive_dependency_closure","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_src_import_root_and_transitive_dependency_closure","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_src_import_root_and_transitive_dependency_closure","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_src_import_root_and_transitive_dependency_closure","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324:aoa:abyss-stack:anchor:5c102d2b36e277c07b0b0969","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:5c102d2b36e277c07b0b0969","label":"First three chaos families","locator":{"end_column":29,"end_line":16,"fragment":"first-three-chaos-families","pointer":"","start_column":1,"start_line":16},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:first-three-chaos-families","source_id":"aoa:abyss-stack:artifact:6c63e40769f6d906f96c7324","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6c7359e3bb8b820f2afbb86a:aoa:abyss-stack:anchor:52c8791628dba3bdcd4be4c3","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:52c8791628dba3bdcd4be4c3","label":"Canonical External Actor Return Leaf","locator":{"end_column":38,"end_line":1,"fragment":"canonical-external-actor-return-leaf","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:canonical-external-actor-return-leaf","source_id":"aoa:abyss-stack:artifact:6c7359e3bb8b820f2afbb86a","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:5ade5060a63d4af8140bce60","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5ade5060a63d4af8140bce60","label":"_recv_frame","locator":{"end_column":38,"end_line":729,"fragment":"","pointer":"","start_column":5,"start_line":714},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:enumerate"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:self._read_exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:self._read_exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:self._read_exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:self._read_exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:self._read_exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:struct.unpack"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:UnixWebSocketRpc._recv_frame","target_ref":"python:struct.unpack"}],"parser_ref":"python-ast@1","qualified_name":"UnixWebSocketRpc._recv_frame","semantic_key":"python:method:UnixWebSocketRpc._recv_frame","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"method"}
@@ -51,6 +52,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba:aoa:abyss-stack:anchor:5edeca8975c4828a0092d3fc","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5edeca8975c4828a0092d3fc","label":"find_repo_root","locator":{"end_column":47,"end_line":121,"fragment":"","pointer":"","start_column":1,"start_line":113},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:find_repo_root","target_ref":"python:Path"}],"parser_ref":"python-ast@1","qualified_name":"find_repo_root","semantic_key":"python:function:find_repo_root","source_id":"aoa:abyss-stack:artifact:8f0c00fbc0118e15951010ba","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:93bafdcb11c10717d65eff58:aoa:abyss-stack:anchor:0ea5a1138c5a687c7e6d1e97","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:0ea5a1138c5a687c7e6d1e97","label":"environment","locator":{"end_column":16,"end_line":12,"fragment":"","pointer":"/services/litellm/environment","start_column":5,"start_line":12},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/litellm/environment","source_id":"aoa:abyss-stack:artifact:93bafdcb11c10717d65eff58","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9ba642ddad09f472d517db78:aoa:abyss-stack:anchor:9a6961141cf28b5e5e736a47","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:9a6961141cf28b5e5e736a47","label":"Boundaries","locator":{"end_column":12,"end_line":1,"fragment":"boundaries","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:boundaries","source_id":"aoa:abyss-stack:artifact:9ba642ddad09f472d517db78","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:6093ce57ea054c2e522593a4","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6093ce57ea054c2e522593a4","label":"enqueue","locator":{"end_column":33,"end_line":2554,"fragment":"","pointer":"","start_column":5,"start_line":2549},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkQueue.enqueue","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkQueue.enqueue","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkQueue.enqueue","target_ref":"python:self._items.append"}],"parser_ref":"python-ast@1","qualified_name":"_ProviderWorkQueue.enqueue","semantic_key":"python:method:_ProviderWorkQueue.enqueue","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:e077e1f059b4f255f2d9c5ad","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e077e1f059b4f255f2d9c5ad","label":"_can_use_immutable_launch_fds","locator":{"end_column":10,"end_line":3205,"fragment":"","pointer":"","start_column":5,"start_line":3187},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._can_use_immutable_launch_fds","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._can_use_immutable_launch_fds","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._can_use_immutable_launch_fds","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._can_use_immutable_launch_fds","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._can_use_immutable_launch_fds","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._can_use_immutable_launch_fds","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._can_use_immutable_launch_fds","target_ref":"python:hasattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._can_use_immutable_launch_fds","target_ref":"python:hasattr"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._can_use_immutable_launch_fds","semantic_key":"python:method:ManagedLspSession._can_use_immutable_launch_fds","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:59690a7ba0635a0496a77716","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:59690a7ba0635a0496a77716","label":"commit_checkpoint","locator":{"end_column":50,"end_line":1862,"fragment":"","pointer":"","start_column":1,"start_line":1806},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:TRIALS.git_command"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:TRIALS.list_changed_files"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:TRIALS.persist_command_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:artifact_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:artifact_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:artifact_refs.extend"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:command_refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:commit_checkpoint","target_ref":"python:write_json"}],"parser_ref":"python-ast@1","qualified_name":"commit_checkpoint","semantic_key":"python:function:commit_checkpoint","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:f4f2c84b7af2ceb753b57ebd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f4f2c84b7af2ceb753b57ebd","label":"proposal_artifact_refs","locator":{"end_column":16,"end_line":871,"fragment":"","pointer":"","start_column":1,"start_line":847},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:refs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:proposal_artifact_refs","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"proposal_artifact_refs","semantic_key":"python:function:proposal_artifact_refs","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a38afa6506fd860f4305359f:aoa:abyss-stack:anchor:b25cf8080432bb43854f166a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:b25cf8080432bb43854f166a","label":"capability","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/capability","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"capability","semantic_key":"json:/$defs/capability","source_id":"aoa:abyss-stack:artifact:a38afa6506fd860f4305359f","symbol_kind":"schema_definition"}
diff --git a/kag/indexes/shards/anchor/f0.jsonl b/kag/indexes/shards/anchor/f0.jsonl
index 547654fa50..8e2cb4217b 100644
--- a/kag/indexes/shards/anchor/f0.jsonl
+++ b/kag/indexes/shards/anchor/f0.jsonl
@@ -60,6 +60,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9042a2a66456837eab6a31f9:aoa:abyss-stack:anchor:438f4b61ea0937fefd3cc273","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:438f4b61ea0937fefd3cc273","label":"repo","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/repo","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/repo","source_id":"aoa:abyss-stack:artifact:9042a2a66456837eab6a31f9","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:97dfb9d6fa1ec33c7efdc33e:aoa:abyss-stack:anchor:ea9c300d8a84f713298e49ea","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:ea9c300d8a84f713298e49ea","label":"Follow-up route","locator":{"end_column":18,"end_line":94,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":94},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:97dfb9d6fa1ec33c7efdc33e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:976f1df60a8ef3ec1a45e8ac","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:976f1df60a8ef3ec1a45e8ac","label":"find_repo_root","locator":{"end_column":69,"end_line":15,"fragment":"","pointer":"","start_column":1,"start_line":11},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:find_repo_root","target_ref":"python:RuntimeError"}],"parser_ref":"python-ast@1","qualified_name":"find_repo_root","semantic_key":"python:function:find_repo_root","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:d8a97739e1f86eaed35d2d93","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d8a97739e1f86eaed35d2d93","label":"_file_uri_path","locator":{"end_column":92,"end_line":570,"fragment":"","pointer":"","start_column":1,"start_line":547},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:decoded.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:parsed.scheme.lower"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:unquote"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_file_uri_path","target_ref":"python:urlsplit"}],"parser_ref":"python-ast@1","qualified_name":"_file_uri_path","semantic_key":"python:function:_file_uri_path","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a120db8f77d13164b6d8b82c:aoa:abyss-stack:anchor:57a4d565cd47c241c96e4db4","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:57a4d565cd47c241c96e4db4","label":"FIRST_RUN","locator":{"end_column":28,"end_line":8,"fragment":"","pointer":"","start_column":3,"start_line":8},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:install","target_ref":"FIRST_RUN.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:8:3:0:FIRST_RUN.md","source_id":"aoa:abyss-stack:artifact:a120db8f77d13164b6d8b82c","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:a4d2f31879d5577ecaadedef","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a4d2f31879d5577ecaadedef","label":"approval_payload","locator":{"end_column":27,"end_line":625,"fragment":"","pointer":"","start_column":1,"start_line":621},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:approval_payload","target_ref":"python:approval_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:approval_payload","target_ref":"python:load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:approval_payload","target_ref":"python:path.exists"}],"parser_ref":"python-ast@1","qualified_name":"approval_payload","semantic_key":"python:function:approval_payload","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:5d7cac04858bddc83d00ba7b","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:5d7cac04858bddc83d00ba7b","label":"summary","locator":{"end_column":112,"end_line":4,"fragment":"","pointer":"/summary","start_column":1,"start_line":4},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/summary","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/f1.jsonl b/kag/indexes/shards/anchor/f1.jsonl
index 58d68876c5..2da1981cb0 100644
--- a/kag/indexes/shards/anchor/f1.jsonl
+++ b/kag/indexes/shards/anchor/f1.jsonl
@@ -65,6 +65,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9b07f53b5596d8162978e094:aoa:abyss-stack:anchor:6cbb4c2126776b2bcc294179","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:6cbb4c2126776b2bcc294179","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:9b07f53b5596d8162978e094","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3:aoa:abyss-stack:anchor:235c0c1303883aea4fdae8a2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:235c0c1303883aea4fdae8a2","label":"_source_checkout_is_clean","locator":{"end_column":6,"end_line":88,"fragment":"","pointer":"","start_column":1,"start_line":82},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_source_checkout_is_clean","target_ref":"python:_git_output"}],"parser_ref":"python-ast@1","qualified_name":"_source_checkout_is_clean","semantic_key":"python:function:_source_checkout_is_clean","source_id":"aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3:aoa:abyss-stack:anchor:fc28d848d01c7d47e3286a94","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fc28d848d01c7d47e3286a94","label":"_editable_mcp_source_digest","locator":{"end_column":48,"end_line":161,"fragment":"","pointer":"","start_column":1,"start_line":123},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:_git_output"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:_is_under"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:_source_checkout_is_clean"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:_source_package_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:direct_url.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:direct_url.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:directory_info.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:distribution_metadata.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:source_root.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:source_root.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:urllib.parse.unquote"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_editable_mcp_source_digest","target_ref":"python:urllib.parse.urlparse"}],"parser_ref":"python-ast@1","qualified_name":"_editable_mcp_source_digest","semantic_key":"python:function:_editable_mcp_source_digest","source_id":"aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:33879f6b1121374e1a09b30f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:33879f6b1121374e1a09b30f","label":"_owner_review_surface","locator":{"end_column":10,"end_line":4635,"fragment":"","pointer":"","start_column":5,"start_line":4607},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._owner_review_surface","target_ref":"python:self._current_machine_evidence"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._owner_review_surface","semantic_key":"python:method:LiveCodeIntelligenceRuntime._owner_review_surface","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:3b29ded12d3ec6f128cf6824","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3b29ded12d3ec6f128cf6824","label":"_provider_worker_surface","locator":{"end_column":10,"end_line":4605,"fragment":"","pointer":"","start_column":5,"start_line":4522},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._provider_worker_surface","target_ref":"python:self._current_machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._provider_worker_surface","target_ref":"python:workers.append"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._provider_worker_surface","semantic_key":"python:method:LiveCodeIntelligenceRuntime._provider_worker_surface","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a5cad42a99cb223b8b424761:aoa:abyss-stack:anchor:6f862424c9ed6ebb560b17a9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6f862424c9ed6ebb560b17a9","label":"main","locator":{"end_column":20,"end_line":125,"fragment":"","pointer":"","start_column":1,"start_line":24},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:AoAKagMCPState.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_common"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_common"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_common"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_common"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_common"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:_print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:application.discover"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:application.explain"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:application.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:application.search"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:application.traverse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:argparse.ArgumentParser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:build_application"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:discover.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:explain.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.add_subparsers"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:parser.parse_args"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:read.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:search.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sub.add_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sub.add_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sub.add_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sub.add_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sub.add_parser"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:traverse.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:traverse.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:traverse.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:traverse.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:traverse.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:traverse.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:traverse.add_argument"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:traverse.add_argument"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:a5cad42a99cb223b8b424761","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4:aoa:abyss-stack:anchor:e5d774ab2d2b374c18055039","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:e5d774ab2d2b374c18055039","label":"user-unit","locator":{"end_column":35,"end_line":13,"fragment":"","pointer":"","start_column":3,"start_line":13},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:runtime-lifecycle-parts","target_ref":"user-unit/README.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:13:3:0:user-unit/README.md","source_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65:aoa:abyss-stack:anchor:e87bc22a52c9712dbca4b1d2","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:e87bc22a52c9712dbca4b1d2","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/f21.jsonl b/kag/indexes/shards/anchor/f21.jsonl
index a0fc34c218..a7de8eb7ff 100644
--- a/kag/indexes/shards/anchor/f21.jsonl
+++ b/kag/indexes/shards/anchor/f21.jsonl
@@ -1,5 +1,6 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:0e2292e390d3b853ea50ee5e:aoa:abyss-stack:anchor:87b8c4568fca0bd1b88e542a","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:87b8c4568fca0bd1b88e542a","label":"AOA_LANGGRAPH_INVENTORY_ROOT","locator":{"end_column":100,"end_line":22,"fragment":"","pointer":"/services/langchain-api/environment/AOA_LANGGRAPH_INVENTORY_ROOT","start_column":7,"start_line":22},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/langchain-api/environment/AOA_LANGGRAPH_INVENTORY_ROOT","source_id":"aoa:abyss-stack:artifact:0e2292e390d3b853ea50ee5e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:26b8de5bd8e7b35a6ca1ed93:aoa:abyss-stack:anchor:6e73af7f30de61b4ac0bbfea","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:6e73af7f30de61b4ac0bbfea","label":"infer_case_truth_status","locator":{"end_column":6,"end_line":613,"fragment":"","pointer":"","start_column":1,"start_line":574},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:case.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:make_truth_status"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:notes.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:ref.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:runtime.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:runtime_path.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:runtime_path.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:infer_case_truth_status","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"infer_case_truth_status","semantic_key":"python:function:infer_case_truth_status","source_id":"aoa:abyss-stack:artifact:26b8de5bd8e7b35a6ca1ed93","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5c47c858b077bf064d53b566:aoa:abyss-stack:anchor:147f25e79c9cafaa17b8e6ee","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:147f25e79c9cafaa17b8e6ee","label":"_surface_read_ok","locator":{"end_column":17,"end_line":374,"fragment":"","pointer":"","start_column":1,"start_line":364},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_surface_read_ok","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_surface_read_ok","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_surface_read_ok","target_ref":"python:payload.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_surface_read_ok","target_ref":"python:schema.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_surface_read_ok","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_surface_read_ok","target_ref":"python:surface.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_surface_read_ok","semantic_key":"python:function:_surface_read_ok","source_id":"aoa:abyss-stack:artifact:5c47c858b077bf064d53b566","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:8b528ac7a3a7b42450febf9a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8b528ac7a3a7b42450febf9a","label":"admitted_config","locator":{"end_column":22,"end_line":244,"fragment":"","pointer":"","start_column":5,"start_line":230},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.admitted_config","target_ref":"python:LiveCodeIntelligenceConfig.from_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.admitted_config","target_ref":"python:evidence_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.admitted_config","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.admitted_config","target_ref":"python:mock.patch"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.admitted_config","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.admitted_config","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:83c0c19ffd26782848fe9760:aoa:abyss-stack:anchor:24b2676d926b3899da728865","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:24b2676d926b3899da728865","label":"Closeout","locator":{"end_column":11,"end_line":233,"fragment":"closeout","pointer":"","start_column":1,"start_line":233},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:closeout","source_id":"aoa:abyss-stack:artifact:83c0c19ffd26782848fe9760","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:f0dca69550b2d532a5494939:aoa:abyss-stack:anchor:b982b4bb99b78c06c12d260b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b982b4bb99b78c06c12d260b","label":"__init__","locator":{"end_column":26,"end_line":43,"fragment":"","pointer":"","start_column":5,"start_line":29},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__init__","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ModernOnlyHTTPApp.__init__","target_ref":"python:mcp_path.rstrip"}],"parser_ref":"python-ast@1","qualified_name":"_ModernOnlyHTTPApp.__init__","semantic_key":"python:method:_ModernOnlyHTTPApp.__init__","source_id":"aoa:abyss-stack:artifact:f0dca69550b2d532a5494939","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/f26.jsonl b/kag/indexes/shards/anchor/f26.jsonl
index 55454abc23..271e0dbbcb 100644
--- a/kag/indexes/shards/anchor/f26.jsonl
+++ b/kag/indexes/shards/anchor/f26.jsonl
@@ -1,4 +1,5 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:518f93d0407ef92857076340:aoa:abyss-stack:anchor:436df6f006e237065873a905","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:436df6f006e237065873a905","label":"materialize_translation_source_review","locator":{"end_column":62,"end_line":748,"fragment":"","pointer":"","start_column":1,"start_line":517},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:PACKET_ID_RE.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:TranslationSourceReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:TranslationSourceReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:TranslationSourceReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:TranslationSourceReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:TranslationSourceReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:TranslationSourceReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:TranslationSourceReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:TranslationSourceReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_artifact_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_artifact_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_artifact_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_artifact_record"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_canonical_sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_manifest_index"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_page_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_page_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_page_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_page_ref"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_pdf_inventory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_pdftoppm_version"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_plan_issues"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_png_dimensions"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_render_page"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_resolve_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_resolve_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_review_template"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_rights_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_rights_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_sha256_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_within"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_workbook_html"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_workbook_html"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_write_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:_write_jsonl"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:archive.namelist"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:archive.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:packet_root.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:packet_root.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:packet_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:page_projection.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:page_rows.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:pages_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:pass_1_path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:pass_1_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:pass_2_path.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:review_plan_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:review_plan_path.as_posix"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:review_plan_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:shared_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:sorted"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:time.perf_counter"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:tree_repo_root.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:unit_rows.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:verify_translation_source_review_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:materialize_translation_source_review","target_ref":"python:zipfile.ZipFile"}],"parser_ref":"python-ast@1","qualified_name":"materialize_translation_source_review","semantic_key":"python:function:materialize_translation_source_review","source_id":"aoa:abyss-stack:artifact:518f93d0407ef92857076340","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:65fc97883f02ba376d5d0213:aoa:abyss-stack:anchor:f8d33cdf4500eb896742ee68","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f8d33cdf4500eb896742ee68","label":"Consequences","locator":{"end_column":15,"end_line":67,"fragment":"consequences","pointer":"","start_column":1,"start_line":67},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:consequences","source_id":"aoa:abyss-stack:artifact:65fc97883f02ba376d5d0213","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a:aoa:abyss-stack:anchor:0e679fb0457a031b58f87a3e","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:0e679fb0457a031b58f87a3e","label":"exact delivery","locator":{"end_column":17,"end_line":463,"fragment":"exact-delivery","pointer":"","start_column":1,"start_line":463},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:exact-delivery","source_id":"aoa:abyss-stack:artifact:8ae406686a02a37522de1f6a","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:217085f63ace4f2e1e3352a9","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:217085f63ace4f2e1e3352a9","label":"_ed25519_xrecover","locator":{"end_column":13,"end_line":760,"fragment":"","pointer":"","start_column":1,"start_line":751},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_xrecover","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_xrecover","target_ref":"python:pow"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ed25519_xrecover","target_ref":"python:pow"}],"parser_ref":"python-ast@1","qualified_name":"_ed25519_xrecover","semantic_key":"python:function:_ed25519_xrecover","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:a2b7a9d946c251497b6ce76f","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:a2b7a9d946c251497b6ce76f","label":"ABYSS-STACK-D-0108 Modern-Only MCP Organ Runtime","locator":{"end_column":109,"end_line":125,"fragment":"","pointer":"","start_column":3,"start_line":125},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:mcp-access-plane","target_ref":"../ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:125:3:0:../ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/f3.jsonl b/kag/indexes/shards/anchor/f3.jsonl
index 186dda68af..c00382237c 100644
--- a/kag/indexes/shards/anchor/f3.jsonl
+++ b/kag/indexes/shards/anchor/f3.jsonl
@@ -28,6 +28,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:5dd0e36ea474c2e4fea50782:aoa:abyss-stack:anchor:703633bb2395dec2de1ed6a8","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:703633bb2395dec2de1ed6a8","label":"Follow-up route","locator":{"end_column":18,"end_line":95,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":95},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:5dd0e36ea474c2e4fea50782","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:60aeecd638520af8778777c7:aoa:abyss-stack:anchor:88f283c8f718b6ce868688f0","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:88f283c8f718b6ce868688f0","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:60aeecd638520af8778777c7","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:60aeecd638520af8778777c7:aoa:abyss-stack:anchor:8d3caa69b0c6adda39052318","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:8d3caa69b0c6adda39052318","label":"digest","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/digest","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"digest","semantic_key":"json:/$defs/digest","source_id":"aoa:abyss-stack:artifact:60aeecd638520af8778777c7","symbol_kind":"schema_definition"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:972ad2e3e48a67fd5e552893","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:972ad2e3e48a67fd5e552893","label":"test_lsp_start_retires_dead_generation_before_relaunch","locator":{"end_column":43,"end_line":1130,"fragment":"","pointer":"","start_column":5,"start_line":1074},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:BytesIO"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:BytesIO"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:BytesIO"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:BytesIO"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:mock.Mock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:mock.patch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:old_file.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:old_snapshot.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:old_snapshot.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:self.assertEqual"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:session._cleanup_launch_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:session.snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_start_retires_dead_generation_before_relaunch","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb:aoa:abyss-stack:anchor:58429e08ce86e83fdc1ebc04","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:58429e08ce86e83fdc1ebc04","label":"artifact_class","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/artifact_class","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/artifact_class","source_id":"aoa:abyss-stack:artifact:675e400e8c1c9a70ec0db8eb","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:67fe99d76a6342f974c26385:aoa:abyss-stack:anchor:9e2fed9d6c0f125ed4f80904","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:9e2fed9d6c0f125ed4f80904","label":"wire","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/wire","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/wire","source_id":"aoa:abyss-stack:artifact:67fe99d76a6342f974c26385","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b623d738010f930bf73db8a:aoa:abyss-stack:anchor:c7395877c04b71ab492fb580","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:c7395877c04b71ab492fb580","label":"suggested_next_skill","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/suggested_next_skill","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/suggested_next_skill","source_id":"aoa:abyss-stack:artifact:6b623d738010f930bf73db8a","symbol_kind":"json_key"}
@@ -58,6 +59,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9616f2d8b291bd0d194a5759:aoa:abyss-stack:anchor:813fd21cac94bab2a08f942d","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:813fd21cac94bab2a08f942d","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9616f2d8b291bd0d194a5759","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:99830f7811fc3c7c2222673c:aoa:abyss-stack:anchor:57aded1ad9aee32886dcc098","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:57aded1ad9aee32886dcc098","label":"http_auth_kwargs","locator":{"end_column":6,"end_line":193,"fragment":"","pointer":"","start_column":1,"start_line":147},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:AuthSettings"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:StaticBearerTokenVerifier"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:SystemExit"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_CREDENTIAL_NAME_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_ENV_NAME_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_SCOPE_PATTERN.fullmatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_bearer_token"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_http_authority"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:_loopback_transport_security"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:http_auth_kwargs","target_ref":"python:transport_settings"}],"parser_ref":"python-ast@1","qualified_name":"http_auth_kwargs","semantic_key":"python:function:http_auth_kwargs","source_id":"aoa:abyss-stack:artifact:99830f7811fc3c7c2222673c","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3:aoa:abyss-stack:anchor:ac0a4f48e8414901a5537a31","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:ac0a4f48e8414901a5537a31","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:0875121ae869e4dae825002c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0875121ae869e4dae825002c","label":"__init__","locator":{"end_column":56,"end_line":2547,"fragment":"","pointer":"","start_column":5,"start_line":2543},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkQueue.__init__","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_ProviderWorkQueue.__init__","target_ref":"python:deque"}],"parser_ref":"python-ast@1","qualified_name":"_ProviderWorkQueue.__init__","semantic_key":"python:method:_ProviderWorkQueue.__init__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:8231913e42b428abf826d214","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:8231913e42b428abf826d214","label":"_validate_machine_evidence_gate_bundle","locator":{"end_column":6,"end_line":1487,"fragment":"","pointer":"","start_column":1,"start_line":1300},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_AuthenticatedMachineEvidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_base64_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_canonical_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_content_address"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_content_address"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_content_address"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_digest_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_ed25519_verify"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_exact_keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_machine_gate_trust_anchor"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_mapping"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_non_empty_string"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_sha256_reference"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:_validate_machine_evidence_payload"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:bundle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:bundle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:bundle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:bundle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:bundle.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:gate.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:machine_evidence_bundle_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:machine_evidence_gate_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:registry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:registry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:registry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:registry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:registry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_machine_evidence_gate_bundle","target_ref":"python:registry.get"}],"parser_ref":"python-ast@1","qualified_name":"_validate_machine_evidence_gate_bundle","semantic_key":"python:function:_validate_machine_evidence_gate_bundle","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:96f398a39c096c3719084665","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:96f398a39c096c3719084665","label":"load_graph_state","locator":{"end_column":56,"end_line":356,"fragment":"","pointer":"","start_column":1,"start_line":352},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_graph_state","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_graph_state","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_graph_state","target_ref":"python:path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:load_graph_state","target_ref":"python:state_path"}],"parser_ref":"python-ast@1","qualified_name":"load_graph_state","semantic_key":"python:function:load_graph_state","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8:aoa:abyss-stack:anchor:dc77fa52c100f8b35f22c1ee","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:dc77fa52c100f8b35f22c1ee","label":"verdict","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/verdict","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/verdict","source_id":"aoa:abyss-stack:artifact:a635a58ad190bef202b7e3a8","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5:aoa:abyss-stack:anchor:e95c3f4c5fafe32a1db7a9ef","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:e95c3f4c5fafe32a1db7a9ef","label":"unloadTimeout","locator":{"end_column":21,"end_line":69,"fragment":"","pointer":"/models/gemma4-e2b-it/unloadTimeout","start_column":5,"start_line":69},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/models/gemma4-e2b-it/unloadTimeout","source_id":"aoa:abyss-stack:artifact:ac49ec35461e362fdfa1fef5","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/f4.jsonl b/kag/indexes/shards/anchor/f4.jsonl
index aba15a1a38..76bbe6ae4a 100644
--- a/kag/indexes/shards/anchor/f4.jsonl
+++ b/kag/indexes/shards/anchor/f4.jsonl
@@ -34,6 +34,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:61b22ebdfaca43f7647707c8:aoa:abyss-stack:anchor:d7452844fb54b58c56d67296","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d7452844fb54b58c56d67296","label":"Source surfaces","locator":{"end_column":18,"end_line":81,"fragment":"source-surfaces","pointer":"","start_column":1,"start_line":81},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:source-surfaces","source_id":"aoa:abyss-stack:artifact:61b22ebdfaca43f7647707c8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239:aoa:abyss-stack:anchor:ff647cfc5f60cd078558327c","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ff647cfc5f60cd078558327c","label":"_owner_freshness","locator":{"end_column":22,"end_line":520,"fragment":"","pointer":"","start_column":5,"start_line":480},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._owner_freshness","target_ref":"python:exact.read_owner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._owner_freshness","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._owner_freshness","target_ref":"python:owner.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._owner_freshness","target_ref":"python:self._exact"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._owner_freshness","target_ref":"python:self.canonical.owner_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._owner_freshness","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:KagApplication._owner_freshness","target_ref":"python:type"}],"parser_ref":"python-ast@1","qualified_name":"KagApplication._owner_freshness","semantic_key":"python:method:KagApplication._owner_freshness","source_id":"aoa:abyss-stack:artifact:61b337938f7fa3a1ebc79239","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:626710d4733b10e01525e744:aoa:abyss-stack:anchor:801e82d5eb3c2aab8ce30a3e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:801e82d5eb3c2aab8ce30a3e","label":"_preflight_json_integer","locator":{"end_column":10,"end_line":185,"fragment":"","pointer":"","start_column":1,"start_line":172},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_preflight_json_integer","target_ref":"python:LandingEffectGrantError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_preflight_json_integer","target_ref":"python:int.__abs__"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_preflight_json_integer","target_ref":"python:int.bit_length"}],"parser_ref":"python-ast@1","qualified_name":"_preflight_json_integer","semantic_key":"python:function:_preflight_json_integer","source_id":"aoa:abyss-stack:artifact:626710d4733b10e01525e744","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:d4982aa816bab68168116e2f","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d4982aa816bab68168116e2f","label":"race","locator":{"end_column":59,"end_line":2912,"fragment":"","pointer":"","start_column":9,"start_line":2907},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt.race","target_ref":"python:original_read_and_parse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt.race","target_ref":"python:self.write_source"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt.race","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_canary_source_change_records_failed_operation_receipt.race","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6743f9d31fab292702dfd8c0:aoa:abyss-stack:anchor:c3fbf719e1a5675a0bbf251c","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:c3fbf719e1a5675a0bbf251c","label":"Structured advisory reads","locator":{"end_column":28,"end_line":34,"fragment":"structured-advisory-reads","pointer":"","start_column":1,"start_line":34},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:structured-advisory-reads","source_id":"aoa:abyss-stack:artifact:6743f9d31fab292702dfd8c0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:378592b56f01fb41a6e97bb2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:378592b56f01fb41a6e97bb2","label":"_call_visible","locator":{"end_column":96,"end_line":2736,"fragment":"","pointer":"","start_column":1,"start_line":2728},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_call_visible","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_call_visible","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_call_visible","target_ref":"python:contextlib.redirect_stdout"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_call_visible","target_ref":"python:handler"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_call_visible","target_ref":"python:io.StringIO"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_call_visible","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_call_visible","semantic_key":"python:function:_call_visible","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:72f2a4d580ffbb070b5cd1c3:aoa:abyss-stack:anchor:69e69777f9f77fabf155552c","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:69e69777f9f77fabf155552c","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:72f2a4d580ffbb070b5cd1c3","symbol_kind":"json_key"}
diff --git a/kag/indexes/shards/anchor/f5.jsonl b/kag/indexes/shards/anchor/f5.jsonl
index 5cbd00b129..8540e09109 100644
--- a/kag/indexes/shards/anchor/f5.jsonl
+++ b/kag/indexes/shards/anchor/f5.jsonl
@@ -69,6 +69,8 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f235ad4d8127c4a865999d1:aoa:abyss-stack:anchor:a098cb47e000568b5e1e60e1","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:a098cb47e000568b5e1e60e1","label":"public_safe","locator":{"end_column":17,"end_line":60,"fragment":"","pointer":"/public_safe","start_column":1,"start_line":60},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/public_safe","source_id":"aoa:abyss-stack:artifact:8f235ad4d8127c4a865999d1","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:8fa1c371a39ffb674d607d97:aoa:abyss-stack:anchor:260142c4d4f9089e24ffb085","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:260142c4d4f9089e24ffb085","label":"verify_translation_source_manifest","locator":{"end_column":20,"end_line":717,"fragment":"","pointer":"","start_column":1,"start_line":613},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:TranslationSourceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:_canonical_sha256"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:_schema_issues"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:_within"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:_within"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:_within"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:artifact_payloads.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:artifact_payloads.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:artifact_payloads.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:comparator.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:comparator.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:comparator.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:current_set.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:first_complete_sentence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:fragment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:issues.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:manifest.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:manifest_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:mechanical_candidate_hazards"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:path.read_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:path.stat"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:receipt_path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:record.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:verify_translation_source_manifest","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"verify_translation_source_manifest","semantic_key":"python:function:verify_translation_source_manifest","source_id":"aoa:abyss-stack:artifact:8fa1c371a39ffb674d607d97","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:99830f7811fc3c7c2222673c:aoa:abyss-stack:anchor:e403cbb00fed2fe0820831d3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e403cbb00fed2fe0820831d3","label":"verify_token","locator":{"end_column":10,"end_line":63,"fragment":"","pointer":"","start_column":5,"start_line":51},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StaticBearerTokenVerifier.verify_token","target_ref":"python:AccessToken"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StaticBearerTokenVerifier.verify_token","target_ref":"python:hmac.compare_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:StaticBearerTokenVerifier.verify_token","target_ref":"python:token.encode"}],"parser_ref":"python-ast@1","qualified_name":"StaticBearerTokenVerifier.verify_token","semantic_key":"python:method:StaticBearerTokenVerifier.verify_token","source_id":"aoa:abyss-stack:artifact:99830f7811fc3c7c2222673c","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:93195bc97008e28c72a0e392","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:93195bc97008e28c72a0e392","label":"_anchor_is_well_formed","locator":{"end_column":55,"end_line":1740,"fragment":"","pointer":"","start_column":1,"start_line":1716},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed","target_ref":"python:coordinates.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed","target_ref":"python:decimal"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed","target_ref":"python:end.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed","target_ref":"python:int"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed","target_ref":"python:start.split"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_anchor_is_well_formed","target_ref":"python:value.startswith"}],"parser_ref":"python-ast@1","qualified_name":"_anchor_is_well_formed","semantic_key":"python:function:_anchor_is_well_formed","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:e89fe1fdad8fd5122e95e974","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e89fe1fdad8fd5122e95e974","label":"_shebang_interpreter","locator":{"end_column":23,"end_line":421,"fragment":"","pointer":"","start_column":1,"start_line":389},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:first_line.startswith"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:handle.readline"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:interpreter.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:os.access"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:path.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_shebang_interpreter","target_ref":"python:shebang.split"}],"parser_ref":"python-ast@1","qualified_name":"_shebang_interpreter","semantic_key":"python:function:_shebang_interpreter","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a14a61d81b96599252d4579e:aoa:abyss-stack:anchor:ac9304aec04a902d76b62225","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ac9304aec04a902d76b62225","label":"interrupt_path","locator":{"end_column":63,"end_line":218,"fragment":"","pointer":"","start_column":1,"start_line":217},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:interrupt_path","target_ref":"python:scenario_root"}],"parser_ref":"python-ast@1","qualified_name":"interrupt_path","semantic_key":"python:function:interrupt_path","source_id":"aoa:abyss-stack:artifact:a14a61d81b96599252d4579e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8:aoa:abyss-stack:anchor:d20318f1d38e0b9e82289623","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:d20318f1d38e0b9e82289623","label":"\"redis-server\"","locator":{"end_column":22,"end_line":59,"fragment":"","pointer":"/services/redis/command/0","start_column":7,"start_line":59},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/services/redis/command/0","source_id":"aoa:abyss-stack:artifact:a2ddadaf60f4a20514e6f7b8","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c:aoa:abyss-stack:anchor:a43b7f89d4a83f93c02b80b7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a43b7f89d4a83f93c02b80b7","label":"classify_retention","locator":{"end_column":6,"end_line":279,"fragment":"","pointer":"","start_column":1,"start_line":216},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:all_packet_refs.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:entry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:entry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:entry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:entry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:entry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:entry.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:latest_by_target_label.keys"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:latest_by_target_label.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:latest_packet_refs.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:classify_retention","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"classify_retention","semantic_key":"python:function:classify_retention","source_id":"aoa:abyss-stack:artifact:a435a093d01c3efeaad7ab2c","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/f6.jsonl b/kag/indexes/shards/anchor/f6.jsonl
index 3d22dd53eb..0929fb9e5a 100644
--- a/kag/indexes/shards/anchor/f6.jsonl
+++ b/kag/indexes/shards/anchor/f6.jsonl
@@ -82,6 +82,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:e133f1683e86bb3b8b8edab5:aoa:abyss-stack:anchor:77b07405f3521a4ffe96518e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:77b07405f3521a4ffe96518e","label":"require_aware_time","locator":{"end_column":33,"end_line":158,"fragment":"","pointer":"","start_column":5,"start_line":157},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LinkEvidence.require_aware_time","target_ref":"python:_aware_utc"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LinkEvidence.require_aware_time","target_ref":"python:field_validator"}],"parser_ref":"python-ast@1","qualified_name":"LinkEvidence.require_aware_time","semantic_key":"python:method:LinkEvidence.require_aware_time","source_id":"aoa:abyss-stack:artifact:e133f1683e86bb3b8b8edab5","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e81ab779da452e9d53093ba7:aoa:abyss-stack:anchor:d116b0b3183c5ad4ec703b35","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:d116b0b3183c5ad4ec703b35","label":"record","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/record","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"record","semantic_key":"json:/$defs/record","source_id":"aoa:abyss-stack:artifact:e81ab779da452e9d53093ba7","symbol_kind":"schema_definition"}
 {"_key":"anchor:aoa:abyss-stack:artifact:e85d1fe120dec821c2f1546d:aoa:abyss-stack:anchor:b7fb1dbf7c28806f68927ca2","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:b7fb1dbf7c28806f68927ca2","label":"docs/decisions/indexes/by-surface.md","locator":{"end_column":40,"end_line":9,"fragment":"","pointer":"/generated_indexes/3","start_column":3,"start_line":9},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/generated_indexes/3","source_id":"aoa:abyss-stack:artifact:e85d1fe120dec821c2f1546d","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f:aoa:abyss-stack:anchor:acc58e0a60550efe3fe8461a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:acc58e0a60550efe3fe8461a","label":"$schema","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$schema","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/$schema","source_id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:ea418373a3de408f7f920b8b:aoa:abyss-stack:anchor:9a236ef0fe04860f5650f695","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:9a236ef0fe04860f5650f695","label":"auth_enabled","locator":{"end_column":19,"end_line":1,"fragment":"","pointer":"/auth_enabled","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/auth_enabled","source_id":"aoa:abyss-stack:artifact:ea418373a3de408f7f920b8b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:ebd094489b277783f911ea74:aoa:abyss-stack:anchor:89df2002495996f21d6363ae","_kind":"anchor","anchor_kind":"markdown_link","id":"aoa:abyss-stack:anchor:89df2002495996f21d6363ae","label":"ABYSS-STACK-D-0103 Compose Independent Codex Hook Fragments","locator":{"end_column":131,"end_line":24,"fragment":"","pointer":"","start_column":3,"start_line":24},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"references","source_context":"heading:config-projection","target_ref":"../ABYSS-STACK-D-0103-compose-independent-codex-hook-fragments.md"}],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"link:24:3:0:../ABYSS-STACK-D-0103-compose-independent-codex-hook-fragments.md","source_id":"aoa:abyss-stack:artifact:ebd094489b277783f911ea74","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:f84604baad2b75e1c86d209f:aoa:abyss-stack:anchor:3e4161fe9508108f847eed05","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3e4161fe9508108f847eed05","label":"owner_port_read","locator":{"end_column":10,"end_line":538,"fragment":"","pointer":"","start_column":5,"start_line":391},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:StatsAccessError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:StatsAccessError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:_child_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:branch.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:branch.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:branch.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:branch.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:branch.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:inventory.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:inventory.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:materialization_counts.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:measurement.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:next"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:port.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:port.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:port.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:port.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:port.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:port.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:port.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:port.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:port.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:port.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:self._inventory_entries"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:self._owner_entry"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:self._owner_materialization"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:self._owner_materialization"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:self._owner_root"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:self._port_relative"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:self.owner_inventory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AoAStatsMCPState.owner_port_read","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"AoAStatsMCPState.owner_port_read","semantic_key":"python:method:AoAStatsMCPState.owner_port_read","source_id":"aoa:abyss-stack:artifact:f84604baad2b75e1c86d209f","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/f7.jsonl b/kag/indexes/shards/anchor/f7.jsonl
index 300ef31ef9..13f1414bd4 100644
--- a/kag/indexes/shards/anchor/f7.jsonl
+++ b/kag/indexes/shards/anchor/f7.jsonl
@@ -67,6 +67,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:8f180150b69963a16063f684:aoa:abyss-stack:anchor:7523a2bf4aac4d14f9393dbd","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:7523a2bf4aac4d14f9393dbd","label":"validate_runtime_bindings","locator":{"end_column":10,"end_line":96,"fragment":"","pointer":"","start_column":1,"start_line":63},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:SessionMemoryOrganAccessError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:SessionMemoryOrganAccessError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:SessionMemoryOrganAccessError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:SessionMemoryOrganAccessError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:_validate_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:declared_templates.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:declared_tools.values"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_runtime_bindings","target_ref":"python:set"}],"parser_ref":"python-ast@1","qualified_name":"validate_runtime_bindings","semantic_key":"python:function:validate_runtime_bindings","source_id":"aoa:abyss-stack:artifact:8f180150b69963a16063f684","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9a2daa8b86644f570884688d:aoa:abyss-stack:anchor:a5bd0c6d50a24600c37d8328","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a5bd0c6d50a24600c37d8328","label":"set_path","locator":{"end_column":35,"end_line":132,"fragment":"","pointer":"","start_column":1,"start_line":117},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:set_path","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:set_path","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:set_path","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:set_path","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:set_path","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:set_path","target_ref":"python:isinstance"}],"parser_ref":"python-ast@1","qualified_name":"set_path","semantic_key":"python:function:set_path","source_id":"aoa:abyss-stack:artifact:9a2daa8b86644f570884688d","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1:aoa:abyss-stack:anchor:08cbc65cac11291730515cb3","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:08cbc65cac11291730515cb3","label":"_snapshot_payload","locator":{"end_column":6,"end_line":355,"fragment":"","pointer":"","start_column":1,"start_line":336},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_snapshot_payload","target_ref":"python:_normalize_json_integer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_snapshot_payload","target_ref":"python:_normalize_json_integer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_snapshot_payload","target_ref":"python:_normalize_json_integer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_snapshot_payload","target_ref":"python:_normalize_json_integer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_snapshot_payload","target_ref":"python:dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_snapshot_payload","target_ref":"python:normalized_inputs.append"}],"parser_ref":"python-ast@1","qualified_name":"_snapshot_payload","semantic_key":"python:function:_snapshot_payload","source_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:db12d92d104aa7e61b2af88b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:db12d92d104aa7e61b2af88b","label":"__init__","locator":{"end_column":10,"end_line":3968,"fragment":"","pointer":"","start_column":5,"start_line":3936},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.__init__","target_ref":"python:copy.deepcopy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.__init__","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.__init__","target_ref":"python:self._machine_evidence_summary"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.__init__","semantic_key":"python:method:LiveCodeIntelligenceRuntime.__init__","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:952c70a3e96a57d23d1e9816","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:952c70a3e96a57d23d1e9816","label":"__init__","locator":{"end_column":64,"end_line":396,"fragment":"","pointer":"","start_column":5,"start_line":394},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"FakeRunner.__init__","semantic_key":"python:method:FakeRunner.__init__","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a69f509720de6f4404329b0b:aoa:abyss-stack:anchor:ca3d2b0139e1aee08ad6e6c4","_kind":"anchor","anchor_kind":"yaml_path","id":"aoa:abyss-stack:anchor:ca3d2b0139e1aee08ad6e6c4","label":"activation","locator":{"end_column":11,"end_line":28,"fragment":"","pointer":"/activation","start_column":1,"start_line":28},"outbound_refs":[],"parser_ref":"aoa-yaml-path@1","qualified_name":"","semantic_key":"yaml:/activation","source_id":"aoa:abyss-stack:artifact:a69f509720de6f4404329b0b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:058c1239804cd22478d1b302","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:058c1239804cd22478d1b302","label":"local evidence","locator":{"end_column":17,"end_line":520,"fragment":"local-evidence","pointer":"","start_column":1,"start_line":520},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:local-evidence","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/f9.jsonl b/kag/indexes/shards/anchor/f9.jsonl
index 372a5e6fe9..3abb2acf42 100644
--- a/kag/indexes/shards/anchor/f9.jsonl
+++ b/kag/indexes/shards/anchor/f9.jsonl
@@ -7,6 +7,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:03d8a1cd545727ba3d366f97:aoa:abyss-stack:anchor:c0199a4d156a53fd8ea2627e","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:c0199a4d156a53fd8ea2627e","label":"main","locator":{"end_column":17,"end_line":628,"fragment":"","pointer":"","start_column":1,"start_line":613},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:RuntimeError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:execute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.dumps"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:json.loads"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:sys.stdin.read"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:main","target_ref":"python:type"}],"parser_ref":"python-ast@1","qualified_name":"main","semantic_key":"python:function:main","source_id":"aoa:abyss-stack:artifact:03d8a1cd545727ba3d366f97","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:070046d3ac1483cac58e8963:aoa:abyss-stack:anchor:b878e6cfaa0805840ae1a485","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b878e6cfaa0805840ae1a485","label":"run_synthetic_parity_step","locator":{"end_column":17,"end_line":72,"fragment":"","pointer":"","start_column":1,"start_line":47},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:os.environ.copy"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:print"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:subprocess.list2cmdline"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:subprocess.list2cmdline"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:subprocess.run"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:run_synthetic_parity_step","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"run_synthetic_parity_step","semantic_key":"python:function:run_synthetic_parity_step","source_id":"aoa:abyss-stack:artifact:070046d3ac1483cac58e8963","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:070b4dda2783b0838c17e2ae:aoa:abyss-stack:anchor:acf1011de4d25de77a0b03cc","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:acf1011de4d25de77a0b03cc","label":"Context","locator":{"end_column":10,"end_line":17,"fragment":"context","pointer":"","start_column":1,"start_line":17},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:context","source_id":"aoa:abyss-stack:artifact:070b4dda2783b0838c17e2ae","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79:aoa:abyss-stack:anchor:7c30d006e821d6860427609a","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7c30d006e821d6860427609a","label":"description","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/description","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/description","source_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:0d26fd688fae95342c35ef27:aoa:abyss-stack:anchor:6e578f809eaa3e7f8183949d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:6e578f809eaa3e7f8183949d","label":"Index Metadata","locator":{"end_column":17,"end_line":8,"fragment":"index-metadata","pointer":"","start_column":1,"start_line":8},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:index-metadata","source_id":"aoa:abyss-stack:artifact:0d26fd688fae95342c35ef27","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:0f7d9232592506f54e09f104:aoa:abyss-stack:anchor:1d2a3346b4480784d9dcd2fa","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:1d2a3346b4480784d9dcd2fa","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:0f7d9232592506f54e09f104","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:131bfb571227e2f437d8c061:aoa:abyss-stack:anchor:f7dc2c52bc12541d40fce4d2","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f7dc2c52bc12541d40fce4d2","label":"test_worker_rejects_encoded_result_above_transport_ceiling","locator":{"end_column":84,"end_line":623,"fragment":"","pointer":"","start_column":1,"start_line":617},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_rejects_encoded_result_above_transport_ceiling","target_ref":"python:_request"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_rejects_encoded_result_above_transport_ceiling","target_ref":"python:path.write_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_rejects_encoded_result_above_transport_ceiling","target_ref":"python:pytest.raises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_worker_rejects_encoded_result_above_transport_ceiling","target_ref":"python:run_ephemeral_read_worker"}],"parser_ref":"python-ast@1","qualified_name":"test_worker_rejects_encoded_result_above_transport_ceiling","semantic_key":"python:function:test_worker_rejects_encoded_result_above_transport_ceiling","source_id":"aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","symbol_kind":"function"}
diff --git a/kag/indexes/shards/anchor/fb.jsonl b/kag/indexes/shards/anchor/fb.jsonl
index c638e5c789..da1807c177 100644
--- a/kag/indexes/shards/anchor/fb.jsonl
+++ b/kag/indexes/shards/anchor/fb.jsonl
@@ -62,6 +62,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae:aoa:abyss-stack:anchor:ae6eedb9c6126301a49b3e56","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ae6eedb9c6126301a49b3e56","label":"test_current_repo_runtime_hygiene_contracts_pass","locator":{"end_column":37,"end_line":98,"fragment":"","pointer":"","start_column":5,"start_line":95},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_current_repo_runtime_hygiene_contracts_pass","target_ref":"python:runtime_hygiene.validate_runtime_hygiene_contracts"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:RuntimeHygieneContractTests.test_current_repo_runtime_hygiene_contracts_pass","target_ref":"python:self.assertEqual"}],"parser_ref":"python-ast@1","qualified_name":"RuntimeHygieneContractTests.test_current_repo_runtime_hygiene_contracts_pass","semantic_key":"python:method:RuntimeHygieneContractTests.test_current_repo_runtime_hygiene_contracts_pass","source_id":"aoa:abyss-stack:artifact:9db48f9135a2f6484b130fae","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f:aoa:abyss-stack:anchor:38046dd264ff1c9691687a3d","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:38046dd264ff1c9691687a3d","label":"2026-08-25 - Review repair for manifest digest and mode binding","locator":{"end_column":66,"end_line":97,"fragment":"2026-08-25-review-repair-for-manifest-digest-and-mode-binding","pointer":"","start_column":1,"start_line":97},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:2026-08-25-review-repair-for-manifest-digest-and-mode-binding","source_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb:aoa:abyss-stack:anchor:ba23ec8ae996ab7e830ebc47","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ba23ec8ae996ab7e830ebc47","label":"test_configured_ovms_key_file_fails_closed_when_unreadable","locator":{"end_column":84,"end_line":90,"fragment":"","pointer":"","start_column":5,"start_line":83},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_configured_ovms_key_file_fails_closed_when_unreadable","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_configured_ovms_key_file_fails_closed_when_unreadable","target_ref":"python:load_module"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_configured_ovms_key_file_fails_closed_when_unreadable","target_ref":"python:mock.patch.dict"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_configured_ovms_key_file_fails_closed_when_unreadable","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_configured_ovms_key_file_fails_closed_when_unreadable","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:OvmsLifecycleTests.test_configured_ovms_key_file_fails_closed_when_unreadable","target_ref":"python:tempfile.TemporaryDirectory"}],"parser_ref":"python-ast@1","qualified_name":"OvmsLifecycleTests.test_configured_ovms_key_file_fails_closed_when_unreadable","semantic_key":"python:method:OvmsLifecycleTests.test_configured_ovms_key_file_fails_closed_when_unreadable","source_id":"aoa:abyss-stack:artifact:9f02ac7d11093d88fb5bfecb","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:fbdab9b78f486f59c40d5406","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fbdab9b78f486f59c40d5406","label":"_validated_document_uri","locator":{"end_column":29,"end_line":3812,"fragment":"","pointer":"","start_column":5,"start_line":3796},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validated_document_uri","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validated_document_uri","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validated_document_uri","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validated_document_uri","target_ref":"python:_file_uri_path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validated_document_uri","target_ref":"python:path.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validated_document_uri","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validated_document_uri","target_ref":"python:path.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:ManagedLspSession._validated_document_uri","target_ref":"python:path.relative_to"}],"parser_ref":"python-ast@1","qualified_name":"ManagedLspSession._validated_document_uri","semantic_key":"python:method:ManagedLspSession._validated_document_uri","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73:aoa:abyss-stack:anchor:bf9521b74606fb6f84936bf8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:bf9521b74606fb6f84936bf8","label":"test_artifact_trust_surfaces_are_allowlisted_and_typed","locator":{"end_column":25,"end_line":775,"fragment":"","pointer":"","start_column":1,"start_line":738},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_artifact_trust_surfaces_are_allowlisted_and_typed","target_ref":"python:FakeRunner"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_artifact_trust_surfaces_are_allowlisted_and_typed","target_ref":"python:state.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_artifact_trust_surfaces_are_allowlisted_and_typed","target_ref":"python:state.surface"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_artifact_trust_surfaces_are_allowlisted_and_typed","target_ref":"python:state_with_fake"}],"parser_ref":"python-ast@1","qualified_name":"test_artifact_trust_surfaces_are_allowlisted_and_typed","semantic_key":"python:function:test_artifact_trust_surfaces_are_allowlisted_and_typed","source_id":"aoa:abyss-stack:artifact:a12d3ca9a618f1c7f96aae73","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a4ae041e697e7cd8faf8f30a:aoa:abyss-stack:anchor:42666d0bb7547e1491a0cc67","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:42666d0bb7547e1491a0cc67","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:a4ae041e697e7cd8faf8f30a","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29:aoa:abyss-stack:anchor:26128466fb4557bf7d66a0ef","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:26128466fb4557bf7d66a0ef","label":"One-line model","locator":{"end_column":17,"end_line":3,"fragment":"one-line-model","pointer":"","start_column":1,"start_line":3},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:one-line-model","source_id":"aoa:abyss-stack:artifact:a63a016f620c03a31f6a4a29","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/fc.jsonl b/kag/indexes/shards/anchor/fc.jsonl
index 6a3f90c25e..fa1af3b337 100644
--- a/kag/indexes/shards/anchor/fc.jsonl
+++ b/kag/indexes/shards/anchor/fc.jsonl
@@ -67,6 +67,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:d054cc1bd49ed7eb8bfd8831:aoa:abyss-stack:anchor:3ad25b4f8d1b7ab678f5e316","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3ad25b4f8d1b7ab678f5e316","label":"_collection_name","locator":{"end_column":65,"end_line":176,"fragment":"","pointer":"","start_column":1,"start_line":175},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_collection_name","semantic_key":"python:function:_collection_name","source_id":"aoa:abyss-stack:artifact:d054cc1bd49ed7eb8bfd8831","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:d2585118db220ca2568045cd:aoa:abyss-stack:anchor:5d1a05421081b2dc06925418","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:5d1a05421081b2dc06925418","label":"inspect_human_gold_readiness","locator":{"end_column":6,"end_line":954,"fragment":"","pointer":"","start_column":1,"start_line":788},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:HumanGoldReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:HumanGoldReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:HumanGoldReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:HumanGoldReviewError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:_load_jsonl"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:_record_issues"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:_utc_now"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:all"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:blocked_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:blocked_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:blocked_reasons.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:bool"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:human_review_output.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:human_review_output.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:len"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:manifest_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:manifest_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:row.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:static_expected.items"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:unresolved_ids.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:verify_human_gold_review_manifest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:inspect_human_gold_readiness","target_ref":"python:zip"}],"parser_ref":"python-ast@1","qualified_name":"inspect_human_gold_readiness","semantic_key":"python:function:inspect_human_gold_readiness","source_id":"aoa:abyss-stack:artifact:d2585118db220ca2568045cd","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:d6986dbfa28d29bdc599bbc3:aoa:abyss-stack:anchor:0bca14fb8ee7ffc0ce07ca5d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0bca14fb8ee7ffc0ce07ca5d","label":"_git","locator":{"end_column":36,"end_line":36,"fragment":"","pointer":"","start_column":1,"start_line":29},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_git","target_ref":"python:completed.stdout.strip"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_git","target_ref":"python:str"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_git","target_ref":"python:subprocess.run"}],"parser_ref":"python-ast@1","qualified_name":"_git","semantic_key":"python:function:_git","source_id":"aoa:abyss-stack:artifact:d6986dbfa28d29bdc599bbc3","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80:aoa:abyss-stack:anchor:fcee4514ccc757bbb6a1d9c6","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:fcee4514ccc757bbb6a1d9c6","label":"Changed paths","locator":{"end_column":16,"end_line":55,"fragment":"changed-paths","pointer":"","start_column":1,"start_line":55},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:changed-paths","source_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:d932ce1ad580fb907e0807dc:aoa:abyss-stack:anchor:a317c3784346282e0b5f0413","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a317c3784346282e0b5f0413","label":"schema_version","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/schema_version","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/schema_version","source_id":"aoa:abyss-stack:artifact:d932ce1ad580fb907e0807dc","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:d93ae432aa70ad1c89352350:aoa:abyss-stack:anchor:208c5ec1a02bd9507103e27b","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:208c5ec1a02bd9507103e27b","label":"Canonical runtime policy","locator":{"end_column":27,"end_line":12,"fragment":"canonical-runtime-policy","pointer":"","start_column":1,"start_line":12},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:canonical-runtime-policy","source_id":"aoa:abyss-stack:artifact:d93ae432aa70ad1c89352350","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:e12af5aab3c05c341914f97f:aoa:abyss-stack:anchor:7a20064d9da36ee6554a92a6","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:7a20064d9da36ee6554a92a6","label":"sessionContinuityDefinition","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/$defs/sessionContinuityDefinition","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"sessionContinuityDefinition","semantic_key":"json:/$defs/sessionContinuityDefinition","source_id":"aoa:abyss-stack:artifact:e12af5aab3c05c341914f97f","symbol_kind":"schema_definition"}
diff --git a/kag/indexes/shards/anchor/fd9.jsonl b/kag/indexes/shards/anchor/fd9.jsonl
index 5c34d9b01b..9868513ce7 100644
--- a/kag/indexes/shards/anchor/fd9.jsonl
+++ b/kag/indexes/shards/anchor/fd9.jsonl
@@ -1,5 +1,6 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:1ccd0979e059eaf6d2b2498b:aoa:abyss-stack:anchor:f4d27c1e7fc525ddc60edb04","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:f4d27c1e7fc525ddc60edb04","label":"AGENTS.md","locator":{"end_column":11,"end_line":1,"fragment":"agentsmd","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:agentsmd","source_id":"aoa:abyss-stack:artifact:1ccd0979e059eaf6d2b2498b","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:4c40b8ea8b46d4d62f3738fe:aoa:abyss-stack:anchor:ba3ddeb23b45c924cef6627b","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ba3ddeb23b45c924cef6627b","label":"_write_exact","locator":{"end_column":14,"end_line":333,"fragment":"","pointer":"","start_column":1,"start_line":312},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:StudyPreparationError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:StudyPreparationError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:handle.fileno"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:handle.flush"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:handle.write"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:os.fdopen"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:os.fsync"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:os.open"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:path.parent.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:path.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_write_exact","target_ref":"python:path.unlink"}],"parser_ref":"python-ast@1","qualified_name":"_write_exact","semantic_key":"python:function:_write_exact","source_id":"aoa:abyss-stack:artifact:4c40b8ea8b46d4d62f3738fe","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:69b26a30c8346631d7633846:aoa:abyss-stack:anchor:a74258d6d17b88c6c2864fbf","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a74258d6d17b88c6c2864fbf","label":"description","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/description","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/description","source_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:e1cde659618d6b0e30496345","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e1cde659618d6b0e30496345","label":"_validate_output_path","locator":{"end_column":16,"end_line":1737,"fragment":"","pointer":"","start_column":1,"start_line":1724},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_output_path","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_output_path","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_output_path","target_ref":"python:ExternalCodexReturnError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_output_path","target_ref":"python:path.exists"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_output_path","target_ref":"python:path.is_absolute"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_output_path","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_output_path","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_output_path","target_ref":"python:path.parent.is_dir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_validate_output_path","target_ref":"python:path.parent.is_symlink"}],"parser_ref":"python-ast@1","qualified_name":"_validate_output_path","semantic_key":"python:function:_validate_output_path","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:874770b82440579ca24bf934:aoa:abyss-stack:anchor:d96dcf7da0f7a3ccb88d7a98","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:d96dcf7da0f7a3ccb88d7a98","label":"Follow-up route","locator":{"end_column":18,"end_line":47,"fragment":"follow-up-route","pointer":"","start_column":1,"start_line":47},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:follow-up-route","source_id":"aoa:abyss-stack:artifact:874770b82440579ca24bf934","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:f2dcc71adbf2772e4ef4229e:aoa:abyss-stack:anchor:53da914aaf86ec14ec06a709","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:53da914aaf86ec14ec06a709","label":"runtime mechanics","locator":{"end_column":20,"end_line":10,"fragment":"runtime-mechanics","pointer":"","start_column":1,"start_line":10},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:runtime-mechanics","source_id":"aoa:abyss-stack:artifact:f2dcc71adbf2772e4ef4229e","symbol_kind":""}
diff --git a/kag/indexes/shards/anchor/fdd.jsonl b/kag/indexes/shards/anchor/fdd.jsonl
index ac4cdddaff..bacdaf33c9 100644
--- a/kag/indexes/shards/anchor/fdd.jsonl
+++ b/kag/indexes/shards/anchor/fdd.jsonl
@@ -1,2 +1,3 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:19b76eff7f91af34a0898585:aoa:abyss-stack:anchor:2df200438c689255d36c4623","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:2df200438c689255d36c4623","label":"targets","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/targets","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/targets","source_id":"aoa:abyss-stack:artifact:19b76eff7f91af34a0898585","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:1d7dfe971174a0154a138980:aoa:abyss-stack:anchor:aec52cb32378f1642a123f08","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:aec52cb32378f1642a123f08","label":"test_kraken_party_sigterm_is_typed_as_experimental_stop","locator":{"end_column":64,"end_line":750,"fragment":"","pointer":"","start_column":1,"start_line":748},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_sigterm_is_typed_as_experimental_stop","target_ref":"python:kraken_party_ocr._stop_on_sigterm"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_kraken_party_sigterm_is_typed_as_experimental_stop","target_ref":"python:pytest.raises"}],"parser_ref":"python-ast@1","qualified_name":"test_kraken_party_sigterm_is_typed_as_experimental_stop","semantic_key":"python:function:test_kraken_party_sigterm_is_typed_as_experimental_stop","source_id":"aoa:abyss-stack:artifact:1d7dfe971174a0154a138980","symbol_kind":"function"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:f6602672f2b711e80d415899","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f6602672f2b711e80d415899","label":"LiveCodeIntelligenceRuntime","locator":{"end_column":10,"end_line":7336,"fragment":"","pointer":"","start_column":1,"start_line":3933},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime","semantic_key":"python:class:LiveCodeIntelligenceRuntime","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"class"}
diff --git a/kag/indexes/shards/anchor/fe.jsonl b/kag/indexes/shards/anchor/fe.jsonl
index 85174f13c3..c1454f8838 100644
--- a/kag/indexes/shards/anchor/fe.jsonl
+++ b/kag/indexes/shards/anchor/fe.jsonl
@@ -38,6 +38,7 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:6792a9887f22b937aa291a1d:aoa:abyss-stack:anchor:4ff76d5cad0dcf5e4af48258","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:4ff76d5cad0dcf5e4af48258","label":"access_strategy","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/access_strategy","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/access_strategy","source_id":"aoa:abyss-stack:artifact:6792a9887f22b937aa291a1d","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6a886c44d0ef5560636e39b0:aoa:abyss-stack:anchor:309b1ebded0a226ca7f7ea72","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:309b1ebded0a226ca7f7ea72","label":"Best For","locator":{"end_column":11,"end_line":9,"fragment":"best-for","pointer":"","start_column":1,"start_line":9},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:best-for","source_id":"aoa:abyss-stack:artifact:6a886c44d0ef5560636e39b0","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b:aoa:abyss-stack:anchor:930c6ce19487a404443ca3b7","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:930c6ce19487a404443ca3b7","label":"type","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/type","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/type","source_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","symbol_kind":"json_key"}
+{"_key":"anchor:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879:aoa:abyss-stack:anchor:ea56b029bbe4566f1fcc51d1","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:ea56b029bbe4566f1fcc51d1","label":"reentry_request","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/reentry_request","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/reentry_request","source_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:72d0dcb85e4210a37a423d63:aoa:abyss-stack:anchor:fb012004e50fca15aab0049a","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:fb012004e50fca15aab0049a","label":"AbyssMCPServer","locator":{"end_column":10,"end_line":190,"fragment":"","pointer":"","start_column":1,"start_line":120},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"AbyssMCPServer","semantic_key":"python:class:AbyssMCPServer","source_id":"aoa:abyss-stack:artifact:72d0dcb85e4210a37a423d63","symbol_kind":"class"}
 {"_key":"anchor:aoa:abyss-stack:artifact:737d927c9205f307e6eca021:aoa:abyss-stack:anchor:a1171b9f86c35a3de3e92c49","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a1171b9f86c35a3de3e92c49","label":"title","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/title","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/title","source_id":"aoa:abyss-stack:artifact:737d927c9205f307e6eca021","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:738654194bdcb1fdc161386c:aoa:abyss-stack:anchor:89a1aefc8681de88ba31cc42","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:89a1aefc8681de88ba31cc42","label":"add_string","locator":{"end_column":77,"end_line":495,"fragment":"","pointer":"","start_column":5,"start_line":493},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes.add_string","target_ref":"python:attrs.append"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_otlp_attributes.add_string","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_otlp_attributes.add_string","semantic_key":"python:method:_otlp_attributes.add_string","source_id":"aoa:abyss-stack:artifact:738654194bdcb1fdc161386c","symbol_kind":"method"}
diff --git a/kag/indexes/shards/anchor/ff.jsonl b/kag/indexes/shards/anchor/ff.jsonl
index 2a7528e515..5ac20713ea 100644
--- a/kag/indexes/shards/anchor/ff.jsonl
+++ b/kag/indexes/shards/anchor/ff.jsonl
@@ -26,6 +26,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8:aoa:abyss-stack:anchor:9641c5339bb1b93af7de2383","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:9641c5339bb1b93af7de2383","label":"validate_json","locator":{"end_column":6,"end_line":1632,"fragment":"","pointer":"","start_column":1,"start_line":1626},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_json","target_ref":"python:_validate_json_against_schema"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:validate_json","target_ref":"python:load_schema"}],"parser_ref":"python-ast@1","qualified_name":"validate_json","semantic_key":"python:function:validate_json","source_id":"aoa:abyss-stack:artifact:512661b00d1a8117479fa5d8","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e:aoa:abyss-stack:anchor:f9a3a5e35284c98a2806da87","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:f9a3a5e35284c98a2806da87","label":"test_status_preserves_observed_non_kitty_comm_on_drift","locator":{"end_column":25,"end_line":5303,"fragment":"","pointer":"","start_column":1,"start_line":5278},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_preserves_observed_non_kitty_comm_on_drift","target_ref":"python:MODULE._observe_terminal_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_preserves_observed_non_kitty_comm_on_drift","target_ref":"python:_terminal_binding_fixture"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_preserves_observed_non_kitty_comm_on_drift","target_ref":"python:listener.close"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_preserves_observed_non_kitty_comm_on_drift","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_preserves_observed_non_kitty_comm_on_drift","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_preserves_observed_non_kitty_comm_on_drift","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_preserves_observed_non_kitty_comm_on_drift","target_ref":"python:monkeypatch.setattr"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:test_status_preserves_observed_non_kitty_comm_on_drift","target_ref":"python:monkeypatch.setattr"}],"parser_ref":"python-ast@1","qualified_name":"test_status_preserves_observed_non_kitty_comm_on_drift","semantic_key":"python:function:test_status_preserves_observed_non_kitty_comm_on_drift","source_id":"aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:5a1bbcf29ad3ebd1ce25d7e6:aoa:abyss-stack:anchor:d25eb6edf50c5ecd214e0529","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d25eb6edf50c5ecd214e0529","label":"add_edge","locator":{"end_column":10,"end_line":500,"fragment":"","pointer":"","start_column":5,"start_line":491},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:build_decision_graph.add_edge","target_ref":"python:edges.setdefault"}],"parser_ref":"python-ast@1","qualified_name":"build_decision_graph.add_edge","semantic_key":"python:method:build_decision_graph.add_edge","source_id":"aoa:abyss-stack:artifact:5a1bbcf29ad3ebd1ce25d7e6","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:a3b484d0d2b14c4b72b83e8d","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a3b484d0d2b14c4b72b83e8d","label":"test_lsp_launch_rejects_changed_runtime_dependency_manifest","locator":{"end_column":57,"end_line":598,"fragment":"","pointer":"","start_column":5,"start_line":568},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:ManagedLspSession"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:_digest_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:dependency.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:dependency.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:runtime_root.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:self.admitted_config"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:self.assertRaisesRegex"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:self.machine_evidence"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:self.source.as_uri"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:server.chmod"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:server.read_bytes"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:server.write_text"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:session.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_lsp_launch_rejects_changed_runtime_dependency_manifest","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:a59962950ed86f031d9d0207","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:a59962950ed86f031d9d0207","label":"test_state_readers_hold_refresh_lock_for_complete_snapshot","locator":{"end_column":47,"end_line":1400,"fragment":"","pointer":"","start_column":5,"start_line":1366},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:mock.patch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:mock.patch.object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:reader.is_alive"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:reader.join"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:reader.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:reader_entered.wait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:refresher.is_alive"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:refresher.join"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:refresher.start"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:release_reader.set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:scan_entered.is_set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:scan_entered.wait"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:self.assertFalse"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:self.assertTrue"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:self.runtime.refresh"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:self.write_source"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:threading.Event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:threading.Event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:threading.Event"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:threading.Thread"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","target_ref":"python:threading.Thread"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_state_readers_hold_refresh_lock_for_complete_snapshot","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8:aoa:abyss-stack:anchor:d16d276b14b6ef30cf7ca0d5","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d16d276b14b6ef30cf7ca0d5","label":"test_source_and_state_root_symlinks_are_rejected_before_resolution","locator":{"end_column":14,"end_line":2091,"fragment":"","pointer":"","start_column":5,"start_line":2072},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_root_symlinks_are_rejected_before_resolution","target_ref":"python:LiveCodeIntelligenceConfig"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_root_symlinks_are_rejected_before_resolution","target_ref":"python:LiveCodeIntelligenceConfig"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_root_symlinks_are_rejected_before_resolution","target_ref":"python:outside_source.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_root_symlinks_are_rejected_before_resolution","target_ref":"python:outside_state.mkdir"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_root_symlinks_are_rejected_before_resolution","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_root_symlinks_are_rejected_before_resolution","target_ref":"python:self.assertRaises"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_root_symlinks_are_rejected_before_resolution","target_ref":"python:source_link.symlink_to"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntimeTests.test_source_and_state_root_symlinks_are_rejected_before_resolution","target_ref":"python:state_link.symlink_to"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntimeTests.test_source_and_state_root_symlinks_are_rejected_before_resolution","semantic_key":"python:method:LiveCodeIntelligenceRuntimeTests.test_source_and_state_root_symlinks_are_rejected_before_resolution","source_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2:aoa:abyss-stack:anchor:d0e68e2c40940bcac9300e03","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:d0e68e2c40940bcac9300e03","label":"_verify_prepared_run","locator":{"end_column":42,"end_line":172,"fragment":"","pointer":"","start_column":1,"start_line":153},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:TesseractOcrError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:_load_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:_sha256_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:admission.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:experiment.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:preflight.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:preflight.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:receipt.get"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:runtime_manifest_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:runtime_manifest_path.resolve"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_verify_prepared_run","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_verify_prepared_run","semantic_key":"python:function:_verify_prepared_run","source_id":"aoa:abyss-stack:artifact:6bb62d4b561f1bea5810d7f2","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e:aoa:abyss-stack:anchor:b98286a6820e4b84f0ac6d71","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:b98286a6820e4b84f0ac6d71","label":"_probe_owner_goal_binding","locator":{"end_column":61,"end_line":405,"fragment":"","pointer":"","start_column":1,"start_line":381},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_probe_owner_goal_binding","target_ref":"python:_AppServerCandidateMismatch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_probe_owner_goal_binding","target_ref":"python:_goal_object"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_probe_owner_goal_binding","target_ref":"python:_initialize_rpc"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_probe_owner_goal_binding","target_ref":"python:_validate_goal_binding"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_probe_owner_goal_binding","target_ref":"python:rpc.call"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_probe_owner_goal_binding","target_ref":"python:rpc_factory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_probe_owner_goal_binding","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_probe_owner_goal_binding","semantic_key":"python:function:_probe_owner_goal_binding","source_id":"aoa:abyss-stack:artifact:6d2eac89911f7121b0a7e22e","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:733198fdd96c173c71d7cd90:aoa:abyss-stack:anchor:e5d4782570b879f9a378ad16","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:e5d4782570b879f9a378ad16","label":"run","locator":{"end_column":51,"end_line":175,"fragment":"","pointer":"","start_column":5,"start_line":162},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:kwargs.setdefault"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:AbyssMCPServer.run","target_ref":"python:super"}],"parser_ref":"python-ast@1","qualified_name":"AbyssMCPServer.run","semantic_key":"python:method:AbyssMCPServer.run","source_id":"aoa:abyss-stack:artifact:733198fdd96c173c71d7cd90","symbol_kind":"method"}
@@ -49,6 +52,9 @@
 {"_key":"anchor:aoa:abyss-stack:artifact:9c15f385bbc1a5a35366bcde:aoa:abyss-stack:anchor:bcbe77109c4e05a023e3f6b3","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:bcbe77109c4e05a023e3f6b3","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9c15f385bbc1a5a35366bcde","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:9db365eda4f692e34af3986b:aoa:abyss-stack:anchor:0c9ca8d7b579966bcfa7bf88","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:0c9ca8d7b579966bcfa7bf88","label":"_measure_paths","locator":{"end_column":18,"end_line":327,"fragment":"","pointer":"","start_column":1,"start_line":320},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_measure_paths","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_measure_paths","target_ref":"python:ValueError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_measure_paths","target_ref":"python:_expand"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_measure_paths","target_ref":"python:_file_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_measure_paths","target_ref":"python:path.is_file"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_measure_paths","target_ref":"python:path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:_measure_paths","target_ref":"python:str"}],"parser_ref":"python-ast@1","qualified_name":"_measure_paths","semantic_key":"python:function:_measure_paths","source_id":"aoa:abyss-stack:artifact:9db365eda4f692e34af3986b","symbol_kind":"function"}
 {"_key":"anchor:aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155:aoa:abyss-stack:anchor:2ba2f5eb46c18391ba0b1c3d","_kind":"anchor","anchor_kind":"artifact","id":"aoa:abyss-stack:anchor:2ba2f5eb46c18391ba0b1c3d","label":"$artifact","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"aoa-artifact@1","qualified_name":"","semantic_key":"$artifact","source_id":"aoa:abyss-stack:artifact:9dd2df01bd86c7617b835155","symbol_kind":""}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:3a2da1357b56ed5bacf5ebb7","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:3a2da1357b56ed5bacf5ebb7","label":"path_list","locator":{"end_column":31,"end_line":5682,"fragment":"","pointer":"","start_column":9,"start_line":5670},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","target_ref":"python:Path"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","target_ref":"python:any"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","target_ref":"python:isinstance"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","target_ref":"python:list"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","target_ref":"python:set"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","target_ref":"python:sorted"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","semantic_key":"python:method:LiveCodeIntelligenceRuntime._persisted_state_is_well_formed.path_list","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:590b33e12421f1e3757cfcd8","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:590b33e12421f1e3757cfcd8","label":"_BoundedQueryRows","locator":{"end_column":10,"end_line":2618,"fragment":"","pointer":"","start_column":1,"start_line":2586},"outbound_refs":[],"parser_ref":"python-ast@1","qualified_name":"_BoundedQueryRows","semantic_key":"python:class:_BoundedQueryRows","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"class"}
+{"_key":"anchor:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e:aoa:abyss-stack:anchor:ba12ad8a60ead6169487b174","_kind":"anchor","anchor_kind":"python_symbol","id":"aoa:abyss-stack:anchor:ba12ad8a60ead6169487b174","label":"rollback","locator":{"end_column":14,"end_line":6990,"fragment":"","pointer":"","start_column":5,"start_line":6887},"outbound_refs":[{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:LiveCodeIntelligenceError"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:_read_json"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:_write_json_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:_write_json_atomic"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._operation_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._operation_result"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._prepare_operation_receipt_directory"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._refresh_lock"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._restore_json_snapshot"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._state_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._state_epoch"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._state_pointer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._state_pointer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._state_pointer"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._transition_digest"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._write_operation_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._write_operation_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self._write_operation_receipt"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self.candidate_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self.candidate_path.is_symlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self.candidate_path.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self.candidate_path.unlink"},{"evidence_class":"deterministic","relation_kind":"calls","source_context":"python:LiveCodeIntelligenceRuntime.rollback","target_ref":"python:self.current_path.unlink"}],"parser_ref":"python-ast@1","qualified_name":"LiveCodeIntelligenceRuntime.rollback","semantic_key":"python:method:LiveCodeIntelligenceRuntime.rollback","source_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","symbol_kind":"method"}
 {"_key":"anchor:aoa:abyss-stack:artifact:a43aa5630db051d26266922e:aoa:abyss-stack:anchor:147252312d50e15d5d9941f2","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:147252312d50e15d5d9941f2","label":"Rings","locator":{"end_column":8,"end_line":6,"fragment":"rings","pointer":"","start_column":1,"start_line":6},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:rings","source_id":"aoa:abyss-stack:artifact:a43aa5630db051d26266922e","symbol_kind":""}
 {"_key":"anchor:aoa:abyss-stack:artifact:a47d71b9cbd98a3e1e661c6a:aoa:abyss-stack:anchor:a1bbdd3c14a7d74ce2f5b3be","_kind":"anchor","anchor_kind":"json_pointer","id":"aoa:abyss-stack:anchor:a1bbdd3c14a7d74ce2f5b3be","label":"required","locator":{"end_column":1,"end_line":1,"fragment":"","pointer":"/required","start_column":1,"start_line":1},"outbound_refs":[],"parser_ref":"python-json@1","qualified_name":"","semantic_key":"json:/required","source_id":"aoa:abyss-stack:artifact:a47d71b9cbd98a3e1e661c6a","symbol_kind":"json_key"}
 {"_key":"anchor:aoa:abyss-stack:artifact:acd156903f044a996b858398:aoa:abyss-stack:anchor:31eac77c1eea45692407e176","_kind":"anchor","anchor_kind":"markdown_heading","id":"aoa:abyss-stack:anchor:31eac77c1eea45692407e176","label":"policy plane","locator":{"end_column":15,"end_line":598,"fragment":"policy-plane","pointer":"","start_column":1,"start_line":598},"outbound_refs":[],"parser_ref":"aoa-markdown@1","qualified_name":"","semantic_key":"heading:policy-plane","source_id":"aoa:abyss-stack:artifact:acd156903f044a996b858398","symbol_kind":""}
diff --git a/kag/indexes/shards/event/06.jsonl b/kag/indexes/shards/event/06.jsonl
index da8ce08648..94471220af 100644
--- a/kag/indexes/shards/event/06.jsonl
+++ b/kag/indexes/shards/event/06.jsonl
@@ -1,3 +1,4 @@
+{"_key":"event:aoa:abyss-stack:event:0b86ff9a79433ba8b9e54153","_kind":"event","actor":{"email":"gerhmangrant@gmail.com","name":"Dionysus"},"anchor_ids":["aoa:abyss-stack:anchor:16aa52dbcde8a245a08d6367","aoa:abyss-stack:anchor:1c2e5734f3689e458c6e03c5","aoa:abyss-stack:anchor:1d67f13f738324736534f185","aoa:abyss-stack:anchor:264ced1aa45f28cfc78d3d70","aoa:abyss-stack:anchor:3ac8a804d7638c664dc1b089","aoa:abyss-stack:anchor:3ea9187c0842571caa2d59cf","aoa:abyss-stack:anchor:558e09be06be2c689173e4d2","aoa:abyss-stack:anchor:5632f9060c29d4aed4c99834","aoa:abyss-stack:anchor:60a7ca0f77c55153c64b1eb4","aoa:abyss-stack:anchor:7119cb40a94525df7a296b0b","aoa:abyss-stack:anchor:7d33bbf20a22822f8147948d","aoa:abyss-stack:anchor:7d76378b12ef769547f9a552","aoa:abyss-stack:anchor:8661eb501dbaa61072653d7b","aoa:abyss-stack:anchor:872bba44b9b0cb23a9a0ba1e","aoa:abyss-stack:anchor:879a947e6293e1de17251809","aoa:abyss-stack:anchor:af51ce6a3b6fd621480bd4a6","aoa:abyss-stack:anchor:bfd64576596e37540604416b","aoa:abyss-stack:anchor:cc72bdc287e88e33844b4ba8","aoa:abyss-stack:anchor:d6efeab7c3044dac3ccb552e","aoa:abyss-stack:anchor:de7247982c24dc2c4ffca2e5","aoa:abyss-stack:anchor:e46703519584a2a979b47a74","aoa:abyss-stack:anchor:e87bc22a52c9712dbca4b1d2","aoa:abyss-stack:anchor:ee62f6187eadde944392ec65","aoa:abyss-stack:anchor:f07c4d9a563b229658e88244"],"changes":[{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","old_path":"","path":"CHANGELOG.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","old_path":"","path":"docs/testing/test_inventory.json"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:60102ce2ac9bfd0bfb18d44c","old_path":"","path":"mechanics/governed-execution/DIRECTION.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","old_path":"","path":"mechanics/governed-execution/LANDING_LOG.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:29b80f94a42de84530b5b9b4","old_path":"","path":"mechanics/governed-execution/PARTS.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:20f5a2a640213444a5b3c488","old_path":"","path":"mechanics/governed-execution/PROVENANCE.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f","old_path":"","path":"mechanics/governed-execution/README.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:b884e40f2b9df5f5dfe4942e","old_path":"","path":"mechanics/governed-execution/ROADMAP.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65","old_path":"","path":"mechanics/governed-execution/parts/README.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:46758ac55bea2970155f1ec2","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/AGENTS.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:7ef16a165ddbce581923f6f9","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/CONTRACT.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:2b752110dc5ab5193aa3d60c","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/README.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:4a194b9b01304715bcf2ea86","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/VALIDATION.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/ephemeral_worker.py"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:c6f4fedb0e36eba773a57925","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/profiles/codex-cli.external-incarnation.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:892ccb8bdaceb18a530d660e","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/profiles/ephemeral-read-worker.local-provider.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:3d8f5923bfa8444cbef40739","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/profiles/local-provider.external-incarnation.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:86c227d91679b9dfc51d6ad0","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/schemas/delegation-adapter-profile.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:c3b198ace874b52e75af514d","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-request.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-result.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/tests/test_ephemeral_worker.py"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:5befe5bd63a605b75db26c3a","old_path":"","path":"scripts/validate_nested_agents.py"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:8a17eb090b8fb82ab4968870","old_path":"","path":"scripts/validators/mechanics_topology.py"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","old_path":"","path":"tests/test_schema_contracts.py"}],"event_kind":"git_commit","event_role":"observation","evidence_refs":[{"kind":"git_commit","ref":"19bc0ee28c98bd6fbb39984f14b322a6815afcfe"}],"id":"aoa:abyss-stack:event:0b86ff9a79433ba8b9e54153","label":"feat(stack): add default-off ephemeral delegation worker (#438)","object_ids":["aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","aoa:abyss-stack:artifact:20f5a2a640213444a5b3c488","aoa:abyss-stack:artifact:29b80f94a42de84530b5b9b4","aoa:abyss-stack:artifact:2b752110dc5ab5193aa3d60c","aoa:abyss-stack:artifact:3d8f5923bfa8444cbef40739","aoa:abyss-stack:artifact:46758ac55bea2970155f1ec2","aoa:abyss-stack:artifact:4a194b9b01304715bcf2ea86","aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","aoa:abyss-stack:artifact:5befe5bd63a605b75db26c3a","aoa:abyss-stack:artifact:60102ce2ac9bfd0bfb18d44c","aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f","aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","aoa:abyss-stack:artifact:7ef16a165ddbce581923f6f9","aoa:abyss-stack:artifact:86c227d91679b9dfc51d6ad0","aoa:abyss-stack:artifact:892ccb8bdaceb18a530d660e","aoa:abyss-stack:artifact:8a17eb090b8fb82ab4968870","aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65","aoa:abyss-stack:artifact:b884e40f2b9df5f5dfe4942e","aoa:abyss-stack:artifact:c3b198ace874b52e75af514d","aoa:abyss-stack:artifact:c6f4fedb0e36eba773a57925"],"observation_state":"observed","occurred_at":"2026-08-30T01:27:33-06:00","provenance_ref":"observed","source_record_ids":["aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","aoa:abyss-stack:artifact:20f5a2a640213444a5b3c488","aoa:abyss-stack:artifact:29b80f94a42de84530b5b9b4","aoa:abyss-stack:artifact:2b752110dc5ab5193aa3d60c","aoa:abyss-stack:artifact:3d8f5923bfa8444cbef40739","aoa:abyss-stack:artifact:46758ac55bea2970155f1ec2","aoa:abyss-stack:artifact:4a194b9b01304715bcf2ea86","aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","aoa:abyss-stack:artifact:5befe5bd63a605b75db26c3a","aoa:abyss-stack:artifact:60102ce2ac9bfd0bfb18d44c","aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f","aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","aoa:abyss-stack:artifact:7ef16a165ddbce581923f6f9","aoa:abyss-stack:artifact:86c227d91679b9dfc51d6ad0","aoa:abyss-stack:artifact:892ccb8bdaceb18a530d660e","aoa:abyss-stack:artifact:8a17eb090b8fb82ab4968870","aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65","aoa:abyss-stack:artifact:b884e40f2b9df5f5dfe4942e","aoa:abyss-stack:artifact:c3b198ace874b52e75af514d","aoa:abyss-stack:artifact:c6f4fedb0e36eba773a57925"],"temporal_ref":"historical","trust_ref":"observed"}
 {"_key":"event:aoa:abyss-stack:event:15b5f2d55e7ea30be4359fef","_kind":"event","actor":{"email":"","name":"source-owner"},"anchor_ids":["aoa:abyss-stack:anchor:dcfec6d5f75ec7d48740b6bc"],"changes":[],"event_kind":"decision_record","event_role":"declaration","evidence_refs":[{"kind":"source_anchor","ref":"aoa:abyss-stack:anchor:dcfec6d5f75ec7d48740b6bc"}],"id":"aoa:abyss-stack:event:15b5f2d55e7ea30be4359fef","label":"docs/decisions/ABYSS-STACK-D-0043-service-selection-validator-module.md","object_ids":["aoa:abyss-stack:artifact:5c5f853573e20bed82f10100"],"observation_state":"declared","occurred_at":"","provenance_ref":"declared","source_record_ids":["aoa:abyss-stack:artifact:5c5f853573e20bed82f10100"],"temporal_ref":"current","trust_ref":"declared"}
 {"_key":"event:aoa:abyss-stack:event:6b709907e988b215977d3d76","_kind":"event","actor":{"email":"","name":"source-owner"},"anchor_ids":["aoa:abyss-stack:anchor:6d2572bd94e85126ff6b9765"],"changes":[],"event_kind":"decision_record","event_role":"declaration","evidence_refs":[{"kind":"source_anchor","ref":"aoa:abyss-stack:anchor:6d2572bd94e85126ff6b9765"}],"id":"aoa:abyss-stack:event:6b709907e988b215977d3d76","label":"docs/decisions/ABYSS-STACK-D-0126-typed-visible-holder-closure-authorization.md","object_ids":["aoa:abyss-stack:artifact:874ca7687a34a7d61eb1d166"],"observation_state":"declared","occurred_at":"","provenance_ref":"declared","source_record_ids":["aoa:abyss-stack:artifact:874ca7687a34a7d61eb1d166"],"temporal_ref":"current","trust_ref":"declared"}
 {"_key":"event:aoa:abyss-stack:event:99d7c3680c94e84b5dd234fe","_kind":"event","actor":{"email":"gerhmangrant@gmail.com","name":"Dionysus"},"anchor_ids":["aoa:abyss-stack:anchor:087df9c81f1cbc65402b12fa","aoa:abyss-stack:anchor:93aedefeaf7f6545498d0b60","aoa:abyss-stack:anchor:a7222c9ee6ae877a3a692b22","aoa:abyss-stack:anchor:e273ca03409ad9443cd946c2"],"changes":[{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:cefca02cc505daa8287adc85","old_path":"","path":"mcp/services/aoa-session-memory-mcp/DESIGN.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:60020ffbb3b40f61c9b82e5e","old_path":"","path":"mcp/services/aoa-session-memory-mcp/README.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:e4b2a1d254ede2be1e28488f","old_path":"","path":"mcp/services/aoa-session-memory-mcp/src/aoa_session_memory_mcp/core.py"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9","old_path":"","path":"mcp/services/aoa-session-memory-mcp/tests/test_session_memory_mcp.py"}],"event_kind":"git_commit","event_role":"observation","evidence_refs":[{"kind":"git_commit","ref":"d170307897b1ab813a932bdc508609b4551d0778"}],"id":"aoa:abyss-stack:event:99d7c3680c94e84b5dd234fe","label":"Use shard-aware session memory MCP routes","object_ids":["aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9","aoa:abyss-stack:artifact:60020ffbb3b40f61c9b82e5e","aoa:abyss-stack:artifact:cefca02cc505daa8287adc85","aoa:abyss-stack:artifact:e4b2a1d254ede2be1e28488f"],"observation_state":"observed","occurred_at":"2026-06-21T04:55:23-06:00","provenance_ref":"observed","source_record_ids":["aoa:abyss-stack:artifact:3894ee72cf7f247201e74ee9","aoa:abyss-stack:artifact:60020ffbb3b40f61c9b82e5e","aoa:abyss-stack:artifact:cefca02cc505daa8287adc85","aoa:abyss-stack:artifact:e4b2a1d254ede2be1e28488f"],"temporal_ref":"historical","trust_ref":"observed"}
diff --git a/kag/indexes/shards/event/27.jsonl b/kag/indexes/shards/event/27.jsonl
index e7421180c3..f35499bf75 100644
--- a/kag/indexes/shards/event/27.jsonl
+++ b/kag/indexes/shards/event/27.jsonl
@@ -2,4 +2,5 @@
 {"_key":"event:aoa:abyss-stack:event:44b2f1de82f161dca0c8e327","_kind":"event","actor":{"email":"","name":"source-owner"},"anchor_ids":["aoa:abyss-stack:anchor:dd208e2e17d19fa3830ec626"],"changes":[],"event_kind":"test_run","event_role":"producer","evidence_refs":[{"kind":"source_anchor","ref":"aoa:abyss-stack:anchor:dd208e2e17d19fa3830ec626"}],"id":"aoa:abyss-stack:event:44b2f1de82f161dca0c8e327","label":"mechanics/governed-execution/parts/governed-runner/tests/test_governed_runner_policy_scope.py","object_ids":["aoa:abyss-stack:artifact:e8738a8f1abaa120237dd267"],"observation_state":"declared","occurred_at":"","provenance_ref":"declared","source_record_ids":["aoa:abyss-stack:artifact:e8738a8f1abaa120237dd267"],"temporal_ref":"current","trust_ref":"declared"}
 {"_key":"event:aoa:abyss-stack:event:46d893233d2a7cab89079f2a","_kind":"event","actor":{"email":"gerhmangrant@gmail.com","name":"8Dionysus"},"anchor_ids":["aoa:abyss-stack:anchor:08df903cdc439c4c9a954910","aoa:abyss-stack:anchor:0c68db469040c4dd462b8755","aoa:abyss-stack:anchor:131ddf3b10e86c2f37237acf","aoa:abyss-stack:anchor:263d47dd951c481c51dbb91b","aoa:abyss-stack:anchor:3e3ca57a420106a66447a877","aoa:abyss-stack:anchor:49f68da1bcd2f1c225d50d85","aoa:abyss-stack:anchor:5510d28266f3c28f4c9bf000","aoa:abyss-stack:anchor:5627f28fe2a23782f5242f4b","aoa:abyss-stack:anchor:5704fb7c7de22681aa963916","aoa:abyss-stack:anchor:5b20dc2cf79536ddff7ed368","aoa:abyss-stack:anchor:6a0b17aa8f28eb173c52c0f5","aoa:abyss-stack:anchor:84f3e5206281749e24b2d8f8","aoa:abyss-stack:anchor:8a6bec5a9e75d58f911bac1c","aoa:abyss-stack:anchor:8b250cfac18e81af8e2a5f9f","aoa:abyss-stack:anchor:a0c385c52fe2fe0002545cc5","aoa:abyss-stack:anchor:a1c4fb0032e993d0378f9100","aoa:abyss-stack:anchor:a9fef9898438f7961dc4ac34","aoa:abyss-stack:anchor:aafb78eb561ab6ea8482fcc3","aoa:abyss-stack:anchor:b969dba4c0f0d25558a0cfce","aoa:abyss-stack:anchor:ba152c2021f3f3ca1e88b42a","aoa:abyss-stack:anchor:bf0687c5df7f9d429c9efcec","aoa:abyss-stack:anchor:c43c266391a1d1b230587002","aoa:abyss-stack:anchor:dd7242f9a56e00741633a9ea","aoa:abyss-stack:anchor:e115af02714f267863eedd55"],"changes":[{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:b335630551682c19a781afeb","old_path":"","path":"README.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:e2855b8c2b526183e85f837a","old_path":"","path":"config-templates/Configs/federation/aoa-evals.yaml"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:87d630d6cf7aeff3b522aa83","old_path":"","path":"config-templates/Services/route-api/app/main.py"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:da1d80b2400417779ab6aa89","old_path":"","path":"docs/DEPLOYMENT.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:d88e045666e8f6001885ee30","old_path":"","path":"docs/EVAL_RUNTIME_SEAM.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:bdac4a8725079d08dd9c34bd","old_path":"","path":"docs/PATHS.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:8e69b96179bd10fef061bf6f","old_path":"","path":"docs/PROFILES.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:e5c2b0ba39cdc92dc303bb2e","old_path":"","path":"docs/PROFILE_RECIPES.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:17efbe03b3bab9d83a627c19","old_path":"","path":"docs/RUNBOOK.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:f9bd7630e38092e5739646f6","old_path":"","path":"docs/SERVICE_CATALOG.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:3080d62bb266a31e43971141","old_path":"","path":"docs/STORAGE_LAYOUT.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:f3f877cd85ae95f826205525","old_path":"","path":"examples/runtime_artifact_hook_candidate.self-agent-checkpoint-rollout.example.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:b7f71220297520dde39a5a91","old_path":"","path":"examples/runtime_eval_evidence_selection_candidate.workhorse-local.example.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:04e9184c80eebf2a796f2215","old_path":"","path":"schemas/runtime-artifact-hook-candidate.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:0d3e2e0553b94aedf435ec0e","old_path":"","path":"schemas/runtime-eval-evidence-selection-candidate.schema.json"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:4ed0e80debf1bdf7c279597e","old_path":"","path":"scripts/aoa-check-layout"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:5c68b8be67110f7ec0afff14","old_path":"","path":"scripts/aoa-export-artifact-hook-candidate"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:222e426fa7af2e4a4f650b75","old_path":"","path":"scripts/aoa-export-runtime-evidence-selection"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:ce6bc18b78c1b7b1a5f8caba","old_path":"","path":"scripts/aoa-install-layout"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:758909feaa1b65cd54f31863","old_path":"","path":"scripts/aoa-lib.sh"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:ccf174f638c91bc3e4e554a3","old_path":"","path":"scripts/aoa-profile-endpoints"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:a501e76a469e42cec2de171a","old_path":"","path":"scripts/aoa-smoke"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:b76886511dec2adec9d6946f","old_path":"","path":"scripts/aoa-sync-federation-surfaces"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:dd1d4e5c5c6769cfcbe17d76","old_path":"","path":"scripts/validate_stack.py"}],"event_kind":"git_commit","event_role":"observation","evidence_refs":[{"kind":"git_commit","ref":"70991e14ac58dc0c6bff8e15fa31289c44230a4f"}],"id":"aoa:abyss-stack:event:46d893233d2a7cab89079f2a","label":"Land aoa-evals read and export seam","object_ids":["aoa:abyss-stack:artifact:04e9184c80eebf2a796f2215","aoa:abyss-stack:artifact:0d3e2e0553b94aedf435ec0e","aoa:abyss-stack:artifact:17efbe03b3bab9d83a627c19","aoa:abyss-stack:artifact:222e426fa7af2e4a4f650b75","aoa:abyss-stack:artifact:3080d62bb266a31e43971141","aoa:abyss-stack:artifact:4ed0e80debf1bdf7c279597e","aoa:abyss-stack:artifact:5c68b8be67110f7ec0afff14","aoa:abyss-stack:artifact:758909feaa1b65cd54f31863","aoa:abyss-stack:artifact:87d630d6cf7aeff3b522aa83","aoa:abyss-stack:artifact:8e69b96179bd10fef061bf6f","aoa:abyss-stack:artifact:a501e76a469e42cec2de171a","aoa:abyss-stack:artifact:b335630551682c19a781afeb","aoa:abyss-stack:artifact:b76886511dec2adec9d6946f","aoa:abyss-stack:artifact:b7f71220297520dde39a5a91","aoa:abyss-stack:artifact:bdac4a8725079d08dd9c34bd","aoa:abyss-stack:artifact:ccf174f638c91bc3e4e554a3","aoa:abyss-stack:artifact:ce6bc18b78c1b7b1a5f8caba","aoa:abyss-stack:artifact:d88e045666e8f6001885ee30","aoa:abyss-stack:artifact:da1d80b2400417779ab6aa89","aoa:abyss-stack:artifact:dd1d4e5c5c6769cfcbe17d76","aoa:abyss-stack:artifact:e2855b8c2b526183e85f837a","aoa:abyss-stack:artifact:e5c2b0ba39cdc92dc303bb2e","aoa:abyss-stack:artifact:f3f877cd85ae95f826205525","aoa:abyss-stack:artifact:f9bd7630e38092e5739646f6"],"observation_state":"observed","occurred_at":"2026-03-27T16:30:01-06:00","provenance_ref":"observed","source_record_ids":["aoa:abyss-stack:artifact:04e9184c80eebf2a796f2215","aoa:abyss-stack:artifact:0d3e2e0553b94aedf435ec0e","aoa:abyss-stack:artifact:17efbe03b3bab9d83a627c19","aoa:abyss-stack:artifact:222e426fa7af2e4a4f650b75","aoa:abyss-stack:artifact:3080d62bb266a31e43971141","aoa:abyss-stack:artifact:4ed0e80debf1bdf7c279597e","aoa:abyss-stack:artifact:5c68b8be67110f7ec0afff14","aoa:abyss-stack:artifact:758909feaa1b65cd54f31863","aoa:abyss-stack:artifact:87d630d6cf7aeff3b522aa83","aoa:abyss-stack:artifact:8e69b96179bd10fef061bf6f","aoa:abyss-stack:artifact:a501e76a469e42cec2de171a","aoa:abyss-stack:artifact:b335630551682c19a781afeb","aoa:abyss-stack:artifact:b76886511dec2adec9d6946f","aoa:abyss-stack:artifact:b7f71220297520dde39a5a91","aoa:abyss-stack:artifact:bdac4a8725079d08dd9c34bd","aoa:abyss-stack:artifact:ccf174f638c91bc3e4e554a3","aoa:abyss-stack:artifact:ce6bc18b78c1b7b1a5f8caba","aoa:abyss-stack:artifact:d88e045666e8f6001885ee30","aoa:abyss-stack:artifact:da1d80b2400417779ab6aa89","aoa:abyss-stack:artifact:dd1d4e5c5c6769cfcbe17d76","aoa:abyss-stack:artifact:e2855b8c2b526183e85f837a","aoa:abyss-stack:artifact:e5c2b0ba39cdc92dc303bb2e","aoa:abyss-stack:artifact:f3f877cd85ae95f826205525","aoa:abyss-stack:artifact:f9bd7630e38092e5739646f6"],"temporal_ref":"historical","trust_ref":"observed"}
 {"_key":"event:aoa:abyss-stack:event:ba07ba461dc23ed561c04204","_kind":"event","actor":{"email":"gerhmangrant@gmail.com","name":"Dionysus"},"anchor_ids":["aoa:abyss-stack:anchor:2132b0241f83c2dbfebadc23","aoa:abyss-stack:anchor:3c1bd1247ea5b95c9b15bc64","aoa:abyss-stack:anchor:4139cc0a8e2712b2c284b10e","aoa:abyss-stack:anchor:5ea0ca5fe62a5bee87064ef7","aoa:abyss-stack:anchor:60f4b154de6175479c6c8e78","aoa:abyss-stack:anchor:63f287202f7727e46299f2d0","aoa:abyss-stack:anchor:761ce465306dcd773aebd5d7","aoa:abyss-stack:anchor:7d33bbf20a22822f8147948d","aoa:abyss-stack:anchor:7fb2b068e3b4cb0419e64411","aoa:abyss-stack:anchor:aa62f16689bac4a7a1c6e113","aoa:abyss-stack:anchor:bcd571eb82d75e503432757a","aoa:abyss-stack:anchor:d6efeab7c3044dac3ccb552e","aoa:abyss-stack:anchor:e46703519584a2a979b47a74","aoa:abyss-stack:anchor:fadf97aafdea64a9dbe8e666","aoa:abyss-stack:anchor:ffb2f7d6dd22dd5e1877cdce"],"changes":[{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb","old_path":"","path":".github/workflows/validate-stack.yml"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","old_path":"","path":"CHANGELOG.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","old_path":"","path":"docs/testing/test_inventory.json"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:3e79b7425badea9ebb7fc55d","old_path":"","path":"docs/validation/script_inventory.json"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:29b80f94a42de84530b5b9b4","old_path":"","path":"mechanics/governed-execution/PARTS.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:05895bd71b1d88320a73683f","old_path":"","path":"mechanics/governed-execution/parts/external-codex-agent/AGENTS.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:2108f5a8ecc1f2b4ef3e0fec","old_path":"","path":"mechanics/governed-execution/parts/external-codex-agent/README.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:454f9237176a4237e056d22b","old_path":"","path":"mechanics/governed-execution/parts/external-codex-agent/VALIDATION.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:4ac6a3ddcd116d3362697b59","old_path":"","path":"mechanics/governed-execution/parts/external-codex-agent/install_external_codex_runtime.py"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:3b6e8bdf6025fb79234b2709","old_path":"","path":"mechanics/governed-execution/parts/external-codex-agent/tests/test_external_codex_runtime_install.py"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e","old_path":"","path":"mechanics/governed-execution/parts/external-codex-agent/tests/test_visible_incarnation_home.py"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:306ac70a22113ee1d08eadc9","old_path":"","path":"mechanics/governed-execution/parts/external-codex-agent/visible_incarnation_home.py"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:25b96aa16f8b9f68c692d0db","old_path":"","path":"scripts/README.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:dfa73765630194cb197ac9d4","old_path":"","path":"scripts/aoa-external-codex-incarnation"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:eddf7cffca42f8a57ddf9bf5","old_path":"","path":"scripts/validators/source_structure.py"}],"event_kind":"git_commit","event_role":"observation","evidence_refs":[{"kind":"git_commit","ref":"ac41011c42731f5bf40e91f63978ab8d2f18a43c"}],"id":"aoa:abyss-stack:event:ba07ba461dc23ed561c04204","label":"Preserve external actor incarnation in nested Codex","object_ids":["aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb","aoa:abyss-stack:artifact:05895bd71b1d88320a73683f","aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","aoa:abyss-stack:artifact:2108f5a8ecc1f2b4ef3e0fec","aoa:abyss-stack:artifact:25b96aa16f8b9f68c692d0db","aoa:abyss-stack:artifact:29b80f94a42de84530b5b9b4","aoa:abyss-stack:artifact:306ac70a22113ee1d08eadc9","aoa:abyss-stack:artifact:3b6e8bdf6025fb79234b2709","aoa:abyss-stack:artifact:3e79b7425badea9ebb7fc55d","aoa:abyss-stack:artifact:454f9237176a4237e056d22b","aoa:abyss-stack:artifact:4ac6a3ddcd116d3362697b59","aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e","aoa:abyss-stack:artifact:dfa73765630194cb197ac9d4","aoa:abyss-stack:artifact:eddf7cffca42f8a57ddf9bf5"],"observation_state":"observed","occurred_at":"2026-08-15T16:30:05-06:00","provenance_ref":"observed","source_record_ids":["aoa:abyss-stack:artifact:00aaa772fef24a295cbed7eb","aoa:abyss-stack:artifact:05895bd71b1d88320a73683f","aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","aoa:abyss-stack:artifact:2108f5a8ecc1f2b4ef3e0fec","aoa:abyss-stack:artifact:25b96aa16f8b9f68c692d0db","aoa:abyss-stack:artifact:29b80f94a42de84530b5b9b4","aoa:abyss-stack:artifact:306ac70a22113ee1d08eadc9","aoa:abyss-stack:artifact:3b6e8bdf6025fb79234b2709","aoa:abyss-stack:artifact:3e79b7425badea9ebb7fc55d","aoa:abyss-stack:artifact:454f9237176a4237e056d22b","aoa:abyss-stack:artifact:4ac6a3ddcd116d3362697b59","aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","aoa:abyss-stack:artifact:51f6aef8096dc15b67f9be4e","aoa:abyss-stack:artifact:dfa73765630194cb197ac9d4","aoa:abyss-stack:artifact:eddf7cffca42f8a57ddf9bf5"],"temporal_ref":"historical","trust_ref":"observed"}
+{"_key":"event:aoa:abyss-stack:event:bbea69f08199ca82576770fd","_kind":"event","actor":{"email":"","name":"source-owner"},"anchor_ids":["aoa:abyss-stack:anchor:6b799291f897282ab139b3dc"],"changes":[],"event_kind":"test_run","event_role":"producer","evidence_refs":[{"kind":"source_anchor","ref":"aoa:abyss-stack:anchor:6b799291f897282ab139b3dc"}],"id":"aoa:abyss-stack:event:bbea69f08199ca82576770fd","label":"mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py","object_ids":["aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8"],"observation_state":"declared","occurred_at":"","provenance_ref":"declared","source_record_ids":["aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8"],"temporal_ref":"current","trust_ref":"declared"}
 {"_key":"event:aoa:abyss-stack:event:c90f3faef08f68808e300f93","_kind":"event","actor":{"email":"gerhmangrant@gmail.com","name":"Dionysus"},"anchor_ids":["aoa:abyss-stack:anchor:431db5f91e5c247f4096d993","aoa:abyss-stack:anchor:7204e246b94a8614d12465fd"],"changes":[{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:ca63db2cf176bdf30aa76a46","old_path":"","path":"mechanics/runtime-lifecycle/parts/user-unit/aoa_install_systemd.sh"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","old_path":"","path":"tests/test_runtime_lifecycle_user_unit.py"}],"event_kind":"git_commit","event_role":"observation","evidence_refs":[{"kind":"git_commit","ref":"81643673e9f54a5324c866097fe0ad3ed684b758"}],"id":"aoa:abyss-stack:event:c90f3faef08f68808e300f93","label":"fix(mcp): keep effect preflight inside its sandbox (#347)","object_ids":["aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","aoa:abyss-stack:artifact:ca63db2cf176bdf30aa76a46"],"observation_state":"observed","occurred_at":"2026-08-02T01:45:43-06:00","provenance_ref":"observed","source_record_ids":["aoa:abyss-stack:artifact:05bab38ce2d9e3e3f5e9da3b","aoa:abyss-stack:artifact:ca63db2cf176bdf30aa76a46"],"temporal_ref":"historical","trust_ref":"observed"}
diff --git a/kag/indexes/shards/event/2f.jsonl b/kag/indexes/shards/event/2f.jsonl
index 3206f4b829..e7a702f895 100644
--- a/kag/indexes/shards/event/2f.jsonl
+++ b/kag/indexes/shards/event/2f.jsonl
@@ -1,5 +1,4 @@
 {"_key":"event:aoa:abyss-stack:event:3bfc6cc5d22f2a3e8354902e","_kind":"event","actor":{"email":"gerhmangrant@gmail.com","name":"Dionysus"},"anchor_ids":["aoa:abyss-stack:anchor:e41ba04294464b39b7652016"],"changes":[{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f","old_path":"","path":"docs/W5_PILOT.md"}],"event_kind":"git_commit","event_role":"observation","evidence_refs":[{"kind":"git_commit","ref":"b38b3900e626aa58d1f8c2ecacb3a9905237d1b4"}],"id":"aoa:abyss-stack:event:3bfc6cc5d22f2a3e8354902e","label":"[codex] Clarify W5 pilot record seam (#68)","object_ids":["aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f"],"observation_state":"observed","occurred_at":"2026-04-22T10:08:01-06:00","provenance_ref":"observed","source_record_ids":["aoa:abyss-stack:artifact:9f2173ff0273da02b4e69a2f"],"temporal_ref":"historical","trust_ref":"observed"}
 {"_key":"event:aoa:abyss-stack:event:787c35eef5e23b9bdee01527","_kind":"event","actor":{"email":"","name":"source-owner"},"anchor_ids":["aoa:abyss-stack:anchor:c846211a28e52fe9834208cd"],"changes":[],"event_kind":"command_run","event_role":"producer","evidence_refs":[{"kind":"source_anchor","ref":"aoa:abyss-stack:anchor:c846211a28e52fe9834208cd"}],"id":"aoa:abyss-stack:event:787c35eef5e23b9bdee01527","label":"mcp/protocol-lab/scripts/run_modern_organ_fleet_matrix.py","object_ids":["aoa:abyss-stack:artifact:9c6572b4ba303b5beae1f311"],"observation_state":"declared","occurred_at":"","provenance_ref":"declared","source_record_ids":["aoa:abyss-stack:artifact:9c6572b4ba303b5beae1f311"],"temporal_ref":"current","trust_ref":"declared"}
 {"_key":"event:aoa:abyss-stack:event:b9d878df5e44b6011095fc70","_kind":"event","actor":{"email":"","name":"source-owner"},"anchor_ids":["aoa:abyss-stack:anchor:fc1a2dbf43a3ac503fe0f39a"],"changes":[],"event_kind":"decision_record","event_role":"declaration","evidence_refs":[{"kind":"source_anchor","ref":"aoa:abyss-stack:anchor:fc1a2dbf43a3ac503fe0f39a"}],"id":"aoa:abyss-stack:event:b9d878df5e44b6011095fc70","label":"docs/decisions/ABYSS-STACK-D-0066-aoa-decisions-mcp-access-plane.md","object_ids":["aoa:abyss-stack:artifact:4079e969365cb5ba0faa49f6"],"observation_state":"declared","occurred_at":"","provenance_ref":"declared","source_record_ids":["aoa:abyss-stack:artifact:4079e969365cb5ba0faa49f6"],"temporal_ref":"current","trust_ref":"declared"}
-{"_key":"event:aoa:abyss-stack:event:cc8a83ed765ca6506912568d","_kind":"event","actor":{"email":"","name":"repository-snapshot"},"anchor_ids":["aoa:abyss-stack:anchor:16aa52dbcde8a245a08d6367","aoa:abyss-stack:anchor:1c2e5734f3689e458c6e03c5","aoa:abyss-stack:anchor:1d67f13f738324736534f185","aoa:abyss-stack:anchor:264ced1aa45f28cfc78d3d70","aoa:abyss-stack:anchor:3ac8a804d7638c664dc1b089","aoa:abyss-stack:anchor:3ea9187c0842571caa2d59cf","aoa:abyss-stack:anchor:558e09be06be2c689173e4d2","aoa:abyss-stack:anchor:5632f9060c29d4aed4c99834","aoa:abyss-stack:anchor:60a7ca0f77c55153c64b1eb4","aoa:abyss-stack:anchor:7119cb40a94525df7a296b0b","aoa:abyss-stack:anchor:7d33bbf20a22822f8147948d","aoa:abyss-stack:anchor:7d76378b12ef769547f9a552","aoa:abyss-stack:anchor:8661eb501dbaa61072653d7b","aoa:abyss-stack:anchor:872bba44b9b0cb23a9a0ba1e","aoa:abyss-stack:anchor:879a947e6293e1de17251809","aoa:abyss-stack:anchor:af51ce6a3b6fd621480bd4a6","aoa:abyss-stack:anchor:bfd64576596e37540604416b","aoa:abyss-stack:anchor:cc72bdc287e88e33844b4ba8","aoa:abyss-stack:anchor:d6efeab7c3044dac3ccb552e","aoa:abyss-stack:anchor:de7247982c24dc2c4ffca2e5","aoa:abyss-stack:anchor:e46703519584a2a979b47a74","aoa:abyss-stack:anchor:e87bc22a52c9712dbca4b1d2","aoa:abyss-stack:anchor:ee62f6187eadde944392ec65","aoa:abyss-stack:anchor:f07c4d9a563b229658e88244"],"changes":[{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","old_path":"","path":"CHANGELOG.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","old_path":"","path":"docs/testing/test_inventory.json"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:60102ce2ac9bfd0bfb18d44c","old_path":"","path":"mechanics/governed-execution/DIRECTION.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","old_path":"","path":"mechanics/governed-execution/LANDING_LOG.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:29b80f94a42de84530b5b9b4","old_path":"","path":"mechanics/governed-execution/PARTS.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:20f5a2a640213444a5b3c488","old_path":"","path":"mechanics/governed-execution/PROVENANCE.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f","old_path":"","path":"mechanics/governed-execution/README.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:b884e40f2b9df5f5dfe4942e","old_path":"","path":"mechanics/governed-execution/ROADMAP.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65","old_path":"","path":"mechanics/governed-execution/parts/README.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:46758ac55bea2970155f1ec2","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/AGENTS.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:7ef16a165ddbce581923f6f9","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/CONTRACT.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:2b752110dc5ab5193aa3d60c","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/README.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:4a194b9b01304715bcf2ea86","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/VALIDATION.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/ephemeral_worker.py"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:c6f4fedb0e36eba773a57925","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/profiles/codex-cli.external-incarnation.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:892ccb8bdaceb18a530d660e","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/profiles/ephemeral-read-worker.local-provider.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:3d8f5923bfa8444cbef40739","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/profiles/local-provider.external-incarnation.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:86c227d91679b9dfc51d6ad0","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/schemas/delegation-adapter-profile.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:c3b198ace874b52e75af514d","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-request.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-result.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","old_path":"","path":"mechanics/governed-execution/parts/ephemeral-worker/tests/test_ephemeral_worker.py"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:5befe5bd63a605b75db26c3a","old_path":"","path":"scripts/validate_nested_agents.py"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:8a17eb090b8fb82ab4968870","old_path":"","path":"scripts/validators/mechanics_topology.py"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","old_path":"","path":"tests/test_schema_contracts.py"}],"event_kind":"repository_snapshot_change_set","event_role":"observation","evidence_refs":[{"kind":"repository_snapshot","ref":"source-tree-snapshot"}],"id":"aoa:abyss-stack:event:cc8a83ed765ca6506912568d","label":"Repository source snapshot change set","object_ids":["aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","aoa:abyss-stack:artifact:20f5a2a640213444a5b3c488","aoa:abyss-stack:artifact:29b80f94a42de84530b5b9b4","aoa:abyss-stack:artifact:2b752110dc5ab5193aa3d60c","aoa:abyss-stack:artifact:3d8f5923bfa8444cbef40739","aoa:abyss-stack:artifact:46758ac55bea2970155f1ec2","aoa:abyss-stack:artifact:4a194b9b01304715bcf2ea86","aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","aoa:abyss-stack:artifact:5befe5bd63a605b75db26c3a","aoa:abyss-stack:artifact:60102ce2ac9bfd0bfb18d44c","aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f","aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","aoa:abyss-stack:artifact:7ef16a165ddbce581923f6f9","aoa:abyss-stack:artifact:86c227d91679b9dfc51d6ad0","aoa:abyss-stack:artifact:892ccb8bdaceb18a530d660e","aoa:abyss-stack:artifact:8a17eb090b8fb82ab4968870","aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65","aoa:abyss-stack:artifact:b884e40f2b9df5f5dfe4942e","aoa:abyss-stack:artifact:c3b198ace874b52e75af514d","aoa:abyss-stack:artifact:c6f4fedb0e36eba773a57925"],"observation_state":"observed","occurred_at":"","provenance_ref":"observed","source_record_ids":["aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","aoa:abyss-stack:artifact:131bfb571227e2f437d8c061","aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","aoa:abyss-stack:artifact:20f5a2a640213444a5b3c488","aoa:abyss-stack:artifact:29b80f94a42de84530b5b9b4","aoa:abyss-stack:artifact:2b752110dc5ab5193aa3d60c","aoa:abyss-stack:artifact:3d8f5923bfa8444cbef40739","aoa:abyss-stack:artifact:46758ac55bea2970155f1ec2","aoa:abyss-stack:artifact:4a194b9b01304715bcf2ea86","aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","aoa:abyss-stack:artifact:5befe5bd63a605b75db26c3a","aoa:abyss-stack:artifact:60102ce2ac9bfd0bfb18d44c","aoa:abyss-stack:artifact:603540b6829c7a21fbc0611f","aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","aoa:abyss-stack:artifact:7ef16a165ddbce581923f6f9","aoa:abyss-stack:artifact:86c227d91679b9dfc51d6ad0","aoa:abyss-stack:artifact:892ccb8bdaceb18a530d660e","aoa:abyss-stack:artifact:8a17eb090b8fb82ab4968870","aoa:abyss-stack:artifact:9e62d0a4f3ce8ca76ec23a5f","aoa:abyss-stack:artifact:9fcc6063eaa69f014f90d6d1","aoa:abyss-stack:artifact:aa35ef4872d840064fc5da65","aoa:abyss-stack:artifact:b884e40f2b9df5f5dfe4942e","aoa:abyss-stack:artifact:c3b198ace874b52e75af514d","aoa:abyss-stack:artifact:c6f4fedb0e36eba773a57925"],"temporal_ref":"current","trust_ref":"observed"}
 {"_key":"event:aoa:abyss-stack:event:ffc9805e798f36ead2330de1","_kind":"event","actor":{"email":"","name":"source-owner"},"anchor_ids":["aoa:abyss-stack:anchor:e08d2a16abcdb82bbf79c0ed"],"changes":[],"event_kind":"test_run","event_role":"producer","evidence_refs":[{"kind":"source_anchor","ref":"aoa:abyss-stack:anchor:e08d2a16abcdb82bbf79c0ed"}],"id":"aoa:abyss-stack:event:ffc9805e798f36ead2330de1","label":"mechanics/governed-execution/parts/autonomy-status/tests/test_aoa_status_autonomy.py","object_ids":["aoa:abyss-stack:artifact:20453143f58f11868bffb84e"],"observation_state":"declared","occurred_at":"","provenance_ref":"declared","source_record_ids":["aoa:abyss-stack:artifact:20453143f58f11868bffb84e"],"temporal_ref":"current","trust_ref":"declared"}
diff --git a/kag/indexes/shards/event/70.jsonl b/kag/indexes/shards/event/70.jsonl
index 369cca0bcf..6cbc7f6ac2 100644
--- a/kag/indexes/shards/event/70.jsonl
+++ b/kag/indexes/shards/event/70.jsonl
@@ -1,5 +1,6 @@
 {"_key":"event:aoa:abyss-stack:event:47c3d5b1832f05bf366efb79","_kind":"event","actor":{"email":"gerhmangrant@gmail.com","name":"Dionysus"},"anchor_ids":["aoa:abyss-stack:anchor:306b483c91cf782f53f54f10","aoa:abyss-stack:anchor:bc3e6906b522d83af536122e","aoa:abyss-stack:anchor:de33f036cc299638a8579491"],"changes":[{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:618e7f3d88aaa8d5b0adade8","old_path":"","path":"compose/tuning/README.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e","old_path":"","path":"compose/tuning/llamacpp.gemma4-e2b.intel-285h.vulkan.yml"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262","old_path":"","path":"mechanics/machine-fit/parts/inference-tuning/docs/model-cards/gemma4-e2b-gguf-llamacpp.md"}],"event_kind":"git_commit","event_role":"observation","evidence_refs":[{"kind":"git_commit","ref":"5210012986db9d52af3e6ef815a3a76aad7239b0"}],"id":"aoa:abyss-stack:event:47c3d5b1832f05bf366efb79","label":"Let idle Gemma release model memory (#289)","object_ids":["aoa:abyss-stack:artifact:618e7f3d88aaa8d5b0adade8","aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262","aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e"],"observation_state":"observed","occurred_at":"2026-07-12T17:15:19-06:00","provenance_ref":"observed","source_record_ids":["aoa:abyss-stack:artifact:618e7f3d88aaa8d5b0adade8","aoa:abyss-stack:artifact:99bdfcb52aaff770f846a262","aoa:abyss-stack:artifact:9c2a5d8a1b9e8e763518ff3e"],"temporal_ref":"historical","trust_ref":"observed"}
 {"_key":"event:aoa:abyss-stack:event:8bed4e41823d0d1975dde1b5","_kind":"event","actor":{"email":"","name":"source-owner"},"anchor_ids":["aoa:abyss-stack:anchor:68ea7df9eda69e035fc9d1b8"],"changes":[],"event_kind":"release_declaration","event_role":"declaration","evidence_refs":[{"kind":"source_anchor","ref":"aoa:abyss-stack:anchor:68ea7df9eda69e035fc9d1b8"}],"id":"aoa:abyss-stack:event:8bed4e41823d0d1975dde1b5","label":"[0.4.0] - 2026-06-07","object_ids":["aoa:abyss-stack:artifact:06572a96a58dc510037d5efa"],"observation_state":"declared","occurred_at":"","provenance_ref":"declared","source_record_ids":["aoa:abyss-stack:artifact:06572a96a58dc510037d5efa"],"temporal_ref":"current","trust_ref":"declared"}
 {"_key":"event:aoa:abyss-stack:event:b920ab0a093cd0231fcc235a","_kind":"event","actor":{"email":"gerhmangrant@gmail.com","name":"Dionysus"},"anchor_ids":["aoa:abyss-stack:anchor:2a184d34ee728656517d362d"],"changes":[{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:b2496e80299b8c3150b19444","old_path":"","path":".github/pull_request_template.md"}],"event_kind":"git_commit","event_role":"observation","evidence_refs":[{"kind":"git_commit","ref":"b6912ec0b113d1b2655dea193d932c374b859e16"}],"id":"aoa:abyss-stack:event:b920ab0a093cd0231fcc235a","label":"Add pull request template (#60)","object_ids":["aoa:abyss-stack:artifact:b2496e80299b8c3150b19444"],"observation_state":"observed","occurred_at":"2026-04-19T18:35:49-06:00","provenance_ref":"observed","source_record_ids":["aoa:abyss-stack:artifact:b2496e80299b8c3150b19444"],"temporal_ref":"historical","trust_ref":"observed"}
+{"_key":"event:aoa:abyss-stack:event:cbe261b8ead88c65f482cc45","_kind":"event","actor":{"email":"","name":"repository-snapshot"},"anchor_ids":["aoa:abyss-stack:anchor:07e9c39c435bb78a76a8e406","aoa:abyss-stack:anchor:1aff5cb6a38bb4d9d859667f","aoa:abyss-stack:anchor:43b120a810ccdddd35131c96","aoa:abyss-stack:anchor:5632f9060c29d4aed4c99834","aoa:abyss-stack:anchor:5793eff4a3db2373be0c4e62","aoa:abyss-stack:anchor:5c3e532aaabc6d8e46b02d26","aoa:abyss-stack:anchor:6b799291f897282ab139b3dc","aoa:abyss-stack:anchor:7a7b941d6136cb2fdaf77395","aoa:abyss-stack:anchor:7abfd3791f84bc498159c556","aoa:abyss-stack:anchor:7d33bbf20a22822f8147948d","aoa:abyss-stack:anchor:84eaa624fee43a31c2485a43","aoa:abyss-stack:anchor:8cfe68dd81abce0cd526f5bb","aoa:abyss-stack:anchor:ab197e9b78c29de4820ca3e2","aoa:abyss-stack:anchor:b4ab832885701dbf2d3ac4de","aoa:abyss-stack:anchor:c32027d25c579557cf12d22f","aoa:abyss-stack:anchor:ca935de0938b6e966f3558a6","aoa:abyss-stack:anchor:d4ab8a7ed0169654ff0a2088","aoa:abyss-stack:anchor:d6efeab7c3044dac3ccb552e","aoa:abyss-stack:anchor:defdb5f84bc663b8d103f65e","aoa:abyss-stack:anchor:ec2b8fa8e5cc5ccc6b29edcd"],"changes":[{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","old_path":"","path":"CHANGELOG.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","old_path":"","path":"docs/testing/test_inventory.json"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:9a7f71117ce98a1a15bb5d36","old_path":"","path":"mechanics/runtime-lifecycle/DIRECTION.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:d036a2110c420407733d9cbe","old_path":"","path":"mechanics/runtime-lifecycle/LANDING_LOG.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78","old_path":"","path":"mechanics/runtime-lifecycle/PARTS.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","old_path":"","path":"mechanics/runtime-lifecycle/PROVENANCE.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:5895715bcf429432b96dcae9","old_path":"","path":"mechanics/runtime-lifecycle/README.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:c9279abd6600acf30e043847","old_path":"","path":"mechanics/runtime-lifecycle/ROADMAP.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","old_path":"","path":"mechanics/runtime-lifecycle/parts/README.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","old_path":"","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","old_path":"","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","old_path":"","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","old_path":"","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","old_path":"","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","old_path":"","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","old_path":"","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","old_path":"","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","old_path":"","path":"reports/live-code-intelligence-direction-completion.json"},{"change_kind":"add","object_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","old_path":"","path":"reports/live-code-intelligence-direction-completion.md"},{"change_kind":"modify","object_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","old_path":"","path":"tests/test_schema_contracts.py"}],"event_kind":"repository_snapshot_change_set","event_role":"observation","evidence_refs":[{"kind":"repository_snapshot","ref":"source-tree-snapshot"}],"id":"aoa:abyss-stack:event:cbe261b8ead88c65f482cc45","label":"Repository source snapshot change set","object_ids":["aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78","aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","aoa:abyss-stack:artifact:5895715bcf429432b96dcae9","aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","aoa:abyss-stack:artifact:69b26a30c8346631d7633846","aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","aoa:abyss-stack:artifact:917cec6625087938323c2ac9","aoa:abyss-stack:artifact:9a7f71117ce98a1a15bb5d36","aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","aoa:abyss-stack:artifact:c9279abd6600acf30e043847","aoa:abyss-stack:artifact:d036a2110c420407733d9cbe","aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f"],"observation_state":"observed","occurred_at":"","provenance_ref":"observed","source_record_ids":["aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78","aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","aoa:abyss-stack:artifact:5895715bcf429432b96dcae9","aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","aoa:abyss-stack:artifact:69b26a30c8346631d7633846","aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","aoa:abyss-stack:artifact:917cec6625087938323c2ac9","aoa:abyss-stack:artifact:9a7f71117ce98a1a15bb5d36","aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","aoa:abyss-stack:artifact:c9279abd6600acf30e043847","aoa:abyss-stack:artifact:d036a2110c420407733d9cbe","aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f"],"temporal_ref":"current","trust_ref":"observed"}
 {"_key":"event:aoa:abyss-stack:event:eabba21e2c15a0faf41362d8","_kind":"event","actor":{"email":"","name":"source-owner"},"anchor_ids":["aoa:abyss-stack:anchor:325f988a01bdc4e696016895"],"changes":[],"event_kind":"decision_record","event_role":"declaration","evidence_refs":[{"kind":"source_anchor","ref":"aoa:abyss-stack:anchor:325f988a01bdc4e696016895"}],"id":"aoa:abyss-stack:event:eabba21e2c15a0faf41362d8","label":"docs/decisions/ABYSS-STACK-D-0127-bind-resume-private-git-to-accepted-actor-final.md","object_ids":["aoa:abyss-stack:artifact:dc29990d729be5b797344086"],"observation_state":"declared","occurred_at":"","provenance_ref":"declared","source_record_ids":["aoa:abyss-stack:artifact:dc29990d729be5b797344086"],"temporal_ref":"current","trust_ref":"declared"}
 {"_key":"event:aoa:abyss-stack:event:f28c6a098b18b1d16b88e3a1","_kind":"event","actor":{"email":"","name":"source-owner"},"anchor_ids":["aoa:abyss-stack:anchor:a02b7f10792b9f1f38443cdd"],"changes":[],"event_kind":"command_run","event_role":"producer","evidence_refs":[{"kind":"source_anchor","ref":"aoa:abyss-stack:anchor:a02b7f10792b9f1f38443cdd"}],"id":"aoa:abyss-stack:event:f28c6a098b18b1d16b88e3a1","label":"mcp/protocol-lab/scripts/normalize_protocol_watch_run.py","object_ids":["aoa:abyss-stack:artifact:d57c5645d878ebe2370130b9"],"observation_state":"declared","occurred_at":"","provenance_ref":"declared","source_record_ids":["aoa:abyss-stack:artifact:d57c5645d878ebe2370130b9"],"temporal_ref":"current","trust_ref":"declared"}
diff --git a/kag/indexes/shards/source/0f.jsonl b/kag/indexes/shards/source/0f.jsonl
index 1873a4a0d7..72aedf76b9 100644
--- a/kag/indexes/shards/source/0f.jsonl
+++ b/kag/indexes/shards/source/0f.jsonl
@@ -3,5 +3,6 @@
 {"_key":"source:aoa:abyss-stack:artifact:8774f424a3827f8e4d00dec7","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://raw.githubusercontent.com/8Dionysus/abyss-stack/main/mechanics/governed-execution/parts/return-policy/schemas/runtime-return-event.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"dd730fb790b699e08c1b2439468183fabdb3bee01a8c697211b39869e1a10344","git_blob_id":"e58ebfc69e38e1f9bfe4b00298aa10905bdac524","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:8774f424a3827f8e4d00dec7","lineage_path":"schemas/runtime-return-event.schema.json","logical_id":"aoa:abyss-stack:artifact:8774f424a3827f8e4d00dec7","mime":"application/json","path":"mechanics/governed-execution/parts/return-policy/schemas/runtime-return-event.schema.json","repo":"abyss-stack","size_bytes":5937,"version_id":"aoa:abyss-stack:artifact-version:d28bfdd76cc4216f521d5bc3"},"mechanics_role":"part_schema","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mechanics/governed-execution/parts/return-policy/schemas/runtime-return-event.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/governed-execution/parts/return-policy/schemas/runtime-return-event.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/governed-execution/parts/return-policy/schemas/runtime-return-event.schema.json:1"],"path_ref":"mechanics/governed-execution/parts/return-policy/schemas/runtime-return-event.schema.json"},"signs":{"attestation_ref":"","digest":"dd730fb790b699e08c1b2439468183fabdb3bee01a8c697211b39869e1a10344","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:87c84308b15436ff125ed89e","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"7d69ba0b247424202fea2490318efe23f9717eae3ce1e64b4d2e45c31024106b","git_blob_id":"354f47e7a059f8bb4365e7d9a0ddf63b9f4c76f6","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:87c84308b15436ff125ed89e","lineage_path":"mechanics/runtime-lifecycle/parts/wait-smoke/aoa_wait.sh","logical_id":"aoa:abyss-stack:artifact:87c84308b15436ff125ed89e","mime":"application/x-sh","path":"mechanics/runtime-lifecycle/parts/wait-smoke/aoa_wait.sh","repo":"abyss-stack","size_bytes":804,"version_id":"aoa:abyss-stack:artifact-version:0363a375cb5eecb5a0ed0d72"},"mechanics_role":"mechanic_part","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"mechanics/runtime-lifecycle/parts/wait-smoke/aoa_wait.sh"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/wait-smoke/aoa_wait.sh","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/runtime-lifecycle/parts/wait-smoke/aoa_wait.sh:1"],"path_ref":"mechanics/runtime-lifecycle/parts/wait-smoke/aoa_wait.sh"},"signs":{"attestation_ref":"","digest":"7d69ba0b247424202fea2490318efe23f9717eae3ce1e64b4d2e45c31024106b","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["bash mechanics/runtime-lifecycle/parts/wait-smoke/aoa_wait.sh"],"required_tools":["bash"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:e5e9ae718bb881eb2592cca2","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"agents","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"2df6579b76ab8b8db5f85cf4bf8e6391f7e9018ef05bd9bf5bc674a3f394159b","git_blob_id":"7d8c26f9d3eadf0de786ed1abc874955c26074ce","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:e5e9ae718bb881eb2592cca2","lineage_path":"memo/AGENTS.md","logical_id":"aoa:abyss-stack:artifact:e5e9ae718bb881eb2592cca2","mime":"text/markdown","path":"memo/AGENTS.md","repo":"abyss-stack","size_bytes":2487,"version_id":"aoa:abyss-stack:artifact-version:4756c3668de990c880dcde24"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"memo/AGENTS.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"memo/AGENTS.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"agentsmd","level":1,"line":1,"ref":"memo/AGENTS.md#agentsmd","title":"AGENTS.md"},{"anchor":"applies-to","level":2,"line":3,"ref":"memo/AGENTS.md#applies-to","title":"Applies to"},{"anchor":"role","level":2,"line":7,"ref":"memo/AGENTS.md#role","title":"Role"},{"anchor":"read-before-editing","level":2,"line":13,"ref":"memo/AGENTS.md#read-before-editing","title":"Read before editing"},{"anchor":"boundaries","level":2,"line":21,"ref":"memo/AGENTS.md#boundaries","title":"Boundaries"},{"anchor":"candidate-route","level":2,"line":31,"ref":"memo/AGENTS.md#candidate-route","title":"Candidate Route"},{"anchor":"reviewed-landing-route","level":2,"line":48,"ref":"memo/AGENTS.md#reviewed-landing-route","title":"Reviewed Landing Route"},{"anchor":"validation","level":2,"line":62,"ref":"memo/AGENTS.md#validation","title":"Validation"},{"anchor":"closeout","level":2,"line":72,"ref":"memo/AGENTS.md#closeout","title":"Closeout"}],"line_refs":["memo/AGENTS.md:1"],"path_ref":"memo/AGENTS.md"},"signs":{"attestation_ref":"","digest":"2df6579b76ab8b8db5f85cf4bf8e6391f7e9018ef05bd9bf5bc674a3f394159b","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://abyss-stack/schemas/live-code-intelligence-provider.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"5fc57c462b8fec63209939331609144a31d96135938522ec9d161eb202d11689","git_blob_id":"e4ffcfc96b95f45626406a617fc2dcfc4cc547e4","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","lineage_path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json","logical_id":"aoa:abyss-stack:artifact:e980bdb6a7a058d1e9e4db6f","mime":"application/json","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json","repo":"abyss-stack","size_bytes":4513,"version_id":"aoa:abyss-stack:artifact-version:0f3c10095d6d48c120d95de7"},"mechanics_role":"part_schema","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json:1"],"path_ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json"},"signs":{"attestation_ref":"","digest":"5fc57c462b8fec63209939331609144a31d96135938522ec9d161eb202d11689","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:f8fcd72f8b2be7064badbfe9","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"344efb137b416688f609ed98c951f84ced777f9fb42b0b82b9c6aa937cc4765c","git_blob_id":"27a966162e3506a07b0dd7c099aab6a4c136f363","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:f8fcd72f8b2be7064badbfe9","lineage_path":"mcp/services/aoa-course-connector-mcp/src/aoa_course_connector_mcp/_http_auth.py","logical_id":"aoa:abyss-stack:artifact:f8fcd72f8b2be7064badbfe9","mime":"text/x-python","path":"mcp/services/aoa-course-connector-mcp/src/aoa_course_connector_mcp/_http_auth.py","repo":"abyss-stack","size_bytes":6914,"version_id":"aoa:abyss-stack:artifact-version:c48bd79524b34b51cc1a6e89"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mcp/services/aoa-course-connector-mcp/src/aoa_course_connector_mcp/_http_auth.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-course-connector-mcp/src/aoa_course_connector_mcp/_http_auth.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/aoa-course-connector-mcp/src/aoa_course_connector_mcp/_http_auth.py:1"],"path_ref":"mcp/services/aoa-course-connector-mcp/src/aoa_course_connector_mcp/_http_auth.py"},"signs":{"attestation_ref":"","digest":"344efb137b416688f609ed98c951f84ced777f9fb42b0b82b9c6aa937cc4765c","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:fdb65ffa4ff9e2b1ef6b1be8","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"f79611dd7984eec208d45350e3015f62187270794e8efa0926c8f7fc276a1cef","git_blob_id":"74029f3afc9a666ceed2f38b945e76ba20f7c4c8","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:fdb65ffa4ff9e2b1ef6b1be8","lineage_path":"scripts/validators/agent_skill_projection.py","logical_id":"aoa:abyss-stack:artifact:fdb65ffa4ff9e2b1ef6b1be8","mime":"text/x-python","path":"scripts/validators/agent_skill_projection.py","repo":"abyss-stack","size_bytes":1691,"version_id":"aoa:abyss-stack:artifact-version:193b8744ef2f2c3d6697ebf5"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"scripts/validators/agent_skill_projection.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"scripts/validators/agent_skill_projection.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["scripts/validators/agent_skill_projection.py:1"],"path_ref":"scripts/validators/agent_skill_projection.py"},"signs":{"attestation_ref":"","digest":"f79611dd7984eec208d45350e3015f62187270794e8efa0926c8f7fc276a1cef","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/16.jsonl b/kag/indexes/shards/source/16.jsonl
index 8683a51cd9..e45181667b 100644
--- a/kag/indexes/shards/source/16.jsonl
+++ b/kag/indexes/shards/source/16.jsonl
@@ -2,6 +2,6 @@
 {"_key":"source:aoa:abyss-stack:artifact:1beac052150fab0db2668905","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"056138ca5c03cd6c1177b63599412c3b6efc188f606a3539c4bc2bbe36835193","git_blob_id":"3ddccccd51a984c3281fdda41019d09dbe1834b3","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:1beac052150fab0db2668905","lineage_path":"mechanics/inference-pilots/parts/langgraph-pilot/aoa_langgraph_pilot.py","logical_id":"aoa:abyss-stack:artifact:1beac052150fab0db2668905","mime":"text/x-python","path":"mechanics/inference-pilots/parts/langgraph-pilot/aoa_langgraph_pilot.py","repo":"abyss-stack","size_bytes":57752,"version_id":"aoa:abyss-stack:artifact-version:e38071ecd0d120904f1fa560"},"mechanics_role":"mechanic_part","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"mechanics/inference-pilots/parts/langgraph-pilot/aoa_langgraph_pilot.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/inference-pilots/parts/langgraph-pilot/aoa_langgraph_pilot.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/inference-pilots/parts/langgraph-pilot/aoa_langgraph_pilot.py:1"],"path_ref":"mechanics/inference-pilots/parts/langgraph-pilot/aoa_langgraph_pilot.py"},"signs":{"attestation_ref":"","digest":"056138ca5c03cd6c1177b63599412c3b6efc188f606a3539c4bc2bbe36835193","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python mechanics/inference-pilots/parts/langgraph-pilot/aoa_langgraph_pilot.py"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:6b56c0ed1437e606153b4ba3","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"legacy","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"ae0068ad2fa524aa1106e6be59771db8ab24a9896bf1fb3165960c8095886984","git_blob_id":"397d03d03e0cae0f2efe263e4fb43ac289af2ac0","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:6b56c0ed1437e606153b4ba3","lineage_path":"examples/adoption_worker_job.example.json","logical_id":"aoa:abyss-stack:artifact:6b56c0ed1437e606153b4ba3","mime":"application/json","path":"mechanics/experience-runtime/legacy/artifacts/examples/adoption_worker_job.example.json","repo":"abyss-stack","size_bytes":678,"version_id":"aoa:abyss-stack:artifact-version:c03153afab7a309bc1cfcee2"},"mechanics_role":"legacy","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/experience-runtime/legacy/artifacts/examples/adoption_worker_job.example.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/experience-runtime/legacy/artifacts/examples/adoption_worker_job.example.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/experience-runtime/legacy/artifacts/examples/adoption_worker_job.example.json:1"],"path_ref":"mechanics/experience-runtime/legacy/artifacts/examples/adoption_worker_job.example.json"},"signs":{"attestation_ref":"","digest":"ae0068ad2fa524aa1106e6be59771db8ab24a9896bf1fb3165960c8095886984","signature_ref":"","verification_state":"digest-only"},"surface_state":"legacy","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:8175622d8775ba536a76f83b","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"repair_safe_closeout_receipt_v1"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"1848d57e8d93b8953920683b0f26310d6fcaf7260b210e3d5dd84ccfe7759589","git_blob_id":"594c549fe290ca9e7252f19296276e9fb551acb8","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:8175622d8775ba536a76f83b","lineage_path":"examples/repair_safe_closeout_receipt.timeout-chaos.example.json","logical_id":"aoa:abyss-stack:artifact:8175622d8775ba536a76f83b","mime":"application/json","path":"mechanics/runtime-repair/parts/repair-safe-closeout/examples/repair-safe-closeout-receipt.timeout-chaos.example.json","repo":"abyss-stack","size_bytes":1613,"version_id":"aoa:abyss-stack:artifact-version:41824c13bad1abbd2bbde69b"},"mechanics_role":"mechanic_part","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/runtime-repair/parts/repair-safe-closeout/examples/repair-safe-closeout-receipt.timeout-chaos.example.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-repair/parts/repair-safe-closeout/examples/repair-safe-closeout-receipt.timeout-chaos.example.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/runtime-repair/parts/repair-safe-closeout/examples/repair-safe-closeout-receipt.timeout-chaos.example.json:1"],"path_ref":"mechanics/runtime-repair/parts/repair-safe-closeout/examples/repair-safe-closeout-receipt.timeout-chaos.example.json"},"signs":{"attestation_ref":"","digest":"1848d57e8d93b8953920683b0f26310d6fcaf7260b210e3d5dd84ccfe7759589","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
-{"_key":"source:aoa:abyss-stack:artifact:c9279abd6600acf30e043847","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"roadmap","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"1a9a2f4abe07c821671a1abccb232cbac4fda063c466447da2021402cadcb50c","git_blob_id":"12bc7a4487dced7f9485e837bd2727a6ea51232f","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:c9279abd6600acf30e043847","lineage_path":"mechanics/runtime-lifecycle/ROADMAP.md","logical_id":"aoa:abyss-stack:artifact:c9279abd6600acf30e043847","mime":"text/markdown","path":"mechanics/runtime-lifecycle/ROADMAP.md","repo":"abyss-stack","size_bytes":1081,"version_id":"aoa:abyss-stack:artifact-version:96c2a8643590ef32d7f85218"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/ROADMAP.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/ROADMAP.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-roadmap","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/ROADMAP.md#runtime-lifecycle-roadmap","title":"Runtime Lifecycle Roadmap"},{"anchor":"current-route","level":2,"line":3,"ref":"mechanics/runtime-lifecycle/ROADMAP.md#current-route","title":"Current route"},{"anchor":"next-candidates","level":2,"line":11,"ref":"mechanics/runtime-lifecycle/ROADMAP.md#next-candidates","title":"Next candidates"},{"anchor":"stop-lines","level":2,"line":23,"ref":"mechanics/runtime-lifecycle/ROADMAP.md#stop-lines","title":"Stop-lines"}],"line_refs":["mechanics/runtime-lifecycle/ROADMAP.md:1"],"path_ref":"mechanics/runtime-lifecycle/ROADMAP.md"},"signs":{"attestation_ref":"","digest":"1a9a2f4abe07c821671a1abccb232cbac4fda063c466447da2021402cadcb50c","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:c9279abd6600acf30e043847","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"roadmap","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"a72710dcc4847f0ea853266f0fddc39fd7a57af231b2fda1cefb054563fec0fe","git_blob_id":"ed61b69f4f222e5a3759b2ed64de42984a1e1115","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:c9279abd6600acf30e043847","lineage_path":"mechanics/runtime-lifecycle/ROADMAP.md","logical_id":"aoa:abyss-stack:artifact:c9279abd6600acf30e043847","mime":"text/markdown","path":"mechanics/runtime-lifecycle/ROADMAP.md","repo":"abyss-stack","size_bytes":1285,"version_id":"aoa:abyss-stack:artifact-version:397bf3ba933d11115245d57b"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/ROADMAP.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/ROADMAP.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-roadmap","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/ROADMAP.md#runtime-lifecycle-roadmap","title":"Runtime Lifecycle Roadmap"},{"anchor":"current-route","level":2,"line":3,"ref":"mechanics/runtime-lifecycle/ROADMAP.md#current-route","title":"Current route"},{"anchor":"next-candidates","level":2,"line":11,"ref":"mechanics/runtime-lifecycle/ROADMAP.md#next-candidates","title":"Next candidates"},{"anchor":"stop-lines","level":2,"line":26,"ref":"mechanics/runtime-lifecycle/ROADMAP.md#stop-lines","title":"Stop-lines"}],"line_refs":["mechanics/runtime-lifecycle/ROADMAP.md:1"],"path_ref":"mechanics/runtime-lifecycle/ROADMAP.md"},"signs":{"attestation_ref":"","digest":"a72710dcc4847f0ea853266f0fddc39fd7a57af231b2fda1cefb054563fec0fe","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:cb1c06bc4ec5de618227ba68","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"9c0aa1363e466055512d92fb1c59e4d06a54656fceb89a69ebcf5cd8a9bd451c","git_blob_id":"8592f5382468f79aca0a41306cec58c11d36a21a","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:cb1c06bc4ec5de618227ba68","lineage_path":"scripts/aoa-qwen-bench","logical_id":"aoa:abyss-stack:artifact:cb1c06bc4ec5de618227ba68","mime":"application/x-sh","path":"scripts/aoa-qwen-bench","repo":"abyss-stack","size_bytes":196,"version_id":"aoa:abyss-stack:artifact-version:daf3c36812434064a3b4fdb1"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"scripts/aoa-qwen-bench"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"scripts/aoa-qwen-bench","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["scripts/aoa-qwen-bench:1"],"path_ref":"scripts/aoa-qwen-bench"},"signs":{"attestation_ref":"","digest":"9c0aa1363e466055512d92fb1c59e4d06a54656fceb89a69ebcf5cd8a9bd451c","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["scripts/aoa-qwen-bench"],"required_tools":["bash"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:f70483690d02e8ce2edea054","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"344efb137b416688f609ed98c951f84ced777f9fb42b0b82b9c6aa937cc4765c","git_blob_id":"27a966162e3506a07b0dd7c099aab6a4c136f363","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:f70483690d02e8ce2edea054","lineage_path":"mcp/services/abyss-stack-mcp/src/abyss_stack_mcp/_http_auth.py","logical_id":"aoa:abyss-stack:artifact:f70483690d02e8ce2edea054","mime":"text/x-python","path":"mcp/services/abyss-stack-mcp/src/abyss_stack_mcp/_http_auth.py","repo":"abyss-stack","size_bytes":6914,"version_id":"aoa:abyss-stack:artifact-version:9b0b234472cf0547a46e2339"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mcp/services/abyss-stack-mcp/src/abyss_stack_mcp/_http_auth.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/abyss-stack-mcp/src/abyss_stack_mcp/_http_auth.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/abyss-stack-mcp/src/abyss_stack_mcp/_http_auth.py:1"],"path_ref":"mcp/services/abyss-stack-mcp/src/abyss_stack_mcp/_http_auth.py"},"signs":{"attestation_ref":"","digest":"344efb137b416688f609ed98c951f84ced777f9fb42b0b82b9c6aa937cc4765c","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/17.jsonl b/kag/indexes/shards/source/17.jsonl
index c298b0b23f..f9e592765d 100644
--- a/kag/indexes/shards/source/17.jsonl
+++ b/kag/indexes/shards/source/17.jsonl
@@ -1,7 +1,7 @@
 {"_key":"source:aoa:abyss-stack:artifact:04eae240b5bef8980e30f73e","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"unknown_document","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"3928bc28e2882f8e9fcbbd5241a0bc827cd68b8a9a58cccb467b41e5ad0cbdc7","git_blob_id":"9a92deedcd1f8019668543c578c6f8229ec60f1b","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:04eae240b5bef8980e30f73e","lineage_path":"mcp/services/aoa-stackoverflow-connector-mcp/docs/THREAT_MODEL.md","logical_id":"aoa:abyss-stack:artifact:04eae240b5bef8980e30f73e","mime":"text/markdown","path":"mcp/services/aoa-stackoverflow-connector-mcp/docs/THREAT_MODEL.md","repo":"abyss-stack","size_bytes":251,"version_id":"aoa:abyss-stack:artifact-version:ea2629e6fc305afd67c86ae1"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mcp/services/aoa-stackoverflow-connector-mcp/docs/THREAT_MODEL.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-stackoverflow-connector-mcp/docs/THREAT_MODEL.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"threat-model","level":1,"line":1,"ref":"mcp/services/aoa-stackoverflow-connector-mcp/docs/THREAT_MODEL.md#threat-model","title":"Threat model"}],"line_refs":["mcp/services/aoa-stackoverflow-connector-mcp/docs/THREAT_MODEL.md:1"],"path_ref":"mcp/services/aoa-stackoverflow-connector-mcp/docs/THREAT_MODEL.md"},"signs":{"attestation_ref":"","digest":"3928bc28e2882f8e9fcbbd5241a0bc827cd68b8a9a58cccb467b41e5ad0cbdc7","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:25b96aa16f8b9f68c692d0db","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"4f893d7bb62f4b3ec632600fd510b8d38943062440bb09a87d3c3bfd196999fa","git_blob_id":"5129b9ceffc31f4a04596be9a52b3e8e58bc3f7a","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:25b96aa16f8b9f68c692d0db","lineage_path":"scripts/README.md","logical_id":"aoa:abyss-stack:artifact:25b96aa16f8b9f68c692d0db","mime":"text/markdown","path":"scripts/README.md","repo":"abyss-stack","size_bytes":7850,"version_id":"aoa:abyss-stack:artifact-version:d8451f5b5dd255a6f9669eef"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"scripts/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"scripts/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"scripts","level":1,"line":1,"ref":"scripts/README.md#scripts","title":"scripts"},{"anchor":"command-groups","level":2,"line":14,"ref":"scripts/README.md#command-groups","title":"Command Groups"},{"anchor":"contract","level":2,"line":30,"ref":"scripts/README.md#contract","title":"Contract"}],"line_refs":["scripts/README.md:1"],"path_ref":"scripts/README.md"},"signs":{"attestation_ref":"","digest":"4f893d7bb62f4b3ec632600fd510b8d38943062440bb09a87d3c3bfd196999fa","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:459489d18aac973bb7fcfa6d","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"manifest","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"manifest","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"cb1649429fa5a0101d668047873189eee01de6ec3db16e696e386a577635f8d1","git_blob_id":"7f741f83fee11b44f4bbc8fda92c5ef5127aa42d","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:459489d18aac973bb7fcfa6d","lineage_path":"mcp/services/tos-corpus-mcp/pyproject.toml","logical_id":"aoa:abyss-stack:artifact:459489d18aac973bb7fcfa6d","mime":"application/toml","path":"mcp/services/tos-corpus-mcp/pyproject.toml","repo":"abyss-stack","size_bytes":454,"version_id":"aoa:abyss-stack:artifact-version:5718904497181c0c3dca959c"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"manifest_owner","surface":"mcp/services/tos-corpus-mcp/pyproject.toml"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/tos-corpus-mcp/pyproject.toml","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/tos-corpus-mcp/pyproject.toml:1"],"path_ref":"mcp/services/tos-corpus-mcp/pyproject.toml"},"signs":{"attestation_ref":"","digest":"cb1649429fa5a0101d668047873189eee01de6ec3db16e696e386a577635f8d1","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
-{"_key":"source:aoa:abyss-stack:artifact:5895715bcf429432b96dcae9","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"e042af83862ca559f428c5ff366c9fdd5d547f209ef798f062ee1f22dc662c88","git_blob_id":"e2ef3b67959a966f7cad2788e43ba7191b3d5d58","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:5895715bcf429432b96dcae9","lineage_path":"mechanics/runtime-lifecycle/README.md","logical_id":"aoa:abyss-stack:artifact:5895715bcf429432b96dcae9","mime":"text/markdown","path":"mechanics/runtime-lifecycle/README.md","repo":"abyss-stack","size_bytes":6571,"version_id":"aoa:abyss-stack:artifact-version:0afc8973dc6380a5fe14f369"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-mechanic","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/README.md#runtime-lifecycle-mechanic","title":"Runtime Lifecycle Mechanic"},{"anchor":"mechanic-card","level":2,"line":3,"ref":"mechanics/runtime-lifecycle/README.md#mechanic-card","title":"Mechanic card"},{"anchor":"trigger","level":3,"line":9,"ref":"mechanics/runtime-lifecycle/README.md#trigger","title":"Trigger"},{"anchor":"abyss-stack-owns","level":3,"line":15,"ref":"mechanics/runtime-lifecycle/README.md#abyss-stack-owns","title":"abyss-stack owns"},{"anchor":"stronger-owner-split","level":3,"line":23,"ref":"mechanics/runtime-lifecycle/README.md#stronger-owner-split","title":"Stronger owner split"},{"anchor":"inputs","level":3,"line":28,"ref":"mechanics/runtime-lifecycle/README.md#inputs","title":"Inputs"},{"anchor":"outputs","level":3,"line":33,"ref":"mechanics/runtime-lifecycle/README.md#outputs","title":"Outputs"},{"anchor":"must-not-claim","level":3,"line":39,"ref":"mechanics/runtime-lifecycle/README.md#must-not-claim","title":"Must not claim"},{"anchor":"validation","level":3,"line":46,"ref":"mechanics/runtime-lifecycle/README.md#validation","title":"Validation"},{"anchor":"next-route","level":3,"line":50,"ref":"mechanics/runtime-lifecycle/README.md#next-route","title":"Next route"},{"anchor":"active-route","level":2,"line":57,"ref":"mechanics/runtime-lifecycle/README.md#active-route","title":"Active route"}],"line_refs":["mechanics/runtime-lifecycle/README.md:1"],"path_ref":"mechanics/runtime-lifecycle/README.md"},"signs":{"attestation_ref":"","digest":"e042af83862ca559f428c5ff366c9fdd5d547f209ef798f062ee1f22dc662c88","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:5895715bcf429432b96dcae9","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"2143691d30ae7f1397109d9f3b59a2a625874419889b42f9fe4106ccbb803e41","git_blob_id":"181e444e6a06f23359d507718ecbe0ada9eb4be2","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:5895715bcf429432b96dcae9","lineage_path":"mechanics/runtime-lifecycle/README.md","logical_id":"aoa:abyss-stack:artifact:5895715bcf429432b96dcae9","mime":"text/markdown","path":"mechanics/runtime-lifecycle/README.md","repo":"abyss-stack","size_bytes":6960,"version_id":"aoa:abyss-stack:artifact-version:426f28994d077b016ac6ddba"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-mechanic","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/README.md#runtime-lifecycle-mechanic","title":"Runtime Lifecycle Mechanic"},{"anchor":"mechanic-card","level":2,"line":3,"ref":"mechanics/runtime-lifecycle/README.md#mechanic-card","title":"Mechanic card"},{"anchor":"trigger","level":3,"line":9,"ref":"mechanics/runtime-lifecycle/README.md#trigger","title":"Trigger"},{"anchor":"abyss-stack-owns","level":3,"line":15,"ref":"mechanics/runtime-lifecycle/README.md#abyss-stack-owns","title":"abyss-stack owns"},{"anchor":"stronger-owner-split","level":3,"line":23,"ref":"mechanics/runtime-lifecycle/README.md#stronger-owner-split","title":"Stronger owner split"},{"anchor":"inputs","level":3,"line":28,"ref":"mechanics/runtime-lifecycle/README.md#inputs","title":"Inputs"},{"anchor":"outputs","level":3,"line":33,"ref":"mechanics/runtime-lifecycle/README.md#outputs","title":"Outputs"},{"anchor":"must-not-claim","level":3,"line":39,"ref":"mechanics/runtime-lifecycle/README.md#must-not-claim","title":"Must not claim"},{"anchor":"validation","level":3,"line":46,"ref":"mechanics/runtime-lifecycle/README.md#validation","title":"Validation"},{"anchor":"next-route","level":3,"line":50,"ref":"mechanics/runtime-lifecycle/README.md#next-route","title":"Next route"},{"anchor":"active-route","level":2,"line":57,"ref":"mechanics/runtime-lifecycle/README.md#active-route","title":"Active route"}],"line_refs":["mechanics/runtime-lifecycle/README.md:1"],"path_ref":"mechanics/runtime-lifecycle/README.md"},"signs":{"attestation_ref":"","digest":"2143691d30ae7f1397109d9f3b59a2a625874419889b42f9fe4106ccbb803e41","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"active_organ_runtime_delivery_receipt_v1"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"869e10e884ea659a7ee2fba74c1275864bb226ee258b4ef528df9a91cc093201","git_blob_id":"29865b46b63370b81432d904a5eb12022432dfaa","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","lineage_path":"mechanics/federation-seams/parts/memo-seam/examples/active_organ_runtime_delivery_receipt.attempted.example.json","logical_id":"aoa:abyss-stack:artifact:60d952dbe60e4c2314c61bb4","mime":"application/json","path":"mechanics/federation-seams/parts/memo-seam/examples/active_organ_runtime_delivery_receipt.attempted.example.json","repo":"abyss-stack","size_bytes":2807,"version_id":"aoa:abyss-stack:artifact-version:5ee693dae654202796a2ef94"},"mechanics_role":"mechanic_part","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/federation-seams/parts/memo-seam/examples/active_organ_runtime_delivery_receipt.attempted.example.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/federation-seams/parts/memo-seam/examples/active_organ_runtime_delivery_receipt.attempted.example.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/federation-seams/parts/memo-seam/examples/active_organ_runtime_delivery_receipt.attempted.example.json:1"],"path_ref":"mechanics/federation-seams/parts/memo-seam/examples/active_organ_runtime_delivery_receipt.attempted.example.json"},"signs":{"attestation_ref":"","digest":"869e10e884ea659a7ee2fba74c1275864bb226ee258b4ef528df9a91cc093201","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:701d8e3808875c6de75e367b","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"4d72052a1c7c79e731c83d8f478cc6f6397cff4f7b46ad0c10c86db66b160c71","git_blob_id":"b6b8dfc4b1df78c7871e785d5bc2af33ef10c95b","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:701d8e3808875c6de75e367b","lineage_path":"mechanics/experience-runtime/DIRECTION.md","logical_id":"aoa:abyss-stack:artifact:701d8e3808875c6de75e367b","mime":"text/markdown","path":"mechanics/experience-runtime/DIRECTION.md","repo":"abyss-stack","size_bytes":795,"version_id":"aoa:abyss-stack:artifact-version:4ffed978b722cf02332baa65"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/experience-runtime/DIRECTION.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/experience-runtime/DIRECTION.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"experience-runtime-direction","level":1,"line":1,"ref":"mechanics/experience-runtime/DIRECTION.md#experience-runtime-direction","title":"Experience Runtime Direction"}],"line_refs":["mechanics/experience-runtime/DIRECTION.md:1"],"path_ref":"mechanics/experience-runtime/DIRECTION.md"},"signs":{"attestation_ref":"","digest":"4d72052a1c7c79e731c83d8f478cc6f6397cff4f7b46ad0c10c86db66b160c71","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:a57189afd24ebdcfab823cd0","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"602fec425615d8557739bdc6ce86b7986f4656f256a4e3b244a55c3e18888a11","git_blob_id":"c39be2be0364e46d4c3b4ee7ab202891733f364d","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:a57189afd24ebdcfab823cd0","lineage_path":"tests/compose_yaml_subset.py","logical_id":"aoa:abyss-stack:artifact:a57189afd24ebdcfab823cd0","mime":"text/x-python","path":"tests/compose_yaml_subset.py","repo":"abyss-stack","size_bytes":2059,"version_id":"aoa:abyss-stack:artifact-version:d8c5bd3566c55b419fa8e157"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"tests/compose_yaml_subset.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"tests/compose_yaml_subset.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["tests/compose_yaml_subset.py:1"],"path_ref":"tests/compose_yaml_subset.py"},"signs":{"attestation_ref":"","digest":"602fec425615d8557739bdc6ce86b7986f4656f256a4e3b244a55c3e18888a11","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/1c.jsonl b/kag/indexes/shards/source/1c.jsonl
index 1f193f26e4..a7138ed6fc 100644
--- a/kag/indexes/shards/source/1c.jsonl
+++ b/kag/indexes/shards/source/1c.jsonl
@@ -1,6 +1,7 @@
 {"_key":"source:aoa:abyss-stack:artifact:0d6af0aa353e84210d6ce63c","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"test","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"test","classification":{"confidence":"high","primary_kind":"command"},"code_role":"test","command_role":"test","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"5b51bac6ea7a9c1840f436480e0fb4de39f1ae40297fdf1718f0fd0fae40a431","git_blob_id":"4b490689b762f119ce759a8b3c9631f73414d78a","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:0d6af0aa353e84210d6ce63c","lineage_path":"tests/test_federation_runtime_seams_validator_module.py","logical_id":"aoa:abyss-stack:artifact:0d6af0aa353e84210d6ce63c","mime":"text/x-python","path":"tests/test_federation_runtime_seams_validator_module.py","repo":"abyss-stack","size_bytes":8700,"version_id":"aoa:abyss-stack:artifact-version:5ee16226cae95bb937ed08a9"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"test_owner","surface":"tests/test_federation_runtime_seams_validator_module.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"tests/test_federation_runtime_seams_validator_module.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["tests/test_federation_runtime_seams_validator_module.py:1"],"path_ref":"tests/test_federation_runtime_seams_validator_module.py"},"signs":{"attestation_ref":"","digest":"5b51bac6ea7a9c1840f436480e0fb4de39f1ae40297fdf1718f0fd0fae40a431","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python -m pytest -q"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:1bdf3a497265f7127e1b833e","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"service_unit","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"service_unit","classification":{"confidence":"high","primary_kind":"artifact"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"7c6cf6bbc3a216b836ce3021991008d3b36140c5a749ba178342edad6f006b7e","git_blob_id":"6299bd0b8c9378d0caaf26bee381b0f8d0c5deed","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:1bdf3a497265f7127e1b833e","lineage_path":"systemd/user/aoa-stats-live-refresh.service","logical_id":"aoa:abyss-stack:artifact:1bdf3a497265f7127e1b833e","mime":"text/plain","path":"systemd/user/aoa-stats-live-refresh.service","repo":"abyss-stack","size_bytes":226,"version_id":"aoa:abyss-stack:artifact-version:f3586e2222ffa0f2b427ef32"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"systemd/user/aoa-stats-live-refresh.service"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"systemd/user/aoa-stats-live-refresh.service","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["systemd/user/aoa-stats-live-refresh.service:1"],"path_ref":"systemd/user/aoa-stats-live-refresh.service"},"signs":{"attestation_ref":"","digest":"7c6cf6bbc3a216b836ce3021991008d3b36140c5a749ba178342edad6f006b7e","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:5fcddcc1af3e8db1a089b386","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"27cb721775be8617876b0c10103e3364334651d6a633b7e2fbe78748b8765807","git_blob_id":"17fd4b03453d3714534214cd18ea59fde21842ba","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:5fcddcc1af3e8db1a089b386","lineage_path":"memo/README.md","logical_id":"aoa:abyss-stack:artifact:5fcddcc1af3e8db1a089b386","mime":"text/markdown","path":"memo/README.md","repo":"abyss-stack","size_bytes":990,"version_id":"aoa:abyss-stack:artifact-version:0c85d06e60e62c7811716bd7"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"memo/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"memo/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"abyss-stack-memo-port","level":1,"line":1,"ref":"memo/README.md#abyss-stack-memo-port","title":"abyss-stack Memo Port"},{"anchor":"layout","level":2,"line":9,"ref":"memo/README.md#layout","title":"Layout"}],"line_refs":["memo/README.md:1"],"path_ref":"memo/README.md"},"signs":{"attestation_ref":"","digest":"27cb721775be8617876b0c10103e3364334651d6a633b7e2fbe78748b8765807","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"abyss_stack_external_codex_model_report_v1"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"c7d648c5b37821baf6531e35e93ba4ffa812c8bbeb3070c60588a83948d8b765","git_blob_id":"114ccc905d99ecba6ecacc9f6a7d90138d6a0e0c","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","lineage_path":"reports/live-code-intelligence-direction-completion.json","logical_id":"aoa:abyss-stack:artifact:6bf770c17cd57dd1b2dc1879","mime":"application/json","path":"reports/live-code-intelligence-direction-completion.json","repo":"abyss-stack","size_bytes":28674,"version_id":"aoa:abyss-stack:artifact-version:ccaa53c0d405626300956869"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"reports/live-code-intelligence-direction-completion.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"reports/live-code-intelligence-direction-completion.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["reports/live-code-intelligence-direction-completion.json:1"],"path_ref":"reports/live-code-intelligence-direction-completion.json"},"signs":{"attestation_ref":"","digest":"c7d648c5b37821baf6531e35e93ba4ffa812c8bbeb3070c60588a83948d8b765","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:73cefd99c31a2e8512270c6a","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"5a3399418667576c6dca90b88e716a7e8a4d035109a6c5fc6ebb1fb1b463cf60","git_blob_id":"24e6ce8da4f5cd328994ed4e23f144545dd078d1","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:73cefd99c31a2e8512270c6a","lineage_path":"docs/platform-adaptations/README.md","logical_id":"aoa:abyss-stack:artifact:73cefd99c31a2e8512270c6a","mime":"text/markdown","path":"mechanics/machine-fit/parts/platform-adaptations/README.md","repo":"abyss-stack","size_bytes":875,"version_id":"aoa:abyss-stack:artifact-version:cea4e817a3a5d306186bca8e"},"mechanics_role":"part_doc","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/machine-fit/parts/platform-adaptations/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/machine-fit/parts/platform-adaptations/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"platform-adaptations","level":1,"line":1,"ref":"mechanics/machine-fit/parts/platform-adaptations/README.md#platform-adaptations","title":"Platform Adaptations"}],"line_refs":["mechanics/machine-fit/parts/platform-adaptations/README.md:1"],"path_ref":"mechanics/machine-fit/parts/platform-adaptations/README.md"},"signs":{"attestation_ref":"","digest":"5a3399418667576c6dca90b88e716a7e8a4d035109a6c5fc6ebb1fb1b463cf60","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:7faa735083ad21bc7da23706","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"roadmap","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"9f5d19c7efd1d069890bdc4b534bb63a71c16981105b4ebd7466b762b70f3339","git_blob_id":"8ae650cfb53786dc68c01372df7a5e9c4b75310d","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:7faa735083ad21bc7da23706","lineage_path":"mechanics/agon-runtime/ROADMAP.md","logical_id":"aoa:abyss-stack:artifact:7faa735083ad21bc7da23706","mime":"text/markdown","path":"mechanics/agon-runtime/ROADMAP.md","repo":"abyss-stack","size_bytes":455,"version_id":"aoa:abyss-stack:artifact-version:acbff9adb0844681bc47e0a1"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/agon-runtime/ROADMAP.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/agon-runtime/ROADMAP.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"agon-runtime-roadmap","level":1,"line":1,"ref":"mechanics/agon-runtime/ROADMAP.md#agon-runtime-roadmap","title":"Agon Runtime Roadmap"},{"anchor":"current-route","level":2,"line":3,"ref":"mechanics/agon-runtime/ROADMAP.md#current-route","title":"Current route"},{"anchor":"next-candidates","level":2,"line":10,"ref":"mechanics/agon-runtime/ROADMAP.md#next-candidates","title":"Next candidates"}],"line_refs":["mechanics/agon-runtime/ROADMAP.md:1"],"path_ref":"mechanics/agon-runtime/ROADMAP.md"},"signs":{"attestation_ref":"","digest":"9f5d19c7efd1d069890bdc4b534bb63a71c16981105b4ebd7466b762b70f3339","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:91e5c8523e62a623357e6b6b","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"decision","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"da17d447af02557c40f5e98fe840eb2df1b4efdd1b0c4c5d660c100582e1ff02","git_blob_id":"1cebe7acc5bff7987b24011b3ec200c36e3aeec2","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:91e5c8523e62a623357e6b6b","lineage_path":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md","logical_id":"aoa:abyss-stack:artifact:91e5c8523e62a623357e6b6b","mime":"text/markdown","path":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md","repo":"abyss-stack","size_bytes":5277,"version_id":"aoa:abyss-stack:artifact-version:b5c75f47b64f72a5e99e89eb"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"bind-terminal-validation-suite-after-command-sandbox-settlement","level":1,"line":1,"ref":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md#bind-terminal-validation-suite-after-command-sandbox-settlement","title":"Bind Terminal Validation Suite After Command-Sandbox Settlement"},{"anchor":"index-metadata","level":2,"line":8,"ref":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md#index-metadata","title":"Index Metadata"},{"anchor":"context","level":2,"line":17,"ref":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md#context","title":"Context"},{"anchor":"options-considered","level":2,"line":35,"ref":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md#options-considered","title":"Options considered"},{"anchor":"decision","level":2,"line":44,"ref":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md#decision","title":"Decision"},{"anchor":"rationale","level":2,"line":66,"ref":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md#rationale","title":"Rationale"},{"anchor":"consequences","level":2,"line":81,"ref":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md#consequences","title":"Consequences"},{"anchor":"source-surfaces","level":2,"line":95,"ref":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md#source-surfaces","title":"Source surfaces"},{"anchor":"follow-up-route","level":2,"line":103,"ref":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md#follow-up-route","title":"Follow-up route"}],"line_refs":["docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md:1"],"path_ref":"docs/decisions/ABYSS-STACK-D-0116-bind-terminal-validation-suite-after-command-sandbox-settlement.md"},"signs":{"attestation_ref":"","digest":"da17d447af02557c40f5e98fe840eb2df1b4efdd1b0c4c5d660c100582e1ff02","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/35.jsonl b/kag/indexes/shards/source/35.jsonl
index ffaa9f56b1..ab90af6533 100644
--- a/kag/indexes/shards/source/35.jsonl
+++ b/kag/indexes/shards/source/35.jsonl
@@ -2,7 +2,7 @@
 {"_key":"source:aoa:abyss-stack:artifact:0f917e4e38d31855fa85df64","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"186594bf90fec0e41ee2f31e6b7148b466e39c15787ba8e7d42a188e5ba9d2ed","git_blob_id":"50b08afb55b2491c5deb4b60cb6ad96a7664283a","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:0f917e4e38d31855fa85df64","lineage_path":"docs/RPG_RUNTIME_BUILDERS.md","logical_id":"aoa:abyss-stack:artifact:0f917e4e38d31855fa85df64","mime":"text/markdown","path":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md","repo":"abyss-stack","size_bytes":2309,"version_id":"aoa:abyss-stack:artifact-version:38651c45f44bbc64daf4da1d"},"mechanics_role":"part_doc","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"rpg-runtime-builders","level":1,"line":1,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#rpg-runtime-builders","title":"RPG Runtime Builders"},{"anchor":"purpose","level":2,"line":3,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#purpose","title":"Purpose"},{"anchor":"builder-rule","level":2,"line":10,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#builder-rule","title":"Builder rule"},{"anchor":"recommended-order","level":2,"line":16,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#recommended-order","title":"Recommended order"},{"anchor":"step-1-refresh-build-snapshots","level":3,"line":18,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#step-1-refresh-build-snapshots","title":"Step 1. Refresh build snapshots"},{"anchor":"step-2-refresh-quest-run-results","level":3,"line":28,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#step-2-refresh-quest-run-results","title":"Step 2. Refresh quest run results"},{"anchor":"step-3-refresh-reputation-ledgers","level":3,"line":42,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#step-3-refresh-reputation-ledgers","title":"Step 3. Refresh reputation ledgers"},{"anchor":"step-4-refresh-frontend-bundles","level":3,"line":54,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#step-4-refresh-frontend-bundles","title":"Step 4. Refresh frontend bundles"},{"anchor":"validation-step","level":2,"line":67,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#validation-step","title":"Validation step"},{"anchor":"storage-step","level":2,"line":77,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#storage-step","title":"Storage step"},{"anchor":"anti-patterns","level":2,"line":84,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#anti-patterns","title":"Anti-patterns"},{"anchor":"final-rule","level":2,"line":93,"ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md#final-rule","title":"Final rule"}],"line_refs":["mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md:1"],"path_ref":"mechanics/federation-seams/parts/rpg-runtime/docs/RPG_RUNTIME_BUILDERS.md"},"signs":{"attestation_ref":"","digest":"186594bf90fec0e41ee2f31e6b7148b466e39c15787ba8e7d42a188e5ba9d2ed","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:15080960d8e1f01482cab1e9","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"service_unit","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"service_unit","classification":{"confidence":"high","primary_kind":"artifact"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"8e927cb7ee0292e588ab6b2136b30bfa51e48908fc2ca8d5e02fc8f9a8287748","git_blob_id":"b92ef90d592bd412d3773c6fc8768317f5aefa33","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:15080960d8e1f01482cab1e9","lineage_path":"systemd/user/abyss-nervous-derived-refresh.service","logical_id":"aoa:abyss-stack:artifact:15080960d8e1f01482cab1e9","mime":"text/plain","path":"systemd/user/abyss-nervous-derived-refresh.service","repo":"abyss-stack","size_bytes":907,"version_id":"aoa:abyss-stack:artifact-version:999973537b0c1a7dfc078cd9"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"systemd/user/abyss-nervous-derived-refresh.service"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"systemd/user/abyss-nervous-derived-refresh.service","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["systemd/user/abyss-nervous-derived-refresh.service:1"],"path_ref":"systemd/user/abyss-nervous-derived-refresh.service"},"signs":{"attestation_ref":"","digest":"8e927cb7ee0292e588ab6b2136b30bfa51e48908fc2ca8d5e02fc8f9a8287748","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:1a548e9218c9b7c28e355d3e","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"agents","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"8bd695ce432c93d2af49451b1c6c27bfe0fb58cebbe600b8b43422a2f5f45472","git_blob_id":"49a8aaa4d1170d412553caacd919c097a868b243","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:1a548e9218c9b7c28e355d3e","lineage_path":"docs/validation/AGENTS.md","logical_id":"aoa:abyss-stack:artifact:1a548e9218c9b7c28e355d3e","mime":"text/markdown","path":"docs/validation/AGENTS.md","repo":"abyss-stack","size_bytes":1172,"version_id":"aoa:abyss-stack:artifact-version:7f043e86c5c6ebafa7ec4a41"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"docs/validation/AGENTS.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"docs/validation/AGENTS.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"agentsmd","level":1,"line":1,"ref":"docs/validation/AGENTS.md#agentsmd","title":"AGENTS.md"},{"anchor":"scope","level":2,"line":6,"ref":"docs/validation/AGENTS.md#scope","title":"Scope"},{"anchor":"contract","level":2,"line":14,"ref":"docs/validation/AGENTS.md#contract","title":"Contract"},{"anchor":"validate","level":2,"line":26,"ref":"docs/validation/AGENTS.md#validate","title":"Validate"}],"line_refs":["docs/validation/AGENTS.md:1"],"path_ref":"docs/validation/AGENTS.md"},"signs":{"attestation_ref":"","digest":"8bd695ce432c93d2af49451b1c6c27bfe0fb58cebbe600b8b43422a2f5f45472","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
-{"_key":"source:aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"1"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"5ec9232308f47c6bcb174549dd5208398b0f3d09976207ee9af5303e0948b481","git_blob_id":"054262554475cf2f214250e0b6976581c94fdb9a","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","lineage_path":"docs/testing/test_inventory.json","logical_id":"aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","mime":"application/json","path":"docs/testing/test_inventory.json","repo":"abyss-stack","size_bytes":14742,"version_id":"aoa:abyss-stack:artifact-version:687771c92c2317418ba30f2e"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"docs/testing/test_inventory.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"docs/testing/test_inventory.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["docs/testing/test_inventory.json:1"],"path_ref":"docs/testing/test_inventory.json"},"signs":{"attestation_ref":"","digest":"5ec9232308f47c6bcb174549dd5208398b0f3d09976207ee9af5303e0948b481","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"1"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"7945dd86adb8cdad7c2c06d8f7c2292d3d663d9f65131669073e86843f2662ee","git_blob_id":"1201ecf950f3ab1a8a6631154f22ff86ebacd361","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","lineage_path":"docs/testing/test_inventory.json","logical_id":"aoa:abyss-stack:artifact:4bb775b510fef0b03861add7","mime":"application/json","path":"docs/testing/test_inventory.json","repo":"abyss-stack","size_bytes":14847,"version_id":"aoa:abyss-stack:artifact-version:68f4c85b013306c13164d511"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"docs/testing/test_inventory.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"docs/testing/test_inventory.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["docs/testing/test_inventory.json:1"],"path_ref":"docs/testing/test_inventory.json"},"signs":{"attestation_ref":"","digest":"7945dd86adb8cdad7c2c06d8f7c2292d3d663d9f65131669073e86843f2662ee","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://raw.githubusercontent.com/8Dionysus/abyss-stack/main/mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-result.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"cfbd256d9f26a0e7759b3e1f837c958847be69a127164320097760f2f5601d1e","git_blob_id":"410808e8926415a060205ad1c0a14a1fcde0e759","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","lineage_path":"mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-result.schema.json","logical_id":"aoa:abyss-stack:artifact:6b9e3cc4b1ce5e1118b7947b","mime":"application/json","path":"mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-result.schema.json","repo":"abyss-stack","size_bytes":3242,"version_id":"aoa:abyss-stack:artifact-version:1008f2fe0dac193389b100d5"},"mechanics_role":"part_schema","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-result.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-result.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-result.schema.json:1"],"path_ref":"mechanics/governed-execution/parts/ephemeral-worker/schemas/ephemeral-read-worker-result.schema.json"},"signs":{"attestation_ref":"","digest":"cfbd256d9f26a0e7759b3e1f837c958847be69a127164320097760f2f5601d1e","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:8e4e507465c6a2d1078fa8ab","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"text_artifact","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"text_artifact","classification":{"confidence":"high","primary_kind":"artifact"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"2a68bb5cf0a169316bf83286778d4c853eb3064d97ab2f5703dedf75af8f67d3","git_blob_id":"60e9b43930f3c4ec941a9936b8fc7e5663e84d99","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:8e4e507465c6a2d1078fa8ab","lineage_path":"compose/profiles/rag.txt","logical_id":"aoa:abyss-stack:artifact:8e4e507465c6a2d1078fa8ab","mime":"text/plain","path":"compose/profiles/rag.txt","repo":"abyss-stack","size_bytes":162,"version_id":"aoa:abyss-stack:artifact-version:e333ebdc31486747cdcec7e2"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"compose/profiles/rag.txt"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"compose/profiles/rag.txt","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["compose/profiles/rag.txt:1"],"path_ref":"compose/profiles/rag.txt"},"signs":{"attestation_ref":"","digest":"2a68bb5cf0a169316bf83286778d4c853eb3064d97ab2f5703dedf75af8f67d3","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:e5815b1ddc8dee89443eb5d2","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"legacy","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"cb2b177af41c7b70ade506c71077bf54c6af1fb83e0c422166b5f5cf73070fc2","git_blob_id":"0504c1a7700d77b2e5c47b5eecf32b16fd44ce9d","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:e5815b1ddc8dee89443eb5d2","lineage_path":"mechanics/agon-runtime/legacy/INDEX.md","logical_id":"aoa:abyss-stack:artifact:e5815b1ddc8dee89443eb5d2","mime":"text/markdown","path":"mechanics/agon-runtime/legacy/INDEX.md","repo":"abyss-stack","size_bytes":1699,"version_id":"aoa:abyss-stack:artifact-version:3b670f933d787c4a6aec9a87"},"mechanics_role":"legacy","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/agon-runtime/legacy/INDEX.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/agon-runtime/legacy/INDEX.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"agon-runtime-legacy-index","level":1,"line":1,"ref":"mechanics/agon-runtime/legacy/INDEX.md#agon-runtime-legacy-index","title":"Agon Runtime Legacy Index"},{"anchor":"raw-docs","level":2,"line":3,"ref":"mechanics/agon-runtime/legacy/INDEX.md#raw-docs","title":"Raw Docs"},{"anchor":"artifacts","level":2,"line":22,"ref":"mechanics/agon-runtime/legacy/INDEX.md#artifacts","title":"Artifacts"},{"anchor":"active-bridge","level":2,"line":38,"ref":"mechanics/agon-runtime/legacy/INDEX.md#active-bridge","title":"Active Bridge"}],"line_refs":["mechanics/agon-runtime/legacy/INDEX.md:1"],"path_ref":"mechanics/agon-runtime/legacy/INDEX.md"},"signs":{"attestation_ref":"","digest":"cb2b177af41c7b70ade506c71077bf54c6af1fb83e0c422166b5f5cf73070fc2","signature_ref":"","verification_state":"digest-only"},"surface_state":"legacy","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/3e.jsonl b/kag/indexes/shards/source/3e.jsonl
index 8a2ac6292e..da4f6b448c 100644
--- a/kag/indexes/shards/source/3e.jsonl
+++ b/kag/indexes/shards/source/3e.jsonl
@@ -1,4 +1,4 @@
-{"_key":"source:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"changelog","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"eea210d6b825ca37c5935b7861f6818ecd4639ded5fabdb6305c683f1b779066","git_blob_id":"8a3ed8bfe3b9668b3aff3ad1d26230648d0af40d","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","lineage_path":"CHANGELOG.md","logical_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","mime":"text/markdown","path":"CHANGELOG.md","repo":"abyss-stack","size_bytes":105530,"version_id":"aoa:abyss-stack:artifact-version:ecf2ca867ce6db4b3bd84011"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"CHANGELOG.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"CHANGELOG.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"changelog","level":1,"line":1,"ref":"CHANGELOG.md#changelog","title":"Changelog"},{"anchor":"unreleased","level":2,"line":8,"ref":"CHANGELOG.md#unreleased","title":"[Unreleased]"},{"anchor":"fixed","level":3,"line":10,"ref":"CHANGELOG.md#fixed","title":"Fixed"},{"anchor":"added","level":3,"line":519,"ref":"CHANGELOG.md#added","title":"Added"},{"anchor":"changed","level":3,"line":798,"ref":"CHANGELOG.md#changed","title":"Changed"},{"anchor":"fixed-1","level":3,"line":871,"ref":"CHANGELOG.md#fixed-1","title":"Fixed"},{"anchor":"040-2026-06-07","level":2,"line":995,"ref":"CHANGELOG.md#040-2026-06-07","title":"[0.4.0] - 2026-06-07"},{"anchor":"summary","level":3,"line":997,"ref":"CHANGELOG.md#summary","title":"Summary"},{"anchor":"added-1","level":3,"line":1020,"ref":"CHANGELOG.md#added-1","title":"Added"},{"anchor":"changed-1","level":3,"line":1169,"ref":"CHANGELOG.md#changed-1","title":"Changed"},{"anchor":"included-in-this-release","level":3,"line":1409,"ref":"CHANGELOG.md#included-in-this-release","title":"Included in this release"},{"anchor":"validation","level":3,"line":1458,"ref":"CHANGELOG.md#validation","title":"Validation"},{"anchor":"notes","level":3,"line":1466,"ref":"CHANGELOG.md#notes","title":"Notes"},{"anchor":"022-2026-04-23","level":2,"line":1471,"ref":"CHANGELOG.md#022-2026-04-23","title":"[0.2.2] - 2026-04-23"},{"anchor":"summary-1","level":3,"line":1473,"ref":"CHANGELOG.md#summary-1","title":"Summary"},{"anchor":"added-2","level":3,"line":1486,"ref":"CHANGELOG.md#added-2","title":"Added"},{"anchor":"changed-2","level":3,"line":1496,"ref":"CHANGELOG.md#changed-2","title":"Changed"},{"anchor":"validation-1","level":3,"line":1502,"ref":"CHANGELOG.md#validation-1","title":"Validation"},{"anchor":"notes-1","level":3,"line":1506,"ref":"CHANGELOG.md#notes-1","title":"Notes"},{"anchor":"021-2026-04-19","level":2,"line":1511,"ref":"CHANGELOG.md#021-2026-04-19","title":"[0.2.1] - 2026-04-19"},{"anchor":"summary-2","level":3,"line":1513,"ref":"CHANGELOG.md#summary-2","title":"Summary"},{"anchor":"added-3","level":3,"line":1522,"ref":"CHANGELOG.md#added-3","title":"Added"},{"anchor":"changed-3","level":3,"line":1527,"ref":"CHANGELOG.md#changed-3","title":"Changed"},{"anchor":"validation-2","level":3,"line":1533,"ref":"CHANGELOG.md#validation-2","title":"Validation"},{"anchor":"notes-2","level":3,"line":1537,"ref":"CHANGELOG.md#notes-2","title":"Notes"},{"anchor":"020-2026-04-10","level":2,"line":1542,"ref":"CHANGELOG.md#020-2026-04-10","title":"[0.2.0] - 2026-04-10"},{"anchor":"summary-3","level":3,"line":1544,"ref":"CHANGELOG.md#summary-3","title":"Summary"},{"anchor":"validation-3","level":3,"line":1550,"ref":"CHANGELOG.md#validation-3","title":"Validation"},{"anchor":"notes-3","level":3,"line":1554,"ref":"CHANGELOG.md#notes-3","title":"Notes"},{"anchor":"added-4","level":3,"line":1558,"ref":"CHANGELOG.md#added-4","title":"Added"},{"anchor":"changed-4","level":3,"line":1570,"ref":"CHANGELOG.md#changed-4","title":"Changed"},{"anchor":"included-in-this-release-1","level":3,"line":1577,"ref":"CHANGELOG.md#included-in-this-release-1","title":"Included in this release"},{"anchor":"010-2026-04-01","level":2,"line":1591,"ref":"CHANGELOG.md#010-2026-04-01","title":"[0.1.0] - 2026-04-01"},{"anchor":"summary-4","level":3,"line":1597,"ref":"CHANGELOG.md#summary-4","title":"Summary"},{"anchor":"added-5","level":3,"line":1603,"ref":"CHANGELOG.md#added-5","title":"Added"},{"anchor":"validation-4","level":3,"line":1611,"ref":"CHANGELOG.md#validation-4","title":"Validation"},{"anchor":"notes-4","level":3,"line":1616,"ref":"CHANGELOG.md#notes-4","title":"Notes"}],"line_refs":["CHANGELOG.md:1"],"path_ref":"CHANGELOG.md"},"signs":{"attestation_ref":"","digest":"eea210d6b825ca37c5935b7861f6818ecd4639ded5fabdb6305c683f1b779066","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"changelog","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"332d28e688c4fe9ef601485b1b221a47291c0627025284c427211dac45260ed1","git_blob_id":"1b87a7beb571ceaeb04aabd1286351e6a6f79bb5","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","lineage_path":"CHANGELOG.md","logical_id":"aoa:abyss-stack:artifact:06572a96a58dc510037d5efa","mime":"text/markdown","path":"CHANGELOG.md","repo":"abyss-stack","size_bytes":105830,"version_id":"aoa:abyss-stack:artifact-version:1701c3bc1734b18f8117bff5"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"CHANGELOG.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"CHANGELOG.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"changelog","level":1,"line":1,"ref":"CHANGELOG.md#changelog","title":"Changelog"},{"anchor":"unreleased","level":2,"line":8,"ref":"CHANGELOG.md#unreleased","title":"[Unreleased]"},{"anchor":"fixed","level":3,"line":10,"ref":"CHANGELOG.md#fixed","title":"Fixed"},{"anchor":"added","level":3,"line":519,"ref":"CHANGELOG.md#added","title":"Added"},{"anchor":"changed","level":3,"line":802,"ref":"CHANGELOG.md#changed","title":"Changed"},{"anchor":"fixed-1","level":3,"line":875,"ref":"CHANGELOG.md#fixed-1","title":"Fixed"},{"anchor":"040-2026-06-07","level":2,"line":999,"ref":"CHANGELOG.md#040-2026-06-07","title":"[0.4.0] - 2026-06-07"},{"anchor":"summary","level":3,"line":1001,"ref":"CHANGELOG.md#summary","title":"Summary"},{"anchor":"added-1","level":3,"line":1024,"ref":"CHANGELOG.md#added-1","title":"Added"},{"anchor":"changed-1","level":3,"line":1173,"ref":"CHANGELOG.md#changed-1","title":"Changed"},{"anchor":"included-in-this-release","level":3,"line":1413,"ref":"CHANGELOG.md#included-in-this-release","title":"Included in this release"},{"anchor":"validation","level":3,"line":1462,"ref":"CHANGELOG.md#validation","title":"Validation"},{"anchor":"notes","level":3,"line":1470,"ref":"CHANGELOG.md#notes","title":"Notes"},{"anchor":"022-2026-04-23","level":2,"line":1475,"ref":"CHANGELOG.md#022-2026-04-23","title":"[0.2.2] - 2026-04-23"},{"anchor":"summary-1","level":3,"line":1477,"ref":"CHANGELOG.md#summary-1","title":"Summary"},{"anchor":"added-2","level":3,"line":1490,"ref":"CHANGELOG.md#added-2","title":"Added"},{"anchor":"changed-2","level":3,"line":1500,"ref":"CHANGELOG.md#changed-2","title":"Changed"},{"anchor":"validation-1","level":3,"line":1506,"ref":"CHANGELOG.md#validation-1","title":"Validation"},{"anchor":"notes-1","level":3,"line":1510,"ref":"CHANGELOG.md#notes-1","title":"Notes"},{"anchor":"021-2026-04-19","level":2,"line":1515,"ref":"CHANGELOG.md#021-2026-04-19","title":"[0.2.1] - 2026-04-19"},{"anchor":"summary-2","level":3,"line":1517,"ref":"CHANGELOG.md#summary-2","title":"Summary"},{"anchor":"added-3","level":3,"line":1526,"ref":"CHANGELOG.md#added-3","title":"Added"},{"anchor":"changed-3","level":3,"line":1531,"ref":"CHANGELOG.md#changed-3","title":"Changed"},{"anchor":"validation-2","level":3,"line":1537,"ref":"CHANGELOG.md#validation-2","title":"Validation"},{"anchor":"notes-2","level":3,"line":1541,"ref":"CHANGELOG.md#notes-2","title":"Notes"},{"anchor":"020-2026-04-10","level":2,"line":1546,"ref":"CHANGELOG.md#020-2026-04-10","title":"[0.2.0] - 2026-04-10"},{"anchor":"summary-3","level":3,"line":1548,"ref":"CHANGELOG.md#summary-3","title":"Summary"},{"anchor":"validation-3","level":3,"line":1554,"ref":"CHANGELOG.md#validation-3","title":"Validation"},{"anchor":"notes-3","level":3,"line":1558,"ref":"CHANGELOG.md#notes-3","title":"Notes"},{"anchor":"added-4","level":3,"line":1562,"ref":"CHANGELOG.md#added-4","title":"Added"},{"anchor":"changed-4","level":3,"line":1574,"ref":"CHANGELOG.md#changed-4","title":"Changed"},{"anchor":"included-in-this-release-1","level":3,"line":1581,"ref":"CHANGELOG.md#included-in-this-release-1","title":"Included in this release"},{"anchor":"010-2026-04-01","level":2,"line":1595,"ref":"CHANGELOG.md#010-2026-04-01","title":"[0.1.0] - 2026-04-01"},{"anchor":"summary-4","level":3,"line":1601,"ref":"CHANGELOG.md#summary-4","title":"Summary"},{"anchor":"added-5","level":3,"line":1607,"ref":"CHANGELOG.md#added-5","title":"Added"},{"anchor":"validation-4","level":3,"line":1615,"ref":"CHANGELOG.md#validation-4","title":"Validation"},{"anchor":"notes-4","level":3,"line":1620,"ref":"CHANGELOG.md#notes-4","title":"Notes"}],"line_refs":["CHANGELOG.md:1"],"path_ref":"CHANGELOG.md"},"signs":{"attestation_ref":"","digest":"332d28e688c4fe9ef601485b1b221a47291c0627025284c427211dac45260ed1","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:0f0e487e461e2f73d2bcd941","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"legacy","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"cf9880d7ce33b813d6a7ba2770762734520c5040c67cb556cc1733f677662d1e","git_blob_id":"c027c07f81333c5915182216abb4667e8a8ce453","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:0f0e487e461e2f73d2bcd941","lineage_path":"docs/AGON_DUEL_EVENT_LOG_MODEL.md","logical_id":"aoa:abyss-stack:artifact:0f0e487e461e2f73d2bcd941","mime":"text/markdown","path":"mechanics/agon-runtime/legacy/raw/AGON_DUEL_EVENT_LOG_MODEL.md","repo":"abyss-stack","size_bytes":201,"version_id":"aoa:abyss-stack:artifact-version:bad177b653cad5609b4a94c3"},"mechanics_role":"legacy","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/agon-runtime/legacy/raw/AGON_DUEL_EVENT_LOG_MODEL.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/agon-runtime/legacy/raw/AGON_DUEL_EVENT_LOG_MODEL.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"duel-event-log-model","level":1,"line":1,"ref":"mechanics/agon-runtime/legacy/raw/AGON_DUEL_EVENT_LOG_MODEL.md#duel-event-log-model","title":"Duel Event Log Model"}],"line_refs":["mechanics/agon-runtime/legacy/raw/AGON_DUEL_EVENT_LOG_MODEL.md:1"],"path_ref":"mechanics/agon-runtime/legacy/raw/AGON_DUEL_EVENT_LOG_MODEL.md"},"signs":{"attestation_ref":"","digest":"cf9880d7ce33b813d6a7ba2770762734520c5040c67cb556cc1733f677662d1e","signature_ref":"","verification_state":"digest-only"},"surface_state":"legacy","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:24628c85428aa74804ae00e0","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"04a71d84ac085b3b095575fed0b152ba082634cf84b24ad79357fc982ab570ff","git_blob_id":"058d956ff4ff338c20a4ca7a94fbd7c5bfee3843","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:24628c85428aa74804ae00e0","lineage_path":"examples/quest_catalog.min.example.json","logical_id":"aoa:abyss-stack:artifact:24628c85428aa74804ae00e0","mime":"application/json","path":"quests/examples/quest_catalog.min.example.json","repo":"abyss-stack","size_bytes":4715,"version_id":"aoa:abyss-stack:artifact-version:fa2c4185d7557c3cebf29e80"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"quests/examples/quest_catalog.min.example.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"quests/examples/quest_catalog.min.example.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["quests/examples/quest_catalog.min.example.json:1"],"path_ref":"quests/examples/quest_catalog.min.example.json"},"signs":{"attestation_ref":"","digest":"04a71d84ac085b3b095575fed0b152ba082634cf84b24ad79357fc982ab570ff","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:4d6544721eb78b32b81986d1","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"cbfa62cbf8374548c0a5a6305c06b6b0ecbe2b16c26c5507def779fe8510df9f","git_blob_id":"53abad46be1898d9d0e541804012af3abd1e2478","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:4d6544721eb78b32b81986d1","lineage_path":"mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/core.py","logical_id":"aoa:abyss-stack:artifact:4d6544721eb78b32b81986d1","mime":"text/x-python","path":"mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/core.py","repo":"abyss-stack","size_bytes":14808,"version_id":"aoa:abyss-stack:artifact-version:eb36c4aaf55929fb9f33d9e9"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/core.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/core.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/core.py:1"],"path_ref":"mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/core.py"},"signs":{"attestation_ref":"","digest":"cbfa62cbf8374548c0a5a6305c06b6b0ecbe2b16c26c5507def779fe8510df9f","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/40.jsonl b/kag/indexes/shards/source/40.jsonl
index 95a486e2a2..bac69f454a 100644
--- a/kag/indexes/shards/source/40.jsonl
+++ b/kag/indexes/shards/source/40.jsonl
@@ -1,6 +1,7 @@
 {"_key":"source:aoa:abyss-stack:artifact:0241784d45f5d0bdf21d0d18","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"893bbd51e8450ca304287e655ec9da1900bb108e663b7d7bb62652116498df58","git_blob_id":"2d1c19c86aeae11aa21a233e0cb68016920e2f91","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:0241784d45f5d0bdf21d0d18","lineage_path":"config-templates/Services/babelvox-tts-api/app/main.py","logical_id":"aoa:abyss-stack:artifact:0241784d45f5d0bdf21d0d18","mime":"text/x-python","path":"config-templates/Services/babelvox-tts-api/app/main.py","repo":"abyss-stack","size_bytes":13623,"version_id":"aoa:abyss-stack:artifact-version:dba2052da76075d8c408a6db"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"config-templates/Services/babelvox-tts-api/app/main.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"config-templates/Services/babelvox-tts-api/app/main.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["config-templates/Services/babelvox-tts-api/app/main.py:1"],"path_ref":"config-templates/Services/babelvox-tts-api/app/main.py"},"signs":{"attestation_ref":"","digest":"893bbd51e8450ca304287e655ec9da1900bb108e663b7d7bb62652116498df58","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:2c8fbecae573a5f8ee88b290","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"index","compatibility":"generated","contract_version":"none","schema_version":"aoa-local-kag-record-v1"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"index","classification":{"confidence":"high","primary_kind":"artifact"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"be9a7a25634110123f202110eecb39abda160fc0388ed529bf7e349aaa062fb8","git_blob_id":"b36f09375b1aae64daca61e1741bd9a0f51dc3f2","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:2c8fbecae573a5f8ee88b290","lineage_path":"kag/indexes/provider_readiness_index.json","logical_id":"aoa:abyss-stack:artifact:2c8fbecae573a5f8ee88b290","mime":"application/json","path":"kag/indexes/provider_readiness_index.json","repo":"abyss-stack","size_bytes":1604,"version_id":"aoa:abyss-stack:artifact-version:0ea9aa77aeee734491446f9b"},"mechanics_role":"none","observed_form":"generated_output","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"kag/indexes/provider_readiness_index.json"},"provenance":{"generated_by":"scripts/validate_stack.py","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"derived_readmodel","path":"kag/indexes/provider_readiness_index.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["kag/indexes/provider_readiness_index.json:1"],"path_ref":"kag/indexes/provider_readiness_index.json"},"signs":{"attestation_ref":"","digest":"be9a7a25634110123f202110eecb39abda160fc0388ed529bf7e349aaa062fb8","signature_ref":"","verification_state":"digest-only"},"surface_state":"generated_readmodel","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:2f051ed094dfbe5203eacfd9","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"714495d754217d23041e7dc8d8aa003efd448ab4857531806b59fad298d0a661","git_blob_id":"5765bdf97631c37a2db7cfaf5196c4bfefd492be","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:2f051ed094dfbe5203eacfd9","lineage_path":"config-templates/Services/tos-graph/app/corpus_reader.py","logical_id":"aoa:abyss-stack:artifact:2f051ed094dfbe5203eacfd9","mime":"text/x-python","path":"config-templates/Services/tos-graph/app/corpus_reader.py","repo":"abyss-stack","size_bytes":7136,"version_id":"aoa:abyss-stack:artifact-version:dc1709db7f753348771237ac"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"config-templates/Services/tos-graph/app/corpus_reader.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"config-templates/Services/tos-graph/app/corpus_reader.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["config-templates/Services/tos-graph/app/corpus_reader.py:1"],"path_ref":"config-templates/Services/tos-graph/app/corpus_reader.py"},"signs":{"attestation_ref":"","digest":"714495d754217d23041e7dc8d8aa003efd448ab4857531806b59fad298d0a661","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"test","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"test","classification":{"confidence":"high","primary_kind":"command"},"code_role":"test","command_role":"test","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"4e0215530ca744039c4a15158d5f8daf26571b826321f66e60992a5942ed52d0","git_blob_id":"a26b585c618295c4e5db70a604f872e6fe33cf4e","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","lineage_path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py","logical_id":"aoa:abyss-stack:artifact:662cbfa5780495f65dc693d8","mime":"text/x-python","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py","repo":"abyss-stack","size_bytes":132448,"version_id":"aoa:abyss-stack:artifact-version:77d0eb62e4569939f1044b84"},"mechanics_role":"part_test","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"test_owner","surface":"mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py:1"],"path_ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py"},"signs":{"attestation_ref":"","digest":"4e0215530ca744039c4a15158d5f8daf26571b826321f66e60992a5942ed52d0","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python -m pytest -q"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:666f6f66a50b73a7c318a4e6","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"64fcfcadc6ed4c3efc0c8f042401a163f0d7206bfb9b08ede8f63b851205eba8","git_blob_id":"9524fbb9164d595d9fd0e4ab47d007eee229dc3e","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:666f6f66a50b73a7c318a4e6","lineage_path":"mechanics/config-projection/parts/sync/README.md","logical_id":"aoa:abyss-stack:artifact:666f6f66a50b73a7c318a4e6","mime":"text/markdown","path":"mechanics/config-projection/parts/sync/README.md","repo":"abyss-stack","size_bytes":3788,"version_id":"aoa:abyss-stack:artifact-version:993d99a53762223eafb50a22"},"mechanics_role":"part_doc","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/config-projection/parts/sync/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/config-projection/parts/sync/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"sync","level":1,"line":1,"ref":"mechanics/config-projection/parts/sync/README.md#sync","title":"Sync"}],"line_refs":["mechanics/config-projection/parts/sync/README.md:1"],"path_ref":"mechanics/config-projection/parts/sync/README.md"},"signs":{"attestation_ref":"","digest":"64fcfcadc6ed4c3efc0c8f042401a163f0d7206bfb9b08ede8f63b851205eba8","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"decision","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"0b1b55a901d77c40f6be8cd5e06b90a22b2a0d3e0e69b4a0b34a737dc670f611","git_blob_id":"bb38c6359d52cfcbd719e9ac9834c2aa3ae7ce36","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379","lineage_path":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md","logical_id":"aoa:abyss-stack:artifact:6b1fb2100baa2088d65bd379","mime":"text/markdown","path":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md","repo":"abyss-stack","size_bytes":6804,"version_id":"aoa:abyss-stack:artifact-version:c8d195e3e35f5a4dfbaa6fc1"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"retire-routing-predecessor-checkout-consumers","level":1,"line":1,"ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md#retire-routing-predecessor-checkout-consumers","title":"Retire Routing Predecessor Checkout Consumers"},{"anchor":"index-metadata","level":2,"line":8,"ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md#index-metadata","title":"Index Metadata"},{"anchor":"context","level":2,"line":17,"ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md#context","title":"Context"},{"anchor":"options-considered","level":2,"line":40,"ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md#options-considered","title":"Options considered"},{"anchor":"decision","level":2,"line":50,"ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md#decision","title":"Decision"},{"anchor":"rationale","level":2,"line":81,"ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md#rationale","title":"Rationale"},{"anchor":"consequences","level":2,"line":92,"ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md#consequences","title":"Consequences"},{"anchor":"boundaries","level":2,"line":109,"ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md#boundaries","title":"Boundaries"},{"anchor":"source-surfaces","level":2,"line":120,"ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md#source-surfaces","title":"Source surfaces"},{"anchor":"follow-up-route","level":2,"line":137,"ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md#follow-up-route","title":"Follow-up route"}],"line_refs":["docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md:1"],"path_ref":"docs/decisions/ABYSS-STACK-D-0101-retire-routing-predecessor-checkout-consumers.md"},"signs":{"attestation_ref":"","digest":"0b1b55a901d77c40f6be8cd5e06b90a22b2a0d3e0e69b4a0b34a737dc670f611","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:9130c53aaadbb8a91635db9a","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"service_unit","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"service_unit","classification":{"confidence":"high","primary_kind":"artifact"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"5630865804e0684472820682429f635e4d828e89e4236ff713f1e1659293a7ee","git_blob_id":"e1636ddf82fec1adcd19073641b535e1be80c9cd","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:9130c53aaadbb8a91635db9a","lineage_path":"systemd/system/abyss-dictation-hotkey.service","logical_id":"aoa:abyss-stack:artifact:9130c53aaadbb8a91635db9a","mime":"text/plain","path":"systemd/system/abyss-dictation-hotkey.service","repo":"abyss-stack","size_bytes":452,"version_id":"aoa:abyss-stack:artifact-version:d8b1feb9e096375c72f9708d"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"systemd/system/abyss-dictation-hotkey.service"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"systemd/system/abyss-dictation-hotkey.service","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["systemd/system/abyss-dictation-hotkey.service:1"],"path_ref":"systemd/system/abyss-dictation-hotkey.service"},"signs":{"attestation_ref":"","digest":"5630865804e0684472820682429f635e4d828e89e4236ff713f1e1659293a7ee","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/47.jsonl b/kag/indexes/shards/source/47.jsonl
index e99b5187b9..79ea7b05ce 100644
--- a/kag/indexes/shards/source/47.jsonl
+++ b/kag/indexes/shards/source/47.jsonl
@@ -1,4 +1,5 @@
 {"_key":"source:aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"75a7163f658743b73e4d32539c8698fd83ff2263f0c5cec810c0b3e66eaf0bd7","git_blob_id":"be65578c9edddb289bd1384a204e6ff4df65687e","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f","lineage_path":"mechanics/governed-execution/parts/external-codex-agent/external_codex_nested_evidence.py","logical_id":"aoa:abyss-stack:artifact:0a2b3432118d189d7ced449f","mime":"text/x-python","path":"mechanics/governed-execution/parts/external-codex-agent/external_codex_nested_evidence.py","repo":"abyss-stack","size_bytes":41433,"version_id":"aoa:abyss-stack:artifact-version:d16022c29fc4c4759b148ce6"},"mechanics_role":"mechanic_part","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"mechanics/governed-execution/parts/external-codex-agent/external_codex_nested_evidence.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/governed-execution/parts/external-codex-agent/external_codex_nested_evidence.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/governed-execution/parts/external-codex-agent/external_codex_nested_evidence.py:1"],"path_ref":"mechanics/governed-execution/parts/external-codex-agent/external_codex_nested_evidence.py"},"signs":{"attestation_ref":"","digest":"75a7163f658743b73e4d32539c8698fd83ff2263f0c5cec810c0b3e66eaf0bd7","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python mechanics/governed-execution/parts/external-codex-agent/external_codex_nested_evidence.py"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://abyss-stack/schemas/machine-code-intelligence-gate.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"008bb6bc5ee6a5b504b47e4bb5ea7e9313a9ef08b0a25da863e565e3f042f6a9","git_blob_id":"4f81e1086686bb81367791061215579818e6083f","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","lineage_path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json","logical_id":"aoa:abyss-stack:artifact:3e577d548e95db372813e2a1","mime":"application/json","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json","repo":"abyss-stack","size_bytes":4312,"version_id":"aoa:abyss-stack:artifact-version:e4e23db109a76012b6290978"},"mechanics_role":"part_schema","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json:1"],"path_ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json"},"signs":{"attestation_ref":"","digest":"008bb6bc5ee6a5b504b47e4bb5ea7e9313a9ef08b0a25da863e565e3f042f6a9","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:41339fe4a65b43c7c3b4116b","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"legacy","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"3e2b9468c16c6075ce009513f1b497f0b35db6279e048f0d00659932ed8dac0a","git_blob_id":"5101055eec0f0d2b6177bb902e543ad21dee2ef6","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:41339fe4a65b43c7c3b4116b","lineage_path":"mechanics/agon-runtime/legacy/artifacts/README.md","logical_id":"aoa:abyss-stack:artifact:41339fe4a65b43c7c3b4116b","mime":"text/markdown","path":"mechanics/agon-runtime/legacy/artifacts/README.md","repo":"abyss-stack","size_bytes":317,"version_id":"aoa:abyss-stack:artifact-version:daefcfd945f7e2cb9c5ed1c8"},"mechanics_role":"legacy","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/agon-runtime/legacy/artifacts/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/agon-runtime/legacy/artifacts/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"agon-runtime-legacy-artifacts","level":1,"line":1,"ref":"mechanics/agon-runtime/legacy/artifacts/README.md#agon-runtime-legacy-artifacts","title":"Agon Runtime Legacy Artifacts"}],"line_refs":["mechanics/agon-runtime/legacy/artifacts/README.md:1"],"path_ref":"mechanics/agon-runtime/legacy/artifacts/README.md"},"signs":{"attestation_ref":"","digest":"3e2b9468c16c6075ce009513f1b497f0b35db6279e048f0d00659932ed8dac0a","signature_ref":"","verification_state":"digest-only"},"surface_state":"legacy","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:bf2d26c4331f9b61e93a3d29","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"ac142a0a35c32b7c80ed3520fb049035044cc35905fd9bc7ac49ef2e719b5f06","git_blob_id":"227a886ae74a7e0b1d9e5c1db8f663ae9e5638b8","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:bf2d26c4331f9b61e93a3d29","lineage_path":"examples/agon_mechanical_trial_event_log.costly_closure.example.json","logical_id":"aoa:abyss-stack:artifact:bf2d26c4331f9b61e93a3d29","mime":"application/json","path":"mechanics/agon-runtime/parts/runtime-kernels/examples/mechanical-trial-event-log.costly-closure.example.json","repo":"abyss-stack","size_bytes":6464,"version_id":"aoa:abyss-stack:artifact-version:cdd3d755bbb5fdd51a21fc22"},"mechanics_role":"mechanic_part","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/agon-runtime/parts/runtime-kernels/examples/mechanical-trial-event-log.costly-closure.example.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/agon-runtime/parts/runtime-kernels/examples/mechanical-trial-event-log.costly-closure.example.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/agon-runtime/parts/runtime-kernels/examples/mechanical-trial-event-log.costly-closure.example.json:1"],"path_ref":"mechanics/agon-runtime/parts/runtime-kernels/examples/mechanical-trial-event-log.costly-closure.example.json"},"signs":{"attestation_ref":"","digest":"ac142a0a35c32b7c80ed3520fb049035044cc35905fd9bc7ac49ef2e719b5f06","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:d62acd7c86056221dc9eb005","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"2423e1871c332d6a2bc28faf9ffd7562bb45ee3d757dea8dc0cbe0c1734e0e6d","git_blob_id":"86cc21d8e671a73a0a083c53cfa6a252adc65489","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:d62acd7c86056221dc9eb005","lineage_path":"mechanics/diagnostic-spine/parts/doctor-readiness/aoa_doctor.sh","logical_id":"aoa:abyss-stack:artifact:d62acd7c86056221dc9eb005","mime":"application/x-sh","path":"mechanics/diagnostic-spine/parts/doctor-readiness/aoa_doctor.sh","repo":"abyss-stack","size_bytes":16183,"version_id":"aoa:abyss-stack:artifact-version:7c14a7d729049a891e4a16cd"},"mechanics_role":"mechanic_part","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"mechanics/diagnostic-spine/parts/doctor-readiness/aoa_doctor.sh"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/diagnostic-spine/parts/doctor-readiness/aoa_doctor.sh","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/diagnostic-spine/parts/doctor-readiness/aoa_doctor.sh:1"],"path_ref":"mechanics/diagnostic-spine/parts/doctor-readiness/aoa_doctor.sh"},"signs":{"attestation_ref":"","digest":"2423e1871c332d6a2bc28faf9ffd7562bb45ee3d757dea8dc0cbe0c1734e0e6d","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["bash mechanics/diagnostic-spine/parts/doctor-readiness/aoa_doctor.sh"],"required_tools":["bash"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/5d.jsonl b/kag/indexes/shards/source/5d.jsonl
index a211a5fecb..e892bdf5be 100644
--- a/kag/indexes/shards/source/5d.jsonl
+++ b/kag/indexes/shards/source/5d.jsonl
@@ -6,4 +6,4 @@
 {"_key":"source:aoa:abyss-stack:artifact:815720454af7efc0b307d25e","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"boundary","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"af047117395e136bb50caf964ca9214f58863a4fd938382f04a6ba9a86878756","git_blob_id":"c03c1e7d31750c2f0b7b787118dd2422668a103d","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:815720454af7efc0b307d25e","lineage_path":"mcp/services/aoa-4pda-connector-mcp/docs/BOUNDARIES.md","logical_id":"aoa:abyss-stack:artifact:815720454af7efc0b307d25e","mime":"text/markdown","path":"mcp/services/aoa-4pda-connector-mcp/docs/BOUNDARIES.md","repo":"abyss-stack","size_bytes":879,"version_id":"aoa:abyss-stack:artifact-version:c91ffc87efa1228daad5fc3c"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mcp/services/aoa-4pda-connector-mcp/docs/BOUNDARIES.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-4pda-connector-mcp/docs/BOUNDARIES.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"aoa-4pda-connector-mcp-boundaries","level":1,"line":1,"ref":"mcp/services/aoa-4pda-connector-mcp/docs/BOUNDARIES.md#aoa-4pda-connector-mcp-boundaries","title":"AoA 4PDA Connector MCP Boundaries"}],"line_refs":["mcp/services/aoa-4pda-connector-mcp/docs/BOUNDARIES.md:1"],"path_ref":"mcp/services/aoa-4pda-connector-mcp/docs/BOUNDARIES.md"},"signs":{"attestation_ref":"","digest":"af047117395e136bb50caf964ca9214f58863a4fd938382f04a6ba9a86878756","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:ad9131c859ebb9b117aa16bf","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"unknown_document","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"d8e600a4f4408096560a4626c7ebb46c0b669f9ddd817418c74d1a01b5ab6573","git_blob_id":"0859256edc85b331eb688e7f337b2cbde9d964ab","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:ad9131c859ebb9b117aa16bf","lineage_path":"docs/runtime/SERVICE_SELECTION.md","logical_id":"aoa:abyss-stack:artifact:ad9131c859ebb9b117aa16bf","mime":"text/markdown","path":"docs/runtime/SERVICE_SELECTION.md","repo":"abyss-stack","size_bytes":12780,"version_id":"aoa:abyss-stack:artifact-version:6d3d5cbfd6661d7dbd4ff3e8"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"docs/runtime/SERVICE_SELECTION.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"docs/runtime/SERVICE_SELECTION.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"service-selection","level":1,"line":1,"ref":"docs/runtime/SERVICE_SELECTION.md#service-selection","title":"SERVICE SELECTION"},{"anchor":"tiers","level":2,"line":18,"ref":"docs/runtime/SERVICE_SELECTION.md#tiers","title":"Tiers"},{"anchor":"preferred-runtime-shapes","level":2,"line":28,"ref":"docs/runtime/SERVICE_SELECTION.md#preferred-runtime-shapes","title":"Preferred Runtime Shapes"},{"anchor":"voice-and-speech","level":2,"line":50,"ref":"docs/runtime/SERVICE_SELECTION.md#voice-and-speech","title":"Voice And Speech"},{"anchor":"model-lanes","level":2,"line":75,"ref":"docs/runtime/SERVICE_SELECTION.md#model-lanes","title":"Model Lanes"},{"anchor":"timer-discipline","level":2,"line":127,"ref":"docs/runtime/SERVICE_SELECTION.md#timer-discipline","title":"Timer Discipline"},{"anchor":"resource-guard-overlays","level":2,"line":143,"ref":"docs/runtime/SERVICE_SELECTION.md#resource-guard-overlays","title":"Resource Guard Overlays"},{"anchor":"inspection-route","level":2,"line":207,"ref":"docs/runtime/SERVICE_SELECTION.md#inspection-route","title":"Inspection Route"}],"line_refs":["docs/runtime/SERVICE_SELECTION.md:1"],"path_ref":"docs/runtime/SERVICE_SELECTION.md"},"signs":{"attestation_ref":"","digest":"d8e600a4f4408096560a4626c7ebb46c0b669f9ddd817418c74d1a01b5ab6573","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:b5abd40eaa5b4d9579b53cc7","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"3163f4eb4722c9763ccbae80d49b2f605f74b017134a159937464066ee10ac69","git_blob_id":"b4d5f1ce98478507c635f8f13cccda2018162b24","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:b5abd40eaa5b4d9579b53cc7","lineage_path":"mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md","logical_id":"aoa:abyss-stack:artifact:b5abd40eaa5b4d9579b53cc7","mime":"text/markdown","path":"mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md","repo":"abyss-stack","size_bytes":2556,"version_id":"aoa:abyss-stack:artifact-version:16bab4974a1ae8266e42c3b4"},"mechanics_role":"part_doc","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"source-runtime-parity-packet","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md#source-runtime-parity-packet","title":"Source Runtime Parity Packet"},{"anchor":"role","level":2,"line":3,"ref":"mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md#role","title":"Role"},{"anchor":"packet-gates","level":2,"line":12,"ref":"mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md#packet-gates","title":"Packet Gates"},{"anchor":"2026-05-13-verdict","level":2,"line":50,"ref":"mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md#2026-05-13-verdict","title":"2026-05-13 Verdict"},{"anchor":"stop-lines","level":2,"line":62,"ref":"mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md#stop-lines","title":"Stop-Lines"}],"line_refs":["mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md:1"],"path_ref":"mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md"},"signs":{"attestation_ref":"","digest":"3163f4eb4722c9763ccbae80d49b2f605f74b017134a159937464066ee10ac69","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
-{"_key":"source:aoa:abyss-stack:artifact:d036a2110c420407733d9cbe","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"85f22868819bad7aec5511973cfff6c2f8965c6dc3db6cd655452a279b87917b","git_blob_id":"422df67f6db406bc1835755797c8d554601d7bb0","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:d036a2110c420407733d9cbe","lineage_path":"mechanics/runtime-lifecycle/LANDING_LOG.md","logical_id":"aoa:abyss-stack:artifact:d036a2110c420407733d9cbe","mime":"text/markdown","path":"mechanics/runtime-lifecycle/LANDING_LOG.md","repo":"abyss-stack","size_bytes":2704,"version_id":"aoa:abyss-stack:artifact-version:fcb2ec3863f639a1f27fbd25"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/LANDING_LOG.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/LANDING_LOG.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-landing-log","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#runtime-lifecycle-landing-log","title":"Runtime Lifecycle Landing Log"},{"anchor":"2026-05-07-initial-package-landing","level":2,"line":3,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-05-07-initial-package-landing","title":"2026-05-07 - Initial package landing"},{"anchor":"2026-05-13-wrapperbackend-topology","level":2,"line":11,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-05-13-wrapperbackend-topology","title":"2026-05-13 - Wrapper/backend topology"},{"anchor":"2026-05-13-package-card-completion","level":2,"line":20,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-05-13-package-card-completion","title":"2026-05-13 - Package card completion"},{"anchor":"2026-05-13-residual-frontier-alignment","level":2,"line":26,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-05-13-residual-frontier-alignment","title":"2026-05-13 - Residual frontier alignment"},{"anchor":"2026-05-13-live-runtime-cutover-and-source-runtime-parity-packets","level":2,"line":32,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-05-13-live-runtime-cutover-and-source-runtime-parity-packets","title":"2026-05-13 - live runtime cutover and source runtime parity packets"},{"anchor":"2026-07-13-loopback-mcp-owner-lifecycle","level":2,"line":39,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-07-13-loopback-mcp-owner-lifecycle","title":"2026-07-13 - Loopback MCP owner lifecycle"},{"anchor":"2026-08-20-two-phase-stack-mcp-runtime-repair","level":2,"line":47,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-08-20-two-phase-stack-mcp-runtime-repair","title":"2026-08-20 - Two-phase stack MCP runtime repair"}],"line_refs":["mechanics/runtime-lifecycle/LANDING_LOG.md:1"],"path_ref":"mechanics/runtime-lifecycle/LANDING_LOG.md"},"signs":{"attestation_ref":"","digest":"85f22868819bad7aec5511973cfff6c2f8965c6dc3db6cd655452a279b87917b","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:d036a2110c420407733d9cbe","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"4067b0d9ee2278a96a91f7a1ab67ae0f6b39ffeebf628d14bea36e1a4ff6934f","git_blob_id":"bb61669d0f827f87ee21a2e32cf018c2cd8ba042","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:d036a2110c420407733d9cbe","lineage_path":"mechanics/runtime-lifecycle/LANDING_LOG.md","logical_id":"aoa:abyss-stack:artifact:d036a2110c420407733d9cbe","mime":"text/markdown","path":"mechanics/runtime-lifecycle/LANDING_LOG.md","repo":"abyss-stack","size_bytes":3211,"version_id":"aoa:abyss-stack:artifact-version:cffc3966bc79c09a124e96f2"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/LANDING_LOG.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/LANDING_LOG.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-landing-log","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#runtime-lifecycle-landing-log","title":"Runtime Lifecycle Landing Log"},{"anchor":"2026-05-07-initial-package-landing","level":2,"line":3,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-05-07-initial-package-landing","title":"2026-05-07 - Initial package landing"},{"anchor":"2026-05-13-wrapperbackend-topology","level":2,"line":11,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-05-13-wrapperbackend-topology","title":"2026-05-13 - Wrapper/backend topology"},{"anchor":"2026-05-13-package-card-completion","level":2,"line":20,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-05-13-package-card-completion","title":"2026-05-13 - Package card completion"},{"anchor":"2026-05-13-residual-frontier-alignment","level":2,"line":26,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-05-13-residual-frontier-alignment","title":"2026-05-13 - Residual frontier alignment"},{"anchor":"2026-05-13-live-runtime-cutover-and-source-runtime-parity-packets","level":2,"line":32,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-05-13-live-runtime-cutover-and-source-runtime-parity-packets","title":"2026-05-13 - live runtime cutover and source runtime parity packets"},{"anchor":"2026-07-13-loopback-mcp-owner-lifecycle","level":2,"line":39,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-07-13-loopback-mcp-owner-lifecycle","title":"2026-07-13 - Loopback MCP owner lifecycle"},{"anchor":"2026-08-20-two-phase-stack-mcp-runtime-repair","level":2,"line":47,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-08-20-two-phase-stack-mcp-runtime-repair","title":"2026-08-20 - Two-phase stack MCP runtime repair"},{"anchor":"2026-08-26-live-code-intelligence-source-candidate","level":2,"line":59,"ref":"mechanics/runtime-lifecycle/LANDING_LOG.md#2026-08-26-live-code-intelligence-source-candidate","title":"2026-08-26 - LIVE code-intelligence source candidate"}],"line_refs":["mechanics/runtime-lifecycle/LANDING_LOG.md:1"],"path_ref":"mechanics/runtime-lifecycle/LANDING_LOG.md"},"signs":{"attestation_ref":"","digest":"4067b0d9ee2278a96a91f7a1ab67ae0f6b39ffeebf628d14bea36e1a4ff6934f","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/60.jsonl b/kag/indexes/shards/source/60.jsonl
index 98c231858e..79f3097dab 100644
--- a/kag/indexes/shards/source/60.jsonl
+++ b/kag/indexes/shards/source/60.jsonl
@@ -1,5 +1,6 @@
 {"_key":"source:aoa:abyss-stack:artifact:038f62e6c706d511c4e6fb65","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"agents","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"494ba9782f84d56377f01baedf82ba4136c0871f0fc8189b069bba2f1587b7fd","git_blob_id":"2690b578c9b39c2f0f59069785a237753ae34b2b","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:038f62e6c706d511c4e6fb65","lineage_path":"mechanics/federation-seams/AGENTS.md","logical_id":"aoa:abyss-stack:artifact:038f62e6c706d511c4e6fb65","mime":"text/markdown","path":"mechanics/federation-seams/AGENTS.md","repo":"abyss-stack","size_bytes":1466,"version_id":"aoa:abyss-stack:artifact-version:abf42a6517bc581d2850cfa7"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/federation-seams/AGENTS.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/federation-seams/AGENTS.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"agentsmd","level":1,"line":1,"ref":"mechanics/federation-seams/AGENTS.md#agentsmd","title":"AGENTS.md"}],"line_refs":["mechanics/federation-seams/AGENTS.md:1"],"path_ref":"mechanics/federation-seams/AGENTS.md"},"signs":{"attestation_ref":"","digest":"494ba9782f84d56377f01baedf82ba4136c0871f0fc8189b069bba2f1587b7fd","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"1a2b6d07ed0340f9c60e4c7cf7665d1e12bcf93b28f816a04455e29215b3f6cb","git_blob_id":"afbfbf16de673866d13dadedd544151beb436a3d","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36","lineage_path":"mechanics/inference-pilots/parts/tos-foundation-lab/native_structure.py","logical_id":"aoa:abyss-stack:artifact:134abcc2adf9479072c4ba36","mime":"text/x-python","path":"mechanics/inference-pilots/parts/tos-foundation-lab/native_structure.py","repo":"abyss-stack","size_bytes":21483,"version_id":"aoa:abyss-stack:artifact-version:6bea2ce71350e9ca04e220b3"},"mechanics_role":"mechanic_part","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"mechanics/inference-pilots/parts/tos-foundation-lab/native_structure.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/inference-pilots/parts/tos-foundation-lab/native_structure.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/inference-pilots/parts/tos-foundation-lab/native_structure.py:1"],"path_ref":"mechanics/inference-pilots/parts/tos-foundation-lab/native_structure.py"},"signs":{"attestation_ref":"","digest":"1a2b6d07ed0340f9c60e4c7cf7665d1e12bcf93b28f816a04455e29215b3f6cb","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python mechanics/inference-pilots/parts/tos-foundation-lab/native_structure.py"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:3b83f383160522fdefb4ff78","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"f7b5bef54ea52089f6c51047ed9e7efad05238dde84679c5f9ab866ca9ed7003","git_blob_id":"a74875c38b901ec5807a952a50e765eee8035357","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:3b83f383160522fdefb4ff78","lineage_path":"mechanics/machine-fit/parts/README.md","logical_id":"aoa:abyss-stack:artifact:3b83f383160522fdefb4ff78","mime":"text/markdown","path":"mechanics/machine-fit/parts/README.md","repo":"abyss-stack","size_bytes":500,"version_id":"aoa:abyss-stack:artifact-version:53b51738f893f55693d3022e"},"mechanics_role":"part_doc","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/machine-fit/parts/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/machine-fit/parts/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"machine-fit-parts","level":1,"line":1,"ref":"mechanics/machine-fit/parts/README.md#machine-fit-parts","title":"Machine Fit Parts"}],"line_refs":["mechanics/machine-fit/parts/README.md:1"],"path_ref":"mechanics/machine-fit/parts/README.md"},"signs":{"attestation_ref":"","digest":"f7b5bef54ea52089f6c51047ed9e7efad05238dde84679c5f9ab866ca9ed7003","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"abyss-stack-live-code-intelligence-provider-v1"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"7c6d8b625c319e48664b6c3e66913f9e131ef34d00c417b008300212decdca26","git_blob_id":"690b5f25eff740a87fb1da54b188107b748d773a","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","lineage_path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json","logical_id":"aoa:abyss-stack:artifact:9a8ebf4aea0d02baab124f14","mime":"application/json","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json","repo":"abyss-stack","size_bytes":1877,"version_id":"aoa:abyss-stack:artifact-version:12af2266b2dae896283514d2"},"mechanics_role":"mechanic_part","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json:1"],"path_ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json"},"signs":{"attestation_ref":"","digest":"7c6d8b625c319e48664b6c3e66913f9e131ef34d00c417b008300212decdca26","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:bfabe8f4ea4a86b2d63e3c21","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"decision","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"2407e77275d6bbf6f9b0fb517daa74a043319fc83d642692a6bbd4927ade49c8","git_blob_id":"7ffc657e56998e4b499cc6f1c5827dd4206f08bb","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:bfabe8f4ea4a86b2d63e3c21","lineage_path":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md","logical_id":"aoa:abyss-stack:artifact:bfabe8f4ea4a86b2d63e3c21","mime":"text/markdown","path":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md","repo":"abyss-stack","size_bytes":4565,"version_id":"aoa:abyss-stack:artifact-version:c997a94120881a747d23d39c"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"modern-only-mcp-organ-runtime","level":1,"line":1,"ref":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md#modern-only-mcp-organ-runtime","title":"Modern-Only MCP Organ Runtime"},{"anchor":"index-metadata","level":2,"line":8,"ref":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md#index-metadata","title":"Index Metadata"},{"anchor":"context","level":2,"line":17,"ref":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md#context","title":"Context"},{"anchor":"options-considered","level":2,"line":27,"ref":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md#options-considered","title":"Options considered"},{"anchor":"decision","level":2,"line":37,"ref":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md#decision","title":"Decision"},{"anchor":"rationale","level":2,"line":58,"ref":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md#rationale","title":"Rationale"},{"anchor":"consequences","level":2,"line":68,"ref":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md#consequences","title":"Consequences"},{"anchor":"source-surfaces","level":2,"line":81,"ref":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md#source-surfaces","title":"Source surfaces"},{"anchor":"follow-up-route","level":2,"line":93,"ref":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md#follow-up-route","title":"Follow-up route"}],"line_refs":["docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md:1"],"path_ref":"docs/decisions/ABYSS-STACK-D-0108-modern-only-mcp-organ-runtime.md"},"signs":{"attestation_ref":"","digest":"2407e77275d6bbf6f9b0fb517daa74a043319fc83d642692a6bbd4927ade49c8","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:c6f4fedb0e36eba773a57925","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"aoa_delegation_adapter_v1"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"d0fbe566d976019d6409ac02de62eb26912592d07d01ea678e3479a1e1eccac2","git_blob_id":"0836d5cddfdfb18fba8d7b81a61abb90e83160b3","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:c6f4fedb0e36eba773a57925","lineage_path":"mechanics/governed-execution/parts/ephemeral-worker/profiles/codex-cli.external-incarnation.json","logical_id":"aoa:abyss-stack:artifact:c6f4fedb0e36eba773a57925","mime":"application/json","path":"mechanics/governed-execution/parts/ephemeral-worker/profiles/codex-cli.external-incarnation.json","repo":"abyss-stack","size_bytes":415,"version_id":"aoa:abyss-stack:artifact-version:75f8a7b9f6f2e86c96fe249b"},"mechanics_role":"mechanic_part","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/governed-execution/parts/ephemeral-worker/profiles/codex-cli.external-incarnation.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/governed-execution/parts/ephemeral-worker/profiles/codex-cli.external-incarnation.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/governed-execution/parts/ephemeral-worker/profiles/codex-cli.external-incarnation.json:1"],"path_ref":"mechanics/governed-execution/parts/ephemeral-worker/profiles/codex-cli.external-incarnation.json"},"signs":{"attestation_ref":"","digest":"d0fbe566d976019d6409ac02de62eb26912592d07d01ea678e3479a1e1eccac2","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/75.jsonl b/kag/indexes/shards/source/75.jsonl
index 33b3c5d00b..baace24839 100644
--- a/kag/indexes/shards/source/75.jsonl
+++ b/kag/indexes/shards/source/75.jsonl
@@ -1 +1,2 @@
 {"_key":"source:aoa:abyss-stack:artifact:b599b86ab5c856a42dcd2c02","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"service_unit","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"service_unit","classification":{"confidence":"high","primary_kind":"artifact"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"a505aee23f3741956b9b35bef962c30b8b4bb977fb73dfa4b59bc31d1c9b98d8","git_blob_id":"c4831ff72c822970a6af59fd819eae097d9fe91e","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:b599b86ab5c856a42dcd2c02","lineage_path":"systemd/user/aoa-organ-mcp-read-bootstrap@.service","logical_id":"aoa:abyss-stack:artifact:b599b86ab5c856a42dcd2c02","mime":"text/plain","path":"systemd/user/aoa-organ-mcp-read-bootstrap@.service","repo":"abyss-stack","size_bytes":1591,"version_id":"aoa:abyss-stack:artifact-version:f94404d90ce914135fc9d1ff"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"systemd/user/aoa-organ-mcp-read-bootstrap@.service"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"systemd/user/aoa-organ-mcp-read-bootstrap@.service","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["systemd/user/aoa-organ-mcp-read-bootstrap@.service:1"],"path_ref":"systemd/user/aoa-organ-mcp-read-bootstrap@.service"},"signs":{"attestation_ref":"","digest":"a505aee23f3741956b9b35bef962c30b8b4bb977fb73dfa4b59bc31d1c9b98d8","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"report","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"fa0f41f2a3f50b9fc22aec710cac69939a26fabed45e029ce2b3a0374f9552f5","git_blob_id":"2e417306b56c97fed8f4e5d0f6a966fec493065f","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","lineage_path":"reports/live-code-intelligence-direction-completion.md","logical_id":"aoa:abyss-stack:artifact:d91b36fa40d89693b7aedb80","mime":"text/markdown","path":"reports/live-code-intelligence-direction-completion.md","repo":"abyss-stack","size_bytes":9204,"version_id":"aoa:abyss-stack:artifact-version:203a295ec2cc02d3e50e6287"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"reports/live-code-intelligence-direction-completion.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"reports/live-code-intelligence-direction-completion.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"live-code-intelligence-direction-generation-63","level":1,"line":1,"ref":"reports/live-code-intelligence-direction-completion.md#live-code-intelligence-direction-generation-63","title":"LIVE code-intelligence direction — generation 63"},{"anchor":"return","level":2,"line":3,"ref":"reports/live-code-intelligence-direction-completion.md#return","title":"Return"},{"anchor":"changed-paths","level":2,"line":55,"ref":"reports/live-code-intelligence-direction-completion.md#changed-paths","title":"Changed paths"},{"anchor":"strongest-owner-local-validation","level":2,"line":94,"ref":"reports/live-code-intelligence-direction-completion.md#strongest-owner-local-validation","title":"Strongest owner-local validation"},{"anchor":"reviewed-boundaries-retained","level":2,"line":119,"ref":"reports/live-code-intelligence-direction-completion.md#reviewed-boundaries-retained","title":"Reviewed boundaries retained"},{"anchor":"runtime-return-abi","level":2,"line":137,"ref":"reports/live-code-intelligence-direction-completion.md#runtime-return-abi","title":"Runtime return ABI"},{"anchor":"effects-and-next-route","level":2,"line":153,"ref":"reports/live-code-intelligence-direction-completion.md#effects-and-next-route","title":"Effects and next route"},{"anchor":"fixed-validation-commands","level":2,"line":163,"ref":"reports/live-code-intelligence-direction-completion.md#fixed-validation-commands","title":"Fixed validation commands"}],"line_refs":["reports/live-code-intelligence-direction-completion.md:1"],"path_ref":"reports/live-code-intelligence-direction-completion.md"},"signs":{"attestation_ref":"","digest":"fa0f41f2a3f50b9fc22aec710cac69939a26fabed45e029ce2b3a0374f9552f5","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/85.jsonl b/kag/indexes/shards/source/85.jsonl
index 7735405904..d0267e687a 100644
--- a/kag/indexes/shards/source/85.jsonl
+++ b/kag/indexes/shards/source/85.jsonl
@@ -1,5 +1,5 @@
 {"_key":"source:aoa:abyss-stack:artifact:03d315bb758c2f535d250890","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"5363fb0af5c9e99741d5dad1ea292aeb24f31f55a64cb58e72bbf43352e9ebe0","git_blob_id":"280c4fd493729406307306f015090658f98eee07","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","lineage_path":"mechanics/inference-pilots/parts/local-trials/compatibility-runners/aoa-local-ai-trials","logical_id":"aoa:abyss-stack:artifact:03d315bb758c2f535d250890","mime":"text/x-python","path":"mechanics/inference-pilots/parts/local-trials/compatibility-runners/aoa-local-ai-trials","repo":"abyss-stack","size_bytes":345457,"version_id":"aoa:abyss-stack:artifact-version:739156f979fae2d7e62bca8a"},"mechanics_role":"mechanic_part","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"mechanics/inference-pilots/parts/local-trials/compatibility-runners/aoa-local-ai-trials"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/inference-pilots/parts/local-trials/compatibility-runners/aoa-local-ai-trials","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/inference-pilots/parts/local-trials/compatibility-runners/aoa-local-ai-trials:1"],"path_ref":"mechanics/inference-pilots/parts/local-trials/compatibility-runners/aoa-local-ai-trials"},"signs":{"attestation_ref":"","digest":"5363fb0af5c9e99741d5dad1ea292aeb24f31f55a64cb58e72bbf43352e9ebe0","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["mechanics/inference-pilots/parts/local-trials/compatibility-runners/aoa-local-ai-trials"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
-{"_key":"source:aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"parts","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"5a613148e5eb4a8dad70447663b64341dd9846e41349d61d92cc32a4e0585172","git_blob_id":"95636fe1da382d2ec6089e36fd43eab56e95ce84","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78","lineage_path":"mechanics/runtime-lifecycle/PARTS.md","logical_id":"aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78","mime":"text/markdown","path":"mechanics/runtime-lifecycle/PARTS.md","repo":"abyss-stack","size_bytes":3019,"version_id":"aoa:abyss-stack:artifact-version:dab12141228beb38ed9e77ae"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/PARTS.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/PARTS.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-parts","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/PARTS.md#runtime-lifecycle-parts","title":"Runtime Lifecycle Parts"}],"line_refs":["mechanics/runtime-lifecycle/PARTS.md:1"],"path_ref":"mechanics/runtime-lifecycle/PARTS.md"},"signs":{"attestation_ref":"","digest":"5a613148e5eb4a8dad70447663b64341dd9846e41349d61d92cc32a4e0585172","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"parts","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"3f79dbe1bdb242d22398c1a4c1dc4788a6ca65fb814fffdb28b28da8730a1fcf","git_blob_id":"67f97356e3f6728e32a526771caaad019fc76b54","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78","lineage_path":"mechanics/runtime-lifecycle/PARTS.md","logical_id":"aoa:abyss-stack:artifact:0b40cf041e7b7dd262051b78","mime":"text/markdown","path":"mechanics/runtime-lifecycle/PARTS.md","repo":"abyss-stack","size_bytes":3314,"version_id":"aoa:abyss-stack:artifact-version:9a2255349b24e66333f58f16"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/PARTS.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/PARTS.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-parts","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/PARTS.md#runtime-lifecycle-parts","title":"Runtime Lifecycle Parts"}],"line_refs":["mechanics/runtime-lifecycle/PARTS.md:1"],"path_ref":"mechanics/runtime-lifecycle/PARTS.md"},"signs":{"attestation_ref":"","digest":"3f79dbe1bdb242d22398c1a4c1dc4788a6ca65fb814fffdb28b28da8730a1fcf","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:3bfeae6be18a477bea553017","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"e4a24fab2a5275b657a90986da72be81c103cd34abe9afe9c1ea0e1900321c92","git_blob_id":"f6dd861ba8af2d973a6e266662bc85b6bfd018db","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:3bfeae6be18a477bea553017","lineage_path":"mcp/services/aoa-decisions-mcp/scripts/aoa_decisions_mcp_server.py","logical_id":"aoa:abyss-stack:artifact:3bfeae6be18a477bea553017","mime":"text/x-python","path":"mcp/services/aoa-decisions-mcp/scripts/aoa_decisions_mcp_server.py","repo":"abyss-stack","size_bytes":318,"version_id":"aoa:abyss-stack:artifact-version:4e185a4a06584099329476c7"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"mcp/services/aoa-decisions-mcp/scripts/aoa_decisions_mcp_server.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-decisions-mcp/scripts/aoa_decisions_mcp_server.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/aoa-decisions-mcp/scripts/aoa_decisions_mcp_server.py:1"],"path_ref":"mcp/services/aoa-decisions-mcp/scripts/aoa_decisions_mcp_server.py"},"signs":{"attestation_ref":"","digest":"e4a24fab2a5275b657a90986da72be81c103cd34abe9afe9c1ea0e1900321c92","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python mcp/services/aoa-decisions-mcp/scripts/aoa_decisions_mcp_server.py"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:5118c231e742391795fbeca3","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"design","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"0f6d6e349a56ef62e4bbfe0d7a7150d044235a74c7cf196a14e3880aa1235dec","git_blob_id":"978d3e0620696f3c76d8fe07d997907cfd5205bc","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:5118c231e742391795fbeca3","lineage_path":"mcp/services/aoa-4pda-connector-mcp/DESIGN.md","logical_id":"aoa:abyss-stack:artifact:5118c231e742391795fbeca3","mime":"text/markdown","path":"mcp/services/aoa-4pda-connector-mcp/DESIGN.md","repo":"abyss-stack","size_bytes":1693,"version_id":"aoa:abyss-stack:artifact-version:34ba36b10ccbc764ebcbf259"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mcp/services/aoa-4pda-connector-mcp/DESIGN.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-4pda-connector-mcp/DESIGN.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"aoa-4pda-connector-mcp-design","level":1,"line":1,"ref":"mcp/services/aoa-4pda-connector-mcp/DESIGN.md#aoa-4pda-connector-mcp-design","title":"AoA 4PDA Connector MCP Design"},{"anchor":"purpose","level":2,"line":3,"ref":"mcp/services/aoa-4pda-connector-mcp/DESIGN.md#purpose","title":"Purpose"},{"anchor":"shape","level":2,"line":9,"ref":"mcp/services/aoa-4pda-connector-mcp/DESIGN.md#shape","title":"Shape"},{"anchor":"authority","level":2,"line":28,"ref":"mcp/services/aoa-4pda-connector-mcp/DESIGN.md#authority","title":"Authority"},{"anchor":"non-goals","level":2,"line":36,"ref":"mcp/services/aoa-4pda-connector-mcp/DESIGN.md#non-goals","title":"Non-goals"}],"line_refs":["mcp/services/aoa-4pda-connector-mcp/DESIGN.md:1"],"path_ref":"mcp/services/aoa-4pda-connector-mcp/DESIGN.md"},"signs":{"attestation_ref":"","digest":"0f6d6e349a56ef62e4bbfe0d7a7150d044235a74c7cf196a14e3880aa1235dec","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:5cd3df65ec2e60f4eda3208c","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://abyss.local/schemas/abyss-stack-mcp/policy-audit-summary.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"6c00508b83ebcab514b4c603039820a1a3b5e7d79e26c6282768d88783ed6c41","git_blob_id":"007c72e996a6af482aa8397883cf0c6df5ac7c32","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:5cd3df65ec2e60f4eda3208c","lineage_path":"mcp/services/abyss-stack-mcp/schemas/policy-audit-summary.schema.json","logical_id":"aoa:abyss-stack:artifact:5cd3df65ec2e60f4eda3208c","mime":"application/json","path":"mcp/services/abyss-stack-mcp/schemas/policy-audit-summary.schema.json","repo":"abyss-stack","size_bytes":2703,"version_id":"aoa:abyss-stack:artifact-version:9595894b8a04158195984331"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mcp/services/abyss-stack-mcp/schemas/policy-audit-summary.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/abyss-stack-mcp/schemas/policy-audit-summary.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/abyss-stack-mcp/schemas/policy-audit-summary.schema.json:1"],"path_ref":"mcp/services/abyss-stack-mcp/schemas/policy-audit-summary.schema.json"},"signs":{"attestation_ref":"","digest":"6c00508b83ebcab514b4c603039820a1a3b5e7d79e26c6282768d88783ed6c41","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/a2.jsonl b/kag/indexes/shards/source/a2.jsonl
index 7ac845c0e1..c5e83f4bda 100644
--- a/kag/indexes/shards/source/a2.jsonl
+++ b/kag/indexes/shards/source/a2.jsonl
@@ -1,6 +1,7 @@
 {"_key":"source:aoa:abyss-stack:artifact:27f3f55b9f8657d60886d718","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"decision","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"3421ddc429a614cce91f5d0ce2439c37cfb2cd09ac4cad290432ad0faa0ddf0c","git_blob_id":"465ec8c0f36246a292902340ce761bd3ae6f9330","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:27f3f55b9f8657d60886d718","lineage_path":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md","logical_id":"aoa:abyss-stack:artifact:27f3f55b9f8657d60886d718","mime":"text/markdown","path":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md","repo":"abyss-stack","size_bytes":2935,"version_id":"aoa:abyss-stack:artifact-version:2fd0148a5a561d833dba7390"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"mechanics-topology-validator-module","level":1,"line":1,"ref":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md#mechanics-topology-validator-module","title":"Mechanics Topology Validator Module"},{"anchor":"index-metadata","level":2,"line":8,"ref":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md#index-metadata","title":"Index Metadata"},{"anchor":"context","level":2,"line":17,"ref":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md#context","title":"Context"},{"anchor":"options-considered","level":2,"line":29,"ref":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md#options-considered","title":"Options considered"},{"anchor":"decision","level":2,"line":36,"ref":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md#decision","title":"Decision"},{"anchor":"rationale","level":2,"line":45,"ref":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md#rationale","title":"Rationale"},{"anchor":"consequences","level":2,"line":55,"ref":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md#consequences","title":"Consequences"},{"anchor":"source-surfaces","level":2,"line":65,"ref":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md#source-surfaces","title":"Source surfaces"},{"anchor":"follow-up-route","level":2,"line":76,"ref":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md#follow-up-route","title":"Follow-up route"}],"line_refs":["docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md:1"],"path_ref":"docs/decisions/ABYSS-STACK-D-0057-mechanics-topology-validator-module.md"},"signs":{"attestation_ref":"","digest":"3421ddc429a614cce91f5d0ce2439c37cfb2cd09ac4cad290432ad0faa0ddf0c","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:3f9a778b411bd0a36e67cf1a","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"agents","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"db611d353928ea658ef510ba77faf6cf2cfe57890a6b390661303759c5e5e803","git_blob_id":"e673a6c61e58d2d4427270f0e74cff20d4d23a60","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:3f9a778b411bd0a36e67cf1a","lineage_path":"stats/AGENTS.md","logical_id":"aoa:abyss-stack:artifact:3f9a778b411bd0a36e67cf1a","mime":"text/markdown","path":"stats/AGENTS.md","repo":"abyss-stack","size_bytes":1645,"version_id":"aoa:abyss-stack:artifact-version:460390bf0f262d8f4dd208f6"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"stats/AGENTS.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"stats/AGENTS.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"agentsmd","level":1,"line":1,"ref":"stats/AGENTS.md#agentsmd","title":"AGENTS.md"},{"anchor":"applies-to","level":2,"line":5,"ref":"stats/AGENTS.md#applies-to","title":"Applies to"},{"anchor":"role","level":2,"line":9,"ref":"stats/AGENTS.md#role","title":"Role"},{"anchor":"read-before-editing","level":2,"line":15,"ref":"stats/AGENTS.md#read-before-editing","title":"Read before editing"},{"anchor":"boundaries","level":2,"line":23,"ref":"stats/AGENTS.md#boundaries","title":"Boundaries"},{"anchor":"validation","level":2,"line":34,"ref":"stats/AGENTS.md#validation","title":"Validation"},{"anchor":"closeout","level":2,"line":46,"ref":"stats/AGENTS.md#closeout","title":"Closeout"}],"line_refs":["stats/AGENTS.md:1"],"path_ref":"stats/AGENTS.md"},"signs":{"attestation_ref":"","digest":"db611d353928ea658ef510ba77faf6cf2cfe57890a6b390661303759c5e5e803","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:43e360dbc70b417dd36497c9","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"acf9955d9ac718b216a2b8a65eb2c32292fe2e2f4d0e5a62389448f315e83285","git_blob_id":"5aa5776c1699a9def1f122bf2979346e1d9c7e21","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:43e360dbc70b417dd36497c9","lineage_path":"scripts/validators/runtime_route_contracts.py","logical_id":"aoa:abyss-stack:artifact:43e360dbc70b417dd36497c9","mime":"text/x-python","path":"scripts/validators/runtime_route_contracts.py","repo":"abyss-stack","size_bytes":27763,"version_id":"aoa:abyss-stack:artifact-version:ff4760673144863299504e34"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"scripts/validators/runtime_route_contracts.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"scripts/validators/runtime_route_contracts.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["scripts/validators/runtime_route_contracts.py:1"],"path_ref":"scripts/validators/runtime_route_contracts.py"},"signs":{"attestation_ref":"","digest":"acf9955d9ac718b216a2b8a65eb2c32292fe2e2f4d0e5a62389448f315e83285","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:69b26a30c8346631d7633846","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://abyss-stack/schemas/machine-code-intelligence-evidence.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"b75287a9cf3efb6ed51fc2f03e51e17ca0fffafd6cc51e0b16f9adc9fce28716","git_blob_id":"38b94f12163a85dd771c5534e12bc60623d5921d","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","lineage_path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json","logical_id":"aoa:abyss-stack:artifact:69b26a30c8346631d7633846","mime":"application/json","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json","repo":"abyss-stack","size_bytes":8396,"version_id":"aoa:abyss-stack:artifact-version:d650abb10532bf5c96676341"},"mechanics_role":"part_schema","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json:1"],"path_ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json"},"signs":{"attestation_ref":"","digest":"b75287a9cf3efb6ed51fc2f03e51e17ca0fffafd6cc51e0b16f9adc9fce28716","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:7fb64988f4a9fa37173c7d8f","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://os-abyss.dev/schemas/codex-kag-next-lab-observation.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"da3251aa5894d74b214a2263eca098c8b33f3206588a1233e8068666fc2c9a73","git_blob_id":"a6d216f408b37a7c9543c152bd68d381d82606da","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:7fb64988f4a9fa37173c7d8f","lineage_path":"mcp/protocol-lab/schemas/codex-kag-next-lab-observation.schema.json","logical_id":"aoa:abyss-stack:artifact:7fb64988f4a9fa37173c7d8f","mime":"application/json","path":"mcp/protocol-lab/schemas/codex-kag-next-lab-observation.schema.json","repo":"abyss-stack","size_bytes":6192,"version_id":"aoa:abyss-stack:artifact-version:ba8f6350124bd388d09fd47e"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mcp/protocol-lab/schemas/codex-kag-next-lab-observation.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/protocol-lab/schemas/codex-kag-next-lab-observation.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/protocol-lab/schemas/codex-kag-next-lab-observation.schema.json:1"],"path_ref":"mcp/protocol-lab/schemas/codex-kag-next-lab-observation.schema.json"},"signs":{"attestation_ref":"","digest":"da3251aa5894d74b214a2263eca098c8b33f3206588a1233e8068666fc2c9a73","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:af141758c0e4176ae53be974","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"mechanics_surface","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"mechanics_surface","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"7966b5c8e9b858231e92d8ae4f9030af6e6dbd799ee3bde8279d29c5b2d55552","git_blob_id":"04d09954d8e9f62c08ee6261b78b5f6e8db92dbc","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:af141758c0e4176ae53be974","lineage_path":"mechanics/inference-pilots/parts/tos-foundation-lab/workbench/app.css","logical_id":"aoa:abyss-stack:artifact:af141758c0e4176ae53be974","mime":"text/css","path":"mechanics/inference-pilots/parts/tos-foundation-lab/workbench/app.css","repo":"abyss-stack","size_bytes":19411,"version_id":"aoa:abyss-stack:artifact-version:80b91b965099647ae2a094ff"},"mechanics_role":"mechanic_part","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/inference-pilots/parts/tos-foundation-lab/workbench/app.css"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/inference-pilots/parts/tos-foundation-lab/workbench/app.css","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/inference-pilots/parts/tos-foundation-lab/workbench/app.css:1"],"path_ref":"mechanics/inference-pilots/parts/tos-foundation-lab/workbench/app.css"},"signs":{"attestation_ref":"","digest":"7966b5c8e9b858231e92d8ae4f9030af6e6dbd799ee3bde8279d29c5b2d55552","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:c03a97fdab47a84fdab54135","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"decision","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"e3d1b491e5f82834854baab0a4872226f94efc4705a64f44f12ebfab8fcccbc1","git_blob_id":"52d530216ad76ea1871524a90514cb79b80bc570","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:c03a97fdab47a84fdab54135","lineage_path":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md","logical_id":"aoa:abyss-stack:artifact:c03a97fdab47a84fdab54135","mime":"text/markdown","path":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md","repo":"abyss-stack","size_bytes":4113,"version_id":"aoa:abyss-stack:artifact-version:fb61ec2ada88ba88a4b41482"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"codex-consumer-handoff-remains-owner-composed","level":1,"line":1,"ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md#codex-consumer-handoff-remains-owner-composed","title":"Codex Consumer Handoff Remains Owner-Composed"},{"anchor":"index-metadata","level":2,"line":8,"ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md#index-metadata","title":"Index Metadata"},{"anchor":"context","level":2,"line":17,"ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md#context","title":"Context"},{"anchor":"options-considered","level":2,"line":30,"ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md#options-considered","title":"Options considered"},{"anchor":"decision","level":2,"line":42,"ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md#decision","title":"Decision"},{"anchor":"rationale","level":2,"line":60,"ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md#rationale","title":"Rationale"},{"anchor":"consequences","level":2,"line":68,"ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md#consequences","title":"Consequences"},{"anchor":"claim-limits","level":2,"line":77,"ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md#claim-limits","title":"Claim limits"},{"anchor":"source-surfaces","level":2,"line":83,"ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md#source-surfaces","title":"Source surfaces"},{"anchor":"follow-up-route","level":2,"line":90,"ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md#follow-up-route","title":"Follow-up route"}],"line_refs":["docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md:1"],"path_ref":"docs/decisions/ABYSS-STACK-D-0097-codex-consumer-handoff-remains-owner-composed.md"},"signs":{"attestation_ref":"","digest":"e3d1b491e5f82834854baab0a4872226f94efc4705a64f44f12ebfab8fcccbc1","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/a6.jsonl b/kag/indexes/shards/source/a6.jsonl
index 2b963391da..622ee9231d 100644
--- a/kag/indexes/shards/source/a6.jsonl
+++ b/kag/indexes/shards/source/a6.jsonl
@@ -4,5 +4,6 @@
 {"_key":"source:aoa:abyss-stack:artifact:4c8c128d52206cbd0ec1740e","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"agents","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"da89bf8c8c34868dab1182ed875833698828ceffb5b638a6b11b20b4862a03a1","git_blob_id":"688b9c6cd838f4ed4b56934886adf38beb0bcfb0","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:4c8c128d52206cbd0ec1740e","lineage_path":"skills/AGENTS.md","logical_id":"aoa:abyss-stack:artifact:4c8c128d52206cbd0ec1740e","mime":"text/markdown","path":"skills/AGENTS.md","repo":"abyss-stack","size_bytes":1905,"version_id":"aoa:abyss-stack:artifact-version:61335a8bbe7a0e0dc5edd092"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"skills/AGENTS.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"skills/AGENTS.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"agentsmd","level":1,"line":1,"ref":"skills/AGENTS.md#agentsmd","title":"AGENTS.md"},{"anchor":"applies-to","level":2,"line":3,"ref":"skills/AGENTS.md#applies-to","title":"Applies to"},{"anchor":"role","level":2,"line":7,"ref":"skills/AGENTS.md#role","title":"Role"},{"anchor":"read-before-editing","level":2,"line":13,"ref":"skills/AGENTS.md#read-before-editing","title":"Read before editing"},{"anchor":"boundaries","level":2,"line":21,"ref":"skills/AGENTS.md#boundaries","title":"Boundaries"},{"anchor":"validation","level":2,"line":35,"ref":"skills/AGENTS.md#validation","title":"Validation"},{"anchor":"closeout","level":2,"line":47,"ref":"skills/AGENTS.md#closeout","title":"Closeout"}],"line_refs":["skills/AGENTS.md:1"],"path_ref":"skills/AGENTS.md"},"signs":{"attestation_ref":"","digest":"da89bf8c8c34868dab1182ed875833698828ceffb5b638a6b11b20b4862a03a1","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:7143893fdfbba453b2b6d91a","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"c85fb8ebabc78bf0141dcb5a7c4fa8147739248604fb5ca75732f136a6ab57a3","git_blob_id":"c93966f475a649bd5785a5a360ee8e3bb40271b1","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:7143893fdfbba453b2b6d91a","lineage_path":"mechanics/config-projection/LANDING_LOG.md","logical_id":"aoa:abyss-stack:artifact:7143893fdfbba453b2b6d91a","mime":"text/markdown","path":"mechanics/config-projection/LANDING_LOG.md","repo":"abyss-stack","size_bytes":2125,"version_id":"aoa:abyss-stack:artifact-version:ab52f9c2b558e15ff2e759a0"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/config-projection/LANDING_LOG.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/config-projection/LANDING_LOG.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"config-projection-landing-log","level":1,"line":1,"ref":"mechanics/config-projection/LANDING_LOG.md#config-projection-landing-log","title":"Config Projection Landing Log"},{"anchor":"2026-05-07-initial-package-landing","level":2,"line":3,"ref":"mechanics/config-projection/LANDING_LOG.md#2026-05-07-initial-package-landing","title":"2026-05-07 - Initial package landing"},{"anchor":"2026-05-13-wrapperbackend-topology","level":2,"line":11,"ref":"mechanics/config-projection/LANDING_LOG.md#2026-05-13-wrapperbackend-topology","title":"2026-05-13 - Wrapper/backend topology"},{"anchor":"2026-05-13-package-card-completion","level":2,"line":18,"ref":"mechanics/config-projection/LANDING_LOG.md#2026-05-13-package-card-completion","title":"2026-05-13 - Package card completion"},{"anchor":"2026-05-13-residual-frontier-alignment","level":2,"line":24,"ref":"mechanics/config-projection/LANDING_LOG.md#2026-05-13-residual-frontier-alignment","title":"2026-05-13 - Residual frontier alignment"},{"anchor":"2026-06-24-runtime-config-artifact-trust-gate","level":2,"line":31,"ref":"mechanics/config-projection/LANDING_LOG.md#2026-06-24-runtime-config-artifact-trust-gate","title":"2026-06-24 - Runtime config artifact trust-gate"},{"anchor":"2026-07-13-mcp-and-schema-projection-closure","level":2,"line":43,"ref":"mechanics/config-projection/LANDING_LOG.md#2026-07-13-mcp-and-schema-projection-closure","title":"2026-07-13 - MCP and schema projection closure"}],"line_refs":["mechanics/config-projection/LANDING_LOG.md:1"],"path_ref":"mechanics/config-projection/LANDING_LOG.md"},"signs":{"attestation_ref":"","digest":"c85fb8ebabc78bf0141dcb5a7c4fa8147739248604fb5ca75732f136a6ab57a3","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"2d6578a224fd80cedfbeb05dd6e6a453fbf2307105fdaf7b65114d45085fbfa1","git_blob_id":"b6e9d324239c2bf476544b03146bcc57f13b1d2c","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","lineage_path":"mcp/services/abyss-machine-mcp/src/abyss_machine_mcp/_runtime_identity.py","logical_id":"aoa:abyss-stack:artifact:9b3a22c011f137194f74e8b3","mime":"text/x-python","path":"mcp/services/abyss-machine-mcp/src/abyss_machine_mcp/_runtime_identity.py","repo":"abyss-stack","size_bytes":13551,"version_id":"aoa:abyss-stack:artifact-version:d6735c94726f3ea390d8cf5e"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mcp/services/abyss-machine-mcp/src/abyss_machine_mcp/_runtime_identity.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/abyss-machine-mcp/src/abyss_machine_mcp/_runtime_identity.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/abyss-machine-mcp/src/abyss_machine_mcp/_runtime_identity.py:1"],"path_ref":"mcp/services/abyss-machine-mcp/src/abyss_machine_mcp/_runtime_identity.py"},"signs":{"attestation_ref":"","digest":"2d6578a224fd80cedfbeb05dd6e6a453fbf2307105fdaf7b65114d45085fbfa1","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"mechanics_surface","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"mechanics_surface","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"cbaf92441e56f4d635b00c7d4232276d7313b2c4c6aea20b2f51d071bb556fe2","git_blob_id":"5cd6262e8cc9a0817430649ee4995e5a873d04e8","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","lineage_path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py","logical_id":"aoa:abyss-stack:artifact:a09af5a14d1e30b39e8e441e","mime":"text/x-python","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py","repo":"abyss-stack","size_bytes":303839,"version_id":"aoa:abyss-stack:artifact-version:b9deb5bf36d447d07785437b"},"mechanics_role":"mechanic_part","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py:1"],"path_ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py"},"signs":{"attestation_ref":"","digest":"cbaf92441e56f4d635b00c7d4232276d7313b2c4c6aea20b2f51d071bb556fe2","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:d054cc1bd49ed7eb8bfd8831","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"mechanics_surface","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"mechanics_surface","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"d342ea961f604480b7c092f48153e9c28c5ca5bfe50218343f150ba365484912","git_blob_id":"3977d71c2edaa157cb80d3d3900ac818283c4d21","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:d054cc1bd49ed7eb8bfd8831","lineage_path":"mechanics/federation-seams/parts/kag-seam/kag_runtime/vector.py","logical_id":"aoa:abyss-stack:artifact:d054cc1bd49ed7eb8bfd8831","mime":"text/x-python","path":"mechanics/federation-seams/parts/kag-seam/kag_runtime/vector.py","repo":"abyss-stack","size_bytes":38438,"version_id":"aoa:abyss-stack:artifact-version:be9e612435b7e35146838763"},"mechanics_role":"mechanic_part","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/federation-seams/parts/kag-seam/kag_runtime/vector.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/federation-seams/parts/kag-seam/kag_runtime/vector.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/federation-seams/parts/kag-seam/kag_runtime/vector.py:1"],"path_ref":"mechanics/federation-seams/parts/kag-seam/kag_runtime/vector.py"},"signs":{"attestation_ref":"","digest":"d342ea961f604480b7c092f48153e9c28c5ca5bfe50218343f150ba365484912","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:f4dabb850016c2d09e82cb08","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"5e013d54bd876ba17432b4bfbc8f149b63e47e691c867db91de695d9cdd1d469","git_blob_id":"0726c3389e9f81fa4fc8efd782ee3e0b4e7367df","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:f4dabb850016c2d09e82cb08","lineage_path":"mcp/services/tos-corpus-mcp/src/tos_corpus_mcp/core.py","logical_id":"aoa:abyss-stack:artifact:f4dabb850016c2d09e82cb08","mime":"text/x-python","path":"mcp/services/tos-corpus-mcp/src/tos_corpus_mcp/core.py","repo":"abyss-stack","size_bytes":40962,"version_id":"aoa:abyss-stack:artifact-version:e0a6506b4cd9565f6b0cadf3"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mcp/services/tos-corpus-mcp/src/tos_corpus_mcp/core.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/tos-corpus-mcp/src/tos_corpus_mcp/core.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/tos-corpus-mcp/src/tos_corpus_mcp/core.py:1"],"path_ref":"mcp/services/tos-corpus-mcp/src/tos_corpus_mcp/core.py"},"signs":{"attestation_ref":"","digest":"5e013d54bd876ba17432b4bfbc8f149b63e47e691c867db91de695d9cdd1d469","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/b1.jsonl b/kag/indexes/shards/source/b1.jsonl
index e1f912369f..417cdb2ca1 100644
--- a/kag/indexes/shards/source/b1.jsonl
+++ b/kag/indexes/shards/source/b1.jsonl
@@ -3,5 +3,6 @@
 {"_key":"source:aoa:abyss-stack:artifact:6864f99b89cde37bd6a64d45","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"service_unit","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"service_unit","classification":{"confidence":"high","primary_kind":"artifact"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"7cc3a896ecbb8ed4840c83f22cf25c2bfdcda8bb41a0d7ceeb844d98b2b28a6a","git_blob_id":"e516408c7e448573b094ca5a2aecc65eed94724a","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:6864f99b89cde37bd6a64d45","lineage_path":"systemd/user/abyss-ovms-unix.socket","logical_id":"aoa:abyss-stack:artifact:6864f99b89cde37bd6a64d45","mime":"text/plain","path":"systemd/user/abyss-ovms-unix.socket","repo":"abyss-stack","size_bytes":239,"version_id":"aoa:abyss-stack:artifact-version:e5f06dcaa45d3862e665e001"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"systemd/user/abyss-ovms-unix.socket"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"systemd/user/abyss-ovms-unix.socket","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["systemd/user/abyss-ovms-unix.socket:1"],"path_ref":"systemd/user/abyss-ovms-unix.socket"},"signs":{"attestation_ref":"","digest":"7cc3a896ecbb8ed4840c83f22cf25c2bfdcda8bb41a0d7ceeb844d98b2b28a6a","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:8442f99b758eb0b6fb87321e","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"legacy","contract_version":"none","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"198322b72215ba03f0d61b9bcf0d4efeb1f7d7518e9ed3469de25b1343596f56","git_blob_id":"f6f62d87eba176d52e72d0aa1b10f80d0fa6a2a7","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:8442f99b758eb0b6fb87321e","lineage_path":"schemas/deployment_runtime_record_v1.json","logical_id":"aoa:abyss-stack:artifact:8442f99b758eb0b6fb87321e","mime":"application/json","path":"mechanics/experience-runtime/legacy/artifacts/schemas/deployment_runtime_record_v1.json","repo":"abyss-stack","size_bytes":614,"version_id":"aoa:abyss-stack:artifact-version:7b188537c166cd359b777f1c"},"mechanics_role":"legacy","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mechanics/experience-runtime/legacy/artifacts/schemas/deployment_runtime_record_v1.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/experience-runtime/legacy/artifacts/schemas/deployment_runtime_record_v1.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/experience-runtime/legacy/artifacts/schemas/deployment_runtime_record_v1.json:1"],"path_ref":"mechanics/experience-runtime/legacy/artifacts/schemas/deployment_runtime_record_v1.json"},"signs":{"attestation_ref":"","digest":"198322b72215ba03f0d61b9bcf0d4efeb1f7d7518e9ed3469de25b1343596f56","signature_ref":"","verification_state":"digest-only"},"surface_state":"legacy","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:8df64e71d767e629bd06a9c5","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"38faea5a90f0fce20aafbecfee2a5cdcc8f2ecc31a7c21ad77ae76fbaddcb461","git_blob_id":"8739c411da81ddb49fe1e43b2a7541b377e052e6","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:8df64e71d767e629bd06a9c5","lineage_path":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md","logical_id":"aoa:abyss-stack:artifact:8df64e71d767e629bd06a9c5","mime":"text/markdown","path":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md","repo":"abyss-stack","size_bytes":4270,"version_id":"aoa:abyss-stack:artifact-version:0e538036acff5e59a9caa95d"},"mechanics_role":"part_doc","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"tree-of-sophia-experiment-law","level":1,"line":1,"ref":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md#tree-of-sophia-experiment-law","title":"Tree of Sophia Experiment Law"},{"anchor":"purpose","level":2,"line":3,"ref":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md#purpose","title":"Purpose"},{"anchor":"lifecycle","level":2,"line":10,"ref":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md#lifecycle","title":"Lifecycle"},{"anchor":"variant-law","level":2,"line":20,"ref":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md#variant-law","title":"Variant law"},{"anchor":"evidence-packet","level":2,"line":36,"ref":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md#evidence-packet","title":"Evidence packet"},{"anchor":"measurement-law","level":2,"line":57,"ref":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md#measurement-law","title":"Measurement law"},{"anchor":"owner-handoff","level":2,"line":87,"ref":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md#owner-handoff","title":"Owner handoff"}],"line_refs":["mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md:1"],"path_ref":"mechanics/inference-pilots/parts/tos-foundation-lab/docs/EXPERIMENT_LAW.md"},"signs":{"attestation_ref":"","digest":"38faea5a90f0fce20aafbecfee2a5cdcc8f2ecc31a7c21ad77ae76fbaddcb461","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:917cec6625087938323c2ac9","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"643baaa2ff5536463f69ba29be1e1fc26eb68ce75a01f41cb9653f22f1fce318","git_blob_id":"79a379b18f3a022c3ff753837c212657a77afc06","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","lineage_path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md","logical_id":"aoa:abyss-stack:artifact:917cec6625087938323c2ac9","mime":"text/markdown","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md","repo":"abyss-stack","size_bytes":11488,"version_id":"aoa:abyss-stack:artifact-version:60eec4172b750811630e0634"},"mechanics_role":"part_doc","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"live-code-intelligence","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md#live-code-intelligence","title":"LIVE Code Intelligence"},{"anchor":"mechanic-card","level":2,"line":3,"ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md#mechanic-card","title":"Mechanic card"},{"anchor":"trigger","level":3,"line":10,"ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md#trigger","title":"Trigger"},{"anchor":"abyss-stack-owns","level":3,"line":15,"ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md#abyss-stack-owns","title":"abyss-stack owns"},{"anchor":"stronger-owner-split","level":3,"line":22,"ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md#stronger-owner-split","title":"Stronger owner split"},{"anchor":"inputs","level":3,"line":29,"ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md#inputs","title":"Inputs"},{"anchor":"outputs","level":3,"line":37,"ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md#outputs","title":"Outputs"},{"anchor":"must-not-claim","level":3,"line":170,"ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md#must-not-claim","title":"Must not claim"},{"anchor":"validation","level":3,"line":179,"ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md#validation","title":"Validation"},{"anchor":"next-route","level":3,"line":189,"ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md#next-route","title":"Next route"}],"line_refs":["mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md:1"],"path_ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md"},"signs":{"attestation_ref":"","digest":"643baaa2ff5536463f69ba29be1e1fc26eb68ce75a01f41cb9653f22f1fce318","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:c27bdb70896363558fd65790","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"service_unit","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"service_unit","classification":{"confidence":"high","primary_kind":"artifact"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"1787ebbe22bf31dad13e5cf8d4b30a1bcf47d636f66618e5272af827aa68f603","git_blob_id":"30afc86330c63aa405c7c839ad52e60373e549b4","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:c27bdb70896363558fd65790","lineage_path":"systemd/user/abyss-gemma4-spark-micro.service","logical_id":"aoa:abyss-stack:artifact:c27bdb70896363558fd65790","mime":"text/plain","path":"systemd/user/abyss-gemma4-spark-micro.service","repo":"abyss-stack","size_bytes":741,"version_id":"aoa:abyss-stack:artifact-version:57003ebd9000e3905cb75e56"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"systemd/user/abyss-gemma4-spark-micro.service"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"systemd/user/abyss-gemma4-spark-micro.service","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["systemd/user/abyss-gemma4-spark-micro.service:1"],"path_ref":"systemd/user/abyss-gemma4-spark-micro.service"},"signs":{"attestation_ref":"","digest":"1787ebbe22bf31dad13e5cf8d4b30a1bcf47d636f66618e5272af827aa68f603","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:cba0e7a41010a450abbda175","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://abyss-stack/mechanics/inference-pilots/tos-foundation-lab/source-visible-model-inspection.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"5153a34b3ce9f71cb127ff67325aa46c73ca0e9f5d21de0fa4402f5fbb7aff62","git_blob_id":"fb8057b2e7c60ff74f6d33e7b86ac2606a13a6fc","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:cba0e7a41010a450abbda175","lineage_path":"mechanics/inference-pilots/parts/tos-foundation-lab/schemas/source-visible-model-inspection.schema.json","logical_id":"aoa:abyss-stack:artifact:cba0e7a41010a450abbda175","mime":"application/json","path":"mechanics/inference-pilots/parts/tos-foundation-lab/schemas/source-visible-model-inspection.schema.json","repo":"abyss-stack","size_bytes":2739,"version_id":"aoa:abyss-stack:artifact-version:4dfd440ba93b01eec9d5e909"},"mechanics_role":"part_schema","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mechanics/inference-pilots/parts/tos-foundation-lab/schemas/source-visible-model-inspection.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/inference-pilots/parts/tos-foundation-lab/schemas/source-visible-model-inspection.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/inference-pilots/parts/tos-foundation-lab/schemas/source-visible-model-inspection.schema.json:1"],"path_ref":"mechanics/inference-pilots/parts/tos-foundation-lab/schemas/source-visible-model-inspection.schema.json"},"signs":{"attestation_ref":"","digest":"5153a34b3ce9f71cb127ff67325aa46c73ca0e9f5d21de0fa4402f5fbb7aff62","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/d2.jsonl b/kag/indexes/shards/source/d2.jsonl
index 5f261733cf..0ff67451d4 100644
--- a/kag/indexes/shards/source/d2.jsonl
+++ b/kag/indexes/shards/source/d2.jsonl
@@ -1,7 +1,7 @@
 {"_key":"source:aoa:abyss-stack:artifact:11b04c968ffb2dfd08dbf451","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"test","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"test","classification":{"confidence":"high","primary_kind":"command"},"code_role":"test","command_role":"test","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"b80569bbf0385b4dff5b7bd9c1101d4790ba6f9e7df5535c9b6fa09c10ef534a","git_blob_id":"cfd6572909003dc4ee82cf15a66da92cc3e515b2","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:11b04c968ffb2dfd08dbf451","lineage_path":"mcp/services/abyss-stack-mcp/tests/test_preflight.py","logical_id":"aoa:abyss-stack:artifact:11b04c968ffb2dfd08dbf451","mime":"text/x-python","path":"mcp/services/abyss-stack-mcp/tests/test_preflight.py","repo":"abyss-stack","size_bytes":43797,"version_id":"aoa:abyss-stack:artifact-version:be35bb1288314ce91153e943"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"test_owner","surface":"mcp/services/abyss-stack-mcp/tests/test_preflight.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/abyss-stack-mcp/tests/test_preflight.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/abyss-stack-mcp/tests/test_preflight.py:1"],"path_ref":"mcp/services/abyss-stack-mcp/tests/test_preflight.py"},"signs":{"attestation_ref":"","digest":"b80569bbf0385b4dff5b7bd9c1101d4790ba6f9e7df5535c9b6fa09c10ef534a","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python -m pytest -q"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:30fe20e886758c3b25999916","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"e2aaaf1ac161062c4f9e48a219a600759467921be74036e43434e9ed632b4d0e","git_blob_id":"c9aa3ee1391cda27197543078277200da49031f9","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:30fe20e886758c3b25999916","lineage_path":"scripts/aoa-status#generation-2","logical_id":"aoa:abyss-stack:artifact:30fe20e886758c3b25999916","mime":"application/x-sh","path":"scripts/aoa-status","repo":"abyss-stack","size_bytes":193,"version_id":"aoa:abyss-stack:artifact-version:a00f8d1c1dc7cb6d2115cb32"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"scripts/aoa-status"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"scripts/aoa-status","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["scripts/aoa-status:1"],"path_ref":"scripts/aoa-status"},"signs":{"attestation_ref":"","digest":"e2aaaf1ac161062c4f9e48a219a600759467921be74036e43434e9ed632b4d0e","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["scripts/aoa-status"],"required_tools":["bash"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:5488dc9c6dca3d42ab70bf24","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"receipt","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"receipt","classification":{"confidence":"high","primary_kind":"artifact"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"672faace2a8e790e1862f81e3994e7f18eb6a713243fd70747189583dceb6682","git_blob_id":"577a6bccd64ca445da2baedc830b1629091c0cbd","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:5488dc9c6dca3d42ab70bf24","lineage_path":"memo/receipts/20260802T020850Z.export-abyss-stack-20260802t020850z-owner-author.forwarding-receipt.json","logical_id":"aoa:abyss-stack:artifact:5488dc9c6dca3d42ab70bf24","mime":"application/json","path":"memo/receipts/20260802T020850Z.export-abyss-stack-20260802t020850z-owner-author.forwarding-receipt.json","repo":"abyss-stack","size_bytes":753,"version_id":"aoa:abyss-stack:artifact-version:8a089cce3bb362cebb240cd0"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"memo/receipts/20260802T020850Z.export-abyss-stack-20260802t020850z-owner-author.forwarding-receipt.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"generated_receipt","path":"memo/receipts/20260802T020850Z.export-abyss-stack-20260802t020850z-owner-author.forwarding-receipt.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["memo/receipts/20260802T020850Z.export-abyss-stack-20260802t020850z-owner-author.forwarding-receipt.json:1"],"path_ref":"memo/receipts/20260802T020850Z.export-abyss-stack-20260802t020850z-owner-author.forwarding-receipt.json"},"signs":{"attestation_ref":"","digest":"672faace2a8e790e1862f81e3994e7f18eb6a713243fd70747189583dceb6682","signature_ref":"","verification_state":"digest-only"},"surface_state":"receipt","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
-{"_key":"source:aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"provenance","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"f9d9599367f8d561bbc445b739b473e192df2b9fe44a4c9f9b69ca201bfcbafb","git_blob_id":"ab9476c9fca3c1fc8e45379a3ed03a0c42d8c0ce","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","lineage_path":"mechanics/runtime-lifecycle/PROVENANCE.md","logical_id":"aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","mime":"text/markdown","path":"mechanics/runtime-lifecycle/PROVENANCE.md","repo":"abyss-stack","size_bytes":1555,"version_id":"aoa:abyss-stack:artifact-version:732803884fe7f6171d2622bc"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/PROVENANCE.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/PROVENANCE.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-provenance","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/PROVENANCE.md#runtime-lifecycle-provenance","title":"Runtime Lifecycle Provenance"},{"anchor":"owner-boundary","level":2,"line":15,"ref":"mechanics/runtime-lifecycle/PROVENANCE.md#owner-boundary","title":"Owner Boundary"},{"anchor":"current-bridges","level":2,"line":22,"ref":"mechanics/runtime-lifecycle/PROVENANCE.md#current-bridges","title":"Current Bridges"}],"line_refs":["mechanics/runtime-lifecycle/PROVENANCE.md:1"],"path_ref":"mechanics/runtime-lifecycle/PROVENANCE.md"},"signs":{"attestation_ref":"","digest":"f9d9599367f8d561bbc445b739b473e192df2b9fe44a4c9f9b69ca201bfcbafb","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"provenance","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"9262495a43fac83ca869ccf01dd95ba7a44048e2231527de93ef4c5eac18a371","git_blob_id":"0ed0cd40be678deeb089d846d0287fa99331a0e7","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","lineage_path":"mechanics/runtime-lifecycle/PROVENANCE.md","logical_id":"aoa:abyss-stack:artifact:7da16eb3eea0afeebbdbc60b","mime":"text/markdown","path":"mechanics/runtime-lifecycle/PROVENANCE.md","repo":"abyss-stack","size_bytes":1758,"version_id":"aoa:abyss-stack:artifact-version:d637084ca6e447358aae2181"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/PROVENANCE.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/PROVENANCE.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-provenance","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/PROVENANCE.md#runtime-lifecycle-provenance","title":"Runtime Lifecycle Provenance"},{"anchor":"owner-boundary","level":2,"line":15,"ref":"mechanics/runtime-lifecycle/PROVENANCE.md#owner-boundary","title":"Owner Boundary"},{"anchor":"current-bridges","level":2,"line":22,"ref":"mechanics/runtime-lifecycle/PROVENANCE.md#current-bridges","title":"Current Bridges"}],"line_refs":["mechanics/runtime-lifecycle/PROVENANCE.md:1"],"path_ref":"mechanics/runtime-lifecycle/PROVENANCE.md"},"signs":{"attestation_ref":"","digest":"9262495a43fac83ca869ccf01dd95ba7a44048e2231527de93ef4c5eac18a371","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:8aa5ea33d78ad3ddb413325d","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"diagnostic_session_v1"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"8075f0ba6745e3748f632dc1460a01c589d972cc0f5bec8557e07455742ce229","git_blob_id":"93ee97b2dee71afba3f25719ff2217200fc7df36","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:8aa5ea33d78ad3ddb413325d","lineage_path":"examples/diagnostic_session.min.example.json","logical_id":"aoa:abyss-stack:artifact:8aa5ea33d78ad3ddb413325d","mime":"application/json","path":"mechanics/diagnostic-spine/parts/diagnostic-surfaces/examples/diagnostic_session.min.example.json","repo":"abyss-stack","size_bytes":2707,"version_id":"aoa:abyss-stack:artifact-version:869de3e695a1edbdff1e3297"},"mechanics_role":"mechanic_part","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/diagnostic-spine/parts/diagnostic-surfaces/examples/diagnostic_session.min.example.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/diagnostic-spine/parts/diagnostic-surfaces/examples/diagnostic_session.min.example.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/diagnostic-spine/parts/diagnostic-surfaces/examples/diagnostic_session.min.example.json:1"],"path_ref":"mechanics/diagnostic-spine/parts/diagnostic-surfaces/examples/diagnostic_session.min.example.json"},"signs":{"attestation_ref":"","digest":"8075f0ba6745e3748f632dc1460a01c589d972cc0f5bec8557e07455742ce229","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:d2e12082a72b80c709643be1","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"4d5ae23f28a43bf4d54216d956987e7a221fda43cf8993e4c4a15b2b068c0826","git_blob_id":"6591822282bd63d4b90faf3a6714c9e78a0b3e60","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:d2e12082a72b80c709643be1","lineage_path":"compose/tuning/llamacpp.intel-285h.kv-iq4nl-lab.yml","logical_id":"aoa:abyss-stack:artifact:d2e12082a72b80c709643be1","mime":"application/yaml","path":"compose/tuning/llamacpp.intel-285h.kv-iq4nl-lab.yml","repo":"abyss-stack","size_bytes":505,"version_id":"aoa:abyss-stack:artifact-version:46c63aada8a519409e3f75b5"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"compose/tuning/llamacpp.intel-285h.kv-iq4nl-lab.yml"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"compose/tuning/llamacpp.intel-285h.kv-iq4nl-lab.yml","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["compose/tuning/llamacpp.intel-285h.kv-iq4nl-lab.yml:1"],"path_ref":"compose/tuning/llamacpp.intel-285h.kv-iq4nl-lab.yml"},"signs":{"attestation_ref":"","digest":"4d5ae23f28a43bf4d54216d956987e7a221fda43cf8993e4c4a15b2b068c0826","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:f0ab274e5709e945d49b9e92","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://8dionysus.github.io/schemas/abyss-stack-mcp/organ-access.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"fa9bb1cf99aa006dccf356a375e7244573729dd58844dd6e77dc4b1a54763bdf","git_blob_id":"c169e2ce4d68954cb274ddfc8adffcaff1f7e1f9","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:f0ab274e5709e945d49b9e92","lineage_path":"mcp/services/abyss-stack-mcp/schemas/organ-access.schema.json","logical_id":"aoa:abyss-stack:artifact:f0ab274e5709e945d49b9e92","mime":"application/json","path":"mcp/services/abyss-stack-mcp/schemas/organ-access.schema.json","repo":"abyss-stack","size_bytes":6981,"version_id":"aoa:abyss-stack:artifact-version:4f123788cdf677ab6d26511c"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mcp/services/abyss-stack-mcp/schemas/organ-access.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/abyss-stack-mcp/schemas/organ-access.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/abyss-stack-mcp/schemas/organ-access.schema.json:1"],"path_ref":"mcp/services/abyss-stack-mcp/schemas/organ-access.schema.json"},"signs":{"attestation_ref":"","digest":"fa9bb1cf99aa006dccf356a375e7244573729dd58844dd6e77dc4b1a54763bdf","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/d3.jsonl b/kag/indexes/shards/source/d3.jsonl
index a95c5b1d3c..adde399918 100644
--- a/kag/indexes/shards/source/d3.jsonl
+++ b/kag/indexes/shards/source/d3.jsonl
@@ -2,7 +2,7 @@
 {"_key":"source:aoa:abyss-stack:artifact:14126e4b47cfaa3be4382fc0","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"design","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"630969fa88d28a8632e301b4006730c9b745c6441ff02814ca7ca3db0eba22c7","git_blob_id":"33cd9b1c61f3f8ae290409e7a0c62390013d3ebf","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:14126e4b47cfaa3be4382fc0","lineage_path":"mcp/services/aoa-xda-connector-mcp/DESIGN.md","logical_id":"aoa:abyss-stack:artifact:14126e4b47cfaa3be4382fc0","mime":"text/markdown","path":"mcp/services/aoa-xda-connector-mcp/DESIGN.md","repo":"abyss-stack","size_bytes":243,"version_id":"aoa:abyss-stack:artifact-version:a00359e70ba869d6733e2b6e"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mcp/services/aoa-xda-connector-mcp/DESIGN.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-xda-connector-mcp/DESIGN.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"design","level":1,"line":1,"ref":"mcp/services/aoa-xda-connector-mcp/DESIGN.md#design","title":"Design"}],"line_refs":["mcp/services/aoa-xda-connector-mcp/DESIGN.md:1"],"path_ref":"mcp/services/aoa-xda-connector-mcp/DESIGN.md"},"signs":{"attestation_ref":"","digest":"630969fa88d28a8632e301b4006730c9b745c6441ff02814ca7ca3db0eba22c7","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:4e685cc95695d58542879f99","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"design","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"8d42139a81329376c8b0bef4494aedbfcb84a8cca01b9691e0f9c9c79be375f4","git_blob_id":"0a371157796c65b0168b03c8ab6341225a950598","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:4e685cc95695d58542879f99","lineage_path":"mcp/services/aoa-course-connector-mcp/DESIGN.md","logical_id":"aoa:abyss-stack:artifact:4e685cc95695d58542879f99","mime":"text/markdown","path":"mcp/services/aoa-course-connector-mcp/DESIGN.md","repo":"abyss-stack","size_bytes":284,"version_id":"aoa:abyss-stack:artifact-version:f35f0d24db5b1519368b130c"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mcp/services/aoa-course-connector-mcp/DESIGN.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-course-connector-mcp/DESIGN.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"design","level":1,"line":1,"ref":"mcp/services/aoa-course-connector-mcp/DESIGN.md#design","title":"Design"}],"line_refs":["mcp/services/aoa-course-connector-mcp/DESIGN.md:1"],"path_ref":"mcp/services/aoa-course-connector-mcp/DESIGN.md"},"signs":{"attestation_ref":"","digest":"8d42139a81329376c8b0bef4494aedbfcb84a8cca01b9691e0f9c9c79be375f4","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:94a87e80213bf92a684115ee","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"32a95573e3c5ac57d8506f7807478b55b999f8dabb0a304dc350e8a6ea1068d8","git_blob_id":"f5c8876ea52683344b5f244d5dbdb073fd9de564","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:94a87e80213bf92a684115ee","lineage_path":"mechanics/inference-pilots/parts/langgraph-pilot/README.md","logical_id":"aoa:abyss-stack:artifact:94a87e80213bf92a684115ee","mime":"text/markdown","path":"mechanics/inference-pilots/parts/langgraph-pilot/README.md","repo":"abyss-stack","size_bytes":421,"version_id":"aoa:abyss-stack:artifact-version:a07dd22c28318a9520853de8"},"mechanics_role":"part_doc","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/inference-pilots/parts/langgraph-pilot/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/inference-pilots/parts/langgraph-pilot/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"langgraph-pilot","level":1,"line":1,"ref":"mechanics/inference-pilots/parts/langgraph-pilot/README.md#langgraph-pilot","title":"LangGraph Pilot"}],"line_refs":["mechanics/inference-pilots/parts/langgraph-pilot/README.md:1"],"path_ref":"mechanics/inference-pilots/parts/langgraph-pilot/README.md"},"signs":{"attestation_ref":"","digest":"32a95573e3c5ac57d8506f7807478b55b999f8dabb0a304dc350e8a6ea1068d8","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
-{"_key":"source:aoa:abyss-stack:artifact:9a7f71117ce98a1a15bb5d36","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"d1f4e5e425676701161b27d6dd2b86d19897fe3625ddf5d2d96f7a6335c650dd","git_blob_id":"d49d280bfb26ac3fb857b02f189131c8519b11ea","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:9a7f71117ce98a1a15bb5d36","lineage_path":"mechanics/runtime-lifecycle/DIRECTION.md","logical_id":"aoa:abyss-stack:artifact:9a7f71117ce98a1a15bb5d36","mime":"text/markdown","path":"mechanics/runtime-lifecycle/DIRECTION.md","repo":"abyss-stack","size_bytes":805,"version_id":"aoa:abyss-stack:artifact-version:6fb4f45c6a1937dee198cd60"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/DIRECTION.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/DIRECTION.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-direction","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/DIRECTION.md#runtime-lifecycle-direction","title":"Runtime Lifecycle Direction"}],"line_refs":["mechanics/runtime-lifecycle/DIRECTION.md:1"],"path_ref":"mechanics/runtime-lifecycle/DIRECTION.md"},"signs":{"attestation_ref":"","digest":"d1f4e5e425676701161b27d6dd2b86d19897fe3625ddf5d2d96f7a6335c650dd","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:9a7f71117ce98a1a15bb5d36","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"fadcb2fd197268cb0901ba20c65886912140fb62d42e4357a5ac3cc8d4c19763","git_blob_id":"4552afbbfc12bc3fe449f59531597a61a49eddd1","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:9a7f71117ce98a1a15bb5d36","lineage_path":"mechanics/runtime-lifecycle/DIRECTION.md","logical_id":"aoa:abyss-stack:artifact:9a7f71117ce98a1a15bb5d36","mime":"text/markdown","path":"mechanics/runtime-lifecycle/DIRECTION.md","repo":"abyss-stack","size_bytes":983,"version_id":"aoa:abyss-stack:artifact-version:8dfd9918ba0677a27cd5ce38"},"mechanics_role":"mechanic_package","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/DIRECTION.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/DIRECTION.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-direction","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/DIRECTION.md#runtime-lifecycle-direction","title":"Runtime Lifecycle Direction"}],"line_refs":["mechanics/runtime-lifecycle/DIRECTION.md:1"],"path_ref":"mechanics/runtime-lifecycle/DIRECTION.md"},"signs":{"attestation_ref":"","digest":"fadcb2fd197268cb0901ba20c65886912140fb62d42e4357a5ac3cc8d4c19763","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:af1b0f6b4885a4dd17ae8c82","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"legacy","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"9e383d998f4df55f07a466d7561830a35528013febf240ac5e36cadae3f03408","git_blob_id":"41598cc1e42a1d042fe05bce9440f2ab6b733f53","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:af1b0f6b4885a4dd17ae8c82","lineage_path":"docs/OFFICE_MESH_STORAGE_PLAN.md","logical_id":"aoa:abyss-stack:artifact:af1b0f6b4885a4dd17ae8c82","mime":"text/markdown","path":"mechanics/experience-runtime/legacy/raw/OFFICE_MESH_STORAGE_PLAN.md","repo":"abyss-stack","size_bytes":1017,"version_id":"aoa:abyss-stack:artifact-version:d38194d059bbd8514f526e30"},"mechanics_role":"legacy","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/experience-runtime/legacy/raw/OFFICE_MESH_STORAGE_PLAN.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/experience-runtime/legacy/raw/OFFICE_MESH_STORAGE_PLAN.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"office-mesh-storage-plan","level":1,"line":1,"ref":"mechanics/experience-runtime/legacy/raw/OFFICE_MESH_STORAGE_PLAN.md#office-mesh-storage-plan","title":"Office Mesh Storage Plan"},{"anchor":"purpose","level":2,"line":5,"ref":"mechanics/experience-runtime/legacy/raw/OFFICE_MESH_STORAGE_PLAN.md#purpose","title":"Purpose"},{"anchor":"authority-source","level":2,"line":9,"ref":"mechanics/experience-runtime/legacy/raw/OFFICE_MESH_STORAGE_PLAN.md#authority-source","title":"Authority Source"},{"anchor":"shape","level":2,"line":13,"ref":"mechanics/experience-runtime/legacy/raw/OFFICE_MESH_STORAGE_PLAN.md#shape","title":"Shape"}],"line_refs":["mechanics/experience-runtime/legacy/raw/OFFICE_MESH_STORAGE_PLAN.md:1"],"path_ref":"mechanics/experience-runtime/legacy/raw/OFFICE_MESH_STORAGE_PLAN.md"},"signs":{"attestation_ref":"","digest":"9e383d998f4df55f07a466d7561830a35528013febf240ac5e36cadae3f03408","signature_ref":"","verification_state":"digest-only"},"surface_state":"legacy","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:b4153a7fefe3f1d4326d39be","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"c72cd423c06145c8269345a835a058b9db5f7dad7e136dde1ec039cd6babca88","git_blob_id":"5e03dc90956b55cd619439e97e0ed10f552bbbd6","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:b4153a7fefe3f1d4326d39be","lineage_path":"mcp/services/aoa-session-memory-mcp/src/aoa_session_memory_mcp/server.py","logical_id":"aoa:abyss-stack:artifact:b4153a7fefe3f1d4326d39be","mime":"text/x-python","path":"mcp/services/aoa-session-memory-mcp/src/aoa_session_memory_mcp/server.py","repo":"abyss-stack","size_bytes":42739,"version_id":"aoa:abyss-stack:artifact-version:df182f7e933da7664d96cf96"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mcp/services/aoa-session-memory-mcp/src/aoa_session_memory_mcp/server.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-session-memory-mcp/src/aoa_session_memory_mcp/server.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/aoa-session-memory-mcp/src/aoa_session_memory_mcp/server.py:1"],"path_ref":"mcp/services/aoa-session-memory-mcp/src/aoa_session_memory_mcp/server.py"},"signs":{"attestation_ref":"","digest":"c72cd423c06145c8269345a835a058b9db5f7dad7e136dde1ec039cd6babca88","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:e1d137e8807565b0f3ac67ab","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"344efb137b416688f609ed98c951f84ced777f9fb42b0b82b9c6aa937cc4765c","git_blob_id":"27a966162e3506a07b0dd7c099aab6a4c136f363","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:e1d137e8807565b0f3ac67ab","lineage_path":"mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/_http_auth.py","logical_id":"aoa:abyss-stack:artifact:e1d137e8807565b0f3ac67ab","mime":"text/x-python","path":"mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/_http_auth.py","repo":"abyss-stack","size_bytes":6914,"version_id":"aoa:abyss-stack:artifact-version:de92fb9029b128e3ac60be49"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/_http_auth.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/_http_auth.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/_http_auth.py:1"],"path_ref":"mcp/services/aoa-discord-connector-mcp/src/aoa_discord_connector_mcp/_http_auth.py"},"signs":{"attestation_ref":"","digest":"344efb137b416688f609ed98c951f84ced777f9fb42b0b82b9c6aa937cc4765c","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/dd.jsonl b/kag/indexes/shards/source/dd.jsonl
index d5ccc496da..518dac6a96 100644
--- a/kag/indexes/shards/source/dd.jsonl
+++ b/kag/indexes/shards/source/dd.jsonl
@@ -1,5 +1,5 @@
 {"_key":"source:aoa:abyss-stack:artifact:0f2e680584c74140fcb78bc1","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"test","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"test","classification":{"confidence":"high","primary_kind":"command"},"code_role":"test","command_role":"test","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"83087145469e8c401e9e743594b20b20c53318bb532b29dac1e11ff60cac647e","git_blob_id":"33fc6f15583f0253deba2443bd873562bf6cce36","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:0f2e680584c74140fcb78bc1","lineage_path":"tests/test_workspace_decision_graph.py","logical_id":"aoa:abyss-stack:artifact:0f2e680584c74140fcb78bc1","mime":"text/x-python","path":"tests/test_workspace_decision_graph.py","repo":"abyss-stack","size_bytes":16086,"version_id":"aoa:abyss-stack:artifact-version:f50f91f8e73118c4c1017a02"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"test_owner","surface":"tests/test_workspace_decision_graph.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"tests/test_workspace_decision_graph.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["tests/test_workspace_decision_graph.py:1"],"path_ref":"tests/test_workspace_decision_graph.py"},"signs":{"attestation_ref":"","digest":"83087145469e8c401e9e743594b20b20c53318bb532b29dac1e11ff60cac647e","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python -m pytest -q"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
-{"_key":"source:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"test","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"test","classification":{"confidence":"high","primary_kind":"command"},"code_role":"test","command_role":"test","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"01cab892649edf7192009764c40109076852b0582697ca5267da1c741eec1930","git_blob_id":"44972d1c504028ffa932a68bac6d97364a6a8056","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","lineage_path":"tests/test_schema_contracts.py","logical_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","mime":"text/x-python","path":"tests/test_schema_contracts.py","repo":"abyss-stack","size_bytes":40385,"version_id":"aoa:abyss-stack:artifact-version:a0006ac4662a2614f7f84c01"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"test_owner","surface":"tests/test_schema_contracts.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"tests/test_schema_contracts.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["tests/test_schema_contracts.py:1"],"path_ref":"tests/test_schema_contracts.py"},"signs":{"attestation_ref":"","digest":"01cab892649edf7192009764c40109076852b0582697ca5267da1c741eec1930","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python -m pytest -q"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"test","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"test","classification":{"confidence":"high","primary_kind":"command"},"code_role":"test","command_role":"test","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"b417f07a2782b28f6c0c9b462d25aa9800bb7786b292ed59bb2fe7572ae550e4","git_blob_id":"1da3a86a0f76fe7047b0057fd923216788c885a8","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","lineage_path":"tests/test_schema_contracts.py","logical_id":"aoa:abyss-stack:artifact:189cd510037d7bf0bbc3a617","mime":"text/x-python","path":"tests/test_schema_contracts.py","repo":"abyss-stack","size_bytes":40969,"version_id":"aoa:abyss-stack:artifact-version:fcbbee50c66899045739db2f"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"test_owner","surface":"tests/test_schema_contracts.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"tests/test_schema_contracts.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["tests/test_schema_contracts.py:1"],"path_ref":"tests/test_schema_contracts.py"},"signs":{"attestation_ref":"","digest":"b417f07a2782b28f6c0c9b462d25aa9800bb7786b292ed59bb2fe7572ae550e4","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python -m pytest -q"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:23d59a0790060bc770cfdb32","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"test","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"test","classification":{"confidence":"high","primary_kind":"command"},"code_role":"test","command_role":"test","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"e55aca055c45847e0aab86466a5e0c87562533d1e7fc56ce7f8b32293746783f","git_blob_id":"be25bb3ac1ed5b50ee20de5d92e7c99e65422e97","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:23d59a0790060bc770cfdb32","lineage_path":"tests/test_aoa_llamacpp_pilot.py","logical_id":"aoa:abyss-stack:artifact:23d59a0790060bc770cfdb32","mime":"text/x-python","path":"mechanics/inference-pilots/parts/llamacpp-pilot/tests/test_aoa_llamacpp_pilot.py","repo":"abyss-stack","size_bytes":7601,"version_id":"aoa:abyss-stack:artifact-version:79168171e5aaf9882e219af1"},"mechanics_role":"part_test","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"test_owner","surface":"mechanics/inference-pilots/parts/llamacpp-pilot/tests/test_aoa_llamacpp_pilot.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/inference-pilots/parts/llamacpp-pilot/tests/test_aoa_llamacpp_pilot.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/inference-pilots/parts/llamacpp-pilot/tests/test_aoa_llamacpp_pilot.py:1"],"path_ref":"mechanics/inference-pilots/parts/llamacpp-pilot/tests/test_aoa_llamacpp_pilot.py"},"signs":{"attestation_ref":"","digest":"e55aca055c45847e0aab86466a5e0c87562533d1e7fc56ce7f8b32293746783f","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python -m pytest -q"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:27221e62e4402b493476d1c7","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"legacy","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"mechanics_doc","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"59292ae5ee3ef3958dae2938003fb78d17943b675187e7f2acdef0f7fb7bc6f2","git_blob_id":"cc518d0849c0e629bfd48a9ce6ce4096da28e26d","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:27221e62e4402b493476d1c7","lineage_path":"docs/COUNCIL_SCHEDULER_JOB.md","logical_id":"aoa:abyss-stack:artifact:27221e62e4402b493476d1c7","mime":"text/markdown","path":"mechanics/experience-runtime/legacy/raw/COUNCIL_SCHEDULER_JOB.md","repo":"abyss-stack","size_bytes":142,"version_id":"aoa:abyss-stack:artifact-version:bd73da791808fd13237524a3"},"mechanics_role":"legacy","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/experience-runtime/legacy/raw/COUNCIL_SCHEDULER_JOB.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/experience-runtime/legacy/raw/COUNCIL_SCHEDULER_JOB.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"council-scheduler-job","level":1,"line":1,"ref":"mechanics/experience-runtime/legacy/raw/COUNCIL_SCHEDULER_JOB.md#council-scheduler-job","title":"COUNCIL SCHEDULER JOB"}],"line_refs":["mechanics/experience-runtime/legacy/raw/COUNCIL_SCHEDULER_JOB.md:1"],"path_ref":"mechanics/experience-runtime/legacy/raw/COUNCIL_SCHEDULER_JOB.md"},"signs":{"attestation_ref":"","digest":"59292ae5ee3ef3958dae2938003fb78d17943b675187e7f2acdef0f7fb7bc6f2","signature_ref":"","verification_state":"digest-only"},"surface_state":"legacy","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:308ca751ac23cc53f8014101","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://raw.githubusercontent.com/8Dionysus/abyss-stack/main/mechanics/runtime-lifecycle/parts/status-readouts/schemas/runtime-gateway-cache-status.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"9c411f6541f274d037e2c90215d1877f011fb402d60f4bbca25ca9546a385957","git_blob_id":"76a6a43e8a75c5f2b304ff29a247115511905817","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:308ca751ac23cc53f8014101","lineage_path":"schemas/runtime-gateway-cache-status.schema.json","logical_id":"aoa:abyss-stack:artifact:308ca751ac23cc53f8014101","mime":"application/json","path":"mechanics/runtime-lifecycle/parts/status-readouts/schemas/runtime-gateway-cache-status.schema.json","repo":"abyss-stack","size_bytes":5595,"version_id":"aoa:abyss-stack:artifact-version:f91aaeb58adeda31ab5ab6f0"},"mechanics_role":"part_schema","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mechanics/runtime-lifecycle/parts/status-readouts/schemas/runtime-gateway-cache-status.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/status-readouts/schemas/runtime-gateway-cache-status.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/runtime-lifecycle/parts/status-readouts/schemas/runtime-gateway-cache-status.schema.json:1"],"path_ref":"mechanics/runtime-lifecycle/parts/status-readouts/schemas/runtime-gateway-cache-status.schema.json"},"signs":{"attestation_ref":"","digest":"9c411f6541f274d037e2c90215d1877f011fb402d60f4bbca25ca9546a385957","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/f9.jsonl b/kag/indexes/shards/source/f9.jsonl
index 64efb7fa50..e0b16f22d7 100644
--- a/kag/indexes/shards/source/f9.jsonl
+++ b/kag/indexes/shards/source/f9.jsonl
@@ -3,4 +3,4 @@
 {"_key":"source:aoa:abyss-stack:artifact:6bac6d2ff5dc7734bc000fb5","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"6aa5da390102a90bed2bd9926b4a01fab634502baf1b314dff66222a4215b254","git_blob_id":"b2edb64e528e230770651c113eef4b6f7236e72c","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:6bac6d2ff5dc7734bc000fb5","lineage_path":"stats/README.md","logical_id":"aoa:abyss-stack:artifact:6bac6d2ff5dc7734bc000fb5","mime":"text/markdown","path":"stats/README.md","repo":"abyss-stack","size_bytes":1845,"version_id":"aoa:abyss-stack:artifact-version:fb35a68ebdf685d1a32f31d1"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"stats/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"stats/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"abyss-stack-local-stats-port","level":1,"line":1,"ref":"stats/README.md#abyss-stack-local-stats-port","title":"abyss-stack local stats port"},{"anchor":"current-measurement","level":2,"line":8,"ref":"stats/README.md#current-measurement","title":"Current measurement"},{"anchor":"evidence-posture","level":2,"line":24,"ref":"stats/README.md#evidence-posture","title":"Evidence posture"},{"anchor":"authority","level":2,"line":30,"ref":"stats/README.md#authority","title":"Authority"},{"anchor":"surfaces","level":2,"line":37,"ref":"stats/README.md#surfaces","title":"Surfaces"}],"line_refs":["stats/README.md:1"],"path_ref":"stats/README.md"},"signs":{"attestation_ref":"","digest":"6aa5da390102a90bed2bd9926b4a01fab634502baf1b314dff66222a4215b254","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:758909feaa1b65cd54f31863","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"7d3a30406b034ab128307a1ddbf68b37a08c8cf7b0bda66112e2fe7325b8b6ca","git_blob_id":"74544ed2e49da8a21754078f5fdbda1d1cb3ed19","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:758909feaa1b65cd54f31863","lineage_path":"scripts/aoa-lib.sh#generation-2","logical_id":"aoa:abyss-stack:artifact:758909feaa1b65cd54f31863","mime":"application/x-sh","path":"scripts/aoa-lib.sh","repo":"abyss-stack","size_bytes":17602,"version_id":"aoa:abyss-stack:artifact-version:9ce2e69d993564549bbbffb3"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"scripts/aoa-lib.sh"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"scripts/aoa-lib.sh","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["scripts/aoa-lib.sh:1"],"path_ref":"scripts/aoa-lib.sh"},"signs":{"attestation_ref":"","digest":"7d3a30406b034ab128307a1ddbf68b37a08c8cf7b0bda66112e2fe7325b8b6ca","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["bash scripts/aoa-lib.sh"],"required_tools":["bash"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:960f118fdfee8c85229fdef1","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"legacy","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"7db3aad3ed2bc74b9e0907927138d33415c4a6e8b27402fc591b8d8264232fdf","git_blob_id":"1472ff465b4c6cd09527f26f87c3229413db5e61","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:960f118fdfee8c85229fdef1","lineage_path":"examples/canary_worker_record.example.json","logical_id":"aoa:abyss-stack:artifact:960f118fdfee8c85229fdef1","mime":"application/json","path":"mechanics/experience-runtime/legacy/artifacts/examples/canary_worker_record.example.json","repo":"abyss-stack","size_bytes":158,"version_id":"aoa:abyss-stack:artifact-version:e712d2ea5c0fc22f18a03c27"},"mechanics_role":"legacy","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/experience-runtime/legacy/artifacts/examples/canary_worker_record.example.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/experience-runtime/legacy/artifacts/examples/canary_worker_record.example.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/experience-runtime/legacy/artifacts/examples/canary_worker_record.example.json:1"],"path_ref":"mechanics/experience-runtime/legacy/artifacts/examples/canary_worker_record.example.json"},"signs":{"attestation_ref":"","digest":"7db3aad3ed2bc74b9e0907927138d33415c4a6e8b27402fc591b8d8264232fdf","signature_ref":"","verification_state":"digest-only"},"surface_state":"legacy","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
-{"_key":"source:aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"88e6a4ab666a64d8adbd99bc40bc0f9613788485e18a4416cc866fb9668d0d3e","git_blob_id":"47aeed5ca5370fa833e1543e6d3d2660c37096d4","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","lineage_path":"mechanics/runtime-lifecycle/parts/README.md","logical_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","mime":"text/markdown","path":"mechanics/runtime-lifecycle/parts/README.md","repo":"abyss-stack","size_bytes":687,"version_id":"aoa:abyss-stack:artifact-version:4e9a823fb8a495ef69abc844"},"mechanics_role":"part_doc","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/parts/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-parts","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/parts/README.md#runtime-lifecycle-parts","title":"Runtime Lifecycle Parts"}],"line_refs":["mechanics/runtime-lifecycle/parts/README.md:1"],"path_ref":"mechanics/runtime-lifecycle/parts/README.md"},"signs":{"attestation_ref":"","digest":"88e6a4ab666a64d8adbd99bc40bc0f9613788485e18a4416cc866fb9668d0d3e","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"document","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"document","classification":{"confidence":"high","primary_kind":"document"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"readme","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"3bf16d72a496d4079ab2998497c60b14aa51471de6853c156ae4052ef7126805","git_blob_id":"10c329326a0f9600caab4d329592b9dd3fe49baf","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","lineage_path":"mechanics/runtime-lifecycle/parts/README.md","logical_id":"aoa:abyss-stack:artifact:a8b53ffd214e14165c65f9f4","mime":"text/markdown","path":"mechanics/runtime-lifecycle/parts/README.md","repo":"abyss-stack","size_bytes":748,"version_id":"aoa:abyss-stack:artifact-version:7730ed66e47b3706a8e33189"},"mechanics_role":"part_doc","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"document_owner","surface":"mechanics/runtime-lifecycle/parts/README.md"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/README.md","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[{"anchor":"runtime-lifecycle-parts","level":1,"line":1,"ref":"mechanics/runtime-lifecycle/parts/README.md#runtime-lifecycle-parts","title":"Runtime Lifecycle Parts"}],"line_refs":["mechanics/runtime-lifecycle/parts/README.md:1"],"path_ref":"mechanics/runtime-lifecycle/parts/README.md"},"signs":{"attestation_ref":"","digest":"3bf16d72a496d4079ab2998497c60b14aa51471de6853c156ae4052ef7126805","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":[]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/indexes/shards/source/fc.jsonl b/kag/indexes/shards/source/fc.jsonl
index bbdec6478b..ab445048b0 100644
--- a/kag/indexes/shards/source/fc.jsonl
+++ b/kag/indexes/shards/source/fc.jsonl
@@ -1,5 +1,6 @@
 {"_key":"source:aoa:abyss-stack:artifact:080e069f92421297205337e5","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"5067f4bbf0fcfaaafb4db9619c919b0eddb80153cc0d8737f06e6903e52e24e6","git_blob_id":"a7b85ba8f38a08df86a39a49da1eec50f04df55f","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:080e069f92421297205337e5","lineage_path":"mcp/services/aoa-stackoverflow-connector-mcp/scripts/aoa_stackoverflow_connector_mcp_server.py","logical_id":"aoa:abyss-stack:artifact:080e069f92421297205337e5","mime":"text/x-python","path":"mcp/services/aoa-stackoverflow-connector-mcp/scripts/aoa_stackoverflow_connector_mcp_server.py","repo":"abyss-stack","size_bytes":275,"version_id":"aoa:abyss-stack:artifact-version:54b489632aa4c0e647150b16"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"mcp/services/aoa-stackoverflow-connector-mcp/scripts/aoa_stackoverflow_connector_mcp_server.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-stackoverflow-connector-mcp/scripts/aoa_stackoverflow_connector_mcp_server.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/aoa-stackoverflow-connector-mcp/scripts/aoa_stackoverflow_connector_mcp_server.py:1"],"path_ref":"mcp/services/aoa-stackoverflow-connector-mcp/scripts/aoa_stackoverflow_connector_mcp_server.py"},"signs":{"attestation_ref":"","digest":"5067f4bbf0fcfaaafb4db9619c919b0eddb80153cc0d8737f06e6903e52e24e6","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python mcp/services/aoa-stackoverflow-connector-mcp/scripts/aoa_stackoverflow_connector_mcp_server.py"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:0918dfbcc68f5907d706c8f8","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"stable","contract_version":"none","schema_version":"v1"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"923877cd035c8c6c8225ddd5add6c900f0355814c13e85f6a019e642f3dd8052","git_blob_id":"1f5d66286041396eed133aa27bcc39999461c9cf","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:0918dfbcc68f5907d706c8f8","lineage_path":"examples/runtime_return_event.workhorse-local.example.json","logical_id":"aoa:abyss-stack:artifact:0918dfbcc68f5907d706c8f8","mime":"application/json","path":"mechanics/governed-execution/parts/return-policy/examples/runtime_return_event.workhorse-local.example.json","repo":"abyss-stack","size_bytes":1863,"version_id":"aoa:abyss-stack:artifact-version:4e4ae0a331b741ae3a69944f"},"mechanics_role":"mechanic_part","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/governed-execution/parts/return-policy/examples/runtime_return_event.workhorse-local.example.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/governed-execution/parts/return-policy/examples/runtime_return_event.workhorse-local.example.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/governed-execution/parts/return-policy/examples/runtime_return_event.workhorse-local.example.json:1"],"path_ref":"mechanics/governed-execution/parts/return-policy/examples/runtime_return_event.workhorse-local.example.json"},"signs":{"attestation_ref":"","digest":"923877cd035c8c6c8225ddd5add6c900f0355814c13e85f6a019e642f3dd8052","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
+{"_key":"source:aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"schema","compatibility":"stable","contract_version":"https://abyss-stack/schemas/machine-code-intelligence-gate-public-key.schema.json","schema_version":"https://json-schema.org/draft/2020-12/schema"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"schema","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"18d640526fb47499d213771f4b77d5b9446140d4caa21d19f86856586fbc918a","git_blob_id":"0f33cc2b4b1d6937b5a1095a0c7f1dadb693b670","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","lineage_path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json","logical_id":"aoa:abyss-stack:artifact:0c5b2eb6e355aa6a1880fd79","mime":"application/json","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json","repo":"abyss-stack","size_bytes":837,"version_id":"aoa:abyss-stack:artifact-version:e1dd1f641c5f40fda7c32260"},"mechanics_role":"part_schema","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"schema_owner","surface":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json:1"],"path_ref":"mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json"},"signs":{"attestation_ref":"","digest":"18d640526fb47499d213771f4b77d5b9446140d4caa21d19f86856586fbc918a","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:2bf4254526874ad45658aab8","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"source_code","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"source_code","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"source_module","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"44e2a6b68a5225e08b2ba603fb6d5d24213a23d014849bbef8a39982a259ad6c","git_blob_id":"2e493e8a924fc66f55697a00bb737e2d0ec64608","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:2bf4254526874ad45658aab8","lineage_path":"mcp/services/aoa-4pda-connector-mcp/src/aoa_4pda_connector_mcp/cli.py","logical_id":"aoa:abyss-stack:artifact:2bf4254526874ad45658aab8","mime":"text/x-python","path":"mcp/services/aoa-4pda-connector-mcp/src/aoa_4pda_connector_mcp/cli.py","repo":"abyss-stack","size_bytes":2765,"version_id":"aoa:abyss-stack:artifact-version:6f9936877b77308dc6a22896"},"mechanics_role":"none","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mcp/services/aoa-4pda-connector-mcp/src/aoa_4pda_connector_mcp/cli.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mcp/services/aoa-4pda-connector-mcp/src/aoa_4pda_connector_mcp/cli.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mcp/services/aoa-4pda-connector-mcp/src/aoa_4pda_connector_mcp/cli.py:1"],"path_ref":"mcp/services/aoa-4pda-connector-mcp/src/aoa_4pda_connector_mcp/cli.py"},"signs":{"attestation_ref":"","digest":"44e2a6b68a5225e08b2ba603fb6d5d24213a23d014849bbef8a39982a259ad6c","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:329ef0d4394b4fafeb28fa40","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"config","compatibility":"legacy","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"config","classification":{"confidence":"high","primary_kind":"surface"},"code_role":"none","command_role":"none","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"da8bfa4a0b7d6fa78db26b85c121882030d3095613eb066becf11ad6368770e2","git_blob_id":"c8542813917204eb9ae06e550a4f87c8c9b91f0a","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:329ef0d4394b4fafeb28fa40","lineage_path":"examples/office_release_train_worker_v1.example.json","logical_id":"aoa:abyss-stack:artifact:329ef0d4394b4fafeb28fa40","mime":"application/json","path":"mechanics/experience-runtime/legacy/artifacts/examples/office_release_train_worker_v1.example.json","repo":"abyss-stack","size_bytes":433,"version_id":"aoa:abyss-stack:artifact-version:69f6c874cd1c40686889e3c2"},"mechanics_role":"legacy","observed_form":"file","owner_return_route":{"repo":"abyss-stack","route_kind":"source_owner","surface":"mechanics/experience-runtime/legacy/artifacts/examples/office_release_train_worker_v1.example.json"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"mechanics/experience-runtime/legacy/artifacts/examples/office_release_train_worker_v1.example.json","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["mechanics/experience-runtime/legacy/artifacts/examples/office_release_train_worker_v1.example.json:1"],"path_ref":"mechanics/experience-runtime/legacy/artifacts/examples/office_release_train_worker_v1.example.json"},"signs":{"attestation_ref":"","digest":"da8bfa4a0b7d6fa78db26b85c121882030d3095613eb066becf11ad6368770e2","signature_ref":"","verification_state":"digest-only"},"surface_state":"legacy","toolchain":{"detected_tools":["git","python"],"owner_commands":[],"required_tools":["jq"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
 {"_key":"source:aoa:abyss-stack:artifact:56f9bf15a524f994b8ca4ffd","_kind":"source","abi":{"abi_epoch":"source","artifact_class":"script","compatibility":"stable","contract_version":"none","schema_version":"none"},"access":{"scope":"public","secrets_risk":"none"},"artifact_kind":"script","classification":{"confidence":"high","primary_kind":"command"},"code_role":"entrypoint","command_role":"script","consumer_route":{"repo":"aoa-kag","route_kind":"query","surface":"scripts/query_repo_local_kag.py"},"document_role":"none","freshness":{"checked_ref":"git-index-source-tree","mode":"source_snapshot","state":"current"},"identity":{"content_hash":"8c4aad45975674fbaec3642c902c1a985c3f76523c608a423c98fe5c05c234e7","git_blob_id":"f72063c97d26caa7fc89f8c83753dfb9e5460742","git_ref":"git-index-source-tree","id":"aoa:abyss-stack:artifact:56f9bf15a524f994b8ca4ffd","lineage_path":"scripts/validators/sync_parity.py","logical_id":"aoa:abyss-stack:artifact:56f9bf15a524f994b8ca4ffd","mime":"text/x-python","path":"scripts/validators/sync_parity.py","repo":"abyss-stack","size_bytes":4602,"version_id":"aoa:abyss-stack:artifact-version:468c21fef78dfba43b5b1b27"},"mechanics_role":"none","observed_form":"command","owner_return_route":{"repo":"abyss-stack","route_kind":"command_owner","surface":"scripts/validators/sync_parity.py"},"provenance":{"generated_by":"","materials":[],"observed_by":"aoa-kag:scripts/generate_repo_local_kag_index.py","source_refs":[{"authority":"authored_source","path":"scripts/validators/sync_parity.py","repo":"abyss-stack","role":"primary"}],"validated_by":["aoa-kag:scripts/validate_kag.py"]},"refs":{"heading_refs":[],"line_refs":["scripts/validators/sync_parity.py:1"],"path_ref":"scripts/validators/sync_parity.py"},"signs":{"attestation_ref":"","digest":"8c4aad45975674fbaec3642c902c1a985c3f76523c608a423c98fe5c05c234e7","signature_ref":"","verification_state":"digest-only"},"surface_state":"authored_source","toolchain":{"detected_tools":["git","python"],"owner_commands":["python scripts/validators/sync_parity.py"],"required_tools":["python"]},"validator_route":{"repo":"aoa-kag","route_kind":"source_fast","surface":"aoa-kag:scripts/validate_kag.py"}}
diff --git a/kag/receipts/index_family_budget/150303522c8f47194758c8db935876282d760eddc7ab26450cb2c75a32e878e1.json b/kag/receipts/index_family_budget/150303522c8f47194758c8db935876282d760eddc7ab26450cb2c75a32e878e1.json
new file mode 100644
index 0000000000..43ab7c13de
--- /dev/null
+++ b/kag/receipts/index_family_budget/150303522c8f47194758c8db935876282d760eddc7ab26450cb2c75a32e878e1.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26488506,
+  "allowed_tracked_bytes": 40818845,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26488506,
+  "changed_generated_files": 247,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "150303522c8f47194758c8db935876282d760eddc7ab26450cb2c75a32e878e1",
+  "reason": "reseal family after current review closure fixes",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40818845,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/2410140cc0a2413a46ef75b1661b7fbe3f5eef7316b49837ac0535e72febe35b.json b/kag/receipts/index_family_budget/2410140cc0a2413a46ef75b1661b7fbe3f5eef7316b49837ac0535e72febe35b.json
new file mode 100644
index 0000000000..6a99ffee6f
--- /dev/null
+++ b/kag/receipts/index_family_budget/2410140cc0a2413a46ef75b1661b7fbe3f5eef7316b49837ac0535e72febe35b.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26368670,
+  "allowed_tracked_bytes": 40804140,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26368670,
+  "changed_generated_files": 246,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "2410140cc0a2413a46ef75b1661b7fbe3f5eef7316b49837ac0535e72febe35b",
+  "reason": "reseal family against current main refs after exact-head sentinel parity failure",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40804140,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/24bfeab0e9ddc6d9f843f9249bf9894cf5da3841668261bbbab758afdaae315d.json b/kag/receipts/index_family_budget/24bfeab0e9ddc6d9f843f9249bf9894cf5da3841668261bbbab758afdaae315d.json
new file mode 100644
index 0000000000..3d29f346d1
--- /dev/null
+++ b/kag/receipts/index_family_budget/24bfeab0e9ddc6d9f843f9249bf9894cf5da3841668261bbbab758afdaae315d.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26660422,
+  "allowed_tracked_bytes": 40840335,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26660422,
+  "changed_generated_files": 248,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "24bfeab0e9ddc6d9f843f9249bf9894cf5da3841668261bbbab758afdaae315d",
+  "reason": "Refresh exact owner portable family after aggregate source-scan bounding, source-root binding evidence, and boolean JSON-RPC response-id rejection; preserve standing budgets.",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40840335,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/336fa0600ecb54d1a2fb5a1682bbdb2cb6fdeb15c97cbab0601406b542bb7121.json b/kag/receipts/index_family_budget/336fa0600ecb54d1a2fb5a1682bbdb2cb6fdeb15c97cbab0601406b542bb7121.json
new file mode 100644
index 0000000000..039cd6a117
--- /dev/null
+++ b/kag/receipts/index_family_budget/336fa0600ecb54d1a2fb5a1682bbdb2cb6fdeb15c97cbab0601406b542bb7121.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26861983,
+  "allowed_tracked_bytes": 40922732,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26861983,
+  "changed_generated_files": 250,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "336fa0600ecb54d1a2fb5a1682bbdb2cb6fdeb15c97cbab0601406b542bb7121",
+  "reason": "Reseal exact owner portable family after default machine-bound historical trust route.",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40922732,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/3a4db4549c51d7ce17918aa900954ebb150847fe1da471d6883985d4fc0f7f45.json b/kag/receipts/index_family_budget/3a4db4549c51d7ce17918aa900954ebb150847fe1da471d6883985d4fc0f7f45.json
new file mode 100644
index 0000000000..760b301b95
--- /dev/null
+++ b/kag/receipts/index_family_budget/3a4db4549c51d7ce17918aa900954ebb150847fe1da471d6883985d4fc0f7f45.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26497125,
+  "allowed_tracked_bytes": 40827464,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26497125,
+  "changed_generated_files": 247,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "3a4db4549c51d7ce17918aa900954ebb150847fe1da471d6883985d4fc0f7f45",
+  "reason": "reseal family after historical receipt and LSP restart lifecycle fixes",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40827464,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/3d749a5e274fcd4731050f6ac35c5a2e5d99856f02836e1e71b51ca8b454780b.json b/kag/receipts/index_family_budget/3d749a5e274fcd4731050f6ac35c5a2e5d99856f02836e1e71b51ca8b454780b.json
new file mode 100644
index 0000000000..c2ee5bf19f
--- /dev/null
+++ b/kag/receipts/index_family_budget/3d749a5e274fcd4731050f6ac35c5a2e5d99856f02836e1e71b51ca8b454780b.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 28246854,
+  "allowed_tracked_bytes": 40908256,
+  "approved_by": "repository-owner",
+  "base_ref": "64bdae20b3a5c885ca75755188b04803b587ab50",
+  "changed_generated_bytes": 28246854,
+  "changed_generated_files": 277,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "3d749a5e274fcd4731050f6ac35c5a2e5d99856f02836e1e71b51ca8b454780b",
+  "reason": "Refresh exact owner portable family after cross-process lifecycle trust and review hardening.",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40908256,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/3fb4759d0c7be93267c0fb7c44fbdad1c7a7343498f6302b89a0df407e97baad.json b/kag/receipts/index_family_budget/3fb4759d0c7be93267c0fb7c44fbdad1c7a7343498f6302b89a0df407e97baad.json
new file mode 100644
index 0000000000..f8291b31a7
--- /dev/null
+++ b/kag/receipts/index_family_budget/3fb4759d0c7be93267c0fb7c44fbdad1c7a7343498f6302b89a0df407e97baad.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26861983,
+  "allowed_tracked_bytes": 40922732,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26861983,
+  "changed_generated_files": 250,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "3fb4759d0c7be93267c0fb7c44fbdad1c7a7343498f6302b89a0df407e97baad",
+  "reason": "Reseal exact owner portable family after launch-boundary, package-invalidation, and atomic-trust hardening.",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40922732,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/61b2ce31c849e7e88b3d1e68820f4928e608a1c55c63eefe9541c15782066b64.json b/kag/receipts/index_family_budget/61b2ce31c849e7e88b3d1e68820f4928e608a1c55c63eefe9541c15782066b64.json
new file mode 100644
index 0000000000..1cdcd45584
--- /dev/null
+++ b/kag/receipts/index_family_budget/61b2ce31c849e7e88b3d1e68820f4928e608a1c55c63eefe9541c15782066b64.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 29534780,
+  "allowed_tracked_bytes": 40802637,
+  "approved_by": "repository-owner",
+  "base_ref": "8c4d18344131629294bc2a67cb524bb2dc937509",
+  "changed_generated_bytes": 29534780,
+  "changed_generated_files": 292,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "61b2ce31c849e7e88b3d1e68820f4928e608a1c55c63eefe9541c15782066b64",
+  "reason": "reseal family after current-main synchronization and immutable LSP lifecycle closure",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40802637,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/75bc8655477a72119985350f515613d95ce8dfee3d03dc5928978d67ba711006.json b/kag/receipts/index_family_budget/75bc8655477a72119985350f515613d95ce8dfee3d03dc5928978d67ba711006.json
new file mode 100644
index 0000000000..362b21b277
--- /dev/null
+++ b/kag/receipts/index_family_budget/75bc8655477a72119985350f515613d95ce8dfee3d03dc5928978d67ba711006.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26725587,
+  "allowed_tracked_bytes": 40901843,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26725587,
+  "changed_generated_files": 249,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "75bc8655477a72119985350f515613d95ce8dfee3d03dc5928978d67ba711006",
+  "reason": "Refresh exact owner portable family against the pull request base after cross-process lifecycle trust and review hardening.",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40901843,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/9b9d6ca770b3b999463b24610b4ee7b755155d27c22fd0938c5337cd55bc53f0.json b/kag/receipts/index_family_budget/9b9d6ca770b3b999463b24610b4ee7b755155d27c22fd0938c5337cd55bc53f0.json
new file mode 100644
index 0000000000..e9143d3415
--- /dev/null
+++ b/kag/receipts/index_family_budget/9b9d6ca770b3b999463b24610b4ee7b755155d27c22fd0938c5337cd55bc53f0.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26688985,
+  "allowed_tracked_bytes": 40868898,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26688985,
+  "changed_generated_files": 248,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "9b9d6ca770b3b999463b24610b4ee7b755155d27c22fd0938c5337cd55bc53f0",
+  "reason": "Refresh exact owner portable family after authenticated invalidation history and preserve standing budgets.",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40868898,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/b102f8cccd951e57a7be7c6d43d2aa6ca9e49a8308dbbc5502e03c52bb6cb141.json b/kag/receipts/index_family_budget/b102f8cccd951e57a7be7c6d43d2aa6ca9e49a8308dbbc5502e03c52bb6cb141.json
new file mode 100644
index 0000000000..96a33b7391
--- /dev/null
+++ b/kag/receipts/index_family_budget/b102f8cccd951e57a7be7c6d43d2aa6ca9e49a8308dbbc5502e03c52bb6cb141.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26861361,
+  "allowed_tracked_bytes": 40922110,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26861361,
+  "changed_generated_files": 250,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "b102f8cccd951e57a7be7c6d43d2aa6ca9e49a8308dbbc5502e03c52bb6cb141",
+  "reason": "Reseal exact owner portable family after external historical trust authentication, gate signature schema, and status validation reuse.",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40922110,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/d05946e5ff49a1394cbc5183b22276a4de12eb5a3ccd51a49f1e957ccb6a9bda.json b/kag/receipts/index_family_budget/d05946e5ff49a1394cbc5183b22276a4de12eb5a3ccd51a49f1e957ccb6a9bda.json
new file mode 100644
index 0000000000..96d1095aef
--- /dev/null
+++ b/kag/receipts/index_family_budget/d05946e5ff49a1394cbc5183b22276a4de12eb5a3ccd51a49f1e957ccb6a9bda.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26666705,
+  "allowed_tracked_bytes": 40846618,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26666705,
+  "changed_generated_files": 248,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "d05946e5ff49a1394cbc5183b22276a4de12eb5a3ccd51a49f1e957ccb6a9bda",
+  "reason": "Refresh exact owner portable family after bounded serialized observation output; preserve standing budgets.",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40846618,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/d74212f8a72030a0355133458f05ad5df6afe974ff79dbfd0cd96b67d484fbc2.json b/kag/receipts/index_family_budget/d74212f8a72030a0355133458f05ad5df6afe974ff79dbfd0cd96b67d484fbc2.json
new file mode 100644
index 0000000000..90dca46ce9
--- /dev/null
+++ b/kag/receipts/index_family_budget/d74212f8a72030a0355133458f05ad5df6afe974ff79dbfd0cd96b67d484fbc2.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26653006,
+  "allowed_tracked_bytes": 40832919,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26653006,
+  "changed_generated_files": 248,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "d74212f8a72030a0355133458f05ad5df6afe974ff79dbfd0cd96b67d484fbc2",
+  "reason": "Refresh exact owner portable family after sealed admitted source-root launch and writable historical receipt rejection; preserve standing budgets.",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40832919,
+  "tracked_bytes_max": 24117248
+}
diff --git a/kag/receipts/index_family_budget/efe7f0e23609ee957e19436c925c8245c01ebb114dfed85cb78a65420ea37173.json b/kag/receipts/index_family_budget/efe7f0e23609ee957e19436c925c8245c01ebb114dfed85cb78a65420ea37173.json
new file mode 100644
index 0000000000..2490364e12
--- /dev/null
+++ b/kag/receipts/index_family_budget/efe7f0e23609ee957e19436c925c8245c01ebb114dfed85cb78a65420ea37173.json
@@ -0,0 +1,17 @@
+{
+  "allowed_bytes": 26679169,
+  "allowed_tracked_bytes": 40859082,
+  "approved_by": "repository-owner",
+  "base_ref": "19bc0ee28c98bd6fbb39984f14b322a6815afcfe",
+  "changed_generated_bytes": 26679169,
+  "changed_generated_files": 248,
+  "decision_ref": "aoa-kag:docs/decisions/AOA-KAG-D-0017-portable-content-addressed-repository-family.md",
+  "default_limit_bytes": 1048576,
+  "head_family_digest": "efe7f0e23609ee957e19436c925c8245c01ebb114dfed85cb78a65420ea37173",
+  "reason": "Refresh exact owner portable family after parsed-and-reused observation budget and JSON-RPC version validation; preserve standing budgets.",
+  "repo": "abyss-stack",
+  "schema_version": "aoa-repo-local-kag-budget-receipt-v1",
+  "scope": "generated_delta_and_tracked_size",
+  "tracked_bytes": 40859082,
+  "tracked_bytes_max": 24117248
+}
diff --git a/mechanics/runtime-lifecycle/DIRECTION.md b/mechanics/runtime-lifecycle/DIRECTION.md
index d49d280bfb..4552afbbfc 100644
--- a/mechanics/runtime-lifecycle/DIRECTION.md
+++ b/mechanics/runtime-lifecycle/DIRECTION.md
@@ -18,3 +18,6 @@ Near direction:
 - add focused tests when status readouts or lifecycle wrappers gain new logic
 - route host-fit questions to machine-fit and config material to
   config-projection
+- keep the source-local LIVE code-intelligence observer provider-neutral,
+  candidate/current/last-good, and explicit about machine admission and
+  observation-meaning ownership
diff --git a/mechanics/runtime-lifecycle/LANDING_LOG.md b/mechanics/runtime-lifecycle/LANDING_LOG.md
index 422df67f6d..bb61669d0f 100644
--- a/mechanics/runtime-lifecycle/LANDING_LOG.md
+++ b/mechanics/runtime-lifecycle/LANDING_LOG.md
@@ -55,3 +55,13 @@ the active organ readers. Post-quiesce failure restores the prior runtime and
 every previously active reader; the stack peer uses an exact, private, read-only
 rollback grant. Successful activation keeps exact repair-fallback counterparts live
 until admission commits, and any later admission failure restores that fallback.
+
+## 2026-08-26 - LIVE code-intelligence source candidate
+
+Added the source-local Python bootstrap observer under
+`parts/live-code-intelligence/`. It binds observations to a source epoch,
+serializes candidate/current/last-good transitions, retains a bounded
+provider-worker route, and verifies only an externally supplied,
+machine-authenticated evidence gate. The source route does not install or
+activate providers, create trust anchors, or claim normalized meaning, proof,
+deployment, or owner acceptance.
diff --git a/mechanics/runtime-lifecycle/PARTS.md b/mechanics/runtime-lifecycle/PARTS.md
index 95636fe1da..67f97356e3 100644
--- a/mechanics/runtime-lifecycle/PARTS.md
+++ b/mechanics/runtime-lifecycle/PARTS.md
@@ -9,6 +9,7 @@
 | Wait and smoke | `parts/wait-smoke/` | `scripts/aoa-wait`, `scripts/aoa-smoke`, `scripts/aoa-internal-probes`, `parts/wait-smoke/aoa_wait.sh`, `parts/wait-smoke/aoa_smoke.sh`, `parts/wait-smoke/aoa_internal_probes.sh`, `mechanics/runtime-lifecycle/parts/wait-smoke/docs/INTERNAL_PROBES.md` |
 | Logs and status | `parts/logs-status/` | `scripts/aoa-logs`, `scripts/aoa-status`, `parts/logs-status/aoa_logs.sh`, `parts/logs-status/aoa_status.sh`, `parts/logs-status/aoa_resource_guard_status.py`, `parts/logs-status/aoa_service_selection_status.py`, `parts/logs-status/aoa_optimization_status.py`, `mechanics/config-projection/parts/rendering/docs/RENDER_TRUTH.md`, `mechanics/runtime-lifecycle/parts/status-readouts/docs/GATEWAY_CACHE_POLICY.md`, `mechanics/runtime-lifecycle/parts/status-readouts/docs/USAGE_BUDGET_POLICY.md` |
 | Status readouts | `parts/status-readouts/` | `mechanics/runtime-lifecycle/parts/status-readouts/docs/GATEWAY_CACHE_POLICY.md`, `mechanics/runtime-lifecycle/parts/status-readouts/docs/USAGE_BUDGET_POLICY.md`, runtime gateway cache and usage snapshot schemas, examples, and focused tests |
+| LIVE code intelligence | `parts/live-code-intelligence/` | `parts/live-code-intelligence/live_code_intelligence.py` executable/provider boundary, Python bootstrap config/schema, machine-bound observation envelope, candidate/current/last-good state contract, and focused delta/recovery tests |
 | User unit | `parts/user-unit/` | `systemd/user/aoa-external-actor-clock@.service`, `systemd/user/podman-compose-abyss.service`, `systemd/user/aoa-mcp-http@.service`, `systemd/user/aoa-organ-mcp-read@.service`, `systemd/user/aoa-memo-mcp-candidate.service`, `systemd/user/aoa-evals-mcp-candidate.service`, `systemd/user/aoa-mcp-http.service`, `systemd/user/abyss-stack-mcp-read.service`, `systemd/user/abyss-stack-mcp-candidate.service`, `systemd/user/abyss-stack-mcp-internal-effect.service`, `systemd/user/managed-units.txt`, `parts/user-unit/aoa_external_actor_clock.py`, `scripts/aoa-install-systemd`, `parts/user-unit/aoa_install_systemd.sh` |
 
 Do not move these parts until validators and deployment sync expectations are
diff --git a/mechanics/runtime-lifecycle/PROVENANCE.md b/mechanics/runtime-lifecycle/PROVENANCE.md
index ab9476c9fc..0ed0cd40be 100644
--- a/mechanics/runtime-lifecycle/PROVENANCE.md
+++ b/mechanics/runtime-lifecycle/PROVENANCE.md
@@ -29,6 +29,9 @@ activation, persistence, storage mutation, and service state.
 - [parts/status-readouts/docs/GATEWAY_CACHE_POLICY.md](parts/status-readouts/docs/GATEWAY_CACHE_POLICY.md)
   and [parts/status-readouts/docs/USAGE_BUDGET_POLICY.md](parts/status-readouts/docs/USAGE_BUDGET_POLICY.md)
   own source-safe status readout contracts.
+- [parts/live-code-intelligence/README.md](parts/live-code-intelligence/README.md)
+  owns the source-local LIVE observation candidate, its state transitions, and
+  its provider-neutral machine boundary.
 - [../config-projection/README.md](../config-projection/README.md) owns
   config material and [../machine-fit/README.md](../machine-fit/README.md)
   owns host fit.
diff --git a/mechanics/runtime-lifecycle/README.md b/mechanics/runtime-lifecycle/README.md
index e2ef3b6795..181e444e6a 100644
--- a/mechanics/runtime-lifecycle/README.md
+++ b/mechanics/runtime-lifecycle/README.md
@@ -66,6 +66,12 @@ Source/runtime parity now routes through
 `mechanics/runtime-lifecycle/parts/config-sync-boundary/docs/SOURCE_RUNTIME_PARITY_PACKET.md`,
 and live runtime cutover inspection routes through
 `mechanics/runtime-lifecycle/parts/start-stop/docs/LIVE_RUNTIME_CUTOVER_PACKET.md`.
+The first source-local LIVE code-intelligence route is contained in
+`mechanics/runtime-lifecycle/parts/live-code-intelligence/`; it is a
+stdlib-only Python bootstrap observer with explicit candidate/current/last-good
+state, a JSON executable/provider boundary, and a machine-bound observation
+envelope. It remains a source candidate with no service activation or provider
+admission claim.
 Stack MCP runtime provisioning and its read-only pre-launch integrity check
 route through
 `scripts/aoa-install-systemd --provision-abyss-stack-mcp-runtime` and
diff --git a/mechanics/runtime-lifecycle/ROADMAP.md b/mechanics/runtime-lifecycle/ROADMAP.md
index 12bc7a4487..ed61b69f4f 100644
--- a/mechanics/runtime-lifecycle/ROADMAP.md
+++ b/mechanics/runtime-lifecycle/ROADMAP.md
@@ -19,6 +19,9 @@
   environment assembly
 - split logs/status readout contracts further only when new source-safe
   runtime artifacts appear
+- carry the LIVE code-intelligence candidate through focused source validation
+  before any separate machine artifact, provider admission, deployment, LSP
+  session, or semantic-proof route is considered
 
 ## Stop-lines
 
diff --git a/mechanics/runtime-lifecycle/parts/README.md b/mechanics/runtime-lifecycle/parts/README.md
index 47aeed5ca5..10c329326a 100644
--- a/mechanics/runtime-lifecycle/parts/README.md
+++ b/mechanics/runtime-lifecycle/parts/README.md
@@ -11,6 +11,7 @@ readiness, status readouts, and systemd user unit routes.
 - [logs-status](logs-status/README.md)
 - [status-readouts](status-readouts/README.md)
 - [user-unit](user-unit/README.md)
+- [live-code-intelligence](live-code-intelligence/README.md)
 
 Packet routes:
 
diff --git a/mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md b/mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md
new file mode 100644
index 0000000000..79a379b18f
--- /dev/null
+++ b/mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md
@@ -0,0 +1,193 @@
+# LIVE Code Intelligence
+
+## Mechanic card
+
+This part owns the first runtime-local LIVE code-observation slice for a
+Python working tree. It snapshots source bytes, emits provider-neutral
+definitions/references/calls/imports with an exact source epoch, and advances
+only complete observations to `current.json`.
+
+### Trigger
+
+Use this part when a runtime needs a bounded LIVE view of a changing source
+tree before an owner-qualified INDEXED projection is available.
+
+### abyss-stack owns
+
+- provider lifecycle mechanics for the bootstrap observer;
+- source-epoch calculation and bounded file invalidation;
+- candidate/current/last-good state, refresh receipts, and read-only status;
+- the configured Python bootstrap provider identity and state-root layout.
+
+### Stronger owner split
+
+`aoa-kag` owns the meaning and normalization of code observations. `abyss-machine`
+owns installed provider artifacts and admission. `aoa-evals` owns proof and
+verdicts. An eventual LSP, Tree-sitter, SCIP, or Ctags adapter must enter
+through the same envelope rather than changing this runtime state contract.
+
+### Inputs
+
+- a source root containing public-safe Python working-tree bytes;
+- `config/python-ast-live-provider.json`;
+- an operator-selected runtime state root outside the source checkout;
+- optionally, an `abyss-machine` content-addressed registry/gate bundle outside
+  the source root. A raw JSON evidence receipt is never an admitted input.
+
+### Outputs
+
+- `current.json` after a complete parse;
+- `candidate.json` plus a degradation receipt after a parse or size failure;
+- `last-good.json` after a later successful promotion;
+- one bounded operation receipt per lifecycle action under `operations/`;
+- compact definitions and references query envelopes carrying source epoch and
+  freshness, result totals, and an explicit truncation flag when the bounded
+  result limit is reached;
+- provider-neutral lifecycle, LSP-session, observation-lane, and owner-review
+  read models, with machine-owned receipt details only after an owner-gated
+  registry record passes the boundary.
+
+The executable boundary is the module itself. A caller supplies one operation
+(`discover`, `refresh`, `status`, `definitions`, `references`, `restart`,
+`last_good`, `canary`, or `rollback`) plus explicit config, source-root, and
+state-root arguments; the boundary emits one JSON result with
+`PROVIDER_BOUNDARY_SCHEMA`. Refresh state also carries a
+machine-bound observation envelope. Its stable blast-radius universe is the
+union of the previous and current source-file sets, so partial and complete
+deletions remain bounded by `0.0..1.0`.
+
+Refreshes serialize per state root, source traversal rejects symlink escapes,
+and source ingestion hashes the tree without retaining an aggregate byte buffer;
+the provider rereads at most one bounded file payload at a time for parsing,
+verifying its digest and size against the scan. The configuration digest covers
+provider, source, state, and owner-boundary identity so a route or ownership
+change forces a fresh observation. Current and last-good fallback are served
+only when that identity still matches the active configuration.
+
+The machine envelope records the source-local installation identity, artifact
+subject/source reference, trust and admission posture, declared resource
+envelope, and the fact that machine-owned live measurement is still
+`unobserved`. These fields are candidate evidence, not an admission or health
+receipt. Runtime entry validates the complete authored provider schema and
+accepts only the exact Python bootstrap identity, owner boundaries, and
+unadmitted source-candidate machine posture. Self-asserted trusted/admitted
+values, missing installation identity, extra schema fields, and persisted
+provider or machine-envelope mismatches fail closed.
+
+Machine evidence may be supplied with `--machine-evidence`, but that argument
+accepts only the bundle described by
+`config/schemas/machine-code-intelligence-gate.schema.json`. The bundle binds an
+exact inner record to `cas://sha256:...` registry and gate references, then
+verifies a detached Ed25519 signature over the exact provider/config/source,
+claim-limit, and registry-record identities. The public key is read only from
+the fixed root-owned machine trust anchor
+`/etc/abyss-machine/trust/code-intelligence-gate-ed25519.json`; it is never
+accepted from the receipt, config, path, owner string, or a private Python
+marker. If the anchor or signature is absent/invalid, the runtime fails closed.
+
+The inner v1 record remains useful as a provider-neutral evidence shape and is
+validated against `config/schemas/machine-code-intelligence-evidence.schema.json`,
+but its unkeyed `receipt_digest` is integrity-only and cannot authenticate the
+issuer. A gated record can describe a Python lane and a second-language lane
+without turning either into KAG meaning, proof, deployment, or owner
+acceptance. An observed LSP session must bind its source root, the exact
+provider-specific artifact when one is supplied, and, when arguments are used,
+the exact command digest; the launched executable must match that admitted
+artifact digest. Document URIs are canonicalized and contained within the
+admitted source root before requests leave the process. Only evidence returned
+by the authenticated gate route can authorize an LSP session; direct caller
+mappings remain untrusted. Machine health is rechecked whenever a binding is
+emitted or an LSP session is started, so stale evidence falls back to the
+unobserved candidate posture while already-captured source snapshots remain
+queryable. A script-backed LSP command must name one absolute interpreter whose
+digest is separately admitted by the machine receipt; helper shebangs and
+inherited `PATH` selection are rejected. Launches use the admitted runtime root
+as their fixed working directory, and generic requests/notifications recursively
+validate URI-bearing parameters against that root. `open_document` admits only
+bounded UTF-8 bytes whose digest matches the signed source-epoch manifest, so an
+unsaved buffer or a changed working-tree file cannot be attributed to this
+admitted source-root session. This source candidate contains no machine key,
+registry admission, provider installation, or live runtime evidence.
+
+The LSP child receives a fixed minimal environment (`PATH`, C locale, and
+`PYTHONNOUSERSITE`); caller-controlled Python path and native-loader variables
+are not inherited. Python receives only a fixed `PYTHONPATH` rooted in the
+manifest-bound runtime directory and starts with site initialization disabled.
+Generic request validation also rejects any local `file:` URI found in nested
+values, including server-defined command argument arrays. Both
+the file-size setting and its machine resource envelope remain capped by the
+authored 1,000,000-byte limit even for programmatic configuration construction.
+
+Persisted machine summaries are compared with the authenticated evidence captured
+when the runtime instance was admitted; changing both persisted copies cannot
+rewrite that provenance. An LSP session is admitted only for an observed `stdio`
+transport, and its response reader bounds each header line, the cumulative header
+bytes, and the header count before allocating a message body. The machine
+session evidence also binds a sorted digest manifest of the complete runtime
+root, so a script-backed LSP cannot import an unadmitted sibling or package;
+Python launches use `-S` plus a fixed manifest-root `PYTHONPATH` to keep site
+packages and `sitecustomize` outside the launch boundary. The source-root
+manifest binds each opened document to the observed `source_epoch`; changing
+the working-tree file after admission is rejected rather than silently
+re-attributed to the old epoch.
+
+By default the owner boundary is
+`/var/lib/abyss-machine/code-intelligence/trusted-epochs` plus the private key at
+`/etc/abyss-machine/trust/code-intelligence-history.key`; an owner may bind an
+equivalent explicit pair outside the mutable state root. Successful source
+epochs then receive a content-addressed, HMAC-authenticated trust record
+there. Each
+epoch/transition pair is created with exclusive creation and finalized
+read-only, so a later CLI process can authenticate the complete historical
+observation and invalidation transition without treating the mutable refresh
+receipt, state pointer, or state-root sibling as an authenticator. The provider
+never creates or rotates the key; if the owner boundary is absent or invalid,
+historical fallback is unavailable across processes and the runtime fails
+closed rather than accepting mutable state. Conflicting or malformed records
+fail closed; repeated refreshes of the same epoch may retain distinct
+full-rebuild and incremental transition records.
+
+The runtime exposes provider-neutral lifecycle operations (`refresh`,
+`restart`, `last_good`, `canary`, and `rollback`), an explicit LSP-session
+surface, observation lanes, an explicit bounded provider-worker queue, and an
+`owner_review` surface. Python source work is drained in deterministic,
+serialized batches while candidate/current/last-good promotion remains under
+the refresh lock. Source reads use descriptor-relative, no-follow parent walks
+on POSIX, and status/discover/definitions/references hold the refresh lock
+across their complete state snapshot. LSP start/close/restart transitions are
+serialized per session. `restart` executes a fresh complete source scan and parse;
+`last_good` returns the identity-validated rollback pointer; `canary` parses
+the working tree without promotion; and `rollback` atomically restores
+`last-good.json` as current while clearing a failed candidate. State promotion,
+candidate handling, transition receipts, and the corresponding operation
+receipt are rolled back together if receipt publication fails. Each action
+writes one bounded per-operation receipt under the state root. The
+substantially different TypeScript/LSP lane is exposed as a receipt-only,
+not-started worker route until its owner supplies live evidence. These are
+stack-local source-state actions and do not claim a deployed provider process,
+installation, admission, health, proof, landing, or owner acceptance.
+
+### Must not claim
+
+- LSP availability, installation, deployment, or service health;
+- semantic identity across rename, move, split, or merge;
+- INDEXED knowledge, PROVEN evidence, proof, or owner acceptance;
+- that a green source test is a live runtime check;
+- that a machine-bound candidate envelope is provider installation, trust,
+  admission, deployment, or live health evidence.
+
+### Validation
+
+```bash
+python -m unittest mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py -v
+python -m py_compile mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py
+python3 -m json.tool mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json
+python3 -m json.tool mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json
+python3 -m json.tool mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json
+```
+
+### Next route
+
+Route normalized observation admission to `aoa-kag`, installed provider and
+resource questions to `abyss-machine`, and refactor/proof evaluation to
+`aoa-evals`. Runtime activation remains an explicit operator action.
diff --git a/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json b/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json
new file mode 100644
index 0000000000..690b5f25ef
--- /dev/null
+++ b/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json
@@ -0,0 +1,51 @@
+{
+  "$schema": "schemas/live-code-intelligence-provider.schema.json",
+  "schema_version": "abyss-stack-live-code-intelligence-provider-v1",
+  "provider": {
+    "id": "python-ast-bootstrap",
+    "version": "1.1.0",
+    "language": "python",
+    "mode": "bootstrap",
+    "observation_schema": "abyss-stack-code-observation-v1",
+    "boundary_schema": "abyss-stack-live-code-intelligence-provider-boundary-v1",
+    "executable": "python3",
+    "entrypoint": "mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py",
+    "protocol": "json-command-v1",
+    "operations": ["discover", "refresh", "status", "definitions", "references", "restart", "last_good", "canary", "rollback"]
+  },
+  "source": {
+    "include_suffixes": [".py"],
+    "exclude_dirs": [".git", ".hg", ".venv", "__pycache__", "node_modules"],
+    "max_file_bytes": 1000000
+  },
+  "state": {
+    "relative_root": "Knowledge/code-intelligence/live/python",
+    "promotion": "complete-observation-only",
+    "fallback": "current-then-last-good"
+  },
+  "machine_binding": {
+    "schema_version": "abyss-machine-code-intelligence-provider-binding-v1",
+    "owner": "abyss-machine",
+    "installation_identity": "source-local-provider-candidate",
+    "artifact_subject": {
+      "kind": "source-local-provider",
+      "source_ref": "mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py",
+      "trust_state": "not-admitted",
+      "admission_state": "unknown"
+    },
+    "resource_envelope": {
+      "max_file_bytes": 1000000,
+      "max_query_results": 100
+    },
+    "live_measurement": {
+      "required_for_admission": true,
+      "state": "unobserved"
+    }
+  },
+  "owner_boundaries": {
+    "runtime_lifecycle": "abyss-stack",
+    "observation_meaning": "aoa-kag",
+    "installation_and_admission": "abyss-machine",
+    "proof_and_verdict": "aoa-evals"
+  }
+}
diff --git a/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json b/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json
new file mode 100644
index 0000000000..e4ffcfc96b
--- /dev/null
+++ b/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json
@@ -0,0 +1,110 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://abyss-stack/schemas/live-code-intelligence-provider.schema.json",
+  "title": "abyss-stack LIVE code-intelligence provider config",
+  "type": "object",
+  "additionalProperties": false,
+  "required": ["$schema", "schema_version", "provider", "source", "state", "machine_binding", "owner_boundaries"],
+  "properties": {
+    "$schema": {"const": "schemas/live-code-intelligence-provider.schema.json"},
+    "schema_version": {"const": "abyss-stack-live-code-intelligence-provider-v1"},
+    "provider": {
+      "type": "object",
+      "additionalProperties": false,
+        "required": ["id", "version", "language", "mode", "observation_schema", "boundary_schema", "executable", "entrypoint", "protocol", "operations"],
+      "properties": {
+        "id": {"const": "python-ast-bootstrap"},
+        "version": {"const": "1.1.0"},
+        "language": {"const": "python"},
+        "mode": {"const": "bootstrap"},
+        "observation_schema": {"const": "abyss-stack-code-observation-v1"},
+        "boundary_schema": {"const": "abyss-stack-live-code-intelligence-provider-boundary-v1"},
+        "executable": {"const": "python3"},
+        "entrypoint": {"const": "mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py"},
+        "protocol": {"const": "json-command-v1"},
+        "operations": {
+          "const": ["discover", "refresh", "status", "definitions", "references", "restart", "last_good", "canary", "rollback"]
+        }
+      }
+    },
+    "source": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["include_suffixes", "exclude_dirs", "max_file_bytes"],
+      "properties": {
+        "include_suffixes": {
+          "const": [".py"]
+        },
+        "exclude_dirs": {
+          "type": "array",
+          "items": {"type": "string", "minLength": 1}
+        },
+        "max_file_bytes": {"const": 1000000}
+      }
+    },
+    "state": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["relative_root", "promotion", "fallback"],
+      "properties": {
+        "relative_root": {
+          "type": "string",
+          "minLength": 1,
+          "pattern": "^(?!/)(?![A-Za-z]:)(?!.*\\\\)(?!.*(?:^|/)(?:\\.|\\.\\.)(?:/|$)).+$"
+        },
+        "promotion": {"const": "complete-observation-only"},
+        "fallback": {"const": "current-then-last-good"}
+      }
+    },
+    "machine_binding": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["schema_version", "owner", "installation_identity", "artifact_subject", "resource_envelope", "live_measurement"],
+      "properties": {
+        "schema_version": {"const": "abyss-machine-code-intelligence-provider-binding-v1"},
+        "owner": {"const": "abyss-machine"},
+        "installation_identity": {"const": "source-local-provider-candidate"},
+        "artifact_subject": {
+          "type": "object",
+          "additionalProperties": false,
+          "required": ["kind", "source_ref", "trust_state", "admission_state"],
+          "properties": {
+            "kind": {"const": "source-local-provider"},
+            "source_ref": {"const": "mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py"},
+            "trust_state": {"const": "not-admitted"},
+            "admission_state": {"const": "unknown"}
+          }
+        },
+        "resource_envelope": {
+          "type": "object",
+          "additionalProperties": false,
+          "required": ["max_file_bytes", "max_query_results"],
+          "properties": {
+            "max_file_bytes": {"const": 1000000},
+            "max_query_results": {"const": 100}
+          }
+        },
+        "live_measurement": {
+          "type": "object",
+          "additionalProperties": false,
+          "required": ["required_for_admission", "state"],
+          "properties": {
+            "required_for_admission": {"const": true},
+            "state": {"const": "unobserved"}
+          }
+        }
+      }
+    },
+    "owner_boundaries": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["runtime_lifecycle", "observation_meaning", "installation_and_admission", "proof_and_verdict"],
+      "properties": {
+        "runtime_lifecycle": {"const": "abyss-stack"},
+        "observation_meaning": {"const": "aoa-kag"},
+        "installation_and_admission": {"const": "abyss-machine"},
+        "proof_and_verdict": {"const": "aoa-evals"}
+      }
+    }
+  }
+}
diff --git a/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json b/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json
new file mode 100644
index 0000000000..38b94f1216
--- /dev/null
+++ b/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json
@@ -0,0 +1,250 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://abyss-stack/schemas/machine-code-intelligence-evidence.schema.json",
+  "title": "abyss-machine owner-qualified code-intelligence evidence",
+  "description": "Inner machine evidence record. It is not consumable without the signed content-addressed registry/gate bundle.",
+  "type": "object",
+  "additionalProperties": false,
+  "required": [
+    "schema_version",
+    "evidence_class",
+    "issuer",
+    "receipt_id",
+    "observed_at",
+    "subject",
+    "installation",
+    "admission",
+    "health",
+    "verification",
+    "providers",
+    "lsp_sessions",
+    "observations",
+    "lifecycle",
+    "owner_boundaries",
+    "claim_limits",
+    "receipt_digest"
+  ],
+  "properties": {
+    "schema_version": {"const": "abyss-stack-machine-code-intelligence-evidence-v1"},
+    "evidence_class": {"const": "machine-owned-verification"},
+    "issuer": {"const": "abyss-machine"},
+    "receipt_id": {"type": "string", "minLength": 1},
+    "observed_at": {"type": "string", "minLength": 1},
+    "subject": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": [
+        "provider",
+        "provider_source_digest",
+        "config_digest",
+        "artifact_digest",
+        "artifact_ref"
+      ],
+      "properties": {
+        "provider": {"type": "object"},
+        "provider_source_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+        "config_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+        "artifact_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+        "artifact_ref": {"type": "string", "minLength": 1}
+      }
+    },
+    "installation": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["owner", "state", "identity", "artifact_digest", "evidence_ref"],
+      "properties": {
+        "owner": {"const": "abyss-machine"},
+        "state": {"const": "verified"},
+        "identity": {"type": "string", "minLength": 1},
+        "artifact_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+        "evidence_ref": {"type": "string", "minLength": 1}
+      }
+    },
+    "admission": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["owner", "state", "trust_state", "admission_ref"],
+      "properties": {
+        "owner": {"const": "abyss-machine"},
+        "state": {"const": "admitted"},
+        "trust_state": {"const": "trusted"},
+        "admission_ref": {"type": "string", "minLength": 1}
+      }
+    },
+    "health": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["owner", "state", "measurement_ref", "observed_at"],
+      "properties": {
+        "owner": {"const": "abyss-machine"},
+        "state": {"const": "healthy"},
+        "measurement_ref": {"type": "string", "minLength": 1},
+        "observed_at": {"type": "string", "minLength": 1}
+      }
+    },
+    "verification": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["owner", "state", "method", "verification_ref"],
+      "properties": {
+        "owner": {"const": "abyss-machine"},
+        "state": {"const": "verified"},
+        "method": {"const": "abyss-machine-owner-receipt-v1"},
+        "verification_ref": {"type": "string", "minLength": 1}
+      }
+    },
+    "providers": {
+      "type": "array",
+      "minItems": 1,
+      "items": {
+        "type": "object",
+        "additionalProperties": false,
+        "required": ["id", "version", "language", "protocol", "observation_state"],
+        "properties": {
+          "id": {"type": "string", "minLength": 1},
+          "version": {"type": "string", "minLength": 1},
+          "language": {"type": "string", "minLength": 1},
+          "protocol": {"type": "string", "minLength": 1},
+          "observation_state": {"enum": ["observed", "available", "unobserved"]}
+        }
+      }
+    },
+    "lsp_sessions": {
+      "type": "array",
+      "items": {
+        "type": "object",
+        "additionalProperties": false,
+        "required": [
+          "session_id",
+          "provider_id",
+          "language",
+          "state",
+          "transport",
+          "source_epoch",
+          "evidence_ref",
+          "runtime_manifest",
+          "source_manifest"
+        ],
+        "properties": {
+          "session_id": {"type": "string", "minLength": 1},
+          "provider_id": {"type": "string", "minLength": 1},
+          "language": {"type": "string", "minLength": 1},
+          "state": {"enum": ["observed", "unobserved"]},
+          "transport": {"type": "string", "minLength": 1},
+          "source_epoch": {"type": "string", "minLength": 1},
+          "evidence_ref": {"type": "string", "minLength": 1},
+          "source_root": {"type": "string", "minLength": 1},
+          "command_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+          "artifact_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+          "interpreter_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+          "runtime_manifest": {
+            "type": "array",
+            "items": {"$ref": "#/$defs/file_binding"}
+          },
+          "source_manifest": {
+            "type": "array",
+            "items": {"$ref": "#/$defs/file_binding"}
+          }
+        },
+        "allOf": [
+          {
+            "if": {
+              "properties": {"state": {"const": "observed"}}
+            },
+            "then": {
+              "required": ["source_root"],
+              "properties": {
+                "runtime_manifest": {"minItems": 1}
+              }
+            }
+          }
+        ]
+      }
+    },
+    "observations": {
+      "type": "array",
+      "items": {
+        "type": "object",
+        "additionalProperties": false,
+        "required": [
+          "provider_id",
+          "language",
+          "state",
+          "source_epoch",
+          "observation_ref",
+          "semantic_owner"
+        ],
+        "properties": {
+          "provider_id": {"type": "string", "minLength": 1},
+          "language": {"type": "string", "minLength": 1},
+          "state": {"enum": ["observed", "unobserved"]},
+          "source_epoch": {"type": "string", "minLength": 1},
+          "observation_ref": {"type": "string", "minLength": 1},
+          "semantic_owner": {"const": "aoa-kag"}
+        }
+      }
+    },
+    "lifecycle": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["state", "restart", "last_good", "canary", "rollback"],
+      "properties": {
+        "state": {"enum": ["ready", "degraded"]},
+        "restart": {"$ref": "#/$defs/lifecycle_component"},
+        "last_good": {"$ref": "#/$defs/lifecycle_component"},
+        "canary": {"$ref": "#/$defs/lifecycle_component"},
+        "rollback": {"$ref": "#/$defs/lifecycle_component"}
+      }
+    },
+    "owner_boundaries": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["runtime_lifecycle", "observation_meaning", "installation_and_admission", "proof_and_verdict"],
+      "properties": {
+        "runtime_lifecycle": {"const": "abyss-stack"},
+        "observation_meaning": {"const": "aoa-kag"},
+        "installation_and_admission": {"const": "abyss-machine"},
+        "proof_and_verdict": {"const": "aoa-evals"}
+      }
+    },
+    "claim_limits": {
+      "type": "array",
+      "minItems": 1,
+      "items": {"type": "string", "minLength": 1}
+    },
+    "receipt_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"}
+  },
+  "$defs": {
+    "file_binding": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["path", "digest"],
+      "properties": {
+        "path": {
+          "type": "string",
+          "minLength": 1,
+          "pattern": "^(?!/)(?!.*\\\\)(?!.*(?:^|/)\\.{1,2}(?:/|$))[^/]+(?:/[^/]+)*$"
+        },
+        "digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"}
+      }
+    },
+    "lifecycle_component": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["state", "evidence_ref"],
+      "properties": {
+        "state": {
+          "enum": [
+            "observed",
+            "available",
+            "passed",
+            "ready",
+            "unobserved",
+            "not-observed"
+          ]
+        },
+        "evidence_ref": {"type": "string", "minLength": 1}
+      }
+    }
+  }
+}
diff --git a/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json b/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json
new file mode 100644
index 0000000000..0f33cc2b4b
--- /dev/null
+++ b/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json
@@ -0,0 +1,21 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://abyss-stack/schemas/machine-code-intelligence-gate-public-key.schema.json",
+  "title": "abyss-machine code-intelligence gate public key",
+  "description": "The root-owned, out-of-band Ed25519 trust anchor consumed by the runtime gate verifier.",
+  "type": "object",
+  "additionalProperties": false,
+  "required": ["schema_version", "owner", "key_id", "algorithm", "public_key"],
+  "properties": {
+    "schema_version": {"const": "abyss-machine-code-intelligence-gate-public-key-v1"},
+    "owner": {"const": "abyss-machine"},
+    "key_id": {"type": "string", "minLength": 1},
+    "algorithm": {"const": "ed25519"},
+    "public_key": {
+      "type": "string",
+      "pattern": "^[A-Za-z0-9+/]{43}=$",
+      "minLength": 44,
+      "maxLength": 44
+    }
+  }
+}
diff --git a/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json b/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json
new file mode 100644
index 0000000000..4f81e10866
--- /dev/null
+++ b/mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json
@@ -0,0 +1,69 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://abyss-stack/schemas/machine-code-intelligence-gate.schema.json",
+  "title": "abyss-machine content-addressed code-intelligence admission gate",
+  "description": "A registry record plus detached owner signature. The inner evidence record is never an authority without this gate and an out-of-band machine trust anchor.",
+  "type": "object",
+  "additionalProperties": false,
+  "required": ["schema_version", "registry", "evidence", "gate", "bundle_digest"],
+  "properties": {
+    "schema_version": {"const": "abyss-stack-machine-code-intelligence-gate-v1"},
+    "registry": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["schema_version", "owner", "record_ref", "record_digest", "gate_ref", "gate_digest"],
+      "properties": {
+        "schema_version": {"const": "abyss-machine-content-addressed-registry-record-v1"},
+        "owner": {"const": "abyss-machine"},
+        "record_ref": {"type": "string", "pattern": "^cas://sha256:[0-9a-f]{64}$"},
+        "record_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+        "gate_ref": {"type": "string", "pattern": "^cas://sha256:[0-9a-f]{64}$"},
+        "gate_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"}
+      }
+    },
+    "evidence": {"$ref": "machine-code-intelligence-evidence.schema.json"},
+    "gate": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["schema_version", "owner", "state", "algorithm", "verification_method", "key_id", "key_digest", "gate_id", "verification_ref", "subject_digest", "signed_payload", "signature", "gate_digest"],
+      "properties": {
+        "schema_version": {"const": "abyss-machine-admission-gate-v1"},
+        "owner": {"const": "abyss-machine"},
+        "state": {"const": "authenticated"},
+        "algorithm": {"const": "ed25519"},
+        "verification_method": {"const": "ed25519-owner-signature-v1"},
+        "key_id": {"type": "string", "minLength": 1},
+        "key_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+        "gate_id": {"type": "string", "minLength": 1},
+        "verification_ref": {"type": "string", "pattern": "^cas://sha256:[0-9a-f]{64}$"},
+        "subject_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+        "signed_payload": {
+          "type": "object",
+          "additionalProperties": false,
+          "required": ["schema_version", "owner", "gate_id", "state", "algorithm", "verification_method", "key_id", "key_digest", "verification_ref", "registry_record_ref", "registry_record_digest", "evidence_digest", "subject_digest", "provider_source_digest", "config_digest", "claim_limits_digest"],
+          "properties": {
+            "schema_version": {"const": "abyss-machine-admission-gate-signed-payload-v1"},
+            "owner": {"const": "abyss-machine"},
+            "gate_id": {"type": "string", "minLength": 1},
+            "state": {"const": "authenticated"},
+            "algorithm": {"const": "ed25519"},
+            "verification_method": {"const": "ed25519-owner-signature-v1"},
+            "key_id": {"type": "string", "minLength": 1},
+            "key_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+            "verification_ref": {"type": "string", "pattern": "^cas://sha256:[0-9a-f]{64}$"},
+            "registry_record_ref": {"type": "string", "pattern": "^cas://sha256:[0-9a-f]{64}$"},
+            "registry_record_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+            "evidence_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+            "subject_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+            "provider_source_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+            "config_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+            "claim_limits_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"}
+          }
+        },
+        "signature": {"type": "string", "pattern": "^[A-Za-z0-9+/]{86}==$", "minLength": 88, "maxLength": 88},
+        "gate_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"}
+      }
+    },
+    "bundle_digest": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"}
+  }
+}
diff --git a/mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py b/mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py
new file mode 100644
index 0000000000..5f395826ac
--- /dev/null
+++ b/mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py
@@ -0,0 +1,7570 @@
+"""Runtime-local Python LIVE code-observation provider.
+
+This module owns runtime mechanics only.  It produces a compact, provider-
+neutral observation envelope for a Python working tree and keeps candidate,
+current, and last-good state separate.  It deliberately does not define KAG
+meaning, install an LSP, or claim semantic lineage across renames and moves.
+"""
+
+from __future__ import annotations
+
+import ast
+import argparse
+import base64
+import copy
+import errno
+import hashlib
+import hmac
+import json
+import os
+import queue
+import shutil
+import subprocess
+import stat
+import sys
+import threading
+import tempfile
+import time
+from collections import deque
+from contextlib import contextmanager
+from dataclasses import dataclass, field
+from datetime import datetime, timezone
+from pathlib import Path
+from typing import Any, Collection, Iterator, Mapping, MutableMapping, Sequence
+from urllib.parse import unquote, urlsplit
+
+try:
+    import fcntl
+except ImportError:  # pragma: no cover - exercised only on non-POSIX hosts
+    fcntl = None
+
+
+CONFIG_SCHEMA = "abyss-stack-live-code-intelligence-provider-v1"
+CONFIG_SCHEMA_REF = "schemas/live-code-intelligence-provider.schema.json"
+OBSERVATION_SCHEMA = "abyss-stack-code-observation-v1"
+STATE_SCHEMA = "abyss-stack-live-code-intelligence-state-v1"
+STATUS_SCHEMA = "abyss-stack-live-code-intelligence-status-v1"
+RECEIPT_SCHEMA = "abyss-stack-live-code-intelligence-refresh-receipt-v1"
+OBSERVATION_ENVELOPE_SCHEMA = "abyss-stack-machine-bound-code-observation-v1"
+PROVIDER_BOUNDARY_SCHEMA = "abyss-stack-live-code-intelligence-provider-boundary-v1"
+PROVIDER_OPERATION_SCHEMA = "abyss-stack-live-code-intelligence-operation-v1"
+MACHINE_BINDING_SCHEMA = "abyss-machine-code-intelligence-provider-binding-v1"
+MACHINE_EVIDENCE_SCHEMA = "abyss-stack-machine-code-intelligence-evidence-v1"
+PROVIDER_LIFECYCLE_SCHEMA = "abyss-stack-live-code-intelligence-provider-lifecycle-v1"
+LSP_SESSION_SCHEMA = "abyss-stack-live-code-intelligence-lsp-session-v1"
+OWNER_REVIEW_SCHEMA = "abyss-stack-live-code-intelligence-owner-review-v1"
+HISTORICAL_TRUST_SCHEMA = "abyss-stack-live-code-intelligence-historical-trust-v1"
+HISTORICAL_TRUST_ALGORITHM = "hmac-sha256-owner-key-v1"
+HISTORICAL_TRUST_KEY_BYTES = 32
+DEFAULT_HISTORICAL_TRUST_ROOT = Path(
+    "/var/lib/abyss-machine/code-intelligence/trusted-epochs"
+)
+DEFAULT_HISTORICAL_TRUST_KEY_PATH = Path(
+    "/etc/abyss-machine/trust/code-intelligence-history.key"
+)
+PROVIDER_ID = "python-ast-bootstrap"
+PROVIDER_VERSION = "1.1.0"
+PROVIDER_LANGUAGE = "python"
+PROVIDER_MODE = "bootstrap"
+PROVIDER_PROTOCOL = "json-command-v1"
+PROVIDER_ENTRYPOINT = "mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py"
+PROVIDER_OPERATIONS = (
+    "discover",
+    "refresh",
+    "status",
+    "definitions",
+    "references",
+    "restart",
+    "last_good",
+    "canary",
+    "rollback",
+)
+PROVIDER_EXECUTABLE = "python3"
+MACHINE_INSTALLATION_IDENTITY = "source-local-provider-candidate"
+MACHINE_ARTIFACT_KIND = "source-local-provider"
+MACHINE_TRUST_STATE = "not-admitted"
+MACHINE_ADMISSION_STATE = "unknown"
+MACHINE_LIVE_MEASUREMENT_STATE = "unobserved"
+MACHINE_EVIDENCE_CLASS = "machine-owned-verification"
+MACHINE_EVIDENCE_METHOD = "abyss-machine-owner-receipt-v1"
+AUTHORED_MAX_FILE_BYTES = 1_000_000
+MACHINE_GATE_SCHEMA = "abyss-stack-machine-code-intelligence-gate-v1"
+MACHINE_GATE_RECORD_SCHEMA = "abyss-machine-admission-gate-v1"
+MACHINE_GATE_SIGNED_PAYLOAD_SCHEMA = "abyss-machine-admission-gate-signed-payload-v1"
+MACHINE_REGISTRY_SCHEMA = "abyss-machine-content-addressed-registry-record-v1"
+MACHINE_GATE_PUBLIC_KEY_SCHEMA = "abyss-machine-code-intelligence-gate-public-key-v1"
+MACHINE_GATE_ALGORITHM = "ed25519"
+MACHINE_GATE_VERIFICATION_METHOD = "ed25519-owner-signature-v1"
+MACHINE_GATE_TRUST_ANCHOR = Path(
+    "/etc/abyss-machine/trust/code-intelligence-gate-ed25519.json"
+)
+# This is the exact consumer ABI declared by the G59 MACHINE source. Keep it
+# explicit at the stack boundary so schema, trust-anchor, lifecycle, and
+# owner-separation drift is visible without accepting a provider artifact.
+MACHINE_CONSUMER_ABI = {
+    "owner": "abyss-stack",
+    "binding_schema": MACHINE_BINDING_SCHEMA,
+    "evidence_schema": MACHINE_EVIDENCE_SCHEMA,
+    "gate_schema": MACHINE_GATE_SCHEMA,
+    "gate_record_schema": MACHINE_GATE_RECORD_SCHEMA,
+    "signed_payload_schema": MACHINE_GATE_SIGNED_PAYLOAD_SCHEMA,
+    "public_key_schema": MACHINE_GATE_PUBLIC_KEY_SCHEMA,
+    "algorithm": MACHINE_GATE_ALGORITHM,
+    "verification_method": MACHINE_GATE_VERIFICATION_METHOD,
+    "trust_anchor_ref": str(MACHINE_GATE_TRUST_ANCHOR),
+    "trust_anchor_posture": "existing_root_owned_anchor_only",
+    "provider_neutral": True,
+    "state_axes": ["candidate", "current", "last_good"],
+    "required_separations": [
+        "machine artifact trust vs machine evidence gate",
+        "installation and admission vs deployed runtime lifecycle",
+        "runtime observation vs normalized observation meaning",
+        "runtime evidence vs semantic proof and eval verdict",
+    ],
+}
+PROVIDER_WORKER_SCHEMA = "abyss-stack-live-code-intelligence-provider-worker-v1"
+PROVIDER_WORK_QUEUE_SCHEMA = "abyss-stack-live-code-intelligence-provider-work-queue-v1"
+PROVIDER_QUEUE_CAPACITY = 128
+SECOND_LANGUAGE_PROVIDER_ID = "typescript-lsp"
+SECOND_LANGUAGE = "typescript"
+MAX_QUERY_RESULTS = 100
+PROVIDER_LIFECYCLE_OPERATIONS = (
+    "discover",
+    "refresh",
+    "restart",
+    "last_good",
+    "canary",
+    "rollback",
+)
+DEFAULT_EXCLUDE_DIRS = (
+    ".git",
+    ".hg",
+    ".venv",
+    "__pycache__",
+    "node_modules",
+)
+DEFAULT_STATE_RELATIVE_ROOT = "Knowledge/code-intelligence/live/python"
+DEFAULT_STATE_PROMOTION = "complete-observation-only"
+DEFAULT_STATE_FALLBACK = "current-then-last-good"
+DEFAULT_MACHINE_BINDING = {
+    "schema_version": MACHINE_BINDING_SCHEMA,
+    "owner": "abyss-machine",
+    "installation_identity": MACHINE_INSTALLATION_IDENTITY,
+    "artifact_subject": {
+        "kind": MACHINE_ARTIFACT_KIND,
+        "source_ref": PROVIDER_ENTRYPOINT,
+        "trust_state": MACHINE_TRUST_STATE,
+        "admission_state": MACHINE_ADMISSION_STATE,
+    },
+    "resource_envelope": {
+        "max_file_bytes": AUTHORED_MAX_FILE_BYTES,
+        "max_query_results": MAX_QUERY_RESULTS,
+    },
+    "live_measurement": {
+        "required_for_admission": True,
+        "state": MACHINE_LIVE_MEASUREMENT_STATE,
+    },
+}
+DEFAULT_OWNER_BOUNDARIES = (
+    ("runtime_lifecycle", "abyss-stack"),
+    ("observation_meaning", "aoa-kag"),
+    ("installation_and_admission", "abyss-machine"),
+    ("proof_and_verdict", "aoa-evals"),
+)
+SOURCE_READ_CHUNK_BYTES = 64 * 1024
+LSP_RUNTIME_MANIFEST_MAX_FILES = 4_096
+LSP_RUNTIME_MANIFEST_MAX_BYTES = 256 * 1024 * 1024
+# Source discovery has its own aggregate envelope.  A per-file limit does not
+# bound the metadata retained for a tree containing many individually valid
+# files, so the scan stops with a degraded candidate before that work can grow
+# without limit.  Keep this aligned with the machine-owned manifest envelope
+# while retaining an explicit source-scan contract.
+SOURCE_SCAN_MAX_FILES = 4_096
+SOURCE_SCAN_MAX_BYTES = 256 * 1024 * 1024
+# A small source file can expand into a much larger AST observation.  Bound
+# the serialized observation bytes retained by one refresh as well as the
+# source manifest itself.
+OBSERVATION_MAX_SERIALIZED_BYTES = 16 * 1024 * 1024
+STATE_LOCK_NAME = ".refresh.lock"
+OPERATION_RECEIPTS_DIRECTORY = "operations"
+HISTORICAL_TRUST_DIRECTORY = "trusted-epochs"
+MACHINE_HEALTH_MAX_AGE_SECONDS = 15 * 60
+LSP_MAX_HEADER_LINE_BYTES = 16 * 1024
+LSP_MAX_HEADER_BYTES = 64 * 1024
+LSP_MAX_HEADER_LINES = 32
+# Bubblewrap is a machine-owned prerequisite of the immutable LSP launch
+# boundary.  Do not resolve it through caller-controlled PATH.
+MACHINE_BUBBLEWRAP_PATH = Path("/usr/bin/bwrap")
+_PERSISTED_MACHINE_DYNAMIC_KEYS = frozenset(
+    {
+        "installation",
+        "trust_binding",
+        "admission",
+        "live_measurement",
+        "verified_evidence",
+    }
+)
+_KNOWN_PYTHON_IMPORT_ROOTS = frozenset({"app", "lib", "python", "source", "src"})
+# These roots are mounted from the host into the LSP namespace.  A source root
+# below one of them would leave unadmitted host files visible alongside the
+# sealed manifest bindings, so such roots must be rejected before launch.
+_HOST_BACKED_NAMESPACE_ROOTS = tuple(
+    Path(item) for item in ("/bin", "/etc", "/lib", "/lib64", "/sbin", "/usr")
+)
+
+
+_THREAD_LOCKS: dict[str, threading.RLock] = {}
+_THREAD_LOCKS_GUARD = threading.Lock()
+
+
+class LiveCodeIntelligenceError(RuntimeError):
+    """Raised when a source or runtime-state boundary cannot be honored."""
+
+
+_MACHINE_EVIDENCE_VALIDATION_TOKEN = object()
+
+
+class _AuthenticatedMachineEvidence(Mapping[str, Any]):
+    """Evidence wrapper that can only be produced after gate validation."""
+
+    def __init__(
+        self,
+        payload: Mapping[str, Any],
+        *,
+        validation_token: object,
+    ) -> None:
+        if validation_token is not _MACHINE_EVIDENCE_VALIDATION_TOKEN:
+            raise TypeError("machine evidence must come from gate validation")
+        self._payload = copy.deepcopy(dict(payload))
+
+    def __getitem__(self, key: str) -> Any:
+        return copy.deepcopy(self._payload[key])
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(self._payload)
+
+    def __len__(self) -> int:
+        return len(self._payload)
+
+
+def _canonical_json(value: object) -> str:
+    return json.dumps(
+        value,
+        ensure_ascii=True,
+        sort_keys=True,
+        separators=(",", ":"),
+    )
+
+
+def _digest_bytes(value: bytes) -> str:
+    return f"sha256:{hashlib.sha256(value).hexdigest()}"
+
+
+def _digest_regular_file(path: Path, label: str) -> tuple[str, int]:
+    """Digest one regular file without retaining its contents in memory."""
+
+    try:
+        if _contains_symlink(path):
+            raise LiveCodeIntelligenceError(f"{label} must not contain symlinks")
+        before = path.stat()
+        if not stat.S_ISREG(before.st_mode):
+            raise LiveCodeIntelligenceError(f"{label} must be a regular file")
+        digest = hashlib.sha256()
+        total = 0
+        with path.open("rb") as handle:
+            while True:
+                chunk = handle.read(SOURCE_READ_CHUNK_BYTES)
+                if not chunk:
+                    break
+                digest.update(chunk)
+                total += len(chunk)
+        after = path.stat()
+    except LiveCodeIntelligenceError:
+        raise
+    except (OSError, UnicodeError) as exc:
+        raise LiveCodeIntelligenceError(f"unable to digest {label}") from exc
+    if (
+        before.st_ino != after.st_ino
+        or before.st_size != after.st_size
+        or before.st_mtime_ns != after.st_mtime_ns
+    ):
+        raise LiveCodeIntelligenceError(f"{label} changed while being digested")
+    return f"sha256:{digest.hexdigest()}", total
+
+
+def _directory_file_manifest(root: Path, label: str) -> tuple[tuple[str, str], ...]:
+    """Return a bounded, symlink-free digest manifest for one directory tree."""
+
+    root_input = Path(root).expanduser()
+    if _contains_symlink(root_input):
+        raise LiveCodeIntelligenceError(f"{label} must not contain symlinks")
+    root = root_input.resolve()
+    if not root.is_dir():
+        raise LiveCodeIntelligenceError(f"{label} must be a real directory")
+    entries: list[tuple[str, str]] = []
+    total_bytes = 0
+
+    def visit(directory: Path, relative_prefix: tuple[str, ...]) -> None:
+        nonlocal total_bytes
+        try:
+            with os.scandir(directory) as iterator:
+                children = sorted(iterator, key=lambda entry: entry.name)
+        except (OSError, UnicodeError) as exc:
+            raise LiveCodeIntelligenceError(
+                f"unable to enumerate {label}: {directory}"
+            ) from exc
+        for child in children:
+            if _contains_surrogate(child.name):
+                raise LiveCodeIntelligenceError(
+                    f"{label} contains a non-UTF-8 filename"
+                )
+            child_path = directory / child.name
+            relative_parts = relative_prefix + (child.name,)
+            relative = "/".join(relative_parts)
+            if child.is_symlink():
+                raise LiveCodeIntelligenceError(
+                    f"{label} contains a symlink: {relative}"
+                )
+            if child.is_dir(follow_symlinks=False):
+                visit(child_path, relative_parts)
+                continue
+            if not child.is_file(follow_symlinks=False):
+                raise LiveCodeIntelligenceError(
+                    f"{label} contains a non-regular entry: {relative}"
+                )
+            if len(entries) >= LSP_RUNTIME_MANIFEST_MAX_FILES:
+                raise LiveCodeIntelligenceError(
+                    f"{label} exceeds the bounded file count"
+                )
+            digest, size = _digest_regular_file(child_path, f"{label} {relative}")
+            total_bytes += size
+            if total_bytes > LSP_RUNTIME_MANIFEST_MAX_BYTES:
+                raise LiveCodeIntelligenceError(
+                    f"{label} exceeds the bounded byte count"
+                )
+            entries.append((relative, digest))
+
+    visit(root, ())
+    return tuple(sorted(entries))
+
+
+def _validated_file_manifest(
+    value: Any,
+    label: str,
+    *,
+    allow_empty: bool,
+) -> tuple[tuple[str, str], ...]:
+    """Validate a signed relative path/digest manifest with one ordering."""
+
+    if not isinstance(value, list) or (not allow_empty and not value):
+        suffix = "non-empty " if not allow_empty else ""
+        raise LiveCodeIntelligenceError(f"{label} must be a {suffix}array")
+    entries: list[tuple[str, str]] = []
+    seen: set[str] = set()
+    for index, item in enumerate(value):
+        item_label = f"{label}[{index}]"
+        mapping = _mapping(item, item_label)
+        _exact_keys(mapping, {"path", "digest"}, item_label)
+        path = _non_empty_string(mapping.get("path"), f"{item_label}.path")
+        relative = Path(path)
+        if (
+            relative.is_absolute()
+            or any(part in {"", ".", ".."} for part in relative.parts)
+            or "\\" in path
+            or _contains_surrogate(path)
+            or path != relative.as_posix()
+        ):
+            raise LiveCodeIntelligenceError(
+                f"{item_label}.path must be a safe relative POSIX path"
+            )
+        if path in seen:
+            raise LiveCodeIntelligenceError(f"{label} contains duplicate paths")
+        seen.add(path)
+        digest = _sha256_reference(mapping.get("digest"), f"{item_label}.digest")
+        entries.append((path, digest))
+    if entries != sorted(entries):
+        raise LiveCodeIntelligenceError(f"{label} must be sorted by path")
+    return tuple(entries)
+
+
+def _is_python_interpreter(path: Path) -> bool:
+    name = path.name.lower()
+    return name.startswith("python") or name.startswith("pypy")
+
+
+def _shebang_interpreter(path: Path) -> Path | None:
+    """Return the exact absolute interpreter named by a script shebang.
+
+    A script digest alone does not authenticate the code that an inherited
+    ``PATH`` or a shebang helper will select.  Only a single absolute
+    interpreter token is therefore admitted; callers bind its bytes
+    separately to the machine receipt before launch.
+    """
+
+    try:
+        with path.open("rb") as handle:
+            first_line = handle.readline(4097)
+    except OSError as exc:
+        raise LiveCodeIntelligenceError(
+            f"unable to inspect LSP executable interpreter: {path}"
+        ) from exc
+    if not first_line.startswith(b"#!"):
+        return None
+    try:
+        shebang = first_line[2:].decode("utf-8").strip()
+    except UnicodeDecodeError as exc:
+        raise LiveCodeIntelligenceError(
+            "LSP script interpreter declaration is not valid UTF-8"
+        ) from exc
+    tokens = shebang.split()
+    if len(tokens) != 1 or not Path(tokens[0]).is_absolute():
+        raise LiveCodeIntelligenceError(
+            "LSP script interpreter must be one absolute executable path"
+        )
+    interpreter = Path(tokens[0]).expanduser().resolve()
+    if not interpreter.is_file() or not os.access(interpreter, os.X_OK):
+        raise LiveCodeIntelligenceError("LSP script interpreter is not runnable")
+    return interpreter
+
+
+def _read_descriptor(descriptor: int, size: int, offset: int) -> bytes:
+    """Read a bounded slice without changing the descriptor's launch state."""
+
+    if hasattr(os, "pread"):
+        return os.pread(descriptor, size, offset)
+    current = os.lseek(descriptor, 0, os.SEEK_CUR)
+    try:
+        os.lseek(descriptor, offset, os.SEEK_SET)
+        return os.read(descriptor, size)
+    finally:
+        os.lseek(descriptor, current, os.SEEK_SET)
+
+
+def _open_regular_descriptor(path: Path, label: str) -> tuple[int, os.stat_result]:
+    """Open one candidate without following links and require a regular file."""
+
+    flags = os.O_RDONLY
+    if hasattr(os, "O_NONBLOCK"):
+        flags |= os.O_NONBLOCK
+    if hasattr(os, "O_NOFOLLOW"):
+        flags |= os.O_NOFOLLOW
+    try:
+        descriptor = os.open(path, flags)
+    except OSError as exc:
+        raise LiveCodeIntelligenceError(
+            f"unable to open {label} for exact launch"
+        ) from exc
+    try:
+        metadata = os.fstat(descriptor)
+        if not stat.S_ISREG(metadata.st_mode):
+            raise LiveCodeIntelligenceError(
+                f"{label} must be a regular file for exact launch"
+            )
+        return descriptor, metadata
+    except Exception:
+        os.close(descriptor)
+        raise
+
+
+def _shebang_interpreter_from_descriptor(
+    descriptor: int,
+) -> Path | None:
+    """Parse a shebang from the exact bytes selected for launch."""
+
+    first_line = _read_descriptor(descriptor, 4097, 0)
+    if not first_line.startswith(b"#!"):
+        return None
+    try:
+        shebang = first_line[2:].decode("utf-8").splitlines()[0].strip()
+    except (UnicodeDecodeError, IndexError) as exc:
+        raise LiveCodeIntelligenceError(
+            "LSP script interpreter declaration is not valid UTF-8"
+        ) from exc
+    tokens = shebang.split()
+    if len(tokens) != 1 or not Path(tokens[0]).is_absolute():
+        raise LiveCodeIntelligenceError(
+            "LSP script interpreter must be one absolute executable path"
+        )
+    return Path(tokens[0]).expanduser().resolve()
+
+
+def _digest_payload(value: object) -> str:
+    return _digest_bytes(_canonical_json(value).encode("utf-8"))
+
+
+def _fresh_utc_timestamp(value: Any, label: str, *, max_age_seconds: int) -> str:
+    text = _non_empty_string(value, label)
+    try:
+        parsed = datetime.fromisoformat(text.replace("Z", "+00:00"))
+    except ValueError as exc:
+        raise LiveCodeIntelligenceError(f"{label} must be an ISO-8601 timestamp") from exc
+    if parsed.tzinfo is None:
+        raise LiveCodeIntelligenceError(f"{label} must include a timezone")
+    age = (datetime.now(timezone.utc) - parsed.astimezone(timezone.utc)).total_seconds()
+    if age < -60 or age > max_age_seconds:
+        raise LiveCodeIntelligenceError(f"{label} is outside the live health window")
+    return text
+
+
+def _now() -> str:
+    return time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime())
+
+
+def _require_fresh_machine_health(evidence: Mapping[str, Any]) -> None:
+    """Revalidate the owner health observation at each admission use."""
+
+    health = _mapping(evidence.get("health"), "machine_evidence.health")
+    _fresh_utc_timestamp(
+        health.get("observed_at"),
+        "machine_evidence.health.observed_at",
+        max_age_seconds=MACHINE_HEALTH_MAX_AGE_SECONDS,
+    )
+
+
+def _lsp_launch_environment(
+    runtime_root: Path,
+    interpreter: Path | None,
+) -> dict[str, str]:
+    """Return the fixed environment admitted LSP children may observe.
+
+    LSP commands are selected by an owner-authenticated artifact binding, so
+    caller-controlled environment variables must not be another executable
+    input. In particular, Python path/site hooks and native loader overrides
+    remain absent; any Python path is a fixed runtime-root path covered by the
+    admitted manifest, and the fixed PATH is only for child tools the admitted
+    server itself may intentionally invoke.
+    """
+
+    environment = {
+        "LANG": "C",
+        "LC_ALL": "C",
+        "PATH": os.defpath,
+        "PYTHONNOUSERSITE": "1",
+        "PYTHONDONTWRITEBYTECODE": "1",
+    }
+    if interpreter is not None and _is_python_interpreter(interpreter):
+        # This is a fixed path selected from the manifest-bound runtime root,
+        # not caller input. Python launch adds -S below, so system/user site
+        # packages and sitecustomize hooks cannot become hidden dependencies.
+        environment["PYTHONPATH"] = str(runtime_root)
+    return environment
+
+
+def _file_uri_path(value: Any, label: str) -> Path:
+    """Resolve a file URI to a canonical path without accepting another root."""
+
+    text = _non_empty_string(value, label)
+    parsed = urlsplit(text)
+    if (
+        parsed.scheme.lower() != "file"
+        or parsed.query
+        or parsed.fragment
+        or parsed.netloc not in {"", "localhost"}
+    ):
+        raise LiveCodeIntelligenceError(f"{label} must be a local file URI")
+    decoded = unquote(parsed.path)
+    if not decoded:
+        raise LiveCodeIntelligenceError(f"{label} must identify a source root")
+    if os.name == "nt" and decoded.startswith("/") and len(decoded) > 2 and decoded[2] == ":":
+        decoded = decoded[1:]
+    path = Path(decoded)
+    if not path.is_absolute():
+        raise LiveCodeIntelligenceError(f"{label} must identify an absolute source root")
+    try:
+        return path.resolve()
+    except OSError as exc:
+        raise LiveCodeIntelligenceError(f"{label} source root cannot be resolved") from exc
+
+
+def _contains_symlink(path: Path) -> bool:
+    """Return whether a path or any existing ancestor is a symlink.
+
+    Resolving a caller path before checking it would turn a symlink escape into
+    an apparently ordinary directory. Boundary paths are therefore checked in
+    their lexical form before they are canonicalized.
+    """
+
+    current = Path(os.path.abspath(os.fspath(path.expanduser())))
+    while True:
+        try:
+            if current.is_symlink():
+                return True
+        except OSError:
+            return True
+        parent = current.parent
+        if parent == current:
+            return False
+        current = parent
+
+
+def _contains_surrogate(value: str) -> bool:
+    """Return whether a decoded filesystem string contains surrogate escapes."""
+
+    return any(0xD800 <= ord(character) <= 0xDFFF for character in value)
+
+
+def _write_json_atomic(path: Path, payload: Mapping[str, Any]) -> None:
+    if _contains_symlink(path):
+        raise LiveCodeIntelligenceError(
+            f"refusing to write through symlinked state path: {path}"
+        )
+    path.parent.mkdir(parents=True, exist_ok=True)
+    if _contains_symlink(path):
+        raise LiveCodeIntelligenceError(
+            f"refusing to write through symlinked state directory: {path.parent}"
+        )
+    temporary = path.with_name(
+        f".{path.name}.{os.getpid()}.{threading.get_ident()}.tmp"
+    )
+    flags = os.O_WRONLY | os.O_CREAT | os.O_EXCL
+    if hasattr(os, "O_NOFOLLOW"):
+        flags |= os.O_NOFOLLOW
+    descriptor: int | None = None
+    try:
+        descriptor = os.open(temporary, flags, 0o600)
+        with os.fdopen(descriptor, "w", encoding="utf-8") as handle:
+            descriptor = None
+            json.dump(payload, handle, ensure_ascii=True, sort_keys=True, indent=2)
+            handle.write("\n")
+            handle.flush()
+            os.fsync(handle.fileno())
+        if path.is_symlink():
+            raise LiveCodeIntelligenceError(
+                f"refusing to replace symlinked state path: {path}"
+            )
+        temporary.replace(path)
+    finally:
+        if descriptor is not None:
+            os.close(descriptor)
+        temporary.unlink(missing_ok=True)
+
+
+def _read_json(path: Path) -> dict[str, Any]:
+    if _contains_symlink(path) or not path.is_file():
+        return {}
+    try:
+        payload = json.loads(path.read_text(encoding="utf-8"))
+    except (OSError, UnicodeError, json.JSONDecodeError):
+        return {}
+    return payload if isinstance(payload, dict) else {}
+
+
+def _mapping(value: Any, label: str) -> Mapping[str, Any]:
+    if not isinstance(value, Mapping):
+        raise LiveCodeIntelligenceError(f"{label} must be an object")
+    return value
+
+
+def _exact_keys(value: Mapping[str, Any], expected: set[str], label: str) -> None:
+    actual = set(value)
+    missing = sorted(expected.difference(actual))
+    unexpected = sorted(actual.difference(expected))
+    if missing or unexpected:
+        details = []
+        if missing:
+            details.append(f"missing={','.join(missing)}")
+        if unexpected:
+            details.append(f"unexpected={','.join(unexpected)}")
+        raise LiveCodeIntelligenceError(
+            f"{label} does not match the authored schema ({'; '.join(details)})"
+        )
+
+
+def _non_empty_string(value: Any, label: str) -> str:
+    if not isinstance(value, str) or not value:
+        raise LiveCodeIntelligenceError(f"{label} must be a non-empty string")
+    return value
+
+
+def _positive_integer(value: Any, label: str) -> int:
+    if isinstance(value, bool) or not isinstance(value, int) or value < 1:
+        raise LiveCodeIntelligenceError(f"{label} must be a positive integer")
+    return value
+
+
+def _sha256_reference(value: Any, label: str) -> str:
+    text = _non_empty_string(value, label)
+    if not _is_sha256_reference(text):
+        raise LiveCodeIntelligenceError(f"{label} must be a sha256 reference")
+    return text
+
+
+def _is_sha256_reference(value: Any) -> bool:
+    return (
+        isinstance(value, str)
+        and len(value) == len("sha256:") + 64
+        and value.startswith("sha256:")
+        and all(character in "0123456789abcdef" for character in value[7:])
+    )
+
+
+def _machine_binding_stable_projection(
+    value: Mapping[str, Any],
+) -> dict[str, Any] | None:
+    """Strip capture-time machine posture from a persisted binding identity."""
+
+    if not isinstance(value, Mapping):
+        return None
+    projection = copy.deepcopy(dict(value))
+    for key in _PERSISTED_MACHINE_DYNAMIC_KEYS:
+        projection.pop(key, None)
+    runtime_binding = projection.get("runtime_binding")
+    if isinstance(runtime_binding, Mapping):
+        runtime_binding = copy.deepcopy(dict(runtime_binding))
+        runtime_binding.pop("source_epoch", None)
+        projection["runtime_binding"] = runtime_binding
+    return projection
+
+
+def _string_list(value: Any, label: str, *, required: bool = True) -> list[str]:
+    if not isinstance(value, list) or (required and not value):
+        raise LiveCodeIntelligenceError(f"{label} must be a string array")
+    if any(not isinstance(item, str) or not item for item in value):
+        raise LiveCodeIntelligenceError(f"{label} must contain non-empty strings")
+    return list(value)
+
+
+def _base64_bytes(value: Any, label: str, *, length: int) -> bytes:
+    text = _non_empty_string(value, label)
+    try:
+        decoded = base64.b64decode(text.encode("ascii"), validate=True)
+    except (UnicodeEncodeError, ValueError) as exc:
+        raise LiveCodeIntelligenceError(f"{label} must be valid base64") from exc
+    if len(decoded) != length:
+        raise LiveCodeIntelligenceError(f"{label} must decode to {length} bytes")
+    return decoded
+
+
+def _content_address(value: Any, label: str) -> str:
+    text = _non_empty_string(value, label)
+    if not text.startswith("cas://"):
+        raise LiveCodeIntelligenceError(f"{label} must be a content-addressed reference")
+    digest = _sha256_reference(text.removeprefix("cas://"), label)
+    return f"cas://{digest}"
+
+
+# These are deliberately local verification primitives.  They do not select
+# the machine owner or create a trust root; the public key is read only from
+# the fixed machine-owned trust anchor below.  Keeping verification here
+# avoids turning an optional Python package or a caller-controlled helper into
+# an authority boundary.
+_ED25519_P = (1 << 255) - 19
+_ED25519_Q = (1 << 252) + 27742317777372353535851937790883648493
+_ED25519_D = (-121665 * pow(121666, _ED25519_P - 2, _ED25519_P)) % _ED25519_P
+_ED25519_I = pow(2, (_ED25519_P - 1) // 4, _ED25519_P)
+
+
+def _ed25519_xrecover(y: int) -> int:
+    xx = ((y * y - 1) * pow(_ED25519_D * y * y + 1, _ED25519_P - 2, _ED25519_P)) % _ED25519_P
+    x = pow(xx, (_ED25519_P + 3) // 8, _ED25519_P)
+    if (x * x - xx) % _ED25519_P != 0:
+        x = (x * _ED25519_I) % _ED25519_P
+    if (x * x - xx) % _ED25519_P != 0:
+        raise ValueError("invalid Ed25519 point")
+    if x & 1:
+        x = _ED25519_P - x
+    return x
+
+
+def _ed25519_decode_point(encoded: bytes) -> tuple[int, int]:
+    if len(encoded) != 32:
+        raise ValueError("invalid Ed25519 point length")
+    value = int.from_bytes(encoded, "little")
+    sign = value >> 255
+    y = value & ((1 << 255) - 1)
+    if y >= _ED25519_P:
+        raise ValueError("invalid Ed25519 point y coordinate")
+    x = _ed25519_xrecover(y)
+    if (x & 1) != sign:
+        x = _ED25519_P - x
+    if x == 0 and sign:
+        raise ValueError("invalid Ed25519 point sign")
+    if (y * y - x * x - 1 - _ED25519_D * x * x * y * y) % _ED25519_P:
+        raise ValueError("invalid Ed25519 point")
+    return x, y
+
+
+def _ed25519_add(left: tuple[int, int], right: tuple[int, int]) -> tuple[int, int]:
+    x1, y1 = left
+    x2, y2 = right
+    product = (_ED25519_D * x1 * x2 * y1 * y2) % _ED25519_P
+    x3 = ((x1 * y2 + x2 * y1) * pow(1 + product, _ED25519_P - 2, _ED25519_P)) % _ED25519_P
+    y3 = ((y1 * y2 + x1 * x2) * pow(1 - product, _ED25519_P - 2, _ED25519_P)) % _ED25519_P
+    return x3, y3
+
+
+def _ed25519_scalar_mult(point: tuple[int, int], scalar: int) -> tuple[int, int]:
+    result = (0, 1)
+    addend = point
+    while scalar:
+        if scalar & 1:
+            result = _ed25519_add(result, addend)
+        addend = _ed25519_add(addend, addend)
+        scalar >>= 1
+    return result
+
+
+def _ed25519_base_point() -> tuple[int, int]:
+    y = (4 * pow(5, _ED25519_P - 2, _ED25519_P)) % _ED25519_P
+    return _ed25519_xrecover(y), y
+
+
+def _ed25519_verify(public_key: bytes, signature: bytes, message: bytes) -> bool:
+    if len(public_key) != 32 or len(signature) != 64:
+        return False
+    try:
+        public_point = _ed25519_decode_point(public_key)
+        signature_point = _ed25519_decode_point(signature[:32])
+    except ValueError:
+        return False
+    identity = (0, 1)
+    if (
+        public_point == identity
+        or signature_point == identity
+        or _ed25519_scalar_mult(public_point, _ED25519_Q) != identity
+        or _ed25519_scalar_mult(signature_point, _ED25519_Q) != identity
+    ):
+        return False
+    scalar = int.from_bytes(signature[32:], "little")
+    if scalar >= _ED25519_Q:
+        return False
+    challenge = int.from_bytes(
+        hashlib.sha512(signature[:32] + public_key + message).digest(),
+        "little",
+    ) % _ED25519_Q
+    base = _ed25519_base_point()
+    left = _ed25519_scalar_mult(base, scalar)
+    right = _ed25519_add(
+        signature_point,
+        _ed25519_scalar_mult(public_point, challenge),
+    )
+    return left == right
+
+
+def machine_evidence_digest(value: Mapping[str, Any]) -> str:
+    """Return the integrity digest for an external machine evidence receipt.
+
+    The digest detects a changed receipt payload. It is not an issuer
+    signature, trust grant, admission verdict, or proof result; those remain
+    owned by the machine and review owners.
+    """
+
+    unsigned = dict(value)
+    unsigned.pop("receipt_digest", None)
+    return _digest_payload(unsigned)
+
+
+def machine_evidence_gate_digest(value: Mapping[str, Any]) -> str:
+    """Return the content digest of a registry gate record.
+
+    This is an address for the gate bytes, not an authentication primitive.
+    Authentication is supplied separately by the detached owner signature.
+    """
+
+    unsigned = dict(value)
+    unsigned.pop("gate_digest", None)
+    return _digest_payload(unsigned)
+
+
+def machine_evidence_bundle_digest(value: Mapping[str, Any]) -> str:
+    """Return the content digest of a registry/gate bundle."""
+
+    unsigned = dict(value)
+    unsigned.pop("bundle_digest", None)
+    return _digest_payload(unsigned)
+
+
+def _validate_lifecycle_component(
+    value: Any,
+    label: str,
+    *,
+    allowed_states: set[str],
+) -> dict[str, Any]:
+    component = _mapping(value, label)
+    _exact_keys(component, {"state", "evidence_ref"}, label)
+    state = _non_empty_string(component.get("state"), f"{label}.state")
+    if state not in allowed_states:
+        raise LiveCodeIntelligenceError(f"{label}.state is not a known lifecycle state")
+    _non_empty_string(component.get("evidence_ref"), f"{label}.evidence_ref")
+    return copy.deepcopy(dict(component))
+
+
+def _validate_machine_evidence_payload(
+    value: Any,
+    *,
+    expected_provider: Mapping[str, Any],
+    expected_provider_source_digest: str,
+    expected_config_digest: str,
+) -> dict[str, Any]:
+    """Validate the inner record carried by an owner-authenticated gate.
+
+    Authored config is intentionally not an input to this receipt. The receipt
+    must bind the exact provider source/config identities. This function only
+    checks the record shape and its unkeyed integrity digest. It is never an
+    authority boundary by itself; callers must use
+    ``_validate_machine_evidence_gate_bundle`` before promotion.
+    """
+
+    raw = _mapping(value, "machine_evidence")
+    _exact_keys(
+        raw,
+        {
+            "schema_version",
+            "evidence_class",
+            "issuer",
+            "receipt_id",
+            "observed_at",
+            "subject",
+            "installation",
+            "admission",
+            "health",
+            "verification",
+            "providers",
+            "lsp_sessions",
+            "observations",
+            "lifecycle",
+            "owner_boundaries",
+            "claim_limits",
+            "receipt_digest",
+        },
+        "machine_evidence",
+    )
+    if raw.get("schema_version") != MACHINE_EVIDENCE_SCHEMA:
+        raise LiveCodeIntelligenceError("machine evidence schema mismatch")
+    if raw.get("evidence_class") != MACHINE_EVIDENCE_CLASS:
+        raise LiveCodeIntelligenceError("machine evidence class mismatch")
+    if raw.get("issuer") != "abyss-machine":
+        raise LiveCodeIntelligenceError("machine evidence issuer mismatch")
+    _non_empty_string(raw.get("receipt_id"), "machine_evidence.receipt_id")
+    _non_empty_string(raw.get("observed_at"), "machine_evidence.observed_at")
+
+    subject = _mapping(raw.get("subject"), "machine_evidence.subject")
+    _exact_keys(
+        subject,
+        {
+            "provider",
+            "provider_source_digest",
+            "config_digest",
+            "artifact_digest",
+            "artifact_ref",
+        },
+        "machine_evidence.subject",
+    )
+    subject_provider = _mapping(
+        subject.get("provider"), "machine_evidence.subject.provider"
+    )
+    if dict(subject_provider) != dict(expected_provider):
+        raise LiveCodeIntelligenceError("machine evidence provider identity mismatch")
+    if subject.get("provider_source_digest") != expected_provider_source_digest:
+        raise LiveCodeIntelligenceError("machine evidence source digest mismatch")
+    if subject.get("config_digest") != expected_config_digest:
+        raise LiveCodeIntelligenceError("machine evidence config digest mismatch")
+    artifact_digest = _sha256_reference(
+        subject.get("artifact_digest"), "machine_evidence.subject.artifact_digest"
+    )
+    _non_empty_string(subject.get("artifact_ref"), "machine_evidence.subject.artifact_ref")
+
+    installation = _mapping(raw.get("installation"), "machine_evidence.installation")
+    _exact_keys(
+        installation,
+        {"owner", "state", "identity", "artifact_digest", "evidence_ref"},
+        "machine_evidence.installation",
+    )
+    if installation.get("owner") != "abyss-machine":
+        raise LiveCodeIntelligenceError("machine installation evidence owner mismatch")
+    if installation.get("state") != "verified":
+        raise LiveCodeIntelligenceError("machine installation evidence is not verified")
+    _non_empty_string(installation.get("identity"), "machine_evidence.installation.identity")
+    if installation.get("artifact_digest") != artifact_digest:
+        raise LiveCodeIntelligenceError("machine installation artifact mismatch")
+    _non_empty_string(
+        installation.get("evidence_ref"), "machine_evidence.installation.evidence_ref"
+    )
+
+    admission = _mapping(raw.get("admission"), "machine_evidence.admission")
+    _exact_keys(
+        admission,
+        {"owner", "state", "trust_state", "admission_ref"},
+        "machine_evidence.admission",
+    )
+    if admission.get("owner") != "abyss-machine":
+        raise LiveCodeIntelligenceError("machine admission evidence owner mismatch")
+    if admission.get("state") != "admitted":
+        raise LiveCodeIntelligenceError("machine provider admission is not admitted")
+    if admission.get("trust_state") != "trusted":
+        raise LiveCodeIntelligenceError("machine provider trust is not trusted")
+    _non_empty_string(admission.get("admission_ref"), "machine_evidence.admission.admission_ref")
+
+    health = _mapping(raw.get("health"), "machine_evidence.health")
+    _exact_keys(
+        health,
+        {"owner", "state", "measurement_ref", "observed_at"},
+        "machine_evidence.health",
+    )
+    if health.get("owner") != "abyss-machine":
+        raise LiveCodeIntelligenceError("machine health evidence owner mismatch")
+    if health.get("state") != "healthy":
+        raise LiveCodeIntelligenceError("machine provider health is not healthy")
+    _non_empty_string(health.get("measurement_ref"), "machine_evidence.health.measurement_ref")
+    _fresh_utc_timestamp(
+        health.get("observed_at"),
+        "machine_evidence.health.observed_at",
+        max_age_seconds=MACHINE_HEALTH_MAX_AGE_SECONDS,
+    )
+
+    verification = _mapping(raw.get("verification"), "machine_evidence.verification")
+    _exact_keys(
+        verification,
+        {"owner", "state", "method", "verification_ref"},
+        "machine_evidence.verification",
+    )
+    if verification.get("owner") != "abyss-machine":
+        raise LiveCodeIntelligenceError("machine evidence verification owner mismatch")
+    if verification.get("state") != "verified":
+        raise LiveCodeIntelligenceError("machine evidence is not verified")
+    if verification.get("method") != MACHINE_EVIDENCE_METHOD:
+        raise LiveCodeIntelligenceError("machine evidence verification method mismatch")
+    _non_empty_string(
+        verification.get("verification_ref"),
+        "machine_evidence.verification.verification_ref",
+    )
+
+    owner_boundaries = _mapping(
+        raw.get("owner_boundaries"), "machine_evidence.owner_boundaries"
+    )
+    _exact_keys(
+        owner_boundaries,
+        {key for key, _ in DEFAULT_OWNER_BOUNDARIES},
+        "machine_evidence.owner_boundaries",
+    )
+    if dict(owner_boundaries) != dict(DEFAULT_OWNER_BOUNDARIES):
+        raise LiveCodeIntelligenceError("machine evidence owner boundaries mismatch")
+
+    providers_value = raw.get("providers")
+    if not isinstance(providers_value, list) or not providers_value:
+        raise LiveCodeIntelligenceError("machine_evidence.providers must be non-empty")
+    providers: list[dict[str, Any]] = []
+    provider_by_id: dict[str, dict[str, Any]] = {}
+    for index, item in enumerate(providers_value):
+        label = f"machine_evidence.providers[{index}]"
+        provider = _mapping(item, label)
+        _exact_keys(
+            provider,
+            {"id", "version", "language", "protocol", "observation_state"},
+            label,
+        )
+        provider_id = _non_empty_string(provider.get("id"), f"{label}.id")
+        if provider_id in provider_by_id:
+            raise LiveCodeIntelligenceError("machine evidence provider ids must be unique")
+        _non_empty_string(provider.get("version"), f"{label}.version")
+        language = _non_empty_string(provider.get("language"), f"{label}.language")
+        _non_empty_string(provider.get("protocol"), f"{label}.protocol")
+        if provider.get("observation_state") not in {
+            "observed",
+            "available",
+            "unobserved",
+        }:
+            raise LiveCodeIntelligenceError(f"{label}.observation_state is invalid")
+        normalized = copy.deepcopy(dict(provider))
+        normalized["language"] = language
+        providers.append(normalized)
+        provider_by_id[provider_id] = normalized
+    expected_provider_id = str(expected_provider["id"])
+    primary = provider_by_id.get(expected_provider_id)
+    if primary is None or any(
+        primary.get(key) != expected_provider.get(key)
+        for key in ("id", "version", "language", "protocol")
+    ):
+        raise LiveCodeIntelligenceError("machine evidence omits the configured provider")
+
+    lsp_sessions_value = raw.get("lsp_sessions")
+    if not isinstance(lsp_sessions_value, list):
+        raise LiveCodeIntelligenceError("machine_evidence.lsp_sessions must be an array")
+    lsp_sessions: list[dict[str, Any]] = []
+    for index, item in enumerate(lsp_sessions_value):
+        label = f"machine_evidence.lsp_sessions[{index}]"
+        session = _mapping(item, label)
+        required_session_keys = {
+            "session_id",
+            "provider_id",
+            "language",
+            "state",
+            "transport",
+            "source_epoch",
+            "evidence_ref",
+            "runtime_manifest",
+            "source_manifest",
+        }
+        optional_session_keys = {
+            "source_root",
+            "command_digest",
+            "artifact_digest",
+            "interpreter_digest",
+        }
+        missing_session_keys = sorted(required_session_keys.difference(session))
+        unexpected_session_keys = sorted(
+            set(session).difference(required_session_keys | optional_session_keys)
+        )
+        if missing_session_keys or unexpected_session_keys:
+            details = []
+            if missing_session_keys:
+                details.append(f"missing={','.join(missing_session_keys)}")
+            if unexpected_session_keys:
+                details.append(f"unexpected={','.join(unexpected_session_keys)}")
+            raise LiveCodeIntelligenceError(
+                f"{label} does not match the authored schema ({'; '.join(details)})"
+            )
+        provider_id = _non_empty_string(session.get("provider_id"), f"{label}.provider_id")
+        provider = provider_by_id.get(provider_id)
+        if provider is None or session.get("language") != provider.get("language"):
+            raise LiveCodeIntelligenceError(f"{label} provider/language mismatch")
+        _non_empty_string(session.get("session_id"), f"{label}.session_id")
+        _non_empty_string(session.get("language"), f"{label}.language")
+        if session.get("state") not in {"observed", "unobserved"}:
+            raise LiveCodeIntelligenceError(f"{label}.state is invalid")
+        if session.get("state") == "observed" and "source_root" not in session:
+            raise LiveCodeIntelligenceError(
+                f"{label}.source_root is required for observed LSP sessions"
+            )
+        _non_empty_string(session.get("transport"), f"{label}.transport")
+        _non_empty_string(session.get("source_epoch"), f"{label}.source_epoch")
+        _non_empty_string(session.get("evidence_ref"), f"{label}.evidence_ref")
+        if "source_root" in session:
+            _non_empty_string(session.get("source_root"), f"{label}.source_root")
+        if "command_digest" in session:
+            _sha256_reference(
+                session.get("command_digest"), f"{label}.command_digest"
+            )
+        if "artifact_digest" in session:
+            _sha256_reference(
+                session.get("artifact_digest"), f"{label}.artifact_digest"
+            )
+        if "interpreter_digest" in session:
+            _sha256_reference(
+                session.get("interpreter_digest"), f"{label}.interpreter_digest"
+            )
+        runtime_manifest = _validated_file_manifest(
+            session.get("runtime_manifest"),
+            f"{label}.runtime_manifest",
+            allow_empty=session.get("state") != "observed",
+        )
+        source_manifest = _validated_file_manifest(
+            session.get("source_manifest"),
+            f"{label}.source_manifest",
+            allow_empty=True,
+        )
+        normalized_session = copy.deepcopy(dict(session))
+        normalized_session["runtime_manifest"] = [
+            {"path": path, "digest": digest}
+            for path, digest in runtime_manifest
+        ]
+        normalized_session["source_manifest"] = [
+            {"path": path, "digest": digest}
+            for path, digest in source_manifest
+        ]
+        lsp_sessions.append(normalized_session)
+
+    observations_value = raw.get("observations")
+    if not isinstance(observations_value, list):
+        raise LiveCodeIntelligenceError("machine_evidence.observations must be an array")
+    observations: list[dict[str, Any]] = []
+    for index, item in enumerate(observations_value):
+        label = f"machine_evidence.observations[{index}]"
+        observation = _mapping(item, label)
+        _exact_keys(
+            observation,
+            {
+                "provider_id",
+                "language",
+                "state",
+                "source_epoch",
+                "observation_ref",
+                "semantic_owner",
+            },
+            label,
+        )
+        provider_id = _non_empty_string(observation.get("provider_id"), f"{label}.provider_id")
+        provider = provider_by_id.get(provider_id)
+        if provider is None or observation.get("language") != provider.get("language"):
+            raise LiveCodeIntelligenceError(f"{label} provider/language mismatch")
+        _non_empty_string(observation.get("language"), f"{label}.language")
+        if observation.get("state") not in {"observed", "unobserved"}:
+            raise LiveCodeIntelligenceError(f"{label}.state is invalid")
+        _non_empty_string(observation.get("source_epoch"), f"{label}.source_epoch")
+        _non_empty_string(observation.get("observation_ref"), f"{label}.observation_ref")
+        if observation.get("semantic_owner") != "aoa-kag":
+            raise LiveCodeIntelligenceError(f"{label}.semantic_owner mismatch")
+        observations.append(copy.deepcopy(dict(observation)))
+
+    lifecycle = _mapping(raw.get("lifecycle"), "machine_evidence.lifecycle")
+    _exact_keys(
+        lifecycle,
+        {"state", "restart", "last_good", "canary", "rollback"},
+        "machine_evidence.lifecycle",
+    )
+    if lifecycle.get("state") not in {"ready", "degraded"}:
+        raise LiveCodeIntelligenceError("machine evidence lifecycle state is invalid")
+    lifecycle_components = {
+        key: _validate_lifecycle_component(
+            lifecycle.get(key),
+            f"machine_evidence.lifecycle.{key}",
+            allowed_states={
+                "observed",
+                "available",
+                "passed",
+                "ready",
+                "unobserved",
+                "not-observed",
+            },
+        )
+        for key in ("restart", "last_good", "canary", "rollback")
+    }
+
+    claim_limits = _string_list(raw.get("claim_limits"), "machine_evidence.claim_limits")
+    receipt_digest = _sha256_reference(
+        raw.get("receipt_digest"), "machine_evidence.receipt_digest"
+    )
+    if receipt_digest != machine_evidence_digest(raw):
+        raise LiveCodeIntelligenceError("machine evidence receipt digest mismatch")
+
+    normalized = copy.deepcopy(dict(raw))
+    normalized["subject"] = copy.deepcopy(dict(subject))
+    normalized["installation"] = copy.deepcopy(dict(installation))
+    normalized["admission"] = copy.deepcopy(dict(admission))
+    normalized["health"] = copy.deepcopy(dict(health))
+    normalized["verification"] = copy.deepcopy(dict(verification))
+    normalized["owner_boundaries"] = copy.deepcopy(dict(owner_boundaries))
+    normalized["providers"] = providers
+    normalized["lsp_sessions"] = lsp_sessions
+    normalized["observations"] = observations
+    normalized["lifecycle"] = {
+        "state": lifecycle["state"],
+        **lifecycle_components,
+    }
+    normalized["claim_limits"] = claim_limits
+    return normalized
+
+
+def _machine_gate_trust_anchor() -> tuple[str, str, bytes]:
+    """Read the machine-owned Ed25519 trust anchor.
+
+    The trust anchor is intentionally not configurable by the receipt or the
+    caller. A missing, symlinked, non-root-owned, or writable anchor fails
+    closed. The machine owner provisions this file out of band; this source
+    surface never creates or changes it.
+    """
+
+    path = MACHINE_GATE_TRUST_ANCHOR
+    try:
+        if _contains_symlink(path) or not path.is_file():
+            raise LiveCodeIntelligenceError(
+                "machine owner trust anchor is unavailable"
+            )
+        metadata = path.stat()
+        if (
+            not stat.S_ISREG(metadata.st_mode)
+            or metadata.st_uid != 0
+            or metadata.st_mode & 0o022
+        ):
+            raise LiveCodeIntelligenceError(
+                "machine owner trust anchor is not a private root-owned regular file"
+            )
+        raw_bytes = path.read_bytes()
+    except LiveCodeIntelligenceError:
+        raise
+    except (OSError, UnicodeError) as exc:
+        raise LiveCodeIntelligenceError(
+            "machine owner trust anchor is unavailable"
+        ) from exc
+    try:
+        payload = json.loads(raw_bytes.decode("utf-8"))
+    except (UnicodeError, json.JSONDecodeError) as exc:
+        raise LiveCodeIntelligenceError(
+            "machine owner trust anchor is not valid JSON"
+        ) from exc
+    anchor = _mapping(payload, "machine_gate_trust_anchor")
+    _exact_keys(
+        anchor,
+        {"schema_version", "owner", "key_id", "algorithm", "public_key"},
+        "machine_gate_trust_anchor",
+    )
+    if anchor.get("schema_version") != MACHINE_GATE_PUBLIC_KEY_SCHEMA:
+        raise LiveCodeIntelligenceError("machine owner trust anchor schema mismatch")
+    if anchor.get("owner") != "abyss-machine":
+        raise LiveCodeIntelligenceError("machine owner trust anchor owner mismatch")
+    key_id = _non_empty_string(anchor.get("key_id"), "machine_gate_trust_anchor.key_id")
+    if anchor.get("algorithm") != MACHINE_GATE_ALGORITHM:
+        raise LiveCodeIntelligenceError("machine owner trust anchor algorithm mismatch")
+    public_key = _base64_bytes(
+        anchor.get("public_key"),
+        "machine_gate_trust_anchor.public_key",
+        length=32,
+    )
+    return key_id, _digest_bytes(raw_bytes), public_key
+
+
+def _validate_machine_evidence_gate_bundle(
+    value: Any,
+    *,
+    expected_provider: Mapping[str, Any],
+    expected_provider_source_digest: str,
+    expected_config_digest: str,
+) -> dict[str, Any]:
+    """Authenticate and validate a machine-owned registry/gate bundle.
+
+    A regular JSON receipt is deliberately not enough. The registry record is
+    content-addressed, the gate signs the exact record identity and binding,
+    and that signature is checked against the fixed machine-owned trust
+    anchor. Owner strings, path locations, self-digests, and gate state fields
+    are consistency checks only.
+    """
+
+    bundle = _mapping(value, "machine_evidence")
+    if bundle.get("schema_version") != MACHINE_GATE_SCHEMA:
+        raise LiveCodeIntelligenceError(
+            "machine evidence requires an owner-authenticated registry gate bundle"
+        )
+    _exact_keys(
+        bundle,
+        {"schema_version", "registry", "evidence", "gate", "bundle_digest"},
+        "machine_evidence",
+    )
+    evidence_value = _mapping(bundle.get("evidence"), "machine_evidence.evidence")
+    evidence = _validate_machine_evidence_payload(
+        evidence_value,
+        expected_provider=expected_provider,
+        expected_provider_source_digest=expected_provider_source_digest,
+        expected_config_digest=expected_config_digest,
+    )
+    evidence_digest = _digest_payload(evidence)
+
+    registry = _mapping(bundle.get("registry"), "machine_evidence.registry")
+    _exact_keys(
+        registry,
+        {
+            "schema_version",
+            "owner",
+            "record_ref",
+            "record_digest",
+            "gate_ref",
+            "gate_digest",
+        },
+        "machine_evidence.registry",
+    )
+    if registry.get("schema_version") != MACHINE_REGISTRY_SCHEMA:
+        raise LiveCodeIntelligenceError("machine evidence registry schema mismatch")
+    if registry.get("owner") != "abyss-machine":
+        raise LiveCodeIntelligenceError("machine evidence registry owner mismatch")
+    record_digest = _sha256_reference(
+        registry.get("record_digest"), "machine_evidence.registry.record_digest"
+    )
+    record_ref = _content_address(
+        registry.get("record_ref"), "machine_evidence.registry.record_ref"
+    )
+    if record_digest != evidence_digest or record_ref != f"cas://{record_digest}":
+        raise LiveCodeIntelligenceError(
+            "machine evidence registry record is not content-addressed"
+        )
+
+    gate = _mapping(bundle.get("gate"), "machine_evidence.gate")
+    _exact_keys(
+        gate,
+        {
+            "schema_version",
+            "owner",
+            "state",
+            "algorithm",
+            "verification_method",
+            "key_id",
+            "key_digest",
+            "gate_id",
+            "verification_ref",
+            "subject_digest",
+            "signed_payload",
+            "signature",
+            "gate_digest",
+        },
+        "machine_evidence.gate",
+    )
+    if gate.get("schema_version") != MACHINE_GATE_RECORD_SCHEMA:
+        raise LiveCodeIntelligenceError("machine evidence gate schema mismatch")
+    if gate.get("owner") != "abyss-machine":
+        raise LiveCodeIntelligenceError("machine evidence gate owner mismatch")
+    if gate.get("state") != "authenticated":
+        raise LiveCodeIntelligenceError("machine evidence gate is not authenticated")
+    if gate.get("algorithm") != MACHINE_GATE_ALGORITHM:
+        raise LiveCodeIntelligenceError("machine evidence gate algorithm mismatch")
+    if gate.get("verification_method") != MACHINE_GATE_VERIFICATION_METHOD:
+        raise LiveCodeIntelligenceError(
+            "machine evidence gate verification method mismatch"
+        )
+    key_id = _non_empty_string(gate.get("key_id"), "machine_evidence.gate.key_id")
+    key_digest = _sha256_reference(
+        gate.get("key_digest"), "machine_evidence.gate.key_digest"
+    )
+    gate_id = _non_empty_string(gate.get("gate_id"), "machine_evidence.gate.gate_id")
+    verification_ref = _content_address(
+        gate.get("verification_ref"), "machine_evidence.gate.verification_ref"
+    )
+    subject_digest = _digest_payload(evidence["subject"])
+    if gate.get("subject_digest") != subject_digest:
+        raise LiveCodeIntelligenceError("machine evidence gate subject mismatch")
+    gate_digest = _sha256_reference(
+        gate.get("gate_digest"), "machine_evidence.gate.gate_digest"
+    )
+    if gate_digest != machine_evidence_gate_digest(gate):
+        raise LiveCodeIntelligenceError("machine evidence gate digest mismatch")
+    gate_ref = _content_address(
+        registry.get("gate_ref"), "machine_evidence.registry.gate_ref"
+    )
+    if gate_ref != f"cas://{gate_digest}" or registry.get("gate_digest") != gate_digest:
+        raise LiveCodeIntelligenceError(
+            "machine evidence registry gate is not content-addressed"
+        )
+
+    signed_payload = _mapping(
+        gate.get("signed_payload"), "machine_evidence.gate.signed_payload"
+    )
+    _exact_keys(
+        signed_payload,
+        {
+            "schema_version",
+            "owner",
+            "gate_id",
+            "state",
+            "algorithm",
+            "verification_method",
+            "key_id",
+            "key_digest",
+            "verification_ref",
+            "registry_record_ref",
+            "registry_record_digest",
+            "evidence_digest",
+            "subject_digest",
+            "provider_source_digest",
+            "config_digest",
+            "claim_limits_digest",
+        },
+        "machine_evidence.gate.signed_payload",
+    )
+    expected_signed_payload = {
+        "schema_version": MACHINE_GATE_SIGNED_PAYLOAD_SCHEMA,
+        "owner": "abyss-machine",
+        "gate_id": gate_id,
+        "state": "authenticated",
+        "algorithm": MACHINE_GATE_ALGORITHM,
+        "verification_method": MACHINE_GATE_VERIFICATION_METHOD,
+        "key_id": key_id,
+        "key_digest": key_digest,
+        "verification_ref": verification_ref,
+        "registry_record_ref": record_ref,
+        "registry_record_digest": record_digest,
+        "evidence_digest": evidence_digest,
+        "subject_digest": subject_digest,
+        "provider_source_digest": expected_provider_source_digest,
+        "config_digest": expected_config_digest,
+        "claim_limits_digest": _digest_payload(evidence["claim_limits"]),
+    }
+    if dict(signed_payload) != expected_signed_payload:
+        raise LiveCodeIntelligenceError(
+            "machine evidence gate signed payload does not bind the exact record"
+        )
+    signature = _base64_bytes(
+        gate.get("signature"), "machine_evidence.gate.signature", length=64
+    )
+    bundle_digest = _sha256_reference(
+        bundle.get("bundle_digest"), "machine_evidence.bundle_digest"
+    )
+    if bundle_digest != machine_evidence_bundle_digest(bundle):
+        raise LiveCodeIntelligenceError("machine evidence bundle digest mismatch")
+
+    trusted_key_id, trusted_key_digest, public_key = _machine_gate_trust_anchor()
+    if key_id != trusted_key_id or key_digest != trusted_key_digest:
+        raise LiveCodeIntelligenceError("machine evidence gate trust anchor mismatch")
+    if not _ed25519_verify(
+        public_key,
+        signature,
+        _canonical_json(signed_payload).encode("utf-8"),
+    ):
+        raise LiveCodeIntelligenceError("machine evidence gate signature is invalid")
+    return _AuthenticatedMachineEvidence(
+        evidence,
+        validation_token=_MACHINE_EVIDENCE_VALIDATION_TOKEN,
+    )
+
+
+def _validate_machine_binding_payload(
+    value: Any,
+    *,
+    label: str = "machine_binding",
+) -> dict[str, Any]:
+    """Validate the source-candidate machine contract without trusting claims.
+
+    The runtime intentionally accepts only the authored source-candidate
+    posture.  A machine-owned installation, trust, or admission result must
+    arrive through the machine owner's separate admission route; arbitrary
+    config strings cannot upgrade this source candidate.
+    """
+
+    raw = _mapping(value, label)
+    _exact_keys(
+        raw,
+        {
+            "schema_version",
+            "owner",
+            "installation_identity",
+            "artifact_subject",
+            "resource_envelope",
+            "live_measurement",
+        },
+        label,
+    )
+    if raw.get("schema_version") != MACHINE_BINDING_SCHEMA:
+        raise LiveCodeIntelligenceError(f"{label} schema mismatch")
+    if raw.get("owner") != "abyss-machine":
+        raise LiveCodeIntelligenceError(f"{label} owner mismatch")
+    if raw.get("installation_identity") != MACHINE_INSTALLATION_IDENTITY:
+        raise LiveCodeIntelligenceError(
+            f"{label} installation identity is not the authored source candidate"
+        )
+
+    artifact_subject = _mapping(raw.get("artifact_subject"), f"{label}.artifact_subject")
+    _exact_keys(
+        artifact_subject,
+        {"kind", "source_ref", "trust_state", "admission_state"},
+        f"{label}.artifact_subject",
+    )
+    expected_artifact = {
+        "kind": MACHINE_ARTIFACT_KIND,
+        "source_ref": PROVIDER_ENTRYPOINT,
+        "trust_state": MACHINE_TRUST_STATE,
+        "admission_state": MACHINE_ADMISSION_STATE,
+    }
+    if dict(artifact_subject) != expected_artifact:
+        raise LiveCodeIntelligenceError(
+            f"{label}.artifact_subject is not the authored unadmitted source subject"
+        )
+
+    resource_envelope = _mapping(
+        raw.get("resource_envelope"), f"{label}.resource_envelope"
+    )
+    _exact_keys(
+        resource_envelope,
+        {"max_file_bytes", "max_query_results"},
+        f"{label}.resource_envelope",
+    )
+    _positive_integer(
+        resource_envelope.get("max_file_bytes"),
+        f"{label}.resource_envelope.max_file_bytes",
+    )
+    if resource_envelope.get("max_query_results") != MAX_QUERY_RESULTS:
+        raise LiveCodeIntelligenceError(
+            f"{label}.resource_envelope.max_query_results mismatch"
+        )
+
+    live_measurement = _mapping(
+        raw.get("live_measurement"), f"{label}.live_measurement"
+    )
+    _exact_keys(
+        live_measurement,
+        {"required_for_admission", "state"},
+        f"{label}.live_measurement",
+    )
+    if live_measurement.get("required_for_admission") is not True:
+        raise LiveCodeIntelligenceError(
+            f"{label}.live_measurement must require admission measurement"
+        )
+    if live_measurement.get("state") != MACHINE_LIVE_MEASUREMENT_STATE:
+        raise LiveCodeIntelligenceError(
+            f"{label}.live_measurement must remain unobserved"
+        )
+    return copy.deepcopy(dict(raw))
+
+
+def _validate_config_payload(payload: Mapping[str, Any]) -> None:
+    """Apply the exact fail-closed contract authored by the provider schema.
+
+    This deliberately mirrors the small schema in stdlib code so the
+    executable boundary does not become dependent on an optional validator
+    package.  Constants below correspond to the schema's const constraints;
+    shape and type checks mirror its required/additionalProperties rules.
+    """
+
+    _exact_keys(
+        payload,
+        {
+            "$schema",
+            "schema_version",
+            "provider",
+            "source",
+            "state",
+            "machine_binding",
+            "owner_boundaries",
+        },
+        "provider config",
+    )
+    if payload.get("$schema") != CONFIG_SCHEMA_REF:
+        raise LiveCodeIntelligenceError("provider config schema reference mismatch")
+    if payload.get("schema_version") != CONFIG_SCHEMA:
+        raise LiveCodeIntelligenceError("live provider config schema mismatch")
+
+    provider = _mapping(payload.get("provider"), "provider")
+    _exact_keys(
+        provider,
+        {
+            "id",
+            "version",
+            "language",
+            "mode",
+            "observation_schema",
+            "boundary_schema",
+            "executable",
+            "entrypoint",
+            "protocol",
+            "operations",
+        },
+        "provider",
+    )
+    expected_provider = {
+        "id": PROVIDER_ID,
+        "language": PROVIDER_LANGUAGE,
+        "mode": PROVIDER_MODE,
+        "observation_schema": OBSERVATION_SCHEMA,
+        "boundary_schema": PROVIDER_BOUNDARY_SCHEMA,
+        "executable": PROVIDER_EXECUTABLE,
+        "entrypoint": PROVIDER_ENTRYPOINT,
+        "protocol": PROVIDER_PROTOCOL,
+        "operations": list(PROVIDER_OPERATIONS),
+    }
+    for key, expected in expected_provider.items():
+        if provider.get(key) != expected:
+            raise LiveCodeIntelligenceError(f"provider.{key} identity mismatch")
+    _non_empty_string(provider.get("version"), "provider.version")
+    if provider.get("version") != PROVIDER_VERSION:
+        raise LiveCodeIntelligenceError("provider.version identity mismatch")
+
+    source = _mapping(payload.get("source"), "source")
+    _exact_keys(source, {"include_suffixes", "exclude_dirs", "max_file_bytes"}, "source")
+    include_suffixes = source.get("include_suffixes")
+    if not isinstance(include_suffixes, list) or not include_suffixes:
+        raise LiveCodeIntelligenceError("source.include_suffixes must be a non-empty array")
+    if any(
+        not isinstance(item, str) or not item.startswith(".")
+        for item in include_suffixes
+    ):
+        raise LiveCodeIntelligenceError("source.include_suffixes contains an invalid suffix")
+    exclude_dirs = source.get("exclude_dirs")
+    if not isinstance(exclude_dirs, list) or any(
+        not isinstance(item, str) or not item for item in exclude_dirs
+    ):
+        raise LiveCodeIntelligenceError("source.exclude_dirs contains an invalid directory")
+    _positive_integer(source.get("max_file_bytes"), "source.max_file_bytes")
+    if source.get("max_file_bytes") != AUTHORED_MAX_FILE_BYTES:
+        raise LiveCodeIntelligenceError(
+            "source.max_file_bytes must match the authored machine resource envelope"
+        )
+
+    state = _mapping(payload.get("state"), "state")
+    _exact_keys(state, {"relative_root", "promotion", "fallback"}, "state")
+    relative_root = _non_empty_string(state.get("relative_root"), "state.relative_root")
+    relative_path = Path(relative_root)
+    if relative_path.is_absolute() or any(
+        part in {"", ".", ".."} for part in relative_path.parts
+    ) or "\\" in relative_root:
+        raise LiveCodeIntelligenceError("state.relative_root must be a safe relative path")
+    if state.get("promotion") != DEFAULT_STATE_PROMOTION:
+        raise LiveCodeIntelligenceError("state.promotion identity mismatch")
+    if state.get("fallback") != DEFAULT_STATE_FALLBACK:
+        raise LiveCodeIntelligenceError("state.fallback identity mismatch")
+
+    _validate_machine_binding_payload(payload.get("machine_binding"))
+
+    owner_boundaries = _mapping(payload.get("owner_boundaries"), "owner_boundaries")
+    _exact_keys(
+        owner_boundaries,
+        {key for key, _ in DEFAULT_OWNER_BOUNDARIES},
+        "owner_boundaries",
+    )
+    expected_boundaries = dict(DEFAULT_OWNER_BOUNDARIES)
+    if dict(owner_boundaries) != expected_boundaries:
+        raise LiveCodeIntelligenceError("owner_boundaries identity mismatch")
+
+
+def _safe_relative(path: Path, root: Path, label: str) -> str:
+    try:
+        resolved = path.expanduser().resolve()
+        relative = resolved.relative_to(root)
+    except ValueError as exc:
+        raise LiveCodeIntelligenceError(f"{label} escapes source root") from exc
+    if not relative.parts:
+        raise LiveCodeIntelligenceError(f"{label} must name a file")
+    return relative.as_posix()
+
+
+def _location(node: ast.AST) -> dict[str, int]:
+    return {
+        "start_line": int(getattr(node, "lineno", 1)),
+        "start_column": int(getattr(node, "col_offset", 0)),
+        "end_line": int(getattr(node, "end_lineno", getattr(node, "lineno", 1))),
+        "end_column": int(
+            getattr(node, "end_col_offset", getattr(node, "col_offset", 0))
+        ),
+    }
+
+
+def _anchor(path: str, location: Mapping[str, int]) -> str:
+    return (
+        f"{path}#L{location['start_line']}:{location['start_column']}"
+        f"-L{location['end_line']}:{location['end_column']}"
+    )
+
+
+def _anchor_is_well_formed(value: Any, path: str) -> bool:
+    """Check a persisted AST anchor without treating it as semantic identity."""
+
+    if not isinstance(value, str):
+        return False
+    prefix = f"{path}#L"
+    if not value.startswith(prefix):
+        return False
+    coordinates = value[len(prefix) :]
+    try:
+        start, end = coordinates.split("-L", 1)
+        start_line, start_column = start.split(":", 1)
+        end_line, end_column = end.split(":", 1)
+    except ValueError:
+        return False
+
+    def decimal(text: str) -> bool:
+        return bool(text) and all(character in "0123456789" for character in text)
+
+    if not all(
+        decimal(item)
+        for item in (start_line, start_column, end_line, end_column)
+    ):
+        return False
+    return int(start_line) >= 1 and int(end_line) >= 1
+
+
+def _expression_name(node: ast.AST) -> str | None:
+    if isinstance(node, ast.Name):
+        return node.id
+    if isinstance(node, ast.Attribute):
+        parent = _expression_name(node.value)
+        return f"{parent}.{node.attr}" if parent else node.attr
+    return None
+
+
+def _module_name(path: str) -> str:
+    stem = path.replace("\\", "/")
+    if stem.startswith("src/"):
+        stem = stem.removeprefix("src/")
+    for suffix in (".py", ".pyi"):
+        if stem.endswith(suffix):
+            stem = stem[: -len(suffix)]
+            break
+    parts = [part for part in stem.split("/") if part]
+    if parts and parts[-1] == "__init__":
+        parts.pop()
+    return ".".join(parts) or "__root__"
+
+
+def _module_name_variants(
+    path: str,
+    known_paths: Collection[str] | None = None,
+) -> set[str]:
+    """Return stable module identities for common and discovered import roots.
+
+    Source-relative paths are retained as one identity for backwards
+    compatibility.  A package marker or a conventional import-root directory
+    additionally yields the identity that a Python import statement uses when
+    the working tree is mounted with that directory on ``sys.path``.
+    """
+
+    normalized = path.replace("\\", "/")
+    stem = normalized
+    for suffix in (".py", ".pyi"):
+        if stem.endswith(suffix):
+            stem = stem[: -len(suffix)]
+            break
+    parts = [part for part in stem.split("/") if part]
+    if not parts:
+        return {"__root__"}
+    is_package_init = parts[-1] == "__init__"
+    module_parts = parts[:-1] if is_package_init else parts
+    if not module_parts:
+        return {"__root__"}
+    known = {
+        item.replace("\\", "/").lstrip("./")
+        for item in (known_paths or ())
+        if isinstance(item, str)
+    }
+    variants = {_module_name(path)}
+    # A conventional root is an explicit, source-local convention and does
+    # not need an __init__.py marker (e.g. src/pkg/mod.py).
+    for index, part in enumerate(module_parts[:-1] if not is_package_init else module_parts):
+        if part not in _KNOWN_PYTHON_IMPORT_ROOTS:
+            continue
+        stripped = module_parts[index + 1 :]
+        if stripped:
+            variants.add(".".join(stripped))
+
+    # Otherwise discover a package root from the source manifest.  Probe the
+    # complete source-relative marker path before deriving the import-root
+    # suffix.  Starting the probe at index 1 loses a monorepo prefix such as
+    # ``workspace/vendor/pkg/__init__.py`` and leaves consumers of ``pkg`` in
+    # the reused set after ``pkg/provider.py`` changes.
+    marker_directory_end = len(parts) - 1 if not is_package_init else len(parts)
+    for marker_end in range(1, marker_directory_end + 1):
+        marker = "/".join(parts[:marker_end] + ["__init__.py"])
+        if marker not in known:
+            continue
+        # For an initializer, ``marker_end`` includes the directory containing
+        # the matched marker while ``module_parts`` does not include the
+        # ``__init__`` component.  Starting one component before that marker
+        # therefore yields the package suffix (``pkg`` for
+        # ``workspace/vendor/pkg/__init__.py``), rather than leaking the
+        # unrelated monorepo prefix (``vendor.pkg``).
+        package_start = marker_end - 1
+        candidate = module_parts[package_start:]
+        if candidate:
+            variants.add(".".join(candidate))
+    return {variant for variant in variants if variant}
+
+
+def _symbol_id(
+    path: str,
+    kind: str,
+    qualified_name: str,
+    definition: str | None = None,
+) -> str:
+    identity = f"{PROVIDER_ID}:{path}:{kind}:{qualified_name}:{definition or ''}".encode("utf-8")
+    return f"symbol:python:{hashlib.sha256(identity).hexdigest()}"
+
+
+def _unresolved_id(name: str) -> str:
+    return f"unresolved:python-name:{name}"
+
+
+class _PythonObservationVisitor(ast.NodeVisitor):
+    def __init__(self, path: str) -> None:
+        self.path = path
+        self.scope_names: list[str] = []
+        self.scope_ids: list[str] = []
+        self.symbols: list[dict[str, Any]] = []
+        self.occurrences: list[dict[str, Any]] = []
+        self.relations: list[dict[str, Any]] = []
+        module_name = _module_name(path)
+        module_id = _symbol_id(path, "module", module_name)
+        self.symbols.append(
+            {
+                "id": module_id,
+                "handle": f"python://{path}#{module_name}",
+                "name": module_name,
+                "qualified_name": module_name,
+                "kind": "module",
+                "identity_scope": "path-qualified",
+                "lineage": {
+                    "status": "unresolved",
+                    "reason": "bootstrap provider does not infer rename or move continuity",
+                    "confidence": "none",
+                },
+            }
+        )
+        self.scope_ids.append(module_id)
+
+    @property
+    def current_id(self) -> str:
+        return self.scope_ids[-1]
+
+    @property
+    def current_qualified_name(self) -> str:
+        return ".".join(self.scope_names) or _module_name(self.path)
+
+    def _relation(
+        self,
+        relation_kind: str,
+        target: str,
+        node: ast.AST,
+        *,
+        confidence: str,
+        target_id: str | None = None,
+    ) -> None:
+        location = _location(node)
+        relation_id = _digest_payload(
+            {
+                "kind": relation_kind,
+                "source": self.current_id,
+                "target": target,
+                "anchor": _anchor(self.path, location),
+            }
+        )
+        self.relations.append(
+            {
+                "id": f"relation:python:{relation_id.removeprefix('sha256:')}",
+                "relation_kind": relation_kind,
+                "from_id": self.current_id,
+                "to_id": target_id or _unresolved_id(target),
+                "target": target,
+                "occurrence": _anchor(self.path, location),
+                "confidence": confidence,
+                "provenance": "python-ast",
+            }
+        )
+
+    def _definition(self, node: ast.AST, name: str, kind: str) -> str:
+        qualified_name = ".".join((*self.scope_names, name))
+        location = _location(node)
+        definition = _anchor(self.path, location)
+        symbol_id = _symbol_id(self.path, kind, qualified_name, definition)
+        self.symbols.append(
+            {
+                "id": symbol_id,
+                "handle": f"python://{self.path}#{qualified_name}@{definition.split('#', 1)[1]}",
+                "name": name,
+                "qualified_name": qualified_name,
+                "kind": kind,
+                "identity_scope": "path-qualified",
+                "lineage": {
+                    "status": "unresolved",
+                    "reason": "bootstrap provider does not infer rename or move continuity",
+                    "confidence": "none",
+                },
+                "definition": definition,
+            }
+        )
+        self.occurrences.append(
+            {
+                "kind": "definition",
+                "name": name,
+                "symbol_id": symbol_id,
+                "scope_id": self.current_id,
+                "location": _anchor(self.path, location),
+                "confidence": "high",
+            }
+        )
+        self._relation(
+            "contains",
+            qualified_name,
+            node,
+            confidence="high",
+            target_id=symbol_id,
+        )
+        return symbol_id
+
+    def _visit_definition_expressions(self, node: ast.AST) -> None:
+        for decorator in getattr(node, "decorator_list", ()):
+            self.visit(decorator)
+        for type_parameter in getattr(node, "type_params", ()):
+            self.visit(type_parameter)
+        if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)):
+            arguments = node.args
+            for argument in (*arguments.posonlyargs, *arguments.args, *arguments.kwonlyargs):
+                if argument.annotation is not None:
+                    self.visit(argument.annotation)
+            if arguments.vararg is not None and arguments.vararg.annotation is not None:
+                self.visit(arguments.vararg.annotation)
+            if arguments.kwarg is not None and arguments.kwarg.annotation is not None:
+                self.visit(arguments.kwarg.annotation)
+            for default in (*arguments.defaults, *arguments.kw_defaults):
+                if default is not None:
+                    self.visit(default)
+            if node.returns is not None:
+                self.visit(node.returns)
+        elif isinstance(node, ast.ClassDef):
+            for base in node.bases:
+                self.visit(base)
+            for keyword in node.keywords:
+                self.visit(keyword.value)
+
+    def _visit_definition(self, node: ast.AST, name: str, kind: str) -> None:
+        self._visit_definition_expressions(node)
+        symbol_id = self._definition(node, name, kind)
+        self.scope_names.append(name)
+        self.scope_ids.append(symbol_id)
+        for statement in node.body:  # type: ignore[attr-defined]
+            self.visit(statement)
+        self.scope_ids.pop()
+        self.scope_names.pop()
+
+    def visit_ClassDef(self, node: ast.ClassDef) -> None:
+        self._visit_definition(node, node.name, "class")
+
+    def visit_FunctionDef(self, node: ast.FunctionDef) -> None:
+        self._visit_definition(node, node.name, "function")
+
+    def visit_AsyncFunctionDef(self, node: ast.AsyncFunctionDef) -> None:
+        self._visit_definition(node, node.name, "function")
+
+    def visit_Import(self, node: ast.Import) -> None:
+        for alias in node.names:
+            imported = alias.name
+            self.occurrences.append(
+                {
+                    "kind": "import",
+                    "name": imported,
+                    "scope_id": self.current_id,
+                    "location": _anchor(self.path, _location(node)),
+                    "confidence": "high",
+                }
+            )
+            self._relation("imports", imported, alias, confidence="high")
+        self.generic_visit(node)
+
+    def visit_ImportFrom(self, node: ast.ImportFrom) -> None:
+        module = "." * int(node.level) + (node.module or "")
+        for alias in node.names:
+            if node.module:
+                imported = f"{module}.{alias.name}"
+            else:
+                # ``from . import name`` has no module component. Avoid
+                # manufacturing an extra leading dot, which would break
+                # dependency invalidation for package-level imports.
+                imported = f"{'.' * int(node.level)}{alias.name}"
+            self.occurrences.append(
+                {
+                    "kind": "import",
+                    "name": imported,
+                    "scope_id": self.current_id,
+                    "location": _anchor(self.path, _location(node)),
+                    "confidence": "high",
+                }
+            )
+            self._relation("imports", imported, alias, confidence="high")
+        self.generic_visit(node)
+
+    def visit_Call(self, node: ast.Call) -> None:
+        target = _expression_name(node.func)
+        if target:
+            self._relation("calls", target, node.func, confidence="medium")
+        self.generic_visit(node)
+
+    def visit_Name(self, node: ast.Name) -> None:
+        context = node.ctx.__class__.__name__.lower()
+        role = "read" if isinstance(node.ctx, ast.Load) else "write"
+        self.occurrences.append(
+            {
+                "kind": "reference",
+                "name": node.id,
+                "role": role,
+                "scope_id": self.current_id,
+                "location": _anchor(self.path, _location(node)),
+                "confidence": "medium" if role == "read" else "high",
+                "context": context,
+            }
+        )
+        self.generic_visit(node)
+
+    def visit_Attribute(self, node: ast.Attribute) -> None:
+        context = node.ctx.__class__.__name__.lower()
+        role = "read" if isinstance(node.ctx, ast.Load) else "write"
+        self.occurrences.append(
+            {
+                "kind": "reference",
+                "name": node.attr,
+                "role": role,
+                "scope_id": self.current_id,
+                "location": _anchor(self.path, _location(node)),
+                "confidence": "medium" if role == "read" else "high",
+                "context": context,
+            }
+        )
+        self.visit(node.value)
+
+
+def _parse_file(path: str, content: bytes) -> dict[str, Any]:
+    digest = _digest_bytes(content)
+    base: dict[str, Any] = {
+        "path": path,
+        "content_digest": digest,
+        "size_bytes": len(content),
+    }
+    try:
+        tree = ast.parse(content, filename=path)
+    except (MemoryError, RecursionError, SystemError) as exc:
+        return {
+            **base,
+            "observation": None,
+            "diagnostics": [
+                {
+                    "code": "python_parse_resource_error",
+                    "severity": "error",
+                    "message": type(exc).__name__,
+                }
+            ],
+        }
+    except (SyntaxError, UnicodeDecodeError, ValueError, TypeError) as exc:
+        message = str(exc).splitlines()[0][:240] or exc.__class__.__name__
+        return {
+            **base,
+            "observation": None,
+            "diagnostics": [
+                {
+                    "code": "python_parse_error",
+                    "severity": "error",
+                    "message": message,
+                }
+            ],
+        }
+    visitor = _PythonObservationVisitor(path)
+    try:
+        visitor.visit(tree)
+    except (MemoryError, RecursionError, SystemError) as exc:
+        return {
+            **base,
+            "observation": None,
+            "diagnostics": [
+                {
+                    "code": "python_ast_traversal_error",
+                    "severity": "error",
+                    "message": type(exc).__name__,
+                }
+            ],
+        }
+    return {
+        **base,
+        "observation": {
+            "schema_version": OBSERVATION_SCHEMA,
+            "state": "live",
+            "provider": {
+                "id": PROVIDER_ID,
+                "version": PROVIDER_VERSION,
+                "language": PROVIDER_LANGUAGE,
+            },
+            "source": {
+                "path": path,
+                "content_digest": digest,
+                "epoch_binding": "state.source.source_epoch",
+            },
+            "symbols": sorted(visitor.symbols, key=lambda item: item["id"]),
+            "occurrences": sorted(
+                visitor.occurrences,
+                key=lambda item: (item["location"], item["kind"], item["name"]),
+            ),
+            "relations": sorted(visitor.relations, key=lambda item: item["id"]),
+            "provenance": {
+                "source_kind": "working_tree",
+                "semantic_owner": "aoa-kag",
+                "runtime_owner": "abyss-stack",
+            },
+        },
+        "diagnostics": [],
+    }
+
+
+def _file_map(value: Any) -> dict[str, dict[str, Any]]:
+    if isinstance(value, Mapping):
+        result = {}
+        for key, item in value.items():
+            if isinstance(item, Mapping):
+                result[str(key)] = dict(item)
+        return result
+    if isinstance(value, list):
+        result = {}
+        for item in value:
+            if isinstance(item, Mapping) and isinstance(item.get("path"), str):
+                result[item["path"]] = dict(item)
+        return result
+    return {}
+
+
+def _state_files(state: Mapping[str, Any]) -> dict[str, dict[str, Any]]:
+    return _file_map(state.get("files"))
+
+
+@dataclass(frozen=True)
+class LiveCodeIntelligenceConfig:
+    source_root: Path
+    state_root: Path
+    provider_id: str = PROVIDER_ID
+    provider_version: str = PROVIDER_VERSION
+    provider_executable: str = "python3"
+    provider_entrypoint: str = PROVIDER_ENTRYPOINT
+    provider_protocol: str = PROVIDER_PROTOCOL
+    provider_operations: tuple[str, ...] = PROVIDER_OPERATIONS
+    include_suffixes: tuple[str, ...] = (".py",)
+    exclude_dirs: tuple[str, ...] = DEFAULT_EXCLUDE_DIRS
+    max_file_bytes: int = AUTHORED_MAX_FILE_BYTES
+    state_relative_root: str = DEFAULT_STATE_RELATIVE_ROOT
+    state_promotion: str = DEFAULT_STATE_PROMOTION
+    state_fallback: str = DEFAULT_STATE_FALLBACK
+    machine_binding: Mapping[str, Any] = field(
+        default_factory=lambda: copy.deepcopy(DEFAULT_MACHINE_BINDING)
+    )
+    owner_boundaries: tuple[tuple[str, str], ...] = DEFAULT_OWNER_BOUNDARIES
+    machine_evidence: Mapping[str, Any] | None = None
+    # Launch snapshots are process-local materialization, not provider state.
+    # The owner must bind them to an explicit machine scratch route; keeping
+    # this out of config_identity means a storage routing choice cannot alter
+    # the admitted provider/config digest.
+    launch_scratch_root: Path | None = None
+    # Historical trust is an owner-boundary input, not mutable provider state.
+    # The machine owner may provision a private root and an out-of-band key;
+    # absent either input, historical fallback remains unavailable across
+    # processes rather than trusting state_root files.
+    historical_trust_root: Path | None = DEFAULT_HISTORICAL_TRUST_ROOT
+    historical_trust_key_path: Path | None = DEFAULT_HISTORICAL_TRUST_KEY_PATH
+
+    def __post_init__(self) -> None:
+        source_input = Path(self.source_root).expanduser()
+        state_input = Path(self.state_root).expanduser()
+        if _contains_symlink(source_input):
+            raise LiveCodeIntelligenceError("source root must not contain symlinks")
+        if _contains_symlink(state_input):
+            raise LiveCodeIntelligenceError("state root must not contain symlinks")
+        source_root = source_input.resolve()
+        state_root = state_input.resolve()
+        object.__setattr__(self, "source_root", source_root)
+        object.__setattr__(self, "state_root", state_root)
+        if self.launch_scratch_root is not None:
+            scratch_input = Path(self.launch_scratch_root).expanduser()
+            if not scratch_input.is_absolute():
+                raise LiveCodeIntelligenceError(
+                    "LSP launch scratch root must be an absolute path"
+                )
+            if _contains_symlink(scratch_input):
+                raise LiveCodeIntelligenceError(
+                    "LSP launch scratch root must not contain symlinks"
+                )
+            object.__setattr__(self, "launch_scratch_root", scratch_input.resolve())
+        if (self.historical_trust_root is None) != (
+            self.historical_trust_key_path is None
+        ):
+            raise LiveCodeIntelligenceError(
+                "historical trust root and owner key must be supplied together"
+            )
+        if self.historical_trust_root is not None:
+            trust_root_input = Path(self.historical_trust_root).expanduser()
+            key_input = Path(self.historical_trust_key_path).expanduser()
+            for path, label in (
+                (trust_root_input, "historical trust root"),
+                (key_input, "historical trust key path"),
+            ):
+                if not path.is_absolute():
+                    raise LiveCodeIntelligenceError(
+                        f"{label} must be an absolute path"
+                    )
+                if _contains_symlink(path):
+                    raise LiveCodeIntelligenceError(
+                        f"{label} must not contain symlinks"
+                    )
+            trust_root = trust_root_input.resolve()
+            key_path = key_input.resolve()
+            for path, label in (
+                (trust_root, "historical trust root"),
+                (key_path, "historical trust key path"),
+            ):
+                try:
+                    path.relative_to(source_root)
+                except ValueError:
+                    pass
+                else:
+                    raise LiveCodeIntelligenceError(
+                        f"{label} must remain outside the source root"
+                    )
+                try:
+                    path.relative_to(state_root)
+                except ValueError:
+                    pass
+                else:
+                    raise LiveCodeIntelligenceError(
+                        f"{label} must remain outside the mutable state root"
+                    )
+            if key_path == trust_root or trust_root in key_path.parents:
+                raise LiveCodeIntelligenceError(
+                    "historical trust key must remain outside the trust record root"
+                )
+            object.__setattr__(self, "historical_trust_root", trust_root)
+            object.__setattr__(self, "historical_trust_key_path", key_path)
+        if not source_root.is_dir():
+            raise LiveCodeIntelligenceError(
+                f"source root does not exist: {source_root}"
+            )
+        try:
+            state_root.relative_to(source_root)
+        except ValueError:
+            pass
+        else:
+            raise LiveCodeIntelligenceError(
+                "state root must be outside the source root"
+            )
+        if not self.provider_id or not self.provider_version:
+            raise LiveCodeIntelligenceError("provider identity is required")
+        if self.provider_id != PROVIDER_ID:
+            raise LiveCodeIntelligenceError("provider id identity mismatch")
+        if self.provider_version != PROVIDER_VERSION:
+            raise LiveCodeIntelligenceError("provider version identity mismatch")
+        if self.provider_executable != PROVIDER_EXECUTABLE:
+            raise LiveCodeIntelligenceError("provider executable identity mismatch")
+        if self.provider_entrypoint != PROVIDER_ENTRYPOINT:
+            raise LiveCodeIntelligenceError("provider entrypoint identity mismatch")
+        if self.provider_protocol != PROVIDER_PROTOCOL:
+            raise LiveCodeIntelligenceError("provider protocol identity mismatch")
+        if not self.provider_executable or not self.provider_protocol:
+            raise LiveCodeIntelligenceError("provider executable and protocol are required")
+        if (
+            not self.provider_entrypoint
+            or Path(self.provider_entrypoint).is_absolute()
+            or any(part in {"", ".", ".."} for part in Path(self.provider_entrypoint).parts)
+        ):
+            raise LiveCodeIntelligenceError(
+                "provider entrypoint must be a non-empty safe relative path"
+            )
+        try:
+            operations = tuple(self.provider_operations)
+            include_suffixes = tuple(self.include_suffixes)
+            exclude_dirs = tuple(self.exclude_dirs)
+        except (TypeError, ValueError) as exc:
+            raise LiveCodeIntelligenceError(
+                "provider operations, suffixes, and excluded directories must be arrays"
+            ) from exc
+        if operations != PROVIDER_OPERATIONS:
+            raise LiveCodeIntelligenceError("provider operations are required")
+        object.__setattr__(self, "provider_operations", operations)
+        object.__setattr__(self, "include_suffixes", include_suffixes)
+        object.__setattr__(self, "exclude_dirs", exclude_dirs)
+        if include_suffixes != (".py",):
+            raise LiveCodeIntelligenceError(
+                "the Python bootstrap provider requires the .py source suffix"
+            )
+        if any(
+            not isinstance(suffix, str) or not suffix.startswith(".")
+            for suffix in include_suffixes
+        ):
+            raise LiveCodeIntelligenceError("include_suffixes must contain extensions")
+        _positive_integer(self.max_file_bytes, "max_file_bytes")
+        if self.max_file_bytes > AUTHORED_MAX_FILE_BYTES:
+            raise LiveCodeIntelligenceError(
+                "max_file_bytes exceeds the authored machine resource envelope"
+            )
+        if any(
+            not isinstance(directory, str) or not directory
+            for directory in exclude_dirs
+        ):
+            raise LiveCodeIntelligenceError("exclude_dirs must contain names")
+        if (
+            not isinstance(self.state_relative_root, str)
+            or not self.state_relative_root.strip()
+            or Path(self.state_relative_root).is_absolute()
+            or any(part in {"", ".", ".."} for part in Path(self.state_relative_root).parts)
+            or "\\" in self.state_relative_root
+        ):
+            raise LiveCodeIntelligenceError(
+                "state_relative_root must be a non-empty relative path"
+            )
+        if self.state_promotion != DEFAULT_STATE_PROMOTION:
+            raise LiveCodeIntelligenceError("state promotion identity mismatch")
+        if self.state_fallback != DEFAULT_STATE_FALLBACK:
+            raise LiveCodeIntelligenceError("state fallback identity mismatch")
+        machine_binding = _validate_machine_binding_payload(self.machine_binding)
+        if (
+            machine_binding["resource_envelope"]["max_file_bytes"]
+            != self.max_file_bytes
+        ):
+            raise LiveCodeIntelligenceError(
+                "source max_file_bytes must match the machine resource envelope"
+            )
+        object.__setattr__(self, "machine_binding", machine_binding)
+        raw_boundaries = self.owner_boundaries
+        if isinstance(raw_boundaries, Mapping):
+            boundary_items = tuple(raw_boundaries.items())
+        else:
+            boundary_items = raw_boundaries
+        normalized_boundaries: list[tuple[str, str]] = []
+        try:
+            for key, value in boundary_items:
+                key_text = str(key)
+                value_text = str(value)
+                if not key_text or not value_text:
+                    raise LiveCodeIntelligenceError(
+                        "owner boundary keys and values are required"
+                    )
+                normalized_boundaries.append((key_text, value_text))
+        except (TypeError, ValueError) as exc:
+            raise LiveCodeIntelligenceError(
+                "owner_boundaries must contain key/value pairs"
+            ) from exc
+        if not normalized_boundaries:
+            raise LiveCodeIntelligenceError("owner_boundaries are required")
+        if dict(normalized_boundaries) != dict(DEFAULT_OWNER_BOUNDARIES):
+            raise LiveCodeIntelligenceError("owner_boundaries identity mismatch")
+        object.__setattr__(
+            self,
+            "owner_boundaries",
+            tuple(sorted(normalized_boundaries)),
+        )
+        if self.machine_evidence is not None:
+            raise LiveCodeIntelligenceError(
+                "machine evidence may only enter through the owner-authenticated gate"
+            )
+
+    @classmethod
+    def from_file(
+        cls,
+        config_path: str | Path,
+        *,
+        source_root: str | Path,
+        state_root: str | Path,
+        machine_evidence_path: str | Path | None = None,
+        launch_scratch_root: str | Path | None = None,
+        historical_trust_root: str | Path | None = DEFAULT_HISTORICAL_TRUST_ROOT,
+        historical_trust_key_path: str | Path | None = DEFAULT_HISTORICAL_TRUST_KEY_PATH,
+    ) -> "LiveCodeIntelligenceConfig":
+        config_input = Path(config_path).expanduser()
+        if _contains_symlink(config_input):
+            raise LiveCodeIntelligenceError(
+                "provider config path must not contain symlinks"
+            )
+        payload = _read_json(config_input)
+        _validate_config_payload(payload)
+        provider = _mapping(payload.get("provider"), "provider")
+        source = _mapping(payload.get("source"), "source")
+        state = _mapping(payload.get("state") or {}, "state")
+        owner_boundaries = _mapping(
+            payload.get("owner_boundaries") or {}, "owner_boundaries"
+        )
+        suffixes = tuple(source["include_suffixes"])
+        excluded = tuple(source["exclude_dirs"])
+        config = cls(
+            source_root=Path(source_root),
+            state_root=Path(state_root),
+            provider_id=provider["id"],
+            provider_version=provider["version"],
+            provider_executable=provider["executable"],
+            provider_entrypoint=provider["entrypoint"],
+            provider_protocol=provider["protocol"],
+            provider_operations=tuple(provider["operations"]),
+            include_suffixes=suffixes,
+            exclude_dirs=excluded,
+            max_file_bytes=source["max_file_bytes"],
+            state_relative_root=state["relative_root"],
+            state_promotion=state["promotion"],
+            state_fallback=state["fallback"],
+            machine_binding=payload["machine_binding"],
+            owner_boundaries=tuple(owner_boundaries.items()),
+            launch_scratch_root=launch_scratch_root,
+            historical_trust_root=historical_trust_root,
+            historical_trust_key_path=historical_trust_key_path,
+        )
+        if machine_evidence_path is None:
+            return config
+        supplied_evidence_path = Path(machine_evidence_path).expanduser()
+        if _contains_symlink(supplied_evidence_path):
+            raise LiveCodeIntelligenceError(
+                "machine evidence path must not contain symlinks"
+            )
+        evidence_path = supplied_evidence_path.resolve()
+        if not evidence_path.is_file():
+            raise LiveCodeIntelligenceError(
+                "machine evidence path must be a real regular file"
+            )
+        try:
+            evidence_path.relative_to(config.source_root)
+        except ValueError:
+            pass
+        else:
+            raise LiveCodeIntelligenceError(
+                "machine evidence must be supplied outside the source root"
+            )
+        evidence = _validate_machine_evidence_gate_bundle(
+            _read_json(evidence_path),
+            expected_provider=config.provider_identity,
+            expected_provider_source_digest=config.provider_source_digest,
+            expected_config_digest=config.config_digest,
+        )
+        if not isinstance(evidence, _AuthenticatedMachineEvidence):
+            evidence = _AuthenticatedMachineEvidence(
+                evidence,
+                validation_token=_MACHINE_EVIDENCE_VALIDATION_TOKEN,
+            )
+        # The value has passed the detached signature and content-addressed
+        # registry checks above.  Install it only after the ordinary config
+        # constructor has rejected every direct caller-supplied mapping.
+        object.__setattr__(config, "machine_evidence", evidence)
+        return config
+
+    @property
+    def provider_identity(self) -> dict[str, Any]:
+        return {
+            "id": self.provider_id,
+            "version": self.provider_version,
+            "language": PROVIDER_LANGUAGE,
+            "mode": PROVIDER_MODE,
+            "observation_schema": OBSERVATION_SCHEMA,
+            "boundary_schema": PROVIDER_BOUNDARY_SCHEMA,
+            "executable": self.provider_executable,
+            "entrypoint": self.provider_entrypoint,
+            "protocol": self.provider_protocol,
+            "operations": list(self.provider_operations),
+        }
+
+    @property
+    def provider_source_digest(self) -> str:
+        try:
+            return _digest_bytes(Path(__file__).resolve().read_bytes())
+        except (OSError, UnicodeError):
+            return "unavailable"
+
+    @property
+    def machine_binding_identity(self) -> dict[str, Any]:
+        return _validate_machine_binding_payload(self.machine_binding)
+
+    @property
+    def config_identity(self) -> dict[str, Any]:
+        return {
+            "schema_version": CONFIG_SCHEMA,
+            "provider": self.provider_identity,
+            "provider_source_digest": self.provider_source_digest,
+            "source": {
+                "include_suffixes": list(self.include_suffixes),
+                "exclude_dirs": list(self.exclude_dirs),
+                "max_file_bytes": self.max_file_bytes,
+            },
+            "state": {
+                "relative_root": self.state_relative_root,
+                "promotion": self.state_promotion,
+                "fallback": self.state_fallback,
+            },
+            "machine_binding": self.machine_binding_identity,
+            "owner_boundaries": dict(self.owner_boundaries),
+        }
+
+    @property
+    def config_digest(self) -> str:
+        return _digest_payload(self.config_identity)
+
+
+@dataclass(frozen=True)
+class _ProviderWorkItem:
+    """One source file handed to the local provider worker."""
+
+    path: str
+    metadata: Mapping[str, Any]
+
+
+class _ProviderWorkQueue:
+    """A bounded, deterministic queue for one refresh pass.
+
+    The queue is deliberately local to the stack-owned runtime. It does not
+    launch a process, activate an installed provider, or turn queue delivery
+    into machine admission evidence. Refresh holds the state lock while the
+    queue is drained, so candidate/current/last-good promotion remains one
+    serialized transition.
+    """
+
+    def __init__(self, *, capacity: int = PROVIDER_QUEUE_CAPACITY) -> None:
+        if capacity < 1:
+            raise ValueError("provider work queue capacity must be positive")
+        self.capacity = capacity
+        self._items: deque[_ProviderWorkItem] = deque()
+
+    def enqueue(self, item: _ProviderWorkItem) -> None:
+        if len(self._items) >= self.capacity:
+            raise LiveCodeIntelligenceError(
+                "provider work queue capacity exceeded"
+            )
+        self._items.append(item)
+
+    def dequeue(self) -> _ProviderWorkItem:
+        try:
+            return self._items.popleft()
+        except IndexError as exc:
+            raise LiveCodeIntelligenceError(
+                "provider work queue is empty"
+            ) from exc
+
+    def clear(self) -> None:
+        """Discard queued work after a bounded provider result is reached."""
+
+        self._items.clear()
+
+    def __bool__(self) -> bool:
+        return bool(self._items)
+
+    def __len__(self) -> int:
+        return len(self._items)
+
+
+@dataclass(frozen=True)
+class _LspLaunchBinding:
+    """The immutable launch inputs handed to one LSP child."""
+
+    command: tuple[str, ...]
+    pass_fds: tuple[int, ...]
+    runtime_root: Path
+    snapshot_root: Path
+
+
+class _BoundedQueryRows:
+    """Retain only the deterministic prefix needed by one bounded query."""
+
+    def __init__(self, limit: int) -> None:
+        if limit < 1:
+            raise ValueError("query result limit must be positive")
+        self.limit = limit
+        self.total_results = 0
+        self._entries: list[tuple[tuple[str, ...], dict[str, Any]]] = []
+
+    def add(self, row: dict[str, Any], key: tuple[str, ...]) -> None:
+        """Count one match while retaining only the smallest sorted prefix."""
+
+        self.total_results += 1
+        entry = (key, row)
+        if len(self._entries) < self.limit:
+            self._entries.append(entry)
+            return
+        worst_index = max(
+            range(len(self._entries)),
+            key=lambda index: self._entries[index][0],
+        )
+        if key < self._entries[worst_index][0]:
+            self._entries[worst_index] = entry
+
+    @property
+    def rows(self) -> list[dict[str, Any]]:
+        """Return the retained rows in the same order as the old full sort."""
+
+        return [
+            row
+            for _, row in sorted(self._entries, key=lambda entry: entry[0])
+        ]
+
+
+class ManagedLspSession:
+    """One admitted, bounded stdio LSP session with observable restart state.
+
+    The stack owns the process lifecycle, but may start only an executable
+    already identified by an abyss-machine admission result. JSON-RPC payloads
+    remain provider output; they do not become KAG meaning or proof here.
+    """
+
+    def __init__(
+        self,
+        command: Sequence[str],
+        *,
+        provider_id: str,
+        language: str,
+        source_epoch: str,
+        admission_config: LiveCodeIntelligenceConfig,
+        runtime_root: Path = Path("/srv/abyss-machine/runtimes/code-intelligence"),
+        launch_scratch_root: Path | None = None,
+        request_timeout: float = 10.0,
+        max_message_bytes: int = 8 * 1024 * 1024,
+    ) -> None:
+        if not command:
+            raise LiveCodeIntelligenceError("LSP command must not be empty")
+        executable = Path(command[0]).expanduser().resolve()
+        runtime_root_input = Path(runtime_root).expanduser()
+        if _contains_symlink(runtime_root_input):
+            raise LiveCodeIntelligenceError(
+                "LSP runtime root must not contain symlinks"
+            )
+        root = runtime_root_input.resolve()
+        try:
+            executable.relative_to(root)
+        except ValueError as exc:
+            raise LiveCodeIntelligenceError(
+                "LSP executable must remain inside the admitted machine runtime root"
+            ) from exc
+        if not executable.is_file() or not os.access(executable, os.X_OK):
+            raise LiveCodeIntelligenceError("LSP executable is not runnable")
+        configured_scratch_root = (
+            launch_scratch_root
+            if launch_scratch_root is not None
+            else admission_config.launch_scratch_root
+        )
+        scratch_root: Path | None = None
+        if configured_scratch_root is not None:
+            scratch_input = Path(configured_scratch_root).expanduser()
+            if not scratch_input.is_absolute():
+                raise LiveCodeIntelligenceError(
+                    "LSP launch scratch root must be an absolute path"
+                )
+            if _contains_symlink(scratch_input):
+                raise LiveCodeIntelligenceError(
+                    "LSP launch scratch root must not contain symlinks"
+                )
+            scratch_root = scratch_input.resolve()
+            try:
+                scratch_root.relative_to(root)
+            except ValueError:
+                pass
+            else:
+                raise LiveCodeIntelligenceError(
+                    "LSP launch scratch root must remain outside the admitted runtime root"
+                )
+            try:
+                scratch_root.relative_to(admission_config.source_root)
+            except ValueError:
+                pass
+            else:
+                raise LiveCodeIntelligenceError(
+                    "LSP launch scratch root must remain outside the admitted source root"
+                )
+        provider_id = _non_empty_string(provider_id, "provider_id")
+        language = _non_empty_string(language, "language")
+        source_epoch = _non_empty_string(source_epoch, "source_epoch")
+        evidence = admission_config.machine_evidence
+        if not isinstance(evidence, _AuthenticatedMachineEvidence):
+            raise LiveCodeIntelligenceError(
+                "LSP session requires evidence returned by the owner-authenticated machine gate"
+            )
+        try:
+            _require_fresh_machine_health(evidence)
+        except LiveCodeIntelligenceError as exc:
+            raise LiveCodeIntelligenceError(
+                "LSP session requires fresh machine health evidence"
+            ) from exc
+        admission = _mapping(evidence.get("admission"), "machine_evidence.admission")
+        providers = evidence.get("providers")
+        sessions = evidence.get("lsp_sessions")
+        provider_bound = isinstance(providers, list) and any(
+            isinstance(item, Mapping)
+            and item.get("id") == provider_id
+            and item.get("language") == language
+            and item.get("protocol") == "lsp"
+            and item.get("observation_state") in {"available", "observed"}
+            for item in providers
+        )
+        bound_session = (
+            next(
+                (
+                    item
+                    for item in sessions
+                    if isinstance(item, Mapping)
+                    and item.get("provider_id") == provider_id
+                    and item.get("language") == language
+                    and item.get("source_epoch") == source_epoch
+                    and item.get("state") == "observed"
+                    and item.get("transport") == "stdio"
+                    and item.get("source_root") == str(admission_config.source_root)
+                ),
+                None,
+            )
+            if isinstance(sessions, list)
+            else None
+        )
+        if (
+            admission.get("owner") != "abyss-machine"
+            or admission.get("state") != "admitted"
+            or admission.get("trust_state") != "trusted"
+            or not isinstance(admission.get("admission_ref"), str)
+            or not admission.get("admission_ref")
+            or not provider_bound
+            or bound_session is None
+        ):
+            raise LiveCodeIntelligenceError(
+                "LSP session is not bound to an admitted provider and source epoch"
+            )
+        runtime_manifest = _validated_file_manifest(
+            bound_session.get("runtime_manifest"),
+            "machine_evidence.lsp_sessions.runtime_manifest",
+            allow_empty=True,
+        )
+        if not runtime_manifest:
+            raise LiveCodeIntelligenceError(
+                "LSP session requires an admitted runtime dependency manifest"
+            )
+        source_manifest = _validated_file_manifest(
+            bound_session.get("source_manifest"),
+            "machine_evidence.lsp_sessions.source_manifest",
+            allow_empty=True,
+        )
+        if _directory_file_manifest(root, "LSP runtime dependency root") != runtime_manifest:
+            raise LiveCodeIntelligenceError(
+                "LSP runtime dependency manifest does not match the admitted root"
+            )
+        self.command = (str(executable), *(str(item) for item in command[1:]))
+        command_digest = _digest_payload(list(self.command))
+        admitted_command_digest = (
+            bound_session.get("command_digest") if bound_session is not None else None
+        )
+        if admitted_command_digest is None:
+            if len(self.command) > 1:
+                raise LiveCodeIntelligenceError(
+                    "LSP command arguments require an admitted command digest"
+                )
+        elif admitted_command_digest != command_digest:
+            raise LiveCodeIntelligenceError(
+                "LSP command does not match admitted machine evidence"
+            )
+        interpreter = _shebang_interpreter(executable)
+        admitted_interpreter_digest = (
+            bound_session.get("interpreter_digest") if bound_session is not None else None
+        )
+        interpreter_digest: str | None = None
+        if interpreter is not None:
+            if admitted_interpreter_digest is None:
+                raise LiveCodeIntelligenceError(
+                    "LSP script requires an admitted interpreter digest"
+                )
+            interpreter_digest = _sha256_reference(
+                admitted_interpreter_digest,
+                "machine_evidence.lsp_sessions.interpreter_digest",
+            )
+        self.provider_id = provider_id
+        self.language = language
+        self.source_epoch = source_epoch
+        self.admission_ref = str(admission["admission_ref"])
+        subject = _mapping(evidence.get("subject"), "machine_evidence.subject")
+        subject_provider = _mapping(
+            subject.get("provider"), "machine_evidence.subject.provider"
+        )
+        session_artifact_digest = bound_session.get("artifact_digest")
+        if session_artifact_digest is None:
+            if subject_provider.get("id") != provider_id:
+                raise LiveCodeIntelligenceError(
+                    "LSP session lacks an admitted artifact digest for its provider"
+                )
+            session_artifact_digest = subject.get("artifact_digest")
+            session_artifact_label = "machine_evidence.subject.artifact_digest"
+        else:
+            session_artifact_label = "machine_evidence.lsp_sessions.artifact_digest"
+        self.admitted_artifact_digest = _sha256_reference(
+            session_artifact_digest,
+            session_artifact_label,
+        )
+        self.executable_digest = _digest_bytes(executable.read_bytes())
+        if self.executable_digest != self.admitted_artifact_digest:
+            raise LiveCodeIntelligenceError(
+                "LSP executable does not match the admitted artifact"
+            )
+        if interpreter is not None:
+            actual_interpreter_digest = _digest_bytes(interpreter.read_bytes())
+            if actual_interpreter_digest != interpreter_digest:
+                raise LiveCodeIntelligenceError(
+                    "LSP script interpreter does not match admitted machine evidence"
+                )
+        self._admission_config = admission_config
+        self._machine_evidence = evidence
+        self.source_root = admission_config.source_root
+        self._working_directory = root
+        self._runtime_manifest = runtime_manifest
+        self._source_manifest = dict(source_manifest)
+        self._interpreter_path = interpreter
+        self._interpreter_digest = interpreter_digest
+        self.request_timeout = max(0.1, float(request_timeout))
+        self.max_message_bytes = max(1024, int(max_message_bytes))
+        self._process: subprocess.Popen[bytes] | None = None
+        self._reader: threading.Thread | None = None
+        self._responses: queue.Queue[dict[str, Any]] = queue.Queue(
+            maxsize=PROVIDER_QUEUE_CAPACITY
+        )
+        self._pending: dict[int, queue.Queue[dict[str, Any]]] = {}
+        self._pending_lock = threading.Lock()
+        self._write_lock = threading.Lock()
+        self._request_id = 0
+        self._generation = 0
+        self._restart_count = 0
+        self._started_at: str | None = None
+        self._last_good_at: str | None = None
+        self._client_capabilities: dict[str, Any] = {}
+        self._last_error: str | None = None
+        self._closing = False
+        self._lifecycle_lock = threading.RLock()
+        self._launch_snapshot_root: Path | None = None
+        self._launch_scratch_root = scratch_root
+
+    def _bound_machine_session(
+        self, evidence: Mapping[str, Any]
+    ) -> Mapping[str, Any] | None:
+        sessions = evidence.get("lsp_sessions")
+        if not isinstance(sessions, list):
+            return None
+        return next(
+            (
+                item
+                for item in sessions
+                if isinstance(item, Mapping)
+                and item.get("provider_id") == self.provider_id
+                and item.get("language") == self.language
+                and item.get("source_epoch") == self.source_epoch
+                and item.get("state") == "observed"
+                and item.get("transport") == "stdio"
+                and item.get("source_root") == str(self.source_root)
+            ),
+            None,
+        )
+
+    def _bound_artifact_digest(
+        self,
+        evidence: Mapping[str, Any],
+        bound_session: Mapping[str, Any],
+    ) -> str:
+        subject = _mapping(evidence.get("subject"), "machine_evidence.subject")
+        session_artifact_digest = bound_session.get("artifact_digest")
+        if session_artifact_digest is None:
+            subject_provider = _mapping(
+                subject.get("provider"), "machine_evidence.subject.provider"
+            )
+            if subject_provider.get("id") != self.provider_id:
+                raise LiveCodeIntelligenceError(
+                    "LSP session lacks an admitted artifact digest for its provider"
+                )
+            session_artifact_digest = subject.get("artifact_digest")
+            label = "machine_evidence.subject.artifact_digest"
+        else:
+            label = "machine_evidence.lsp_sessions.artifact_digest"
+        return _sha256_reference(session_artifact_digest, label)
+
+    def _send(self, payload: Mapping[str, Any]) -> None:
+        process = self._process
+        if process is None or process.stdin is None or process.poll() is not None:
+            raise LiveCodeIntelligenceError("LSP session is not running")
+        body = _canonical_json(payload).encode("utf-8")
+        if len(body) > self.max_message_bytes:
+            raise LiveCodeIntelligenceError("LSP request exceeds the bounded message size")
+        frame = f"Content-Length: {len(body)}\r\n\r\n".encode("ascii") + body
+        with self._write_lock:
+            try:
+                process.stdin.write(frame)
+                process.stdin.flush()
+            except OSError as exc:
+                self._last_error = str(exc)
+                raise LiveCodeIntelligenceError("unable to write to LSP session") from exc
+
+    def _validate_request_uri(self, value: Any, label: str) -> None:
+        path = _file_uri_path(value, label)
+        try:
+            path.relative_to(self.source_root)
+        except ValueError as exc:
+            raise LiveCodeIntelligenceError(
+                "LSP request URI must remain inside the admitted source root"
+            ) from exc
+        if path != self.source_root and path.exists() and path.is_dir():
+            raise LiveCodeIntelligenceError(
+                "LSP request URI must identify a file inside the admitted source root"
+            )
+
+    def _validate_request_params(self, params: Mapping[str, Any]) -> None:
+        """Validate every URI-bearing value before an arbitrary request leaves."""
+
+        if not isinstance(params, Mapping):
+            raise LiveCodeIntelligenceError("LSP request params must be an object")
+        uri_keys = {
+            "uri",
+            "rootUri",
+            "scopeUri",
+            "targetUri",
+            "oldUri",
+            "newUri",
+            "documentUri",
+        }
+
+        def visit(value: Any) -> None:
+            if isinstance(value, str):
+                if value.lower().startswith("file:"):
+                    self._validate_request_uri(value, "LSP request URI")
+            elif isinstance(value, Mapping):
+                for key, nested in value.items():
+                    if key in uri_keys:
+                        self._validate_request_uri(nested, f"LSP request {key}")
+                    visit(nested)
+            elif isinstance(value, (list, tuple)):
+                for nested in value:
+                    visit(nested)
+
+        visit(params)
+
+    def _read_message(self) -> dict[str, Any] | None:
+        process = self._process
+        if process is None or process.stdout is None:
+            return None
+        headers: dict[str, str] = {}
+        header_bytes = 0
+        header_lines = 0
+        max_header_line_bytes = min(
+            LSP_MAX_HEADER_LINE_BYTES,
+            self.max_message_bytes,
+        )
+        max_header_bytes = min(LSP_MAX_HEADER_BYTES, self.max_message_bytes)
+        while True:
+            line = process.stdout.readline(max_header_line_bytes + 1)
+            if not line:
+                return None
+            header_lines += 1
+            header_bytes += len(line)
+            if (
+                len(line) > max_header_line_bytes
+                or header_lines > LSP_MAX_HEADER_LINES
+                or header_bytes > max_header_bytes
+                or not line.endswith(b"\n")
+            ):
+                raise LiveCodeIntelligenceError(
+                    "LSP response headers exceed the bounded header size"
+                )
+            if line in {b"\r\n", b"\n"}:
+                break
+            try:
+                name, value = line.decode("ascii").split(":", 1)
+            except (UnicodeDecodeError, ValueError) as exc:
+                raise LiveCodeIntelligenceError("invalid LSP response header") from exc
+            headers[name.strip().lower()] = value.strip()
+        try:
+            length = int(headers["content-length"])
+        except (KeyError, ValueError) as exc:
+            raise LiveCodeIntelligenceError("LSP response lacks Content-Length") from exc
+        if length < 0 or length > self.max_message_bytes:
+            raise LiveCodeIntelligenceError("LSP response exceeds the bounded message size")
+        body = process.stdout.read(length)
+        if len(body) != length:
+            return None
+        payload = json.loads(body.decode("utf-8"))
+        if not isinstance(payload, dict):
+            raise LiveCodeIntelligenceError("LSP response must be a JSON object")
+        return payload
+
+    def _reader_loop(self) -> None:
+        try:
+            while True:
+                process = self._process
+                if process is None:
+                    break
+                if process.poll() is not None:
+                    if not self._closing:
+                        self._fail_pending("LSP child exited unexpectedly")
+                    break
+                payload = self._read_message()
+                if payload is None:
+                    if not self._closing:
+                        self._fail_pending("LSP reader reached EOF")
+                    break
+                response_id = payload.get("id")
+                if (
+                    isinstance(response_id, int)
+                    and not isinstance(response_id, bool)
+                    and payload.get("jsonrpc") == "2.0"
+                    and "method" not in payload
+                    and ("result" in payload or "error" in payload)
+                ):
+                    with self._pending_lock:
+                        destination = self._pending.get(response_id)
+                    if destination is not None:
+                        destination.put(payload)
+                        continue
+                if (
+                    isinstance(response_id, (int, str))
+                    and not isinstance(response_id, bool)
+                    and isinstance(payload.get("method"), str)
+                ):
+                    self._send(
+                        {
+                            "jsonrpc": "2.0",
+                            "id": response_id,
+                            "error": {
+                                "code": -32601,
+                                "message": "server-to-client requests are unsupported",
+                            },
+                        }
+                    )
+                    continue
+                try:
+                    self._responses.put_nowait(payload)
+                except queue.Full:
+                    try:
+                        self._responses.get_nowait()
+                    except queue.Empty:
+                        pass
+                    self._responses.put_nowait(payload)
+        except Exception as exc:  # bounded into observable session state
+            self._fail_pending(f"{type(exc).__name__}: {exc}")
+
+    def _fail_pending(self, message: str) -> None:
+        self._last_error = message
+        with self._pending_lock:
+            destinations = list(self._pending.values())
+        failure = {
+            "jsonrpc": "2.0",
+            "error": {"code": -32000, "message": message},
+        }
+        for destination in destinations:
+            try:
+                destination.put_nowait(failure)
+            except queue.Full:
+                pass
+
+    @staticmethod
+    def _copy_verified_file(
+        source: Path,
+        destination: Path,
+        *,
+        expected_digest: str,
+        label: str,
+    ) -> None:
+        """Copy one admitted file while hashing the bytes actually copied."""
+
+        source_descriptor, metadata = _open_regular_descriptor(source, label)
+        destination_descriptor: int | None = None
+        try:
+            flags = os.O_WRONLY | os.O_CREAT | os.O_EXCL
+            if hasattr(os, "O_NOFOLLOW"):
+                flags |= os.O_NOFOLLOW
+            destination_descriptor = os.open(destination, flags, 0o600)
+            digest = hashlib.sha256()
+            offset = 0
+            while True:
+                chunk = _read_descriptor(
+                    source_descriptor,
+                    SOURCE_READ_CHUNK_BYTES,
+                    offset,
+                )
+                if not chunk:
+                    break
+                digest.update(chunk)
+                written = 0
+                while written < len(chunk):
+                    written += os.write(destination_descriptor, chunk[written:])
+                offset += len(chunk)
+            actual_digest = f"sha256:{digest.hexdigest()}"
+            if actual_digest != expected_digest:
+                raise LiveCodeIntelligenceError(
+                    f"{label} changed while preparing the exact launch snapshot"
+                )
+            # Preserve read/execute permission while making the private
+            # snapshot immutable to ordinary writers.
+            os.fchmod(destination_descriptor, metadata.st_mode & 0o555)
+        except LiveCodeIntelligenceError:
+            raise
+        except OSError as exc:
+            raise LiveCodeIntelligenceError(
+                f"unable to copy {label} into the exact launch snapshot"
+            ) from exc
+        finally:
+            if destination_descriptor is not None:
+                os.close(destination_descriptor)
+            os.close(source_descriptor)
+
+    def _materialize_runtime_snapshot(self) -> Path:
+        """Create a private, read-only runtime dependency tree for one launch."""
+
+        try:
+            scratch_root = self._launch_scratch_root
+            if scratch_root is None:
+                raise LiveCodeIntelligenceError(
+                    "LSP launch scratch root is required for installed LSP sessions"
+                )
+            # This root is supplied by the machine owner (for example the
+            # machine-bound /srv/abyss-machine/tmp/code-intelligence route),
+            # never inferred from provider state or Python's default /tmp.
+            if _contains_symlink(scratch_root):
+                raise LiveCodeIntelligenceError(
+                    "LSP launch snapshot root must not contain symlinks"
+                )
+            scratch_root.mkdir(parents=True, exist_ok=True)
+            if _contains_symlink(scratch_root):
+                raise LiveCodeIntelligenceError(
+                    "LSP launch snapshot root must not contain symlinks"
+                )
+            if not scratch_root.is_dir() or scratch_root.is_symlink():
+                raise LiveCodeIntelligenceError(
+                    "LSP launch snapshot root must be a real directory"
+                )
+            scratch_root.chmod(0o700)
+            snapshot_root = Path(
+                tempfile.mkdtemp(
+                    prefix="abyss-lsp-runtime-",
+                    dir=str(scratch_root),
+                )
+            )
+        except OSError as exc:
+            raise LiveCodeIntelligenceError(
+                "unable to create an exact LSP runtime snapshot"
+            ) from exc
+        try:
+            for relative, digest in self._runtime_manifest:
+                destination = snapshot_root / Path(relative)
+                destination.parent.mkdir(parents=True, exist_ok=True)
+                self._copy_verified_file(
+                    self._working_directory / Path(relative),
+                    destination,
+                    expected_digest=digest,
+                    label=f"LSP runtime dependency {relative}",
+                )
+            # A replacement/addition during the copy must fail closed. Once
+            # this check succeeds, later changes to the admitted root cannot
+            # affect the private tree used by the child.
+            if _directory_file_manifest(
+                self._working_directory,
+                "LSP runtime dependency root",
+            ) != self._runtime_manifest:
+                raise LiveCodeIntelligenceError(
+                    "LSP runtime dependency manifest changed while preparing the exact launch snapshot"
+                )
+            return snapshot_root
+        except Exception:
+            self._remove_snapshot_path(snapshot_root)
+            raise
+
+    @staticmethod
+    def _can_use_immutable_launch_fds() -> bool:
+        return bool(
+            os.name == "posix"
+            and hasattr(os, "memfd_create")
+            and hasattr(os, "MFD_CLOEXEC")
+            and hasattr(os, "MFD_ALLOW_SEALING")
+            and fcntl is not None
+            and hasattr(fcntl, "F_ADD_SEALS")
+            and all(
+                hasattr(fcntl, name)
+                for name in (
+                    "F_SEAL_WRITE",
+                    "F_SEAL_SHRINK",
+                    "F_SEAL_GROW",
+                    "F_SEAL_SEAL",
+                )
+            )
+            and Path("/proc/self/fd").is_dir()
+        )
+
+    @staticmethod
+    def _immutable_launch_fd(
+        path: Path,
+        *,
+        expected_digest: str,
+        label: str,
+    ) -> int:
+        """Snapshot one admitted executable into a sealed Linux memfd."""
+
+        source_descriptor, metadata = _open_regular_descriptor(path, label)
+        launch_descriptor: int | None = None
+        keep_descriptor = False
+        try:
+            launch_descriptor = os.memfd_create(
+                "abyss-lsp-launch",
+                os.MFD_CLOEXEC | os.MFD_ALLOW_SEALING,
+            )
+            digest = hashlib.sha256()
+            offset = 0
+            while True:
+                chunk = _read_descriptor(
+                    source_descriptor,
+                    SOURCE_READ_CHUNK_BYTES,
+                    offset,
+                )
+                if not chunk:
+                    break
+                digest.update(chunk)
+                written = 0
+                while written < len(chunk):
+                    written += os.write(launch_descriptor, chunk[written:])
+                offset += len(chunk)
+            actual_digest = f"sha256:{digest.hexdigest()}"
+            if actual_digest != expected_digest:
+                raise LiveCodeIntelligenceError(
+                    f"{label} changed before exact launch"
+                )
+            os.fchmod(launch_descriptor, metadata.st_mode & 0o777)
+            seals = (
+                fcntl.F_SEAL_WRITE
+                | fcntl.F_SEAL_SHRINK
+                | fcntl.F_SEAL_GROW
+                | fcntl.F_SEAL_SEAL
+            )
+            fcntl.fcntl(launch_descriptor, fcntl.F_ADD_SEALS, seals)
+            os.lseek(launch_descriptor, 0, os.SEEK_SET)
+            keep_descriptor = True
+            return launch_descriptor
+        except LiveCodeIntelligenceError:
+            raise
+        except OSError as exc:
+            raise LiveCodeIntelligenceError(
+                f"unable to create an immutable exact launch image for {label}"
+            ) from exc
+        finally:
+            os.close(source_descriptor)
+            if launch_descriptor is not None and not keep_descriptor:
+                os.close(launch_descriptor)
+
+    @staticmethod
+    def _launch_namespace_binary() -> str:
+        """Return the verified machine-owned namespace launcher."""
+
+        if os.name != "posix":
+            raise LiveCodeIntelligenceError(
+                "LSP runtime snapshot requires a read-only launch namespace"
+            )
+        try:
+            descriptor, metadata = _open_regular_descriptor(
+                MACHINE_BUBBLEWRAP_PATH,
+                "machine-owned bubblewrap",
+            )
+        except LiveCodeIntelligenceError as exc:
+            raise LiveCodeIntelligenceError(
+                "LSP runtime snapshot requires the fixed machine-owned bubblewrap binary"
+            ) from exc
+        try:
+            if metadata.st_uid != 0 or metadata.st_mode & 0o022:
+                raise LiveCodeIntelligenceError(
+                    "machine-owned bubblewrap must be root-owned and not writable"
+                )
+            if not metadata.st_mode & 0o111:
+                raise LiveCodeIntelligenceError(
+                    "machine-owned bubblewrap must be executable"
+                )
+        finally:
+            os.close(descriptor)
+        return str(MACHINE_BUBBLEWRAP_PATH)
+
+    @staticmethod
+    def _snapshot_namespace_directories(
+        snapshot_root: Path,
+        runtime_fds: tuple[tuple[int, str], ...],
+        source_root: Path,
+        source_fds: tuple[tuple[int, str], ...],
+    ) -> tuple[Path, ...]:
+        """Return directories needed before binding sealed launch files."""
+
+        directories: set[Path] = set()
+        for target in (snapshot_root, source_root):
+            current = target
+            while current != Path("/"):
+                directories.add(current)
+                current = current.parent
+        for root, bindings in ((snapshot_root, runtime_fds), (source_root, source_fds)):
+            for _, relative in bindings:
+                current = (root / Path(relative)).parent
+                while current != Path("/"):
+                    directories.add(current)
+                    current = current.parent
+        return tuple(sorted(directories, key=lambda path: len(path.parts)))
+
+    def _immutable_runtime_fds(
+        self,
+    ) -> tuple[tuple[int, str], ...]:
+        """Seal every manifest file before the child namespace is created."""
+
+        bindings: list[tuple[int, str]] = []
+        try:
+            for relative, digest in self._runtime_manifest:
+                descriptor = self._immutable_launch_fd(
+                    self._working_directory / Path(relative),
+                    expected_digest=digest,
+                    label=f"LSP runtime dependency {relative}",
+                )
+                bindings.append((descriptor, relative))
+            # The sealed descriptors make the bytes stable even if the source
+            # root changes after this point.  Rechecking the complete manifest
+            # also rejects an unadmitted addition or deletion during sealing.
+            if _directory_file_manifest(
+                self._working_directory,
+                "LSP runtime dependency root",
+            ) != self._runtime_manifest:
+                raise LiveCodeIntelligenceError(
+                    "LSP runtime dependency manifest changed while sealing the exact launch snapshot"
+                )
+            return tuple(bindings)
+        except Exception:
+            for descriptor, _ in bindings:
+                try:
+                    os.close(descriptor)
+                except OSError:
+                    pass
+            raise
+
+    def _immutable_source_fds(
+        self,
+    ) -> tuple[tuple[int, str], ...]:
+        """Seal every admitted source file before the child namespace exists."""
+
+        expected_manifest = tuple(sorted(self._source_manifest.items()))
+        bindings: list[tuple[int, str]] = []
+        try:
+            if _directory_file_manifest(
+                self.source_root,
+                "LSP source root",
+            ) != expected_manifest:
+                raise LiveCodeIntelligenceError(
+                    "LSP source epoch manifest changed while sealing the exact launch snapshot"
+                )
+            for relative, digest in expected_manifest:
+                descriptor = self._immutable_launch_fd(
+                    self.source_root / Path(relative),
+                    expected_digest=digest,
+                    label=f"LSP source file {relative}",
+                )
+                bindings.append((descriptor, relative))
+            # Sealed descriptors are the source snapshot.  Rechecking the
+            # complete manifest rejects an unadmitted addition or deletion
+            # while the descriptors are being prepared.
+            if _directory_file_manifest(
+                self.source_root,
+                "LSP source root",
+            ) != expected_manifest:
+                raise LiveCodeIntelligenceError(
+                    "LSP source epoch manifest changed while sealing the exact launch snapshot"
+                )
+            return tuple(bindings)
+        except Exception:
+            for descriptor, _ in bindings:
+                try:
+                    os.close(descriptor)
+                except OSError:
+                    pass
+            raise
+
+    def _sandbox_command(
+        self,
+        command: tuple[str, ...],
+        *,
+        snapshot_root: Path,
+        runtime_fds: tuple[tuple[int, str], ...],
+        source_fds: tuple[tuple[int, str], ...],
+        launch_bindings: tuple[tuple[int, str], ...] = (),
+    ) -> tuple[str, ...]:
+        """Run the launch with sealed runtime and source files in its namespace."""
+
+        if self._source_root_uses_host_backed_mount(self.source_root):
+            raise LiveCodeIntelligenceError(
+                "LSP source root must not be nested under a host-backed system mount"
+            )
+        launcher = self._launch_namespace_binary()
+        sandbox: list[str] = [
+            launcher,
+            "--die-with-parent",
+            "--new-session",
+            "--tmpfs",
+            "/",
+        ]
+        # The interpreter's dynamic loader and standard library remain
+        # machine-owned, root-owned system inputs.  Bind them read-only while
+        # the manifest-bound runtime tree is reconstructed solely from sealed
+        # descriptors below.  /tmp is private to the child namespace.
+        for system_root in ("/bin", "/etc", "/lib", "/lib64", "/sbin", "/usr"):
+            if Path(system_root).exists():
+                sandbox.extend(("--ro-bind", system_root, system_root))
+        sandbox.extend(("--proc", "/proc", "--dev", "/dev", "--tmpfs", "/tmp"))
+        directories = set(
+            self._snapshot_namespace_directories(
+                snapshot_root,
+                runtime_fds,
+                self.source_root,
+                source_fds,
+            )
+        )
+        for _, target in launch_bindings:
+            target_path = Path(target)
+            if not target_path.is_absolute() or target_path == Path("/"):
+                raise LiveCodeIntelligenceError(
+                    "LSP sealed launch binding must use a safe absolute target"
+                )
+            current = target_path.parent
+            while current != Path("/"):
+                directories.add(current)
+                current = current.parent
+        for directory in sorted(directories, key=lambda path: len(path.parts)):
+            if (
+                directory == snapshot_root
+                or snapshot_root in directory.parents
+                or directory == self.source_root
+                or self.source_root in directory.parents
+            ):
+                # The source and runtime roots are mount points assembled
+                # from sealed files.  Their directories must not remain
+                # writable, otherwise the child could add an unadmitted
+                # import or replace a mount before a lazy lookup.
+                sandbox.extend(("--perms", "0555"))
+            sandbox.extend(("--dir", str(directory)))
+        for descriptor, relative in source_fds:
+            # Materialize the admitted source epoch at the exact root URI
+            # supplied to initialize.  Sealed descriptors keep the source
+            # bytes stable after binding even when the working tree changes.
+            sandbox.extend(
+                (
+                    "--perms",
+                    "0555",
+                    "--ro-bind-data",
+                    str(descriptor),
+                    str(self.source_root / Path(relative)),
+                )
+            )
+        for descriptor, relative in runtime_fds:
+            # Runtime files are never writable in the child, including files
+            # whose source mode carried an execute bit.  0555 keeps executable
+            # runtime helpers runnable without granting mutation rights.
+            sandbox.extend(
+                (
+                    "--perms",
+                    "0555",
+                    "--ro-bind-data",
+                    str(descriptor),
+                    str(snapshot_root / Path(relative)),
+                )
+            )
+        # Execute the executable and (for scripts) interpreter through
+        # read-only bind targets populated directly from their sealed
+        # descriptors.  This gives the payload a stable execution boundary
+        # without relying on bubblewrap retaining arbitrary inherited FDs.
+        for descriptor, target in launch_bindings:
+            sandbox.extend(
+                (
+                    "--perms",
+                    "0555",
+                    "--ro-bind-data",
+                    str(descriptor),
+                    target,
+                )
+            )
+        sandbox.extend(("--chdir", str(snapshot_root), "--"))
+        sandbox.extend(command)
+        return tuple(sandbox)
+
+    @staticmethod
+    def _source_root_uses_host_backed_mount(source_root: Path) -> bool:
+        """Whether a source root would expose an already-mounted host tree."""
+
+        return source_root == Path("/") or any(
+            source_root == root or root in source_root.parents
+            for root in _HOST_BACKED_NAMESPACE_ROOTS
+        )
+
+    def _snapshot_command_arguments(self, snapshot_root: Path) -> tuple[str, ...]:
+        arguments: list[str] = []
+        for argument in self.command[1:]:
+            option_prefix = ""
+            candidate = Path(argument)
+            if not candidate.is_absolute():
+                option, separator, value = argument.partition("=")
+                if separator:
+                    option_candidate = Path(value)
+                    if option_candidate.is_absolute() or ".." in option_candidate.parts:
+                        option_prefix = f"{option}="
+                        candidate = option_candidate
+                    else:
+                        arguments.append(argument)
+                        continue
+                elif ".." in candidate.parts:
+                    option_prefix = ""
+                else:
+                    arguments.append(argument)
+                    continue
+            try:
+                resolved = (
+                    candidate.resolve(strict=False)
+                    if candidate.is_absolute()
+                    else (self._working_directory / candidate).resolve(strict=False)
+                )
+                relative = resolved.relative_to(self._working_directory)
+            except (OSError, ValueError) as exc:
+                raise LiveCodeIntelligenceError(
+                    "LSP command path dependency must remain inside the admitted runtime root"
+                ) from exc
+            arguments.append(f"{option_prefix}{snapshot_root / relative}")
+        return tuple(arguments)
+
+    def _prepare_launch_binding(self) -> _LspLaunchBinding:
+        """Bind execution to immutable bytes and a private dependency root."""
+
+        snapshot_root = self._materialize_runtime_snapshot()
+        descriptors: list[int] = []
+        try:
+            if not self._can_use_immutable_launch_fds():
+                raise LiveCodeIntelligenceError(
+                    "LSP launch requires sealed descriptors for an immutable execution boundary"
+                )
+            runtime_fds = self._immutable_runtime_fds()
+            descriptors.extend(descriptor for descriptor, _ in runtime_fds)
+            source_fds = self._immutable_source_fds()
+            descriptors.extend(descriptor for descriptor, _ in source_fds)
+            executable_descriptor = self._immutable_launch_fd(
+                Path(self.command[0]),
+                expected_digest=self.executable_digest,
+                label="LSP executable",
+            )
+            descriptors.append(executable_descriptor)
+            interpreter = _shebang_interpreter_from_descriptor(
+                executable_descriptor
+            )
+            if interpreter != self._interpreter_path:
+                raise LiveCodeIntelligenceError(
+                    "LSP script interpreter changed before exact launch"
+                )
+            interpreter_descriptor: int | None = None
+            if interpreter is not None:
+                if self._interpreter_digest is None:
+                    raise LiveCodeIntelligenceError(
+                        "LSP script interpreter lacks an admitted digest"
+                    )
+                interpreter_descriptor = self._immutable_launch_fd(
+                    interpreter,
+                    expected_digest=self._interpreter_digest,
+                    label="LSP script interpreter",
+                )
+                descriptors.append(interpreter_descriptor)
+            executable_target = "/run/abyss-lsp/executable"
+            interpreter_target = "/run/abyss-lsp/interpreter"
+            for directory in sorted(
+                (path for path in snapshot_root.rglob("*") if path.is_dir()),
+                key=lambda path: len(path.parts),
+                reverse=True,
+            ):
+                directory.chmod(0o500)
+            snapshot_root.chmod(0o500)
+            arguments = self._snapshot_command_arguments(snapshot_root)
+            if interpreter_descriptor is not None:
+                command = (
+                    (interpreter_target, "-S", executable_target, *arguments)
+                    if _is_python_interpreter(self._interpreter_path)
+                    else (interpreter_target, executable_target, *arguments)
+                )
+            else:
+                command = (executable_target, *arguments)
+            command = self._sandbox_command(
+                tuple(command),
+                snapshot_root=snapshot_root,
+                runtime_fds=runtime_fds,
+                source_fds=source_fds,
+                launch_bindings=tuple(
+                    [
+                        (executable_descriptor, executable_target),
+                        *(
+                            [(interpreter_descriptor, interpreter_target)]
+                            if interpreter_descriptor is not None
+                            else []
+                        ),
+                    ]
+                ),
+            )
+            return _LspLaunchBinding(
+                command=tuple(command),
+                pass_fds=tuple(descriptors),
+                runtime_root=snapshot_root,
+                snapshot_root=snapshot_root,
+            )
+        except Exception:
+            for descriptor in descriptors:
+                try:
+                    os.close(descriptor)
+                except OSError:
+                    pass
+            self._remove_snapshot_path(snapshot_root)
+            raise
+
+    @staticmethod
+    def _remove_snapshot_path(snapshot_root: Path) -> None:
+        """Restore private snapshot directory permissions before removing it."""
+
+        if not snapshot_root.exists() and not snapshot_root.is_symlink():
+            return
+        try:
+            if snapshot_root.is_symlink():
+                raise LiveCodeIntelligenceError(
+                    "refusing to remove a symlinked LSP launch snapshot"
+                )
+            for path in snapshot_root.rglob("*"):
+                if path.is_symlink():
+                    raise LiveCodeIntelligenceError(
+                        "refusing to remove a symlink inside the LSP launch snapshot"
+                    )
+                if path.is_dir():
+                    path.chmod(0o700)
+                else:
+                    path.chmod(0o600)
+            snapshot_root.chmod(0o700)
+            shutil.rmtree(snapshot_root, ignore_errors=False)
+        except OSError as exc:
+            raise LiveCodeIntelligenceError(
+                "unable to remove the exact LSP launch snapshot"
+            ) from exc
+
+    def _cleanup_launch_snapshot(self) -> None:
+        snapshot_root = self._launch_snapshot_root
+        self._launch_snapshot_root = None
+        if snapshot_root is None:
+            return
+        try:
+            self._remove_snapshot_path(snapshot_root)
+        except LiveCodeIntelligenceError as exc:
+            self._last_error = f"unable to remove LSP launch snapshot: {exc}"
+
+    def _validate_launch_binding(self, root_uri: str) -> None:
+        root_path = _file_uri_path(root_uri, "LSP root_uri")
+        if root_path != self.source_root:
+            raise LiveCodeIntelligenceError(
+                "LSP root_uri does not match the admitted source root"
+            )
+        evidence = self._admission_config.machine_evidence
+        if not isinstance(evidence, _AuthenticatedMachineEvidence):
+            raise LiveCodeIntelligenceError(
+                "LSP session requires evidence returned by the owner-authenticated machine gate"
+            )
+        try:
+            _require_fresh_machine_health(evidence)
+        except LiveCodeIntelligenceError as exc:
+            raise LiveCodeIntelligenceError(
+                "LSP session requires fresh machine health evidence"
+            ) from exc
+        bound_session = self._bound_machine_session(evidence)
+        if bound_session is None:
+            raise LiveCodeIntelligenceError(
+                "LSP admission evidence no longer binds this provider and source epoch"
+            )
+        bound_runtime_manifest = _validated_file_manifest(
+            bound_session.get("runtime_manifest"),
+            "machine_evidence.lsp_sessions.runtime_manifest",
+            allow_empty=True,
+        )
+        if bound_runtime_manifest != self._runtime_manifest:
+            raise LiveCodeIntelligenceError(
+                "LSP runtime dependency manifest changed after session construction"
+            )
+        bound_source_manifest = _validated_file_manifest(
+            bound_session.get("source_manifest"),
+            "machine_evidence.lsp_sessions.source_manifest",
+            allow_empty=True,
+        )
+        if dict(bound_source_manifest) != self._source_manifest:
+            raise LiveCodeIntelligenceError(
+                "LSP source epoch manifest changed after session construction"
+            )
+        try:
+            current_runtime_manifest = _directory_file_manifest(
+                self._working_directory,
+                "LSP runtime dependency root",
+            )
+        except LiveCodeIntelligenceError as exc:
+            raise LiveCodeIntelligenceError(
+                "LSP runtime dependency manifest cannot be revalidated"
+            ) from exc
+        if current_runtime_manifest != self._runtime_manifest:
+            raise LiveCodeIntelligenceError(
+                "LSP runtime dependency manifest changed after admission"
+            )
+        try:
+            current_source_manifest = _directory_file_manifest(
+                self.source_root,
+                "LSP source root",
+            )
+        except LiveCodeIntelligenceError as exc:
+            raise LiveCodeIntelligenceError(
+                "LSP source epoch manifest cannot be revalidated"
+            ) from exc
+        if current_source_manifest != tuple(sorted(self._source_manifest.items())):
+            raise LiveCodeIntelligenceError(
+                "LSP source epoch manifest changed after admission"
+            )
+        artifact_digest = self._bound_artifact_digest(evidence, bound_session)
+        if artifact_digest != self.admitted_artifact_digest:
+            raise LiveCodeIntelligenceError(
+                "LSP admission evidence changed after session construction"
+            )
+        current_command_digest = _digest_payload(list(self.command))
+        admitted_command_digest = bound_session.get("command_digest")
+        if admitted_command_digest is None:
+            if len(self.command) > 1:
+                raise LiveCodeIntelligenceError(
+                    "LSP command arguments require an admitted command digest"
+                )
+        elif admitted_command_digest != current_command_digest:
+            raise LiveCodeIntelligenceError(
+                "LSP command does not match admitted machine evidence"
+            )
+
+    def start(self, *, root_uri: str, capabilities: Mapping[str, Any] | None = None) -> dict[str, Any]:
+        with self._lifecycle_lock:
+            self._validate_launch_binding(root_uri)
+            if capabilities is not None and not isinstance(capabilities, Mapping):
+                raise LiveCodeIntelligenceError(
+                    "LSP client capabilities must be an object"
+                )
+            if self._process is not None and self._process.poll() is None:
+                return self.snapshot()
+            if self._process is not None:
+                # A crashed child still owns pipes and a manifest snapshot.
+                # Retire that generation before preparing its replacement so
+                # retries cannot leak runtime storage or descriptors.
+                self._terminate_process()
+            # Health is generation-specific.  Clear the previous generation's
+            # success before exposing a newly running child to observers.
+            self._last_good_at = None
+            launch_capabilities = (
+                copy.deepcopy(self._client_capabilities)
+                if capabilities is None
+                else copy.deepcopy(dict(capabilities))
+            )
+            self._client_capabilities = launch_capabilities
+            self._generation += 1
+            binding = self._prepare_launch_binding()
+            try:
+                self._process = subprocess.Popen(
+                    list(binding.command),
+                    stdin=subprocess.PIPE,
+                    stdout=subprocess.PIPE,
+                    stderr=subprocess.DEVNULL,
+                    close_fds=True,
+                    pass_fds=binding.pass_fds,
+                    cwd=str(binding.runtime_root),
+                    env=_lsp_launch_environment(
+                        binding.runtime_root,
+                        self._interpreter_path,
+                    ),
+                )
+                self._launch_snapshot_root = binding.snapshot_root
+            except Exception:
+                self._remove_snapshot_path(binding.snapshot_root)
+                raise
+            finally:
+                for descriptor in binding.pass_fds:
+                    try:
+                        os.close(descriptor)
+                    except OSError:
+                        pass
+            self._reader = threading.Thread(target=self._reader_loop, daemon=True)
+            self._reader.start()
+            self._started_at = _now()
+            self._last_error = None
+            try:
+                result = self.request("initialize", {
+                    "processId": os.getpid(),
+                    "rootUri": root_uri,
+                    "capabilities": launch_capabilities,
+                })
+                self.notify("initialized", {})
+                self._last_good_at = _now()
+                return result
+            except Exception:
+                self._terminate_process()
+                raise
+
+    def request(self, method: str, params: Mapping[str, Any]) -> dict[str, Any]:
+        self._validate_request_params(params)
+        destination: queue.Queue[dict[str, Any]] = queue.Queue(maxsize=1)
+        with self._pending_lock:
+            self._request_id += 1
+            request_id = self._request_id
+            self._pending[request_id] = destination
+        try:
+            self._send({"jsonrpc": "2.0", "id": request_id, "method": method, "params": dict(params)})
+            try:
+                response = destination.get(timeout=self.request_timeout)
+            except queue.Empty as exc:
+                self._last_error = f"request timeout: {method}"
+                raise LiveCodeIntelligenceError(self._last_error) from exc
+            if "error" in response:
+                self._last_error = f"LSP error for {method}: {response['error']}"
+                raise LiveCodeIntelligenceError(self._last_error)
+            self._last_good_at = _now()
+            return response
+        finally:
+            with self._pending_lock:
+                self._pending.pop(request_id, None)
+
+    def notify(self, method: str, params: Mapping[str, Any]) -> None:
+        self._validate_request_params(params)
+        self._send({"jsonrpc": "2.0", "method": method, "params": dict(params)})
+
+    def _validated_document_uri(self, uri: str) -> str:
+        path = _file_uri_path(uri, "LSP document URI")
+        try:
+            path.relative_to(self.source_root)
+        except ValueError as exc:
+            raise LiveCodeIntelligenceError(
+                "LSP document URI must remain inside the admitted source root"
+            ) from exc
+        if path == self.source_root:
+            raise LiveCodeIntelligenceError(
+                "LSP document URI must identify a file inside the admitted source root"
+            )
+        if path.exists() and path.is_dir():
+            raise LiveCodeIntelligenceError(
+                "LSP document URI must identify a file inside the admitted source root"
+            )
+        return path.as_uri()
+
+    def _admitted_document_content(self, uri: str) -> bytes:
+        """Read bytes whose digest is present in the admitted source manifest."""
+
+        path = _file_uri_path(uri, "LSP document URI")
+        try:
+            relative = path.relative_to(self.source_root).as_posix()
+        except ValueError as exc:
+            raise LiveCodeIntelligenceError(
+                "LSP document is outside the admitted source epoch manifest"
+            ) from exc
+        expected_digest = self._source_manifest.get(relative)
+        if expected_digest is None:
+            raise LiveCodeIntelligenceError(
+                "LSP document is absent from the admitted source epoch manifest"
+            )
+        metadata = LiveCodeIntelligenceRuntime._read_source_metadata(
+            path,
+            self.source_root,
+            self._admission_config.max_file_bytes,
+            retain_content=True,
+        )
+        content = metadata.get("content") if metadata is not None else None
+        if not isinstance(content, bytes):
+            raise LiveCodeIntelligenceError(
+                "LSP document must have bounded admitted source bytes"
+            )
+        if metadata.get("content_digest") != expected_digest:
+            raise LiveCodeIntelligenceError(
+                "LSP document bytes no longer match the admitted source epoch manifest"
+            )
+        return content
+
+    def open_document(self, *, uri: str, text: str, version: int = 1) -> None:
+        validated_uri = self._validated_document_uri(uri)
+        if not isinstance(text, str):
+            raise LiveCodeIntelligenceError("LSP document text must be a string")
+        try:
+            encoded_text = text.encode("utf-8")
+        except UnicodeEncodeError as exc:
+            raise LiveCodeIntelligenceError(
+                "LSP document text must be valid UTF-8"
+            ) from exc
+        if encoded_text != self._admitted_document_content(validated_uri):
+            raise LiveCodeIntelligenceError(
+                "LSP document text must match the admitted source epoch bytes"
+            )
+        self.notify("textDocument/didOpen", {"textDocument": {
+            "uri": validated_uri, "languageId": self.language, "version": version, "text": text,
+        }})
+
+    def document_symbols(self, *, uri: str) -> dict[str, Any]:
+        return self.request(
+            "textDocument/documentSymbol",
+            {"textDocument": {"uri": self._validated_document_uri(uri)}},
+        )
+
+    def restart(self, *, root_uri: str) -> dict[str, Any]:
+        with self._lifecycle_lock:
+            capabilities = copy.deepcopy(self._client_capabilities)
+            self.close()
+            self._restart_count += 1
+            return self.start(root_uri=root_uri, capabilities=capabilities)
+
+    def close(self) -> None:
+        with self._lifecycle_lock:
+            process = self._process
+            if process is None:
+                self._cleanup_launch_snapshot()
+                return
+            self._closing = True
+            if process.poll() is None:
+                try:
+                    self.request("shutdown", {})
+                    self.notify("exit", {})
+                    process.wait(timeout=2.0)
+                except Exception:
+                    process.kill()
+                    process.wait()
+            self._terminate_process()
+            self._closing = False
+
+    def _terminate_process(self) -> None:
+        process = self._process
+        if process is not None and process.poll() is None:
+            process.kill()
+            process.wait()
+        if process is not None:
+            for stream in (process.stdin, process.stdout):
+                if stream is not None and not stream.closed:
+                    try:
+                        stream.close()
+                    except OSError:
+                        pass
+        if self._reader is not None and self._reader is not threading.current_thread():
+            self._reader.join(timeout=1.0)
+        self._process = None
+        self._reader = None
+        self._cleanup_launch_snapshot()
+
+    def snapshot(self) -> dict[str, Any]:
+        running = self._process is not None and self._process.poll() is None
+        return {
+            "schema_version": LSP_SESSION_SCHEMA,
+            "session_id": f"lsp-session:{self.provider_id}:{self._generation}",
+            "provider_id": self.provider_id,
+            "language": self.language,
+            "state": "degraded" if self._last_error else "observed" if running and self._last_good_at else "starting",
+            "transport": "stdio",
+            "source_epoch": self.source_epoch,
+            "admission_ref": self.admission_ref,
+            "generation": self._generation,
+            "restart_count": self._restart_count,
+            "started_at": self._started_at,
+            "last_good_at": self._last_good_at,
+            "last_error": self._last_error,
+            "claim_limit": "runtime session evidence is not KAG meaning or semantic proof",
+        }
+
+
+class LiveCodeIntelligenceRuntime:
+    """Refresh and query the runtime-local LIVE observation state."""
+
+    def __init__(self, config: LiveCodeIntelligenceConfig) -> None:
+        self.config = config
+        self.current_path = config.state_root / "current.json"
+        self.candidate_path = config.state_root / "candidate.json"
+        self.last_good_path = config.state_root / "last-good.json"
+        self.receipts_path = config.state_root / "receipts"
+        self.operation_receipts_path = (
+            config.state_root / OPERATION_RECEIPTS_DIRECTORY
+        )
+        # Historical observations outlive one CLI process.  Each successful
+        # epoch gets a content-addressed, owner-keyed trust record in the
+        # machine-provided root, never under mutable current/last-good state.
+        # Without an explicit owner root/key, cross-process historical trust is
+        # unavailable and the runtime falls back to source rederivation only.
+        self.historical_trust_path = config.historical_trust_root
+        self.lock_path = config.state_root / STATE_LOCK_NAME
+        self._refresh_receipt_snapshot: tuple[Path, dict[str, Any]] | None = None
+        self._refresh_attempt_source_epoch: str | None = None
+        # A transition receipt in the writable state root is not an
+        # authenticator.  Keep only digests of states committed by this
+        # runtime instance so a same-UID writer cannot replace a historical
+        # snapshot and make its replacement self-authenticating.
+        self._trusted_observation_digests: dict[str, str] = {}
+        # The observation digest alone does not cover transition metadata.
+        # Keep an in-memory digest of the complete state transition so a
+        # same-UID writer cannot rewrite invalidation history while retaining
+        # otherwise valid observations.
+        self._trusted_transition_digests: dict[str, str] = {}
+        self._captured_machine_evidence_summary = (
+            copy.deepcopy(self._machine_evidence_summary(config.machine_evidence))
+            if isinstance(config.machine_evidence, _AuthenticatedMachineEvidence)
+            else None
+        )
+
+    def _current_machine_evidence(self) -> Mapping[str, Any] | None:
+        evidence = self.config.machine_evidence
+        if not isinstance(evidence, _AuthenticatedMachineEvidence):
+            return None
+        try:
+            _require_fresh_machine_health(evidence)
+        except LiveCodeIntelligenceError:
+            return None
+        return evidence
+
+    @contextmanager
+    def _refresh_lock(self) -> Iterator[None]:
+        key = str(self.config.state_root)
+        with _THREAD_LOCKS_GUARD:
+            thread_lock = _THREAD_LOCKS.setdefault(key, threading.RLock())
+        with thread_lock:
+            if fcntl is None:
+                raise LiveCodeIntelligenceError(
+                    "cross-process refresh locking is unavailable on this platform"
+                )
+            if self.config.state_root.is_symlink():
+                raise LiveCodeIntelligenceError(
+                    "state root must not be a symlink"
+                )
+            try:
+                self.config.state_root.mkdir(parents=True, exist_ok=True)
+            except OSError as exc:
+                raise LiveCodeIntelligenceError(
+                    f"unable to create state root: {self.config.state_root}"
+                ) from exc
+            if not self.config.state_root.is_dir() or self.config.state_root.is_symlink():
+                raise LiveCodeIntelligenceError(
+                    "state root must be a real directory"
+                )
+            if self.lock_path.is_symlink():
+                raise LiveCodeIntelligenceError(
+                    "refresh lock must not be a symlink"
+                )
+            descriptor: int | None = None
+            try:
+                flags = os.O_RDWR | os.O_CREAT
+                if hasattr(os, "O_NOFOLLOW"):
+                    flags |= os.O_NOFOLLOW
+                descriptor = os.open(self.lock_path, flags, 0o600)
+                if fcntl is not None:
+                    fcntl.flock(descriptor, fcntl.LOCK_EX)
+            except OSError as exc:
+                if descriptor is not None:
+                    os.close(descriptor)
+                raise LiveCodeIntelligenceError(
+                    f"unable to acquire refresh lock: {self.lock_path}"
+                ) from exc
+            try:
+                yield
+            finally:
+                if descriptor is not None:
+                    if fcntl is not None:
+                        try:
+                            fcntl.flock(descriptor, fcntl.LOCK_UN)
+                        except OSError:
+                            pass
+                    os.close(descriptor)
+
+    @staticmethod
+    def _read_source_metadata(
+        path: Path,
+        source_root: Path,
+        max_file_bytes: int,
+        *,
+        retain_content: bool = False,
+    ) -> dict[str, Any] | None:
+        try:
+            relative = path.relative_to(source_root)
+        except ValueError:
+            return None
+        parts = relative.parts
+        if not parts or any(part in {"", ".", ".."} for part in parts):
+            return None
+
+        descriptor: int | None = None
+        parent_descriptor: int | None = None
+        source_flags = os.O_RDONLY
+        if hasattr(os, "O_NONBLOCK"):
+            source_flags |= os.O_NONBLOCK
+        if hasattr(os, "O_NOFOLLOW"):
+            source_flags |= os.O_NOFOLLOW
+        secure_descriptor_walk = (
+            os.name == "posix"
+            and hasattr(os, "O_DIRECTORY")
+            and hasattr(os, "O_NOFOLLOW")
+            and os.open in getattr(os, "supports_dir_fd", set())
+        )
+        try:
+            if secure_descriptor_walk:
+                parent_flags = os.O_RDONLY | os.O_DIRECTORY | os.O_NOFOLLOW
+                parent_descriptor = os.open(source_root, parent_flags)
+                for component in parts[:-1]:
+                    next_descriptor = os.open(
+                        component,
+                        parent_flags,
+                        dir_fd=parent_descriptor,
+                    )
+                    os.close(parent_descriptor)
+                    parent_descriptor = next_descriptor
+                descriptor = os.open(
+                    parts[-1],
+                    source_flags,
+                    dir_fd=parent_descriptor,
+                )
+            else:
+                # Windows has no portable openat/O_NOFOLLOW pair.  Preserve
+                # the existing fail-closed canonical check there while the
+                # POSIX route above eliminates the check/open race.
+                resolved = path.resolve(strict=True)
+                resolved.relative_to(source_root)
+                descriptor = os.open(resolved, source_flags)
+        except (OSError, ValueError) as exc:
+            if isinstance(exc, OSError) and exc.errno in {
+                errno.ELOOP,
+                errno.ENOENT,
+                errno.ENOTDIR,
+            }:
+                return None
+            raise LiveCodeIntelligenceError(
+                f"unable to read source file safely: {path}"
+            ) from exc
+        finally:
+            if parent_descriptor is not None:
+                os.close(parent_descriptor)
+        try:
+            if not stat.S_ISREG(os.fstat(descriptor).st_mode):
+                os.close(descriptor)
+                return None
+        except OSError as exc:
+            os.close(descriptor)
+            raise LiveCodeIntelligenceError(
+                f"unable to inspect source file safely: {path}"
+            ) from exc
+        digest = hashlib.sha256()
+        retained = bytearray()
+        total = 0
+        try:
+            with os.fdopen(descriptor, "rb") as handle:
+                while True:
+                    chunk = handle.read(SOURCE_READ_CHUNK_BYTES)
+                    if not chunk:
+                        break
+                    digest.update(chunk)
+                    total += len(chunk)
+                    if retain_content and total <= max_file_bytes:
+                        retained.extend(chunk)
+                    elif total > max_file_bytes:
+                        retained.clear()
+        except OSError as exc:
+            raise LiveCodeIntelligenceError(
+                f"unable to read source file: {path}"
+            ) from exc
+        return {
+            "path": path.relative_to(source_root).as_posix(),
+            "content_digest": f"sha256:{digest.hexdigest()}",
+            "size_bytes": total,
+            "content": (
+                bytes(retained)
+                if retain_content and total <= max_file_bytes
+                else None
+            ),
+        }
+
+    def _scan(self) -> dict[str, dict[str, Any]]:
+        if self.config.source_root.is_symlink() or not self.config.source_root.is_dir():
+            raise LiveCodeIntelligenceError(
+                f"source root must be a real directory: {self.config.source_root}"
+            )
+        files: dict[str, dict[str, Any]] = {}
+        total_bytes = 0
+        def traversal_error(exc: OSError) -> None:
+            raise LiveCodeIntelligenceError(
+                f"unable to traverse source tree: {exc.filename or self.config.source_root}"
+            ) from exc
+
+        for directory, dirnames, filenames in os.walk(
+            self.config.source_root,
+            topdown=True,
+            onerror=traversal_error,
+            followlinks=False,
+        ):
+            directory_path = Path(directory)
+            dirnames[:] = [
+                name
+                for name in sorted(dirnames)
+                if name not in self.config.exclude_dirs
+                and not (directory_path / name).is_symlink()
+            ]
+            for name in sorted(filenames):
+                path = directory_path / name
+                if path.suffix not in self.config.include_suffixes:
+                    continue
+                metadata = self._read_source_metadata(
+                    path,
+                    self.config.source_root,
+                    self.config.max_file_bytes,
+                )
+                if metadata is not None:
+                    if "\\" in metadata["path"]:
+                        raise LiveCodeIntelligenceError(
+                            f"unsupported backslash in source path: {metadata['path']}"
+                        )
+                    if _contains_surrogate(metadata["path"]):
+                        metadata["scan_diagnostics"] = [
+                            {
+                                "code": "source_path_not_utf8",
+                                "severity": "error",
+                                "message": "source filename is not valid UTF-8",
+                            }
+                        ]
+                    if len(files) >= SOURCE_SCAN_MAX_FILES:
+                        # Keep the bounded partial candidate queryable only as
+                        # degraded state.  Attach the envelope diagnostic to
+                        # the last admitted record because persisted
+                        # degradation diagnostics are intentionally
+                        # path-qualified by the state contract.
+                        diagnostic = {
+                            "code": "source_scan_limit",
+                            "severity": "error",
+                            "message": (
+                                "source scan exceeded the authored aggregate "
+                                f"file-count envelope of {SOURCE_SCAN_MAX_FILES}"
+                            ),
+                        }
+                        target = files[max(files)]
+                        target.setdefault("scan_diagnostics", []).append(diagnostic)
+                        return files
+                    files[metadata["path"]] = metadata
+                    total_bytes += int(metadata.get("size_bytes", 0))
+                    if total_bytes > SOURCE_SCAN_MAX_BYTES:
+                        metadata.setdefault("scan_diagnostics", []).append(
+                            {
+                                "code": "source_scan_limit",
+                                "severity": "error",
+                                "message": (
+                                    "source scan exceeded the authored aggregate "
+                                    f"byte envelope of {SOURCE_SCAN_MAX_BYTES}"
+                                ),
+                            }
+                        )
+                        return files
+        return files
+
+    def _source_epoch(self, files: Mapping[str, Mapping[str, Any]]) -> str:
+        manifest = [
+            {
+                "path": path,
+                "content_digest": str(item["content_digest"]),
+                "size_bytes": int(item["size_bytes"]),
+            }
+            for path, item in sorted(files.items())
+        ]
+        return _digest_payload(
+            {
+                "provider": self.config.provider_identity,
+                "config_digest": self.config.config_digest,
+                "source_root": str(self.config.source_root),
+                "files": manifest,
+            }
+        )
+
+    def _machine_binding_envelope(
+        self,
+        source_epoch: str | None = None,
+    ) -> dict[str, Any]:
+        binding = self.config.machine_binding_identity
+        artifact_subject = dict(binding.get("artifact_subject", {}))
+        subject_digest = _digest_payload(
+            {
+                "provider": self.config.provider_identity,
+                "provider_source_digest": self.config.provider_source_digest,
+                "config_digest": self.config.config_digest,
+                "artifact_subject": artifact_subject,
+            }
+        )
+        artifact_subject["subject_digest"] = subject_digest
+        binding["artifact_subject"] = artifact_subject
+        resource_envelope = dict(binding.get("resource_envelope", {}))
+        resource_envelope["max_file_bytes"] = self.config.max_file_bytes
+        resource_envelope["max_query_results"] = int(
+            resource_envelope.get("max_query_results", MAX_QUERY_RESULTS)
+        )
+        binding["resource_envelope"] = resource_envelope
+        live_measurement = dict(binding.get("live_measurement", {}))
+        live_measurement.setdefault("required_for_admission", True)
+        live_measurement["state"] = MACHINE_LIVE_MEASUREMENT_STATE
+        live_measurement["owner"] = "abyss-machine"
+        live_measurement["claim"] = (
+            "No host health, resource health, installation, or admission is observed"
+        )
+        binding["live_measurement"] = live_measurement
+        binding["provider"] = self.config.provider_identity
+        binding["runtime_binding"] = {
+            "source_root": str(self.config.source_root),
+            "state_root": str(self.config.state_root),
+            "state_relative_root": self.config.state_relative_root,
+            "source_epoch": source_epoch,
+        }
+        binding["installation"] = {
+            "identity": binding.get("installation_identity"),
+            "state": "source-candidate",
+        }
+        binding["trust_binding"] = {
+            "owner": "abyss-machine",
+            "state": artifact_subject.get("trust_state"),
+        }
+        binding["admission"] = {
+            "owner": "abyss-machine",
+            "state": artifact_subject.get("admission_state"),
+        }
+        binding["claim_limits"] = [
+            "source binding is a candidate envelope, not an installed artifact",
+            "artifact subject and trust fields do not grant admission",
+            "live measurement is required by the machine owner and is unobserved here",
+        ]
+        evidence = self._current_machine_evidence()
+        if evidence is not None:
+            binding["verified_evidence"] = self._machine_evidence_summary(evidence)
+            binding["installation"] = {
+                "identity": evidence["installation"]["identity"],
+                "state": "verified",
+                "evidence_class": MACHINE_EVIDENCE_CLASS,
+            }
+            binding["trust_binding"] = {
+                "owner": "abyss-machine",
+                "state": evidence["admission"]["trust_state"],
+                "evidence_class": MACHINE_EVIDENCE_CLASS,
+            }
+            binding["admission"] = {
+                "owner": "abyss-machine",
+                "state": evidence["admission"]["state"],
+                "evidence_class": MACHINE_EVIDENCE_CLASS,
+            }
+            binding["live_measurement"] = {
+                **binding["live_measurement"],
+                "state": "observed",
+                "evidence_class": MACHINE_EVIDENCE_CLASS,
+                "measurement_ref": evidence["health"]["measurement_ref"],
+                "observed_at": evidence["health"]["observed_at"],
+            }
+        return binding
+
+    @staticmethod
+    def _machine_evidence_summary(
+        evidence: Mapping[str, Any],
+    ) -> dict[str, Any]:
+        providers = evidence.get("providers", [])
+        observations = evidence.get("observations", [])
+        return {
+            "schema_version": MACHINE_EVIDENCE_SCHEMA,
+            "evidence_class": MACHINE_EVIDENCE_CLASS,
+            "issuer": evidence["issuer"],
+            "receipt_id": evidence["receipt_id"],
+            "receipt_digest": evidence["receipt_digest"],
+            "subject": {
+                "provider_source_digest": evidence["subject"]["provider_source_digest"],
+                "config_digest": evidence["subject"]["config_digest"],
+                "artifact_digest": evidence["subject"]["artifact_digest"],
+                "artifact_ref": evidence["subject"]["artifact_ref"],
+            },
+            "installation_state": evidence["installation"]["state"],
+            "admission_state": evidence["admission"]["state"],
+            "health_state": evidence["health"]["state"],
+            "health_observed_at": evidence["health"]["observed_at"],
+            "provider_count": len(providers),
+            "observation_count": len(observations),
+            "second_language_observed": any(
+                item.get("state") == "observed"
+                and item.get("language") != PROVIDER_LANGUAGE
+                for item in observations
+                if isinstance(item, Mapping)
+            ),
+            "lsp_session_count": len(evidence.get("lsp_sessions", [])),
+            "lifecycle_state": evidence["lifecycle"]["state"],
+            "providers_digest": _digest_payload(evidence["providers"]),
+            "observations_digest": _digest_payload(evidence["observations"]),
+            "lsp_sessions_digest": _digest_payload(evidence["lsp_sessions"]),
+            "lifecycle_digest": _digest_payload(evidence["lifecycle"]),
+            "claim_limits": list(evidence["claim_limits"]),
+        }
+
+    def _observation_lanes(
+        self,
+        *,
+        evidence: Mapping[str, Any] | None = None,
+    ) -> list[dict[str, Any]]:
+        lanes = [
+            {
+                "provider": self.config.provider_identity,
+                "language": PROVIDER_LANGUAGE,
+                "state": "source-candidate",
+                "evidence_class": "owner-local-source-observation",
+                "semantic_owner": "aoa-kag",
+            }
+        ]
+        if evidence is None:
+            evidence = self._current_machine_evidence()
+        if evidence is None:
+            lanes.append(
+                {
+                    "provider": "machine-owned-provider-adapter",
+                    "language": "second-language",
+                    "state": "receipt-only",
+                    "evidence_class": "not-observed",
+                    "semantic_owner": "aoa-kag",
+                }
+            )
+            return lanes
+        for provider in evidence["providers"]:
+            lanes.append(
+                {
+                    "provider": {
+                        "id": provider["id"],
+                        "version": provider["version"],
+                        "protocol": provider["protocol"],
+                    },
+                    "language": provider["language"],
+                    "state": provider["observation_state"],
+                    "evidence_class": MACHINE_EVIDENCE_CLASS,
+                    "semantic_owner": "aoa-kag",
+                }
+            )
+        return lanes
+
+    def _lsp_session_surface(
+        self,
+        *,
+        evidence: Mapping[str, Any] | None = None,
+    ) -> dict[str, Any]:
+        if evidence is None:
+            evidence = self._current_machine_evidence()
+        sessions = [] if evidence is None else evidence["lsp_sessions"]
+        return {
+            "schema_version": LSP_SESSION_SCHEMA,
+            "owner": "abyss-stack",
+            "state": (
+                "observed"
+                if any(session["state"] == "observed" for session in sessions)
+                else "unobserved"
+            ),
+            "sessions": [
+                {
+                    "session_id": session["session_id"],
+                    "provider_id": session["provider_id"],
+                    "language": session["language"],
+                    "state": session["state"],
+                    "transport": session["transport"],
+                    "source_epoch": session["source_epoch"],
+                    "evidence_ref": session["evidence_ref"],
+                    **(
+                        {"source_root": session["source_root"]}
+                        if "source_root" in session
+                        else {}
+                    ),
+                    **(
+                        {"command_digest": session["command_digest"]}
+                        if "command_digest" in session
+                        else {}
+                    ),
+                    **(
+                        {"artifact_digest": session["artifact_digest"]}
+                        if "artifact_digest" in session
+                        else {}
+                    ),
+                    **(
+                        {"interpreter_digest": session["interpreter_digest"]}
+                        if "interpreter_digest" in session
+                        else {}
+                    ),
+                    "evidence_class": MACHINE_EVIDENCE_CLASS,
+                }
+                for session in sessions
+            ],
+            "claim_limits": [
+                "an LSP session surface is an observation boundary, not installation or proof",
+                "no session is live merely because this source surface is present",
+            ],
+        }
+
+    def _lifecycle_surface(
+        self,
+        *,
+        last_good_available: bool,
+        evidence: Mapping[str, Any] | None = None,
+    ) -> dict[str, Any]:
+        if evidence is None:
+            evidence = self._current_machine_evidence()
+        external = evidence["lifecycle"] if evidence is not None else None
+
+        def component(
+            name: str,
+            *,
+            source_state: str,
+            source_ref: str,
+        ) -> dict[str, Any]:
+            if external is not None:
+                item = external[name]
+                return {
+                    "state": item["state"],
+                    "evidence_ref": item["evidence_ref"],
+                    "evidence_class": MACHINE_EVIDENCE_CLASS,
+                }
+            return {
+                "state": source_state,
+                "evidence_ref": source_ref,
+                "evidence_class": "owner-local-source-observation",
+            }
+
+        return {
+            "schema_version": PROVIDER_LIFECYCLE_SCHEMA,
+            "owner": "abyss-stack",
+            "provider": self.config.provider_identity,
+            "provider_neutral": True,
+            "state": "machine-verified" if external is not None else "source-candidate",
+            "operations": list(PROVIDER_LIFECYCLE_OPERATIONS),
+            "refresh": {
+                "state": "source-observed",
+                "evidence_ref": "runtime:live-code-intelligence:refresh",
+                "evidence_class": "owner-local-source-observation",
+            },
+            "restart": component(
+                "restart",
+                source_state="not-observed",
+                source_ref="runtime:live-code-intelligence:restart-not-observed",
+            ),
+            "last_good": component(
+                "last_good",
+                source_state="available" if last_good_available else "unavailable",
+                source_ref="runtime:live-code-intelligence:last-good-state",
+            ),
+            "canary": component(
+                "canary",
+                source_state="not-observed",
+                source_ref="runtime:live-code-intelligence:canary-not-observed",
+            ),
+            "rollback": component(
+                "rollback",
+                source_state="available" if last_good_available else "unavailable",
+                source_ref="runtime:live-code-intelligence:rollback-state",
+            ),
+            "claim_limits": [
+                "source refresh and last-good state do not prove deployed lifecycle behavior",
+                "restart, canary, rollback, and host health remain explicit evidence axes",
+                "operator activation and machine admission remain outside this source boundary",
+            ],
+        }
+
+    def _provider_worker_surface(
+        self,
+        *,
+        evidence: Mapping[str, Any] | None = None,
+    ) -> dict[str, Any]:
+        """Describe the bounded worker plane without claiming external execution."""
+
+        primary = {
+            "id": self.config.provider_id,
+            "version": self.config.provider_version,
+            "language": PROVIDER_LANGUAGE,
+            "protocol": self.config.provider_protocol,
+        }
+        workers = [
+            {
+                "worker_id": f"worker:{self.config.provider_id}",
+                "provider": primary,
+                "language": PROVIDER_LANGUAGE,
+                "state": "source-candidate",
+                "execution": "in-process",
+                "queue_id": "queue:live-code-intelligence",
+                "evidence_class": "owner-local-source-observation",
+            }
+        ]
+        if evidence is None:
+            evidence = self._current_machine_evidence()
+        second_language_providers = (
+            [
+                provider
+                for provider in evidence["providers"]
+                if provider["language"] != PROVIDER_LANGUAGE
+            ]
+            if evidence is not None
+            else []
+        )
+        if not second_language_providers:
+            second_language_providers = [
+                {
+                    "id": SECOND_LANGUAGE_PROVIDER_ID,
+                    "version": "receipt-only",
+                    "language": SECOND_LANGUAGE,
+                    "protocol": "lsp",
+                }
+            ]
+        for provider in second_language_providers:
+            workers.append(
+                {
+                    "worker_id": f"worker:{provider['id']}",
+                    "provider": {
+                        "id": provider["id"],
+                        "version": provider["version"],
+                        "language": provider["language"],
+                        "protocol": provider["protocol"],
+                    },
+                    "language": provider["language"],
+                    "state": "receipt-only",
+                    "execution": "not-started",
+                    "queue_id": "queue:live-code-intelligence",
+                    "evidence_class": (
+                        MACHINE_EVIDENCE_CLASS
+                        if evidence is not None
+                        else "not-observed"
+                    ),
+                }
+            )
+        return {
+            "schema_version": PROVIDER_WORKER_SCHEMA,
+            "owner": "abyss-stack",
+            "queue": {
+                "schema_version": PROVIDER_WORK_QUEUE_SCHEMA,
+                "queue_id": "queue:live-code-intelligence",
+                "state": "idle",
+                "capacity": PROVIDER_QUEUE_CAPACITY,
+                "depth": 0,
+                "ordering": "path-lexicographic",
+                "delivery": "bounded-serialized",
+            },
+            "workers": workers,
+            "claim_limits": [
+                "the Python worker is a source-local in-process observer",
+                "the bounded queue does not activate or admit a machine provider",
+                "the second-language worker is a receipt-only route until its owner supplies live evidence",
+            ],
+        }
+
+    def _owner_review_surface(
+        self,
+        *,
+        evidence: Mapping[str, Any] | None = None,
+    ) -> dict[str, Any]:
+        if evidence is None:
+            evidence = self._current_machine_evidence()
+        return {
+            "schema_version": OWNER_REVIEW_SCHEMA,
+            "owner": "abyss-stack",
+            "state": "review_required",
+            "source_readiness": "candidate",
+            "machine_evidence": (
+                "present"
+                if evidence is not None
+                else "missing"
+                if self.config.machine_evidence is None
+                else "stale"
+            ),
+            "landing": "not_authorized",
+            "proof": "unclaimed",
+            "owner_acceptance": "unclaimed",
+            "required_separations": [
+                "source readiness vs CI collection",
+                "machine installation/admission/health vs deployed runtime",
+                "runtime evidence vs proof/eval verdict",
+                "review readiness vs landing and owner acceptance",
+            ],
+        }
+
+    def _observation_envelope(
+        self,
+        *,
+        status: str,
+        source_epoch: str,
+        files: Mapping[str, Mapping[str, Any]],
+        invalidation: Mapping[str, Any],
+        diagnostics: Sequence[Mapping[str, Any]],
+    ) -> dict[str, Any]:
+        return {
+            "schema_version": OBSERVATION_ENVELOPE_SCHEMA,
+            "layer": "LIVE",
+            "status": status,
+            "source_epoch": source_epoch,
+            "provider": self.config.provider_identity,
+            "machine_binding": self._machine_binding_envelope(source_epoch),
+            "source": {
+                "root": str(self.config.source_root),
+                "file_count": len(files),
+                "bytes_scanned": sum(
+                    int(item.get("size_bytes", 0)) for item in files.values()
+                ),
+            },
+            "invalidation": dict(invalidation),
+            "diagnostic_count": len(diagnostics),
+            "claim_limits": [
+                "LIVE observation is runtime evidence, not INDEXED knowledge or proof",
+                "provider installation, admission, and host health remain machine-owned",
+                "observation meaning and normalization remain aoa-kag-owned",
+            ],
+        }
+
+    @staticmethod
+    def _import_targets(record: Mapping[str, Any]) -> set[str]:
+        observation = record.get("observation")
+        if not isinstance(observation, Mapping):
+            return set()
+        return {
+            str(item.get("target"))
+            for item in observation.get("relations", [])
+            if isinstance(item, Mapping) and item.get("relation_kind") == "imports"
+        }
+
+    @staticmethod
+    def _normalized_import_targets(
+        path: str,
+        imported: str,
+        known_paths: Collection[str],
+    ) -> set[str]:
+        if not imported.startswith("."):
+            return {imported}
+        targets: set[str] = set()
+        level = len(imported) - len(imported.lstrip("."))
+        suffix = imported[level:]
+        for module_name in _module_name_variants(path, known_paths):
+            module_parts = module_name.split(".")
+            package_parts = (
+                module_parts
+                if Path(path).name == "__init__.py"
+                else module_parts[:-1]
+            )
+            parent_parts = package_parts[: max(0, len(package_parts) - level + 1)]
+            target = ".".join(part for part in (*parent_parts, suffix) if part)
+            if target:
+                targets.add(target)
+        return targets
+
+    def _dependency_impacts(
+        self,
+        previous: Mapping[str, Mapping[str, Any]],
+        changed_paths: set[str],
+    ) -> set[str]:
+        known_paths = set(previous).union(changed_paths)
+        changed_modules = set().union(
+            *(
+                _module_name_variants(path, known_paths)
+                for path in changed_paths
+            )
+        )
+        if not changed_modules:
+            return set()
+        impacted: set[str] = set()
+        frontier = set(changed_modules)
+        while frontier:
+            next_frontier: set[str] = set()
+            for path, record in previous.items():
+                if path in changed_paths or path in impacted:
+                    continue
+                imports = {
+                    target
+                    for imported in self._import_targets(record)
+                    for target in self._normalized_import_targets(
+                        path, imported, known_paths
+                    )
+                }
+                if any(
+                    imported == changed or imported.startswith(f"{changed}.")
+                    for imported in imports
+                    for changed in frontier
+                ):
+                    impacted.add(path)
+                    next_frontier.update(
+                        _module_name_variants(path, known_paths)
+                    )
+            frontier = next_frontier
+        return impacted
+
+    def _read_and_parse(self, path: str, metadata: Mapping[str, Any]) -> dict[str, Any]:
+        size_bytes = int(metadata.get("size_bytes", 0))
+        if size_bytes > self.config.max_file_bytes:
+            return {
+                "path": path,
+                "content_digest": metadata["content_digest"],
+                "size_bytes": size_bytes,
+                "observation": None,
+                "diagnostics": [
+                    {
+                        "code": "file_too_large",
+                        "severity": "error",
+                        "message": f"file exceeds {self.config.max_file_bytes} bytes",
+                    }
+                ],
+            }
+        path_diagnostics = metadata.get("scan_diagnostics")
+        if isinstance(path_diagnostics, Sequence) and not isinstance(
+            path_diagnostics, (str, bytes, bytearray)
+        ) and path_diagnostics:
+            return {
+                "path": path,
+                "content_digest": metadata["content_digest"],
+                "size_bytes": size_bytes,
+                "observation": None,
+                "diagnostics": [
+                    dict(diagnostic)
+                    for diagnostic in path_diagnostics
+                    if isinstance(diagnostic, Mapping)
+                ],
+            }
+        source_path = self.config.source_root / Path(path)
+        fresh_metadata = self._read_source_metadata(
+            source_path,
+            self.config.source_root,
+            self.config.max_file_bytes,
+            retain_content=True,
+        )
+        if (
+            fresh_metadata is None
+            or fresh_metadata.get("content_digest") != metadata.get("content_digest")
+            or int(fresh_metadata.get("size_bytes", -1)) != size_bytes
+        ):
+            raise LiveCodeIntelligenceError(
+                f"source changed during refresh: {path}"
+            )
+        content = fresh_metadata.get("content")
+        if not isinstance(content, bytes):
+            raise LiveCodeIntelligenceError(f"missing source bytes for {path}")
+        return _parse_file(path, content)
+
+    def _run_provider_work_queue(
+        self,
+        paths: set[str],
+        scanned: Mapping[str, Mapping[str, Any]],
+    ) -> tuple[dict[str, dict[str, Any]], tuple[dict[str, str], ...]]:
+        """Drain parse work under a bounded serialized-observation budget."""
+
+        queue = _ProviderWorkQueue()
+        records: dict[str, dict[str, Any]] = {}
+        serialized_bytes = 0
+        budget_diagnostic: dict[str, str] | None = None
+
+        def drain() -> bool:
+            nonlocal serialized_bytes, budget_diagnostic
+            while queue:
+                item = queue.dequeue()
+                record = self._read_and_parse(item.path, item.metadata)
+                records[item.path] = record
+                observation = record.get("observation")
+                if not isinstance(observation, Mapping):
+                    continue
+                try:
+                    record_bytes = len(
+                        _canonical_json(record).encode("utf-8")
+                    )
+                except (TypeError, ValueError) as exc:
+                    raise LiveCodeIntelligenceError(
+                        f"provider observation for {item.path} is not serializable"
+                    ) from exc
+                serialized_bytes += record_bytes
+                if serialized_bytes <= OBSERVATION_MAX_SERIALIZED_BYTES:
+                    continue
+                budget_diagnostic = {
+                    "code": "observation_output_limit",
+                    "severity": "error",
+                    "message": (
+                        "serialized provider observations exceeded the authored "
+                        f"aggregate envelope of {OBSERVATION_MAX_SERIALIZED_BYTES} "
+                        f"bytes while processing {item.path}"
+                    ),
+                }
+                # Do not retain the expanded object that crossed the boundary.
+                # The record remains as a bounded path-level degradation so the
+                # refresh can publish a degraded candidate transactionally.
+                record["observation"] = None
+                record["diagnostics"] = [
+                    *(
+                        dict(item)
+                        for item in record.get("diagnostics", [])
+                        if isinstance(item, Mapping)
+                    ),
+                    dict(budget_diagnostic),
+                ]
+                queue.clear()
+                return False
+            return True
+
+        for path in sorted(paths):
+            queue.enqueue(_ProviderWorkItem(path=path, metadata=scanned[path]))
+            if len(queue) == queue.capacity:
+                if not drain():
+                    break
+        if budget_diagnostic is None:
+            drain()
+        return records, ((dict(budget_diagnostic),) if budget_diagnostic else ())
+
+    def _state_payload(
+        self,
+        *,
+        status: str,
+        source_epoch: str,
+        files: Mapping[str, Mapping[str, Any]],
+        invalidation: Mapping[str, Any],
+        diagnostics: Sequence[Mapping[str, Any]],
+        previous_epoch: str | None,
+        last_good_epoch: str | None,
+        full_rebuild: bool,
+        last_good_available: bool,
+    ) -> dict[str, Any]:
+        serial_files = {
+            path: {
+                key: copy.deepcopy(value)
+                for key, value in record.items()
+                if key not in {"content", "scan_diagnostics"}
+            }
+            for path, record in sorted(files.items())
+        }
+        symbols = sum(
+            len(record.get("observation", {}).get("symbols", []))
+            for record in serial_files.values()
+            if isinstance(record.get("observation"), Mapping)
+        )
+        occurrences = sum(
+            len(record.get("observation", {}).get("occurrences", []))
+            for record in serial_files.values()
+            if isinstance(record.get("observation"), Mapping)
+        )
+        relations = sum(
+            len(record.get("observation", {}).get("relations", []))
+            for record in serial_files.values()
+            if isinstance(record.get("observation"), Mapping)
+        )
+        error_count = sum(len(record.get("diagnostics", [])) for record in serial_files.values())
+        observation_envelope = self._observation_envelope(
+            status=status,
+            source_epoch=source_epoch,
+            files=serial_files,
+            invalidation=invalidation,
+            diagnostics=diagnostics,
+        )
+        return {
+            "schema_version": STATE_SCHEMA,
+            "status": status,
+            "state": status,
+            "observed_at": _now(),
+            "provider": self.config.provider_identity,
+            "machine_consumer_abi": copy.deepcopy(MACHINE_CONSUMER_ABI),
+            "config": {
+                "digest": self.config.config_digest,
+                "include_suffixes": list(self.config.include_suffixes),
+                "exclude_dirs": list(self.config.exclude_dirs),
+                "max_file_bytes": self.config.max_file_bytes,
+                "state_relative_root": self.config.state_relative_root,
+                "state_promotion": self.config.state_promotion,
+                "state_fallback": self.config.state_fallback,
+                "owner_boundaries": dict(self.config.owner_boundaries),
+            },
+            "source": {
+                "root": str(self.config.source_root),
+                "source_epoch": source_epoch,
+                "file_count": len(serial_files),
+            },
+            "machine_binding": observation_envelope["machine_binding"],
+            "observation_envelope": observation_envelope,
+            "observation_lanes": self._observation_lanes(),
+            "provider_workers": self._provider_worker_surface(),
+            "lsp_sessions": self._lsp_session_surface(),
+            "lifecycle": self._lifecycle_surface(
+                last_good_available=last_good_available
+            ),
+            "owner_review": self._owner_review_surface(),
+            "files": serial_files,
+            "summary": {
+                "source_file_count": len(serial_files),
+                "symbol_count": symbols,
+                "occurrence_count": occurrences,
+                "relation_count": relations,
+                "diagnostic_count": error_count,
+            },
+            "invalidation": dict(invalidation),
+            "freshness": {
+                "layer": "LIVE",
+                "source_epoch": source_epoch,
+                "provider": self.config.provider_identity,
+                "confidence": "observed" if status == "current" else "degraded",
+            },
+            "degradation": [dict(item) for item in diagnostics],
+            "fallback": (
+                {"state": "current", "source_epoch": previous_epoch}
+                if status == "degraded" and previous_epoch
+                else (
+                    {"state": "last-good", "source_epoch": last_good_epoch}
+                    if status == "degraded" and last_good_epoch
+                    else None
+                )
+            ),
+            "provenance": {
+                "runtime_owner": "abyss-stack",
+                "observation_meaning_owner": "aoa-kag",
+                "proof_owner": "aoa-evals",
+                "source_kind": "working_tree",
+                "full_rebuild": full_rebuild,
+            },
+        }
+
+    def _write_receipt(
+        self,
+        *,
+        state: Mapping[str, Any],
+        outcome: str,
+        previous_epoch: str | None,
+    ) -> None:
+        source_epoch = str(state["source"]["source_epoch"])
+        receipt = {
+            "schema_version": RECEIPT_SCHEMA,
+            "observed_at": state["observed_at"],
+            "observation_digest": _digest_payload(state["files"]),
+            "outcome": outcome,
+            "source_epoch": source_epoch,
+            "previous_source_epoch": previous_epoch,
+            "current_source_epoch": (
+                source_epoch if outcome == "current" else previous_epoch
+            ),
+            "candidate_source_epoch": source_epoch if outcome == "degraded" else None,
+            "invalidation": state["invalidation"],
+            "degradation": state["degradation"],
+            "provenance": state["provenance"],
+        }
+        self._prepare_receipt_directory()
+        _write_json_atomic(
+            self.receipts_path
+            / f"{source_epoch.removeprefix('sha256:')}.json",
+            receipt,
+        )
+
+    def _prepare_receipt_directory(self) -> None:
+        if _contains_symlink(self.receipts_path):
+            raise LiveCodeIntelligenceError(
+                f"refusing to write through symlinked receipt directory: {self.receipts_path}"
+            )
+        try:
+            self.receipts_path.mkdir(parents=True, exist_ok=True)
+        except OSError as exc:
+            raise LiveCodeIntelligenceError(
+                f"unable to prepare receipt directory: {self.receipts_path}"
+            ) from exc
+        if not self.receipts_path.is_dir() or self.receipts_path.is_symlink():
+            raise LiveCodeIntelligenceError(
+                f"receipt path must be a real directory: {self.receipts_path}"
+            )
+
+    @staticmethod
+    def _restore_json_snapshot(
+        path: Path,
+        snapshot: Mapping[str, Any],
+    ) -> None:
+        """Restore one valid JSON state file, or remove its prior absence."""
+
+        if snapshot:
+            _write_json_atomic(path, snapshot)
+            return
+        if not path.parent.exists() or not path.parent.is_dir():
+            return
+        if _contains_symlink(path):
+            raise LiveCodeIntelligenceError(
+                f"refusing to remove symlinked state path: {path}"
+            )
+        path.unlink(missing_ok=True)
+
+    def _prepare_operation_receipt_directory(self) -> None:
+        if _contains_symlink(self.operation_receipts_path):
+            raise LiveCodeIntelligenceError(
+                "refusing to write through symlinked operation receipt directory: "
+                f"{self.operation_receipts_path}"
+            )
+        try:
+            self.operation_receipts_path.mkdir(parents=True, exist_ok=True)
+        except OSError as exc:
+            raise LiveCodeIntelligenceError(
+                "unable to prepare operation receipt directory: "
+                f"{self.operation_receipts_path}"
+            ) from exc
+        if (
+            not self.operation_receipts_path.is_dir()
+            or self.operation_receipts_path.is_symlink()
+        ):
+            raise LiveCodeIntelligenceError(
+                "operation receipt path must be a real directory: "
+                f"{self.operation_receipts_path}"
+            )
+
+    @staticmethod
+    def _observation_is_well_formed(
+        observation: Any,
+        *,
+        path: str,
+        content_digest: str,
+    ) -> bool:
+        """Validate the complete provider output before it becomes queryable."""
+
+        if not isinstance(observation, Mapping) or set(observation) != {
+            "schema_version",
+            "state",
+            "provider",
+            "source",
+            "symbols",
+            "occurrences",
+            "relations",
+            "provenance",
+        }:
+            return False
+        expected_provider = {
+            "id": PROVIDER_ID,
+            "version": PROVIDER_VERSION,
+            "language": PROVIDER_LANGUAGE,
+        }
+        if (
+            observation.get("schema_version") != OBSERVATION_SCHEMA
+            or observation.get("state") != "live"
+            or observation.get("provider") != expected_provider
+        ):
+            return False
+        source = observation.get("source")
+        if (
+            not isinstance(source, Mapping)
+            or set(source) != {"path", "content_digest", "epoch_binding"}
+            or source.get("path") != path
+            or source.get("content_digest") != content_digest
+            or source.get("epoch_binding") != "state.source.source_epoch"
+        ):
+            return False
+        if observation.get("provenance") != {
+            "source_kind": "working_tree",
+            "semantic_owner": "aoa-kag",
+            "runtime_owner": "abyss-stack",
+        }:
+            return False
+
+        symbols = observation.get("symbols")
+        if not isinstance(symbols, list):
+            return False
+        symbol_ids: set[str] = set()
+        symbols_by_id: dict[str, Mapping[str, Any]] = {}
+        expected_lineage = {
+            "status": "unresolved",
+            "reason": "bootstrap provider does not infer rename or move continuity",
+            "confidence": "none",
+        }
+        for symbol in symbols:
+            if not isinstance(symbol, Mapping):
+                return False
+            base_keys = {
+                "id",
+                "handle",
+                "name",
+                "qualified_name",
+                "kind",
+                "identity_scope",
+                "lineage",
+            }
+            symbol_keys = set(symbol)
+            if symbol_keys not in (base_keys, base_keys | {"definition"}):
+                return False
+            if any(
+                not isinstance(symbol.get(key), str) or not symbol.get(key)
+                for key in ("id", "handle", "name", "qualified_name", "kind")
+            ):
+                return False
+            kind = symbol["kind"]
+            if kind not in {"module", "class", "function"}:
+                return False
+            if ("definition" in symbol) != (kind != "module"):
+                return False
+            qualified_name = symbol["qualified_name"]
+            expected_name = (
+                _module_name(path)
+                if kind == "module"
+                else qualified_name.rsplit(".", 1)[-1]
+            )
+            if symbol["name"] != expected_name:
+                return False
+            if symbol.get("identity_scope") != "path-qualified":
+                return False
+            if symbol.get("lineage") != expected_lineage:
+                return False
+            symbol_id = symbol["id"]
+            definition = symbol.get("definition") if kind != "module" else None
+            expected_id = _symbol_id(path, kind, qualified_name, definition)
+            expected_handle = (
+                f"python://{path}#{qualified_name}"
+                if definition is None
+                else f"python://{path}#{qualified_name}@{definition.split('#', 1)[1]}"
+            )
+            if (
+                symbol_id != expected_id
+                or symbol.get("handle")
+                != expected_handle
+                or symbol_id in symbol_ids
+            ):
+                return False
+            if "definition" in symbol and not _anchor_is_well_formed(
+                symbol["definition"], path
+            ):
+                return False
+            symbol_ids.add(symbol_id)
+            symbols_by_id[symbol_id] = symbol
+        if [symbol["id"] for symbol in symbols] != sorted(symbol_ids):
+            return False
+
+        occurrences = observation.get("occurrences")
+        if not isinstance(occurrences, list):
+            return False
+        occurrence_keys = {
+            "definition": {
+                "kind",
+                "name",
+                "symbol_id",
+                "scope_id",
+                "location",
+                "confidence",
+            },
+            "import": {"kind", "name", "scope_id", "location", "confidence"},
+            "reference": {
+                "kind",
+                "name",
+                "role",
+                "scope_id",
+                "location",
+                "confidence",
+                "context",
+            },
+        }
+        for occurrence in occurrences:
+            if not isinstance(occurrence, Mapping):
+                return False
+            kind = occurrence.get("kind")
+            if kind not in occurrence_keys or set(occurrence) != occurrence_keys[kind]:
+                return False
+            if (
+                not isinstance(occurrence.get("name"), str)
+                or not occurrence["name"]
+                or occurrence.get("scope_id") not in symbol_ids
+                or not _anchor_is_well_formed(occurrence.get("location"), path)
+            ):
+                return False
+            if occurrence.get("confidence") not in {"medium", "high"}:
+                return False
+            if kind == "definition":
+                symbol_id = occurrence.get("symbol_id")
+                if (
+                    symbol_id not in symbol_ids
+                    or symbols_by_id[symbol_id].get("name") != occurrence["name"]
+                    or occurrence.get("confidence") != "high"
+                ):
+                    return False
+            elif kind == "import":
+                if occurrence.get("confidence") != "high":
+                    return False
+            else:
+                role = occurrence.get("role")
+                if role not in {"read", "write"} or occurrence.get("context") not in {
+                    "load",
+                    "store",
+                    "del",
+                }:
+                    return False
+                if occurrence["confidence"] != (
+                    "high" if role == "write" else "medium"
+                ):
+                    return False
+        if [
+            (item["location"], item["kind"], item["name"])
+            for item in occurrences
+        ] != sorted(
+            (item["location"], item["kind"], item["name"])
+            for item in occurrences
+        ):
+            return False
+
+        relations = observation.get("relations")
+        if not isinstance(relations, list):
+            return False
+        relation_ids: set[str] = set()
+        for relation in relations:
+            if not isinstance(relation, Mapping) or set(relation) != {
+                "id",
+                "relation_kind",
+                "from_id",
+                "to_id",
+                "target",
+                "occurrence",
+                "confidence",
+                "provenance",
+            }:
+                return False
+            if any(
+                not isinstance(relation.get(key), str) or not relation.get(key)
+                for key in (
+                    "id",
+                    "relation_kind",
+                    "from_id",
+                    "to_id",
+                    "target",
+                    "occurrence",
+                    "confidence",
+                    "provenance",
+                )
+            ):
+                return False
+            relation_kind = relation["relation_kind"]
+            if relation_kind not in {"contains", "imports", "calls"}:
+                return False
+            expected_confidence = "high" if relation_kind in {"contains", "imports"} else "medium"
+            if (
+                relation["from_id"] not in symbol_ids
+                or not _anchor_is_well_formed(relation["occurrence"], path)
+                or relation["confidence"] != expected_confidence
+                or relation["provenance"] != "python-ast"
+            ):
+                return False
+            expected_relation_id = _digest_payload(
+                {
+                    "kind": relation_kind,
+                    "source": relation["from_id"],
+                    "target": relation["target"],
+                    "anchor": relation["occurrence"],
+                }
+            )
+            if relation["id"] != (
+                f"relation:python:{expected_relation_id.removeprefix('sha256:')}"
+            ) or relation["id"] in relation_ids:
+                return False
+            if relation_kind == "contains":
+                target = symbols_by_id.get(relation["to_id"])
+                if target is None or target.get("qualified_name") != relation["target"]:
+                    return False
+            elif relation["to_id"] != _unresolved_id(relation["target"]):
+                return False
+            relation_ids.add(relation["id"])
+        if [relation["id"] for relation in relations] != sorted(relation_ids):
+            return False
+        return True
+
+    def _lifecycle_matches_config(
+        self,
+        lifecycle: Any,
+        *,
+        evidence: Mapping[str, Any] | None = None,
+    ) -> bool:
+        """Accept only a lifecycle surface emitted for this exact config."""
+
+        return any(
+            lifecycle
+            == self._lifecycle_surface(
+                last_good_available=available,
+                evidence=evidence,
+            )
+            for available in (False, True)
+        )
+
+    def _persisted_machine_binding_is_well_formed(
+        self,
+        binding: Any,
+        source_epoch: str,
+    ) -> bool:
+        """Validate capture-time posture without making it a freshness gate.
+
+        The source snapshot is independently useful after machine health has
+        expired.  Its stable machine identity must still match this config,
+        while observed/verified fields are retained as historical evidence and
+        are not re-emitted as current posture by ``status``.
+        """
+
+        if not isinstance(binding, Mapping):
+            return False
+        expected = self._machine_binding_envelope(source_epoch)
+        expected_stable = _machine_binding_stable_projection(expected)
+        actual_stable = _machine_binding_stable_projection(binding)
+        if actual_stable is None or actual_stable != expected_stable:
+            return False
+        if not set(binding).issubset(set(expected) | {"verified_evidence"}):
+            return False
+
+        runtime_binding = binding.get("runtime_binding")
+        if not isinstance(runtime_binding, Mapping) or set(runtime_binding) != {
+            "source_root",
+            "state_root",
+            "state_relative_root",
+            "source_epoch",
+        }:
+            return False
+        if (
+            runtime_binding.get("source_root") != str(self.config.source_root)
+            or runtime_binding.get("state_root") != str(self.config.state_root)
+            or runtime_binding.get("state_relative_root")
+            != self.config.state_relative_root
+            or runtime_binding.get("source_epoch") != source_epoch
+        ):
+            return False
+
+        installation = binding.get("installation")
+        if not isinstance(installation, Mapping):
+            return False
+        installation_state = installation.get("state")
+        expected_installation_keys = {
+            "identity",
+            "state",
+        }
+        if installation_state == "verified":
+            expected_installation_keys.add("evidence_class")
+        if (
+            set(installation) != expected_installation_keys
+            or not isinstance(installation.get("identity"), str)
+            or not installation.get("identity")
+            or installation_state not in {"source-candidate", "verified"}
+        ):
+            return False
+        if installation_state == "source-candidate" and installation.get(
+            "identity"
+        ) != self.config.machine_binding_identity["installation_identity"]:
+            return False
+        if installation_state == "verified" and installation.get(
+            "evidence_class"
+        ) != MACHINE_EVIDENCE_CLASS:
+            return False
+
+        for name, allowed_states in (
+            ("trust_binding", {"not-admitted", "trusted"}),
+            ("admission", {"unknown", "admitted"}),
+        ):
+            component = binding.get(name)
+            if not isinstance(component, Mapping):
+                return False
+            expected_component_keys = {"owner", "state"}
+            if component.get("state") == ("trusted" if name == "trust_binding" else "admitted"):
+                expected_component_keys.add("evidence_class")
+            if (
+                set(component) != expected_component_keys
+                or component.get("owner") != "abyss-machine"
+                or component.get("state") not in allowed_states
+            ):
+                return False
+            if "evidence_class" in component and component.get(
+                "evidence_class"
+            ) != MACHINE_EVIDENCE_CLASS:
+                return False
+
+        live_measurement = binding.get("live_measurement")
+        if not isinstance(live_measurement, Mapping):
+            return False
+        live_base_keys = {
+            "required_for_admission",
+            "state",
+            "owner",
+            "claim",
+        }
+        if (
+            live_measurement.get("required_for_admission") is not True
+            or live_measurement.get("owner") != "abyss-machine"
+            or live_measurement.get("claim")
+            != "No host health, resource health, installation, or admission is observed"
+        ):
+            return False
+        if live_measurement.get("state") == "unobserved":
+            if set(live_measurement) != live_base_keys:
+                return False
+        elif live_measurement.get("state") == "observed":
+            if set(live_measurement) != live_base_keys | {
+                "evidence_class",
+                "measurement_ref",
+                "observed_at",
+            }:
+                return False
+            if live_measurement.get("evidence_class") != MACHINE_EVIDENCE_CLASS:
+                return False
+            if not all(
+                isinstance(live_measurement.get(key), str)
+                and bool(live_measurement.get(key))
+                for key in ("measurement_ref", "observed_at")
+            ):
+                return False
+        else:
+            return False
+
+        verified_evidence = binding.get("verified_evidence")
+        if verified_evidence is not None:
+            if not isinstance(verified_evidence, Mapping):
+                return False
+            required_keys = {
+                "schema_version",
+                "evidence_class",
+                "issuer",
+                "receipt_id",
+                "receipt_digest",
+                "subject",
+                "installation_state",
+                "admission_state",
+                "health_state",
+                "health_observed_at",
+                "provider_count",
+                "observation_count",
+                "second_language_observed",
+                "lsp_session_count",
+                "lifecycle_state",
+                "providers_digest",
+                "observations_digest",
+                "lsp_sessions_digest",
+                "lifecycle_digest",
+                "claim_limits",
+            }
+            if set(verified_evidence) != required_keys:
+                return False
+            if (
+                verified_evidence.get("schema_version") != MACHINE_EVIDENCE_SCHEMA
+                or verified_evidence.get("evidence_class") != MACHINE_EVIDENCE_CLASS
+                or verified_evidence.get("issuer") != "abyss-machine"
+                or not _is_sha256_reference(verified_evidence.get("receipt_digest"))
+                or not isinstance(verified_evidence.get("subject"), Mapping)
+                or not isinstance(verified_evidence.get("claim_limits"), list)
+            ):
+                return False
+        expected_verified_evidence = self._captured_machine_evidence_summary
+        if expected_verified_evidence is not None:
+            dynamic_posture_is_verified = (
+                installation_state == "verified"
+                or binding["trust_binding"].get("state") == "trusted"
+                or binding["admission"].get("state") == "admitted"
+                or live_measurement.get("state") == "observed"
+            )
+            if dynamic_posture_is_verified:
+                if verified_evidence != expected_verified_evidence:
+                    return False
+            elif (
+                verified_evidence is not None
+                and verified_evidence != expected_verified_evidence
+            ):
+                return False
+        if not isinstance(self.config.machine_evidence, _AuthenticatedMachineEvidence):
+            if (
+                installation_state != "source-candidate"
+                or binding["trust_binding"].get("state") != "not-admitted"
+                or binding["admission"].get("state") != "unknown"
+                or live_measurement.get("state") != "unobserved"
+                or verified_evidence is not None
+            ):
+                return False
+        return True
+
+    def _persisted_state_is_well_formed(self, state: Mapping[str, Any]) -> bool:
+        """Reject structurally corrupted state before it can be queried.
+
+        The state files are runtime outputs, not signed artifacts. Identity
+        binding alone is therefore insufficient: a locally modified file must
+        not become a trusted query surface merely because its provider and
+        config fields still match.
+        """
+
+        expected_keys = {
+            "schema_version",
+            "status",
+            "state",
+            "observed_at",
+            "provider",
+            "machine_consumer_abi",
+            "config",
+            "source",
+            "machine_binding",
+            "observation_envelope",
+            "observation_lanes",
+            "provider_workers",
+            "lsp_sessions",
+            "lifecycle",
+            "owner_review",
+            "files",
+            "summary",
+            "invalidation",
+            "freshness",
+            "degradation",
+            "fallback",
+            "provenance",
+        }
+        if set(state) != expected_keys:
+            return False
+        status = state.get("status")
+        if status not in {"current", "degraded"} or state.get("state") != status:
+            return False
+        if not isinstance(state.get("observed_at"), str) or not state["observed_at"]:
+            return False
+
+        source = state.get("source")
+        if not isinstance(source, Mapping) or set(source) != {
+            "root",
+            "source_epoch",
+            "file_count",
+        }:
+            return False
+        if source.get("root") != str(self.config.source_root):
+            return False
+        source_epoch = source.get("source_epoch")
+        if not _is_sha256_reference(source_epoch):
+            return False
+        file_count = source.get("file_count")
+        if isinstance(file_count, bool) or not isinstance(file_count, int):
+            return False
+
+        files = state.get("files")
+        if not isinstance(files, Mapping):
+            return False
+        record_keys = {"path", "content_digest", "size_bytes", "observation", "diagnostics"}
+        symbol_count = 0
+        occurrence_count = 0
+        relation_count = 0
+        serialized_observation_bytes = 0
+        diagnostic_records: list[dict[str, Any]] = []
+        for path, record in files.items():
+            if (
+                not isinstance(path, str)
+                or not path
+                or "\\" in path
+                or Path(path).is_absolute()
+                or any(part in {"", ".", ".."} for part in Path(path).parts)
+                or not isinstance(record, Mapping)
+                or set(record) != record_keys
+                or record.get("path") != path
+                or not _is_sha256_reference(record.get("content_digest"))
+            ):
+                return False
+            size_bytes = record.get("size_bytes")
+            if isinstance(size_bytes, bool) or not isinstance(size_bytes, int) or size_bytes < 0:
+                return False
+            diagnostics = record.get("diagnostics")
+            if not isinstance(diagnostics, list):
+                return False
+            for diagnostic in diagnostics:
+                if (
+                    not isinstance(diagnostic, Mapping)
+                    or set(diagnostic) != {"code", "severity", "message"}
+                    or any(
+                        not isinstance(diagnostic.get(key), str) or not diagnostic.get(key)
+                        for key in ("code", "severity", "message")
+                    )
+                ):
+                    return False
+                diagnostic_records.append(
+                    {**dict(diagnostic), "path": path}
+                )
+            observation = record.get("observation")
+            if observation is None:
+                if not diagnostics:
+                    return False
+                continue
+            if not self._observation_is_well_formed(
+                observation,
+                path=path,
+                content_digest=record["content_digest"],
+            ):
+                return False
+            try:
+                serialized_observation_bytes += len(
+                    _canonical_json(record).encode("utf-8")
+                )
+            except (TypeError, ValueError):
+                return False
+            if serialized_observation_bytes > OBSERVATION_MAX_SERIALIZED_BYTES:
+                return False
+            symbol_count += len(observation["symbols"])
+            occurrence_count += len(observation["occurrences"])
+            relation_count += len(observation["relations"])
+
+        if file_count != len(files):
+            return False
+        if source_epoch != self._source_epoch(files):
+            return False
+        if not self._persisted_machine_binding_is_well_formed(
+            state.get("machine_binding"), source_epoch
+        ):
+            return False
+        summary = state.get("summary")
+        expected_summary = {
+            "source_file_count": len(files),
+            "symbol_count": symbol_count,
+            "occurrence_count": occurrence_count,
+            "relation_count": relation_count,
+            "diagnostic_count": len(diagnostic_records),
+        }
+        if summary != expected_summary:
+            return False
+        degradation = state.get("degradation")
+        if degradation != diagnostic_records or (status == "current") != (not degradation):
+            return False
+
+        invalidation = state.get("invalidation")
+        if not isinstance(invalidation, Mapping) or set(invalidation) != {
+            "changed_paths",
+            "added_paths",
+            "deleted_paths",
+            "dependency_impacted_paths",
+            "invalidated_paths",
+            "reused_paths",
+            "full_rebuild",
+            "blast_radius_universe",
+            "blast_radius",
+        }:
+            return False
+
+        def path_list(value: Any) -> list[str] | None:
+            if not isinstance(value, list) or any(
+                not isinstance(item, str)
+                or not item
+                or "\\" in item
+                or Path(item).is_absolute()
+                or any(part in {"", ".", ".."} for part in Path(item).parts)
+                for item in value
+            ):
+                return None
+            if value != sorted(set(value)):
+                return None
+            return list(value)
+
+        changed = path_list(invalidation.get("changed_paths"))
+        added = path_list(invalidation.get("added_paths"))
+        deleted = path_list(invalidation.get("deleted_paths"))
+        impacted = path_list(invalidation.get("dependency_impacted_paths"))
+        invalidated = path_list(invalidation.get("invalidated_paths"))
+        reused = path_list(invalidation.get("reused_paths"))
+        if any(item is None for item in (changed, added, deleted, impacted, invalidated, reused)):
+            return False
+        universe = invalidation.get("blast_radius_universe")
+        if not isinstance(universe, Mapping) or set(universe) != {"kind", "count", "paths"}:
+            return False
+        universe_paths = path_list(universe.get("paths"))
+        universe_count = universe.get("count")
+        if (
+            universe.get("kind") != "previous-and-current-source-files"
+            or universe_paths is None
+            or isinstance(universe_count, bool)
+            or not isinstance(universe_count, int)
+            or universe_count != len(universe_paths)
+            or universe_count < 0
+        ):
+            return False
+        if not set(invalidated or []).issubset(set(universe_paths)):
+            return False
+        if not set(added or []).issubset(set(changed or [])):
+            return False
+        if not set(reused or []).issubset(set(files)):
+            return False
+        if invalidation.get("full_rebuild") is not True and invalidation.get("full_rebuild") is not False:
+            return False
+        blast_radius = invalidation.get("blast_radius")
+        if (
+            isinstance(blast_radius, bool)
+            or not isinstance(blast_radius, (int, float))
+            or not 0.0 <= float(blast_radius) <= 1.0
+            or blast_radius
+            != round((len(invalidated or []) / universe_count) if universe_count else 0.0, 6)
+        ):
+            return False
+
+        envelope = state.get("observation_envelope")
+        if not isinstance(envelope, Mapping) or set(envelope) != {
+            "schema_version",
+            "layer",
+            "status",
+            "source_epoch",
+            "provider",
+            "machine_binding",
+            "source",
+            "invalidation",
+            "diagnostic_count",
+            "claim_limits",
+        }:
+            return False
+        envelope_source = envelope.get("source")
+        if (
+            envelope.get("schema_version") != OBSERVATION_ENVELOPE_SCHEMA
+            or envelope.get("layer") != "LIVE"
+            or envelope.get("status") != status
+            or envelope.get("source_epoch") != source_epoch
+            or envelope.get("provider") != self.config.provider_identity
+            or envelope.get("machine_binding") != state.get("machine_binding")
+            or envelope.get("invalidation") != invalidation
+            or envelope.get("diagnostic_count") != len(diagnostic_records)
+            or not isinstance(envelope_source, Mapping)
+            or envelope_source != {
+                "root": str(self.config.source_root),
+                "file_count": len(files),
+                "bytes_scanned": sum(int(record["size_bytes"]) for record in files.values()),
+            }
+        ):
+            return False
+
+        freshness = state.get("freshness")
+        if freshness != {
+            "layer": "LIVE",
+            "source_epoch": source_epoch,
+            "provider": self.config.provider_identity,
+            "confidence": "observed" if status == "current" else "degraded",
+        }:
+            return False
+        fallback = state.get("fallback")
+        if status == "current":
+            if fallback is not None:
+                return False
+        elif fallback is not None and (
+            not isinstance(fallback, Mapping)
+            or set(fallback) != {"state", "source_epoch"}
+            or fallback.get("state") not in {"current", "last-good"}
+            or not _is_sha256_reference(fallback.get("source_epoch"))
+        ):
+            return False
+        provenance = state.get("provenance")
+        if provenance != {
+            "runtime_owner": "abyss-stack",
+            "observation_meaning_owner": "aoa-kag",
+            "proof_owner": "aoa-evals",
+            "source_kind": "working_tree",
+            "full_rebuild": invalidation.get("full_rebuild"),
+        }:
+            return False
+        if not self._persisted_invalidation_matches_source(
+            state=state,
+            source_epoch=source_epoch,
+            files=files,
+        ):
+            return False
+        if not self._persisted_observations_match_source(
+            source_epoch=source_epoch,
+            files=files,
+        ):
+            return False
+        return True
+
+    @staticmethod
+    def _observation_output_limit_diagnostic() -> dict[str, str]:
+        return {
+            "code": "observation_output_limit",
+            "severity": "error",
+            "message": (
+                "serialized provider observations exceeded the authored "
+                f"aggregate envelope of {OBSERVATION_MAX_SERIALIZED_BYTES} bytes "
+                "before promotion"
+            ),
+        }
+
+    @staticmethod
+    def _transition_digest(
+        files: Mapping[str, Mapping[str, Any]],
+        invalidation: Mapping[str, Any],
+    ) -> str:
+        return _digest_payload(
+            {"files": dict(files), "invalidation": dict(invalidation)}
+        )
+
+    def _historical_trust_record_directory(self, source_epoch: str) -> Path | None:
+        if self.historical_trust_path is None or not _is_sha256_reference(source_epoch):
+            return None
+        return self.historical_trust_path / source_epoch.removeprefix("sha256:")
+
+    def _historical_trust_key(self) -> bytes | None:
+        """Read the owner-supplied key without accepting mutable state data.
+
+        The key is deliberately outside both the source tree and the mutable
+        runtime state root.  A private, non-symlinked regular file with no
+        group/world permissions is required.  The machine owner may place it
+        behind its own protected storage or secret-delivery boundary; the
+        default machine path additionally requires root ownership. This
+        provider never creates, rotates, or copies the key.
+        """
+
+        path = self.config.historical_trust_key_path
+        if path is None:
+            return None
+        try:
+            if _contains_symlink(path) or not path.is_file():
+                return None
+            metadata = path.stat()
+            if (
+                not stat.S_ISREG(metadata.st_mode)
+                or metadata.st_mode & 0o077
+                or metadata.st_size != HISTORICAL_TRUST_KEY_BYTES
+                or (
+                    path == DEFAULT_HISTORICAL_TRUST_KEY_PATH
+                    and metadata.st_uid != 0
+                )
+            ):
+                return None
+            key = path.read_bytes()
+        except (OSError, UnicodeError):
+            return None
+        return key if len(key) == HISTORICAL_TRUST_KEY_BYTES else None
+
+    def _historical_trust_auth_tag(self, record: Mapping[str, Any]) -> str | None:
+        key = self._historical_trust_key()
+        if key is None:
+            return None
+        unsigned = dict(record)
+        unsigned.pop("auth_tag", None)
+        tag = hmac.new(
+            key,
+            _canonical_json(unsigned).encode("utf-8"),
+            hashlib.sha256,
+        ).hexdigest()
+        return f"sha256:{tag}"
+
+    def _read_historical_trust_records(
+        self,
+        source_epoch: str,
+    ) -> list[dict[str, Any]] | None:
+        """Read durable epoch records, distinguishing absent from corrupt."""
+
+        directory = self._historical_trust_record_directory(source_epoch)
+        if directory is None:
+            return None
+        try:
+            key = self._historical_trust_key()
+            if key is None:
+                key_path = self.config.historical_trust_key_path
+                # No owner key means no historical trust surface has been
+                # provisioned yet.  Treat that as absent; a present but
+                # malformed/unreadable key is instead a fail-closed boundary.
+                if key_path is None or not key_path.exists():
+                    return None
+                return []
+            if not self.historical_trust_path.exists():
+                return None
+            if (
+                _contains_symlink(self.historical_trust_path)
+                or not self.historical_trust_path.is_dir()
+                or _contains_symlink(directory)
+            ):
+                return []
+            if not directory.exists():
+                return None
+            if not directory.is_dir():
+                return []
+            records: list[dict[str, Any]] = []
+            expected_keys = {
+                "schema_version",
+                "owner",
+                "provider",
+                "config_digest",
+                "source_root",
+                "source_epoch",
+                "observation_digest",
+                "transition_digest",
+                "algorithm",
+                "key_ref",
+                "auth_tag",
+            }
+            for path in sorted(directory.iterdir(), key=lambda item: item.name):
+                if (
+                    path.name.startswith(".")
+                    and path.name.endswith(".tmp")
+                ):
+                    # A writer may still be syncing its private publication
+                    # inode.  It is intentionally not a trust record and must
+                    # not turn a concurrent reader's existing final record
+                    # into a false conflict.
+                    continue
+                if path.suffix != ".json" or _contains_symlink(path):
+                    return []
+                metadata = path.stat()
+                if not stat.S_ISREG(metadata.st_mode) or metadata.st_mode & 0o222:
+                    return []
+                payload = json.loads(path.read_text(encoding="utf-8"))
+                if not isinstance(payload, Mapping):
+                    return []
+                if (
+                    set(payload) != expected_keys
+                    or payload.get("schema_version") != HISTORICAL_TRUST_SCHEMA
+                    or payload.get("owner") != "abyss-stack"
+                    or payload.get("provider") != self.config.provider_identity
+                    or payload.get("config_digest") != self.config.config_digest
+                    or payload.get("source_root") != str(self.config.source_root)
+                    or payload.get("source_epoch") != source_epoch
+                    or not _is_sha256_reference(payload.get("observation_digest"))
+                    or not _is_sha256_reference(payload.get("transition_digest"))
+                    or payload.get("algorithm") != HISTORICAL_TRUST_ALGORITHM
+                    or payload.get("key_ref")
+                    != str(self.config.historical_trust_key_path)
+                    or not _is_sha256_reference(payload.get("auth_tag"))
+                    or path.stem
+                    != str(payload["transition_digest"]).removeprefix("sha256:")
+                    or not hmac.compare_digest(
+                        str(payload["auth_tag"]),
+                        self._historical_trust_auth_tag(payload) or "",
+                    )
+                ):
+                    return []
+                records.append(dict(payload))
+            return records
+        except (OSError, UnicodeError, json.JSONDecodeError):
+            return []
+
+    def _read_historical_trust_record(
+        self,
+        source_epoch: str,
+        transition_digest: str | None = None,
+    ) -> dict[str, Any] | None:
+        records = self._read_historical_trust_records(source_epoch)
+        if records is None:
+            return None
+        if transition_digest is None:
+            return records[0] if records else {}
+        return next(
+            (
+                record
+                for record in records
+                if record.get("transition_digest") == transition_digest
+            ),
+            {},
+        )
+
+    def _persist_historical_trust_record(
+        self,
+        state: Mapping[str, Any],
+    ) -> None:
+        """Persist a successful epoch's exact observation/transition digests.
+
+        The record is fully written and synced in a private temporary file,
+        then published with an atomic no-replace link.  A later process may
+        consume an existing record but cannot replace it; a conflicting record
+        is a hard failure.  This store is deliberately separate from mutable
+        lifecycle receipts and state pointers.
+        """
+
+        if self.config.historical_trust_root is None:
+            # A source-only caller has no owner-boundary storage.  Keep the
+            # current process usable, but never create a mutable state-root
+            # record that a later process could mistake for an authenticator.
+            return
+        source_epoch = self._state_epoch(state)
+        if source_epoch is None or state.get("status") != "current":
+            raise LiveCodeIntelligenceError(
+                "historical trust requires a current state with a source epoch"
+            )
+        directory = self._historical_trust_record_directory(source_epoch)
+        if directory is None:
+            raise LiveCodeIntelligenceError(
+                "historical trust source epoch must be a SHA-256 reference"
+            )
+        transition_digest = self._transition_digest(
+            state["files"], state["invalidation"]
+        )
+        path = directory / f"{transition_digest.removeprefix('sha256:')}.json"
+        key = self._historical_trust_key()
+        if key is None:
+            key_path = self.config.historical_trust_key_path
+            if key_path is None or not key_path.exists():
+                # The machine owner has not provisioned the optional durable
+                # trust boundary yet.  Keep source-only refresh usable while
+                # refusing to create an unauthenticated record.
+                return
+            raise LiveCodeIntelligenceError(
+                "owner historical trust key is unavailable or not private"
+            )
+        record = {
+            "schema_version": HISTORICAL_TRUST_SCHEMA,
+            "owner": "abyss-stack",
+            "provider": copy.deepcopy(self.config.provider_identity),
+            "config_digest": self.config.config_digest,
+            "source_root": str(self.config.source_root),
+            "source_epoch": source_epoch,
+            "observation_digest": _digest_payload(state["files"]),
+            "transition_digest": transition_digest,
+            "algorithm": HISTORICAL_TRUST_ALGORITHM,
+            "key_ref": str(self.config.historical_trust_key_path),
+        }
+        record["auth_tag"] = self._historical_trust_auth_tag(record)
+        if not isinstance(record["auth_tag"], str):
+            raise LiveCodeIntelligenceError(
+                "owner historical trust record could not be authenticated"
+            )
+        try:
+            if _contains_symlink(self.historical_trust_path):
+                raise LiveCodeIntelligenceError(
+                    "historical trust directory must not contain symlinks"
+                )
+            self.historical_trust_path.mkdir(parents=True, exist_ok=True)
+            if (
+                not self.historical_trust_path.is_dir()
+                or self.historical_trust_path.is_symlink()
+            ):
+                raise LiveCodeIntelligenceError(
+                    "historical trust path must be a real directory"
+                )
+            directory.mkdir(parents=True, exist_ok=True)
+            if directory.is_symlink() or not directory.is_dir():
+                raise LiveCodeIntelligenceError(
+                    "historical trust epoch path must be a real directory"
+                )
+            descriptor: int | None = None
+            temporary_path: Path | None = None
+            try:
+                descriptor, temporary_name = tempfile.mkstemp(
+                    prefix=f".{transition_digest.removeprefix('sha256:')}.",
+                    suffix=".tmp",
+                    dir=str(directory),
+                )
+                temporary_path = Path(temporary_name)
+                encoded = (
+                    _canonical_json(record) + "\n"
+                ).encode("utf-8")
+                offset = 0
+                while offset < len(encoded):
+                    offset += os.write(descriptor, encoded[offset:])
+                os.fchmod(descriptor, 0o400)
+                os.fsync(descriptor)
+                os.close(descriptor)
+                descriptor = None
+                try:
+                    # Hard-linking the completed temporary inode gives the
+                    # final name atomically without allowing an existing
+                    # authenticated record to be replaced.
+                    os.link(temporary_path, path)
+                except FileExistsError:
+                    existing = self._read_historical_trust_record(
+                        source_epoch, transition_digest
+                    )
+                    if existing != record:
+                        raise LiveCodeIntelligenceError(
+                            "historical trust record conflicts with the admitted epoch"
+                        )
+                else:
+                    directory_descriptor: int | None = None
+                    try:
+                        directory_flags = os.O_RDONLY
+                        if hasattr(os, "O_DIRECTORY"):
+                            directory_flags |= os.O_DIRECTORY
+                        directory_descriptor = os.open(directory, directory_flags)
+                        os.fsync(directory_descriptor)
+                    finally:
+                        if directory_descriptor is not None:
+                            os.close(directory_descriptor)
+            finally:
+                if descriptor is not None:
+                    os.close(descriptor)
+                if temporary_path is not None:
+                    try:
+                        temporary_path.unlink()
+                    except FileNotFoundError:
+                        pass
+        except LiveCodeIntelligenceError:
+            raise
+        except OSError as exc:
+            raise LiveCodeIntelligenceError(
+                "unable to persist historical trust record"
+            ) from exc
+
+    def _bound_observation_records(
+        self,
+        records: MutableMapping[str, dict[str, Any]],
+    ) -> None:
+        """Bound parsed and reused observations before a state is promoted."""
+
+        serialized_bytes = 0
+        budget_exceeded = False
+        for path in sorted(records):
+            record = records[path]
+            observation = record.get("observation")
+            if not isinstance(observation, Mapping):
+                continue
+            if budget_exceeded:
+                record["observation"] = None
+                record["diagnostics"] = [
+                    *(
+                        dict(item)
+                        for item in record.get("diagnostics", [])
+                        if isinstance(item, Mapping)
+                    ),
+                    self._observation_output_limit_diagnostic(),
+                ]
+                continue
+            try:
+                record_bytes = len(_canonical_json(record).encode("utf-8"))
+            except (TypeError, ValueError) as exc:
+                raise LiveCodeIntelligenceError(
+                    f"provider observation for {path} is not serializable"
+                ) from exc
+            if serialized_bytes + record_bytes <= OBSERVATION_MAX_SERIALIZED_BYTES:
+                serialized_bytes += record_bytes
+                continue
+            budget_exceeded = True
+            record["observation"] = None
+            record["diagnostics"] = [
+                *(
+                    dict(item)
+                    for item in record.get("diagnostics", [])
+                    if isinstance(item, Mapping)
+                ),
+                self._observation_output_limit_diagnostic(),
+            ]
+
+    def _persisted_invalidation_matches_source(
+        self,
+        *,
+        state: Mapping[str, Any],
+        source_epoch: str,
+        files: Mapping[str, Mapping[str, Any]],
+    ) -> bool:
+        """Authenticate transition metadata before exposing persisted state."""
+
+        actual_digest = self._transition_digest(files, state["invalidation"])
+        durable_records = self._read_historical_trust_records(source_epoch)
+        if durable_records is not None:
+            return any(
+                record.get("transition_digest") == actual_digest
+                for record in durable_records
+            )
+        trusted_digest = self._trusted_transition_digests.get(source_epoch)
+        if trusted_digest is not None:
+            return trusted_digest == actual_digest
+        try:
+            scanned = self._scan()
+            if self._source_epoch(scanned) != source_epoch:
+                return False
+            predecessor_path = (
+                self.current_path
+                if state.get("status") == "degraded"
+                else self.last_good_path
+            )
+            predecessor = _read_json(predecessor_path)
+            if predecessor:
+                if predecessor.get("status") != "current":
+                    return False
+                predecessor_files = _state_files(predecessor)
+                predecessor_epoch = self._state_epoch(predecessor)
+                if predecessor_epoch is None:
+                    return False
+                if predecessor_epoch != source_epoch:
+                    predecessor_digest = self._trusted_transition_digests.get(
+                        predecessor_epoch
+                    )
+                    if predecessor_digest != self._transition_digest(
+                        predecessor_files,
+                        predecessor.get("invalidation", {}),
+                    ):
+                        return False
+                elif self._source_epoch(predecessor_files) != predecessor_epoch:
+                    return False
+            else:
+                predecessor_files = {}
+                if state["invalidation"].get("full_rebuild") is not True:
+                    return False
+            expected = self._expected_invalidation(
+                scanned=scanned,
+                previous_files=predecessor_files,
+                full_rebuild=state["invalidation"]["full_rebuild"],
+            )
+            return dict(state["invalidation"]) == expected
+        except Exception:
+            return False
+
+    def _persisted_observations_match_source(
+        self,
+        *,
+        source_epoch: str,
+        files: Mapping[str, Mapping[str, Any]],
+    ) -> bool:
+        """Re-derive persisted rows from the epoch-bound source before use.
+
+        State files are runtime outputs rather than signed artifacts.  Their
+        shape and content digests therefore cannot authenticate observations:
+        a local writer could replace a symbol or relation while preserving
+        every structural field and the recorded epoch.  Re-reading and
+        parsing the current source binds every served observation to the
+        actual bytes represented by that epoch.
+        """
+
+        try:
+            scanned = self._scan()
+            if self._source_epoch(scanned) != source_epoch:
+                # A historical snapshot has no live source bytes to rederive
+                # against.  Consume only the separate, write-once epoch
+                # record; the ordinary refresh receipt remains integrity-only
+                # and cannot authenticate a same-UID replacement.
+                durable_records = self._read_historical_trust_records(source_epoch)
+                if durable_records is not None:
+                    return any(
+                        record.get("observation_digest")
+                        == _digest_payload(files)
+                        for record in durable_records
+                    )
+                return self._trusted_observation_digests.get(source_epoch) == (
+                    _digest_payload(files)
+                )
+            parsed, parse_diagnostics = self._run_provider_work_queue(
+                set(scanned), scanned
+            )
+            if parse_diagnostics:
+                return False
+            expected = {
+                path: {
+                    key: copy.deepcopy(value)
+                    for key, value in record.items()
+                    if key not in {"content", "scan_diagnostics"}
+                }
+                for path, record in parsed.items()
+            }
+            actual = {
+                path: copy.deepcopy(dict(record))
+                for path, record in files.items()
+            }
+            return actual == expected
+        except Exception:
+            return False
+
+    def _state_identity_matches_config(self, state: Mapping[str, Any]) -> bool:
+        if not self._persisted_state_is_well_formed(state):
+            return False
+        config = state.get("config")
+        source = state.get("source")
+        if (
+            state.get("schema_version") != STATE_SCHEMA
+            or state.get("provider") != self.config.provider_identity
+            or state.get("machine_consumer_abi") != MACHINE_CONSUMER_ABI
+            or not isinstance(config, Mapping)
+            or not isinstance(source, Mapping)
+        ):
+            return False
+        expected_config = {
+            "digest": self.config.config_digest,
+            "include_suffixes": list(self.config.include_suffixes),
+            "exclude_dirs": list(self.config.exclude_dirs),
+            "max_file_bytes": self.config.max_file_bytes,
+            "state_relative_root": self.config.state_relative_root,
+            "state_promotion": self.config.state_promotion,
+            "state_fallback": self.config.state_fallback,
+            "owner_boundaries": dict(self.config.owner_boundaries),
+        }
+        if dict(config) != expected_config or source.get("root") != str(
+            self.config.source_root
+        ):
+            return False
+        source_epoch = source.get("source_epoch")
+        if not isinstance(source_epoch, str) or not source_epoch:
+            return False
+        machine_binding = state.get("machine_binding")
+        if not self._persisted_machine_binding_is_well_formed(
+            machine_binding, source_epoch
+        ):
+            return False
+        observation_envelope = state.get("observation_envelope")
+        if not isinstance(observation_envelope, Mapping):
+            return False
+        if (
+            observation_envelope.get("schema_version") != OBSERVATION_ENVELOPE_SCHEMA
+            or observation_envelope.get("layer") != "LIVE"
+            or observation_envelope.get("source_epoch") != source_epoch
+            or observation_envelope.get("provider") != self.config.provider_identity
+            or observation_envelope.get("machine_binding")
+            != machine_binding
+        ):
+            return False
+        identity_evidence = self._current_machine_evidence()
+        if identity_evidence is None and isinstance(
+            self.config.machine_evidence, _AuthenticatedMachineEvidence
+        ):
+            # Reconstruct the capture-time dynamic surfaces for an otherwise
+            # valid persisted snapshot, while status/discover continue to use
+            # the fresh-only path above and therefore report stale posture.
+            identity_evidence = self.config.machine_evidence
+        lifecycle = state.get("lifecycle")
+        if not self._lifecycle_matches_config(
+            lifecycle,
+            evidence=identity_evidence,
+        ):
+            return False
+        lsp_sessions = state.get("lsp_sessions")
+        if (
+            not isinstance(lsp_sessions, Mapping)
+            or lsp_sessions.get("schema_version") != LSP_SESSION_SCHEMA
+            or lsp_sessions.get("owner") != "abyss-stack"
+            or not isinstance(lsp_sessions.get("sessions"), list)
+        ):
+            return False
+        if lsp_sessions != self._lsp_session_surface(evidence=identity_evidence):
+            return False
+        if state.get("observation_lanes") != self._observation_lanes(
+            evidence=identity_evidence
+        ):
+            return False
+        if state.get("provider_workers") != self._provider_worker_surface(
+            evidence=identity_evidence
+        ):
+            return False
+        owner_review = state.get("owner_review")
+        if (
+            not isinstance(owner_review, Mapping)
+            or dict(owner_review)
+            != self._owner_review_surface(evidence=identity_evidence)
+        ):
+            return False
+        files = state.get("files")
+        if not isinstance(files, Mapping):
+            return False
+        for path, record in files.items():
+            if not isinstance(record, Mapping):
+                return False
+            observation = record.get("observation")
+            if observation is not None and not self._observation_is_well_formed(
+                observation,
+                path=path,
+                content_digest=record.get("content_digest"),
+            ):
+                return False
+        return True
+
+    def _preferred_state(
+        self,
+        current: Mapping[str, Any],
+        last_good: Mapping[str, Any],
+    ) -> tuple[Mapping[str, Any], str] | tuple[None, None]:
+        if self._state_identity_matches_config(current) and current.get(
+            "status"
+        ) == "current":
+            return current, "current"
+        if self._state_identity_matches_config(last_good) and last_good.get(
+            "status"
+        ) == "current":
+            return last_good, "last-good"
+        return None, None
+
+    def _expected_invalidation(
+        self,
+        *,
+        scanned: Mapping[str, Mapping[str, Any]],
+        previous_files: Mapping[str, Mapping[str, Any]],
+        full_rebuild: bool,
+    ) -> dict[str, Any]:
+        """Derive the transition metadata from source and its prior state."""
+
+        current_meta = {
+            path: {
+                key: value
+                for key, value in item.items()
+                if key not in {"content", "scan_diagnostics"}
+            }
+            for path, item in scanned.items()
+        }
+        previous_meta = {
+            path: {
+                key: value
+                for key, value in item.items()
+                if key not in {"observation", "diagnostics"}
+            }
+            for path, item in previous_files.items()
+        }
+        content_changed = {
+            path
+            for path, item in current_meta.items()
+            if path not in previous_meta
+            or item.get("content_digest") != previous_meta[path].get("content_digest")
+            or item.get("size_bytes") != previous_meta[path].get("size_bytes")
+        }
+        deleted = set(previous_files).difference(current_meta)
+        dependency_impacted = (
+            set()
+            if full_rebuild
+            else self._dependency_impacts(
+                previous_files,
+                content_changed.union(deleted),
+            )
+        )
+        parse_paths = (
+            set(current_meta)
+            if full_rebuild
+            else content_changed.union(dependency_impacted)
+        )
+        stable_universe = set(previous_files).union(current_meta)
+        invalidated_paths = parse_paths.union(deleted)
+        stable_universe_count = len(stable_universe)
+        return {
+            "changed_paths": sorted(content_changed),
+            "added_paths": sorted(set(content_changed).difference(previous_files)),
+            "deleted_paths": sorted(deleted),
+            "dependency_impacted_paths": sorted(dependency_impacted),
+            "invalidated_paths": sorted(invalidated_paths),
+            "reused_paths": sorted(set(current_meta).difference(parse_paths)),
+            "full_rebuild": full_rebuild,
+            "blast_radius_universe": {
+                "kind": "previous-and-current-source-files",
+                "count": stable_universe_count,
+                "paths": sorted(stable_universe),
+            },
+            "blast_radius": round(
+                (len(invalidated_paths) / stable_universe_count)
+                if stable_universe_count
+                else 0.0,
+                6,
+            ),
+        }
+
+    def _refresh_unlocked(self, *, force_rebuild: bool = False) -> dict[str, Any]:
+        self._refresh_receipt_snapshot = None
+        self._refresh_attempt_source_epoch = None
+        scanned = self._scan()
+        source_epoch = self._source_epoch(scanned)
+        self._refresh_attempt_source_epoch = source_epoch
+        transition_receipt_path = self.receipts_path / (
+            f"{source_epoch.removeprefix('sha256:')}.json"
+        )
+        self._refresh_receipt_snapshot = (
+            transition_receipt_path,
+            _read_json(transition_receipt_path),
+        )
+        previous_current = _read_json(self.current_path)
+        existing_candidate = _read_json(self.candidate_path)
+        previous_files = _state_files(previous_current)
+        compatible = self._state_identity_matches_config(previous_current) and (
+            previous_current.get("status") == "current"
+        )
+        previous_epoch = (
+            str(previous_current.get("source", {}).get("source_epoch"))
+            if compatible and previous_current.get("source", {}).get("source_epoch")
+            else None
+        )
+        full_rebuild = force_rebuild or not compatible
+        invalidation = self._expected_invalidation(
+            scanned=scanned,
+            previous_files=previous_files,
+            full_rebuild=full_rebuild,
+        )
+        deleted = set(invalidation["deleted_paths"])
+        parse_paths = set(invalidation["invalidated_paths"]).difference(deleted)
+        records: dict[str, dict[str, Any]] = {}
+        reused: set[str] = set()
+        parsed, parse_diagnostics = self._run_provider_work_queue(parse_paths, scanned)
+        for path, metadata in scanned.items():
+            if path in parse_paths or path not in previous_files:
+                record = parsed.get(path)
+                if record is None:
+                    if not parse_diagnostics:
+                        raise LiveCodeIntelligenceError(
+                            f"provider did not return a record for {path}"
+                        )
+                    record = {
+                        "path": path,
+                        "content_digest": metadata["content_digest"],
+                        "size_bytes": int(metadata["size_bytes"]),
+                        "observation": None,
+                        "diagnostics": [
+                            dict(diagnostic) for diagnostic in parse_diagnostics
+                        ],
+                    }
+                records[path] = record
+            else:
+                records[path] = copy.deepcopy(previous_files[path])
+                reused.add(path)
+        self._bound_observation_records(records)
+        diagnostics = [
+            diagnostic
+            | {"path": path}
+            for path, record in records.items()
+            for diagnostic in record.get("diagnostics", [])
+        ]
+        invalidation["reused_paths"] = sorted(reused)
+        existing_last_good = _read_json(self.last_good_path)
+        last_good_available = bool(
+            self._state_identity_matches_config(existing_last_good)
+            and existing_last_good.get("status") == "current"
+        )
+        last_good_epoch = (
+            str(existing_last_good.get("source", {}).get("source_epoch"))
+            if last_good_available
+            else None
+        )
+        if (
+            not diagnostics
+            and compatible
+            and previous_epoch
+            and previous_epoch != source_epoch
+        ):
+            # The previous current state is promoted immediately below, so it
+            # becomes the post-refresh rollback target even when no older
+            # last-good file existed.
+            last_good_available = True
+        status = "degraded" if diagnostics else "current"
+        state = self._state_payload(
+            status=status,
+            source_epoch=source_epoch,
+            files=records,
+            invalidation=invalidation,
+            diagnostics=diagnostics,
+            previous_epoch=previous_epoch,
+            last_good_epoch=last_good_epoch,
+            full_rebuild=full_rebuild,
+            last_good_available=last_good_available,
+        )
+        self._prepare_receipt_directory()
+        try:
+            _write_json_atomic(self.candidate_path, state)
+            if status == "degraded":
+                self._write_receipt(
+                    state=state,
+                    outcome="degraded",
+                    previous_epoch=previous_epoch,
+                )
+                return state
+            if compatible and previous_epoch and previous_epoch != source_epoch:
+                _write_json_atomic(self.last_good_path, previous_current)
+            _write_json_atomic(self.current_path, state)
+            self._write_receipt(
+                state=state,
+                outcome="current",
+                previous_epoch=previous_epoch,
+            )
+            self._persist_historical_trust_record(state)
+            self.candidate_path.unlink(missing_ok=True)
+        except Exception:
+            if previous_current:
+                _write_json_atomic(self.current_path, previous_current)
+            else:
+                self.current_path.unlink(missing_ok=True)
+            if existing_last_good:
+                _write_json_atomic(self.last_good_path, existing_last_good)
+            else:
+                self.last_good_path.unlink(missing_ok=True)
+            self._restore_json_snapshot(self.candidate_path, existing_candidate)
+            if self._refresh_receipt_snapshot is not None:
+                receipt_path, receipt_snapshot = self._refresh_receipt_snapshot
+                self._restore_json_snapshot(receipt_path, receipt_snapshot)
+            raise
+        return state
+
+    def refresh(self) -> dict[str, Any]:
+        with self._refresh_lock():
+            state, _, _ = self._refresh_with_operation("refresh")
+            return state
+
+    def _write_operation_receipt(
+        self,
+        *,
+        operation: str,
+        state: str,
+        source_epoch: str | None,
+        previous_source_epoch: str | None = None,
+        target_source_epoch: str | None = None,
+    ) -> dict[str, Any]:
+        """Record the bounded, stack-local outcome of one lifecycle action.
+
+        The receipt is deliberately separate from ``current.json`` and
+        ``last-good.json``.  Those snapshots have a strict identity contract;
+        adding an operation marker to either would make a successful action
+        alter the observation it is meant to manage.  One receipt per action
+        keeps this audit surface bounded while still making the executable
+        route observable after the CLI process exits.
+        """
+
+        if operation not in PROVIDER_LIFECYCLE_OPERATIONS:
+            raise LiveCodeIntelligenceError(
+                f"unsupported lifecycle operation: {operation}"
+            )
+        if not state:
+            raise LiveCodeIntelligenceError("lifecycle operation state is required")
+        receipt = {
+            "schema_version": PROVIDER_OPERATION_SCHEMA,
+            "owner": "abyss-stack",
+            "operation": operation,
+            "state": state,
+            "observed_at": _now(),
+            "source_epoch": source_epoch,
+            "previous_source_epoch": previous_source_epoch,
+            "target_source_epoch": target_source_epoch,
+            "claim_limits": [
+                "this is stack-local source-state evidence, not deployed service lifecycle evidence",
+                "machine installation, admission, health, and provider activation remain outside this route",
+                "the operation receipt is not semantic proof or owner acceptance",
+            ],
+        }
+        self._prepare_operation_receipt_directory()
+        _write_json_atomic(
+            self.operation_receipts_path / f"{operation}.json",
+            receipt,
+        )
+        return receipt
+
+    @staticmethod
+    def _state_epoch(state: Mapping[str, Any]) -> str | None:
+        source = state.get("source")
+        epoch = source.get("source_epoch") if isinstance(source, Mapping) else None
+        return epoch if isinstance(epoch, str) and epoch else None
+
+    def _refresh_with_operation(
+        self,
+        operation: str,
+        *,
+        force_rebuild: bool = False,
+    ) -> tuple[dict[str, Any], str | None, dict[str, Any]]:
+        """Promote a refresh only when its lifecycle receipt also commits.
+
+        ``_refresh_unlocked`` owns the source transition receipt and the
+        candidate/current/last-good snapshots.  The outer operation receipt is
+        part of the same observable lifecycle action, so a publication error
+        restores every snapshot touched by the refresh before propagating the
+        error to the caller.
+        """
+
+        self._prepare_operation_receipt_directory()
+        previous_current = _read_json(self.current_path)
+        previous_last_good = _read_json(self.last_good_path)
+        previous_candidate = _read_json(self.candidate_path)
+        previous_epoch = self._state_epoch(previous_current)
+        operation_path = self.operation_receipts_path / f"{operation}.json"
+        previous_operation = _read_json(operation_path)
+        try:
+            state = (
+                self._refresh_unlocked(force_rebuild=True)
+                if force_rebuild
+                else self._refresh_unlocked()
+            )
+            source_epoch = self._state_epoch(state)
+            operation_state = (
+                "current" if state.get("status") == "current" else "degraded"
+            )
+            receipt = self._write_operation_receipt(
+                operation=operation,
+                state=operation_state,
+                source_epoch=source_epoch,
+                previous_source_epoch=previous_epoch,
+                target_source_epoch=source_epoch,
+            )
+            if source_epoch is not None:
+                self._trusted_observation_digests[source_epoch] = _digest_payload(
+                    state["files"]
+                )
+                self._trusted_transition_digests[source_epoch] = (
+                    self._transition_digest(state["files"], state["invalidation"])
+                )
+        except Exception:
+            self._restore_json_snapshot(self.current_path, previous_current)
+            self._restore_json_snapshot(self.last_good_path, previous_last_good)
+            self._restore_json_snapshot(self.candidate_path, previous_candidate)
+            self._restore_json_snapshot(operation_path, previous_operation)
+            if self._refresh_receipt_snapshot is not None:
+                transition_path, transition_snapshot = self._refresh_receipt_snapshot
+                self._restore_json_snapshot(transition_path, transition_snapshot)
+            try:
+                self._write_operation_receipt(
+                    operation=operation,
+                    state="failed",
+                    source_epoch=self._refresh_attempt_source_epoch or previous_epoch,
+                    previous_source_epoch=previous_epoch,
+                    target_source_epoch=None,
+                )
+            except Exception as receipt_exc:
+                raise LiveCodeIntelligenceError(
+                    "refresh failed and failed lifecycle operation receipt could not be recorded"
+                ) from receipt_exc
+            raise
+        finally:
+            self._refresh_attempt_source_epoch = None
+        return state, previous_epoch, receipt
+
+    def _state_pointer(
+        self,
+        state: Mapping[str, Any],
+        *,
+        label: str,
+        expected_status: str = "current",
+    ) -> dict[str, Any] | None:
+        """Return a compact pointer only for an identity-valid state snapshot."""
+
+        if not self._state_identity_matches_config(state):
+            return None
+        if state.get("status") != expected_status:
+            return None
+        source = state.get("source")
+        summary = state.get("summary")
+        if not isinstance(source, Mapping) or not isinstance(summary, Mapping):
+            return None
+        return {
+            "label": label,
+            "status": state["status"],
+            "source_epoch": source["source_epoch"],
+            "observed_at": state.get("observed_at"),
+            "summary": dict(summary),
+        }
+
+    def _operation_result(
+        self,
+        *,
+        operation: str,
+        state: str,
+        source_epoch: str | None,
+        receipt: Mapping[str, Any],
+        target: Mapping[str, Any] | None = None,
+        previous_source_epoch: str | None = None,
+        target_source_epoch: str | None = None,
+        details: Mapping[str, Any] | None = None,
+    ) -> dict[str, Any]:
+        result: dict[str, Any] = {
+            "schema_version": PROVIDER_OPERATION_SCHEMA,
+            "owner": "abyss-stack",
+            "operation": operation,
+            "state": state,
+            "source_epoch": source_epoch,
+            "previous_source_epoch": previous_source_epoch,
+            "target_source_epoch": target_source_epoch,
+            "target": copy.deepcopy(dict(target)) if target is not None else None,
+            "receipt": copy.deepcopy(dict(receipt)),
+            "claim_limits": [
+                "this result describes a bounded source-local lifecycle action",
+                "it does not establish deployed service restart, canary, rollback, health, or admission",
+                "runtime evidence remains distinct from semantic proof and owner acceptance",
+            ],
+        }
+        if details:
+            result.update(copy.deepcopy(dict(details)))
+        return result
+
+    def restart(self) -> dict[str, Any]:
+        """Rebuild the source observer under the runtime lifecycle lock.
+
+        The bootstrap provider has no resident daemon to signal.  A restart
+        therefore means a fresh, complete source scan and parse followed by
+        the ordinary candidate/current/last-good promotion rules.  It is a
+        real executable stack-local lifecycle action, without claiming that a
+        deployed provider process was restarted.
+        """
+
+        with self._refresh_lock():
+            refreshed, previous_epoch, receipt = self._refresh_with_operation(
+                "restart",
+                force_rebuild=True,
+            )
+            source_epoch = self._state_epoch(refreshed)
+            operation_state = (
+                "current" if refreshed.get("status") == "current" else "degraded"
+            )
+            target = self._state_pointer(
+                refreshed,
+                label="current" if operation_state == "current" else "candidate",
+                expected_status=operation_state,
+            )
+            return self._operation_result(
+                operation="restart",
+                state=operation_state,
+                source_epoch=source_epoch,
+                previous_source_epoch=previous_epoch,
+                target_source_epoch=source_epoch,
+                target=target,
+                receipt=receipt,
+                details={
+                    "rebuild": "full",
+                    "diagnostics": copy.deepcopy(refreshed.get("degradation", [])),
+                },
+            )
+
+    def last_good(self) -> dict[str, Any]:
+        """Expose the identity-validated rollback snapshot, if one exists."""
+
+        with self._refresh_lock():
+            self._prepare_operation_receipt_directory()
+            current = _read_json(self.current_path)
+            last_good = _read_json(self.last_good_path)
+            target = self._state_pointer(last_good, label="last-good")
+            current_epoch = self._state_epoch(current)
+            target_epoch = self._state_epoch(last_good) if target is not None else None
+            operation_state = "available" if target is not None else "unavailable"
+            receipt = self._write_operation_receipt(
+                operation="last_good",
+                state=operation_state,
+                source_epoch=current_epoch,
+                previous_source_epoch=current_epoch,
+                target_source_epoch=target_epoch,
+            )
+            return self._operation_result(
+                operation="last_good",
+                state=operation_state,
+                source_epoch=current_epoch,
+                previous_source_epoch=current_epoch,
+                target_source_epoch=target_epoch,
+                target=target,
+                receipt=receipt,
+            )
+
+    def canary(self) -> dict[str, Any]:
+        """Parse the current source tree without promoting it to runtime state."""
+
+        with self._refresh_lock():
+            self._prepare_operation_receipt_directory()
+            operation_path = self.operation_receipts_path / "canary.json"
+            previous_operation = _read_json(operation_path)
+            current = _read_json(self.current_path)
+            current_epoch = self._state_epoch(current)
+            self._refresh_attempt_source_epoch = None
+            try:
+                scanned = self._scan()
+                source_epoch = self._source_epoch(scanned)
+                self._refresh_attempt_source_epoch = source_epoch
+                records, parse_diagnostics = self._run_provider_work_queue(
+                    set(scanned), scanned
+                )
+                for path, metadata in scanned.items():
+                    if path in records:
+                        continue
+                    records[path] = {
+                        "path": path,
+                        "content_digest": metadata["content_digest"],
+                        "size_bytes": int(metadata["size_bytes"]),
+                        "observation": None,
+                        "diagnostics": [
+                            dict(diagnostic) for diagnostic in parse_diagnostics
+                        ],
+                    }
+                diagnostics = [
+                    diagnostic | {"path": path}
+                    for path, record in records.items()
+                    for diagnostic in record.get("diagnostics", [])
+                ]
+                operation_state = "passed" if not diagnostics else "failed"
+                receipt = self._write_operation_receipt(
+                    operation="canary",
+                    state=operation_state,
+                    source_epoch=source_epoch,
+                    previous_source_epoch=current_epoch,
+                    target_source_epoch=source_epoch,
+                )
+                return self._operation_result(
+                    operation="canary",
+                    state=operation_state,
+                    source_epoch=source_epoch,
+                    previous_source_epoch=current_epoch,
+                    target_source_epoch=source_epoch,
+                    receipt=receipt,
+                    details={
+                        "source": {
+                            "root": str(self.config.source_root),
+                            "source_file_count": len(scanned),
+                            "bytes_scanned": sum(
+                                int(item.get("size_bytes", 0))
+                                for item in scanned.values()
+                            ),
+                        },
+                        "diagnostics": diagnostics,
+                        "promotion": "none",
+                    },
+                )
+            except Exception:
+                self._restore_json_snapshot(operation_path, previous_operation)
+                try:
+                    self._write_operation_receipt(
+                        operation="canary",
+                        state="failed",
+                        source_epoch=self._refresh_attempt_source_epoch or current_epoch,
+                        previous_source_epoch=current_epoch,
+                        target_source_epoch=None,
+                    )
+                except Exception as receipt_exc:
+                    raise LiveCodeIntelligenceError(
+                        "canary failed and failed lifecycle receipt could not be recorded"
+                    ) from receipt_exc
+                raise
+            finally:
+                self._refresh_attempt_source_epoch = None
+
+    def rollback(self) -> dict[str, Any]:
+        """Restore the identity-valid last-good snapshot as current state."""
+
+        with self._refresh_lock():
+            self._prepare_operation_receipt_directory()
+            current = _read_json(self.current_path)
+            last_good = _read_json(self.last_good_path)
+            previous_candidate = _read_json(self.candidate_path)
+            previous_epoch = self._state_epoch(current)
+            target = self._state_pointer(last_good, label="last-good")
+            if target is None:
+                operation_path = self.operation_receipts_path / "rollback.json"
+                try:
+                    self._write_operation_receipt(
+                        operation="rollback",
+                        state="failed",
+                        source_epoch=previous_epoch,
+                        previous_source_epoch=previous_epoch,
+                        target_source_epoch=None,
+                    )
+                except Exception as receipt_exc:
+                    raise LiveCodeIntelligenceError(
+                        "rollback failed and failed lifecycle receipt could not be recorded"
+                    ) from receipt_exc
+                raise LiveCodeIntelligenceError(
+                    "rollback requires an identity-valid last-good state"
+                )
+            target_epoch = self._state_epoch(last_good)
+            if previous_epoch == target_epoch and self._state_pointer(
+                current, label="current"
+            ) is not None:
+                if self.candidate_path.is_symlink():
+                    raise LiveCodeIntelligenceError(
+                        "rollback candidate state must not be a symlink"
+                    )
+                operation_path = self.operation_receipts_path / "rollback.json"
+                previous_operation = _read_json(operation_path)
+                try:
+                    receipt = self._write_operation_receipt(
+                        operation="rollback",
+                        state="already-current",
+                        source_epoch=target_epoch,
+                        previous_source_epoch=previous_epoch,
+                        target_source_epoch=target_epoch,
+                    )
+                    self.candidate_path.unlink(missing_ok=True)
+                except Exception:
+                    self._restore_json_snapshot(self.candidate_path, previous_candidate)
+                    self._restore_json_snapshot(operation_path, previous_operation)
+                    raise
+                return self._operation_result(
+                    operation="rollback",
+                    state="already-current",
+                    source_epoch=target_epoch,
+                    previous_source_epoch=previous_epoch,
+                    target_source_epoch=target_epoch,
+                    target=target,
+                    receipt=receipt,
+                )
+
+            if self.candidate_path.is_symlink():
+                raise LiveCodeIntelligenceError(
+                    "rollback candidate state must not be a symlink"
+                )
+            operation_path = self.operation_receipts_path / "rollback.json"
+            previous_operation = _read_json(operation_path)
+            try:
+                _write_json_atomic(self.current_path, last_good)
+                # A rollback explicitly abandons a degraded candidate.  The
+                # target remains in last-good.json, so this is reversible by a
+                # subsequent refresh from the source tree.
+                self.candidate_path.unlink(missing_ok=True)
+                receipt = self._write_operation_receipt(
+                    operation="rollback",
+                    state="rolled-back",
+                    source_epoch=target_epoch,
+                    previous_source_epoch=previous_epoch,
+                    target_source_epoch=target_epoch,
+                )
+                self._trusted_transition_digests[target_epoch] = (
+                    self._transition_digest(
+                        last_good["files"], last_good["invalidation"]
+                    )
+                )
+            except Exception:
+                if current:
+                    _write_json_atomic(self.current_path, current)
+                else:
+                    self.current_path.unlink(missing_ok=True)
+                self._restore_json_snapshot(self.candidate_path, previous_candidate)
+                self._restore_json_snapshot(operation_path, previous_operation)
+                raise
+            return self._operation_result(
+                operation="rollback",
+                state="rolled-back",
+                source_epoch=target_epoch,
+                previous_source_epoch=previous_epoch,
+                target_source_epoch=target_epoch,
+                target=self._state_pointer(
+                    last_good,
+                    label="current",
+                ),
+                receipt=receipt,
+            )
+
+    def status(self, *, _lock_held: bool = False) -> dict[str, Any]:
+        if not _lock_held:
+            with self._refresh_lock():
+                return self.status(_lock_held=True)
+        current = _read_json(self.current_path)
+        candidate = _read_json(self.candidate_path)
+        last_good = _read_json(self.last_good_path)
+        candidate_valid = self._state_identity_matches_config(candidate) and (
+            candidate.get("status") == "degraded"
+        )
+        current_valid = self._state_identity_matches_config(current) and (
+            current.get("status") == "current"
+        )
+        last_good_valid = self._state_identity_matches_config(last_good) and (
+            last_good.get("status") == "current"
+        )
+        if candidate_valid:
+            state = "degraded"
+        elif current_valid:
+            state = "current"
+        elif last_good_valid:
+            state = "last-good"
+        else:
+            state = "unavailable"
+
+        def pointer(
+            payload: Mapping[str, Any],
+            label: str,
+            *,
+            identity_valid: bool | None = None,
+        ) -> dict[str, Any] | None:
+            if identity_valid is None:
+                identity_valid = self._state_identity_matches_config(payload)
+            if not identity_valid:
+                return None
+            source = payload.get("source")
+            summary = payload.get("summary")
+            return {
+                "label": label,
+                "status": payload.get("status"),
+                "source_epoch": source.get("source_epoch")
+                if isinstance(source, Mapping)
+                else None,
+                "observed_at": payload.get("observed_at"),
+                "summary": dict(summary) if isinstance(summary, Mapping) else {},
+            }
+
+        return {
+            "schema_version": STATUS_SCHEMA,
+            "state": state,
+            "provider": self.config.provider_identity,
+            "machine_consumer_abi": copy.deepcopy(MACHINE_CONSUMER_ABI),
+            "provider_boundary": {
+                "schema_version": PROVIDER_BOUNDARY_SCHEMA,
+                "protocol": self.config.provider_protocol,
+                "executable": self.config.provider_executable,
+                "entrypoint": self.config.provider_entrypoint,
+                "operations": list(self.config.provider_operations),
+            },
+            "config_digest": self.config.config_digest,
+            "config_identity": self.config.config_identity,
+            "source_root": str(self.config.source_root),
+            "machine_binding": self._machine_binding_envelope(),
+            "observation_lanes": self._observation_lanes(),
+            "provider_workers": self._provider_worker_surface(),
+            "lsp_sessions": self._lsp_session_surface(),
+            "lifecycle": self._lifecycle_surface(
+                last_good_available=last_good_valid
+            ),
+            "owner_review": self._owner_review_surface(),
+            "current": pointer(
+                current,
+                "current",
+                identity_valid=current_valid,
+            ),
+            "candidate": pointer(
+                candidate,
+                "candidate",
+                identity_valid=candidate_valid,
+            ),
+            "last_good": pointer(
+                last_good,
+                "last-good",
+                identity_valid=last_good_valid,
+            ),
+            "degradation": (
+                list(candidate.get("degradation", []))
+                if candidate_valid and isinstance(candidate.get("degradation"), list)
+                else []
+            ),
+            "claim_limits": [
+                "LIVE observations are not indexed knowledge or proof",
+                "the bootstrap provider does not infer rename or move lineage",
+                "installed provider, service health, and owner acceptance require their owners",
+            ],
+        }
+
+    def discover(self, *, _lock_held: bool = False) -> dict[str, Any]:
+        if not _lock_held:
+            with self._refresh_lock():
+                return self.discover(_lock_held=True)
+        persisted_last_good = _read_json(self.last_good_path)
+        last_good_available = self._state_identity_matches_config(
+            persisted_last_good
+        ) and persisted_last_good.get("status") == "current"
+        return {
+            "schema_version": "abyss-stack-live-code-intelligence-capabilities-v1",
+            "status": self.status(_lock_held=True),
+            "capabilities": [
+                "python_definitions",
+                "python_references",
+                "python_calls",
+                "python_imports",
+                "source_epoch",
+                "delta_refresh",
+                "candidate_current_last_good",
+                "bounded_provider_workers",
+                "provider_work_queue",
+            ],
+            "provider": self.config.provider_identity,
+            "machine_consumer_abi": copy.deepcopy(MACHINE_CONSUMER_ABI),
+            "owner_boundaries": dict(self.config.owner_boundaries),
+            "provider_boundary": {
+                "schema_version": PROVIDER_BOUNDARY_SCHEMA,
+                "protocol": self.config.provider_protocol,
+                "executable": self.config.provider_executable,
+                "entrypoint": self.config.provider_entrypoint,
+                "operations": list(self.config.provider_operations),
+            },
+            "machine_binding": self._machine_binding_envelope(),
+            "observation_lanes": self._observation_lanes(),
+            "provider_workers": self._provider_worker_surface(),
+            "lsp_sessions": self._lsp_session_surface(),
+            "lifecycle": self._lifecycle_surface(
+                last_good_available=last_good_available
+            ),
+            "owner_review": self._owner_review_surface(),
+            "observation_envelope_schema": OBSERVATION_ENVELOPE_SCHEMA,
+            "config": {
+                "digest": self.config.config_digest,
+                "state_relative_root": self.config.state_relative_root,
+                "state_promotion": self.config.state_promotion,
+                "state_fallback": self.config.state_fallback,
+            },
+        }
+
+    def _query_state(
+        self,
+        *,
+        _lock_held: bool = False,
+    ) -> tuple[
+        Mapping[str, Any] | None,
+        str | None,
+        list[dict[str, Any]],
+    ]:
+        if not _lock_held:
+            with self._refresh_lock():
+                return self._query_state(_lock_held=True)
+        current = _read_json(self.current_path)
+        candidate = _read_json(self.candidate_path)
+        last_good = _read_json(self.last_good_path)
+        state, freshness = self._preferred_state(current, last_good)
+        candidate_valid = self._state_identity_matches_config(candidate) and (
+            candidate.get("status") == "degraded"
+        )
+        degradation = (
+            copy.deepcopy(candidate.get("degradation", []))
+            if candidate_valid and isinstance(candidate.get("degradation"), list)
+            else []
+        )
+        if state is not None and candidate_valid:
+            freshness = f"fallback-{freshness}"
+        return state, freshness, degradation
+
+    def _query_result(
+        self,
+        query_kind: str,
+        rows: Sequence[dict[str, Any]],
+        *,
+        freshness: str | None,
+        source_epoch: str | None,
+        degradation: list[dict[str, Any]] | None = None,
+        total_results: int | None = None,
+    ) -> dict[str, Any]:
+        limit = int(
+            self.config.machine_binding_identity["resource_envelope"][
+                "max_query_results"
+            ]
+        )
+        retained_rows = list(rows)
+        if total_results is None:
+            total_results = len(retained_rows)
+        truncated = total_results > limit
+        returned_rows = retained_rows[:limit]
+        return {
+            "schema_version": "abyss-stack-live-code-intelligence-query-v1",
+            "query": query_kind,
+            "status": (
+                "truncated"
+                if truncated
+                else "ok"
+                if rows
+                else "empty"
+                if freshness
+                else "degraded"
+            ),
+            "freshness": freshness or "unknown",
+            "source_epoch": source_epoch,
+            "provider": self.config.provider_identity,
+            "machine_binding": self._machine_binding_envelope(source_epoch),
+            "provider_workers": self._provider_worker_surface(),
+            "results": returned_rows,
+            "result_count": len(returned_rows),
+            "total_results": total_results,
+            "result_limit": limit,
+            "truncated": truncated,
+            "degradation": (degradation or []) if freshness else [
+                {
+                    "target": "live-code-intelligence",
+                    "state": "no-current-or-last-good-observation",
+                    "fallback": "none",
+                }
+            ],
+        }
+
+    def execute(self, operation: str, *, name: str | None = None) -> dict[str, Any]:
+        """Execute one stable provider-boundary operation."""
+        if operation == "discover":
+            return self.discover()
+        if operation == "refresh":
+            return self.refresh()
+        if operation == "status":
+            return self.status()
+        if operation == "definitions":
+            return self.definitions(name)
+        if operation == "references":
+            if not name:
+                raise LiveCodeIntelligenceError(
+                    "references operation requires --name"
+                )
+            return self.references(name)
+        if operation == "restart":
+            return self.restart()
+        if operation == "last_good":
+            return self.last_good()
+        if operation == "canary":
+            return self.canary()
+        if operation == "rollback":
+            return self.rollback()
+        raise LiveCodeIntelligenceError(
+            f"unsupported provider operation: {operation}"
+        )
+
+    def definitions(self, name: str | None = None) -> dict[str, Any]:
+        state, freshness, degradation = self._query_state()
+        if state is None:
+            return self._query_result("definitions", [], freshness=None, source_epoch=None)
+        source_epoch = str(state.get("source", {}).get("source_epoch") or "")
+        limit = int(
+            self.config.machine_binding_identity["resource_envelope"][
+                "max_query_results"
+            ]
+        )
+        rows = _BoundedQueryRows(limit)
+        for record in _state_files(state).values():
+            observation = record.get("observation")
+            if not isinstance(observation, Mapping):
+                continue
+            for symbol in observation.get("symbols", []):
+                if not isinstance(symbol, Mapping):
+                    continue
+                if name and name not in {
+                    symbol.get("name"),
+                    symbol.get("qualified_name"),
+                }:
+                    continue
+                row = {
+                    "id": symbol.get("id"),
+                    "handle": symbol.get("handle"),
+                    "name": symbol.get("name"),
+                    "qualified_name": symbol.get("qualified_name"),
+                    "kind": symbol.get("kind"),
+                    "definition": symbol.get("definition"),
+                    "lineage": symbol.get("lineage"),
+                }
+                rows.add(
+                    row,
+                    key=(
+                        str(row.get("qualified_name")),
+                        str(row.get("id")),
+                    ),
+                )
+        return self._query_result(
+            "definitions",
+            rows.rows,
+            freshness=freshness,
+            source_epoch=source_epoch,
+            degradation=degradation,
+            total_results=rows.total_results,
+        )
+
+    def references(self, name: str) -> dict[str, Any]:
+        state, freshness, degradation = self._query_state()
+        if state is None:
+            return self._query_result("references", [], freshness=None, source_epoch=None)
+        source_epoch = str(state.get("source", {}).get("source_epoch") or "")
+        limit = int(
+            self.config.machine_binding_identity["resource_envelope"][
+                "max_query_results"
+            ]
+        )
+        rows = _BoundedQueryRows(limit)
+        for record in _state_files(state).values():
+            observation = record.get("observation")
+            if not isinstance(observation, Mapping):
+                continue
+            for occurrence in observation.get("occurrences", []):
+                if not isinstance(occurrence, Mapping):
+                    continue
+                if occurrence.get("name") != name:
+                    continue
+                row = {
+                    "path": record.get("path"),
+                    "kind": occurrence.get("kind"),
+                    "name": occurrence.get("name"),
+                    "role": occurrence.get("role"),
+                    "location": occurrence.get("location"),
+                    "scope_id": occurrence.get("scope_id"),
+                    "confidence": occurrence.get("confidence"),
+                }
+                rows.add(
+                    row,
+                    key=(
+                        str(row.get("path")),
+                        str(row.get("location")),
+                    ),
+                )
+        return self._query_result(
+            "references",
+            rows.rows,
+            freshness=freshness,
+            source_epoch=source_epoch,
+            degradation=degradation,
+            total_results=rows.total_results,
+        )
+
+
+def _provider_parser() -> argparse.ArgumentParser:
+    parser = argparse.ArgumentParser(
+        description="Run the bounded LIVE Python code-intelligence provider boundary."
+    )
+    parser.add_argument(
+        "operation",
+        nargs="?",
+        choices=PROVIDER_OPERATIONS,
+        help="provider operation (also accepted as --operation)",
+    )
+    parser.add_argument(
+        "--operation",
+        dest="operation_option",
+        choices=PROVIDER_OPERATIONS,
+        help="provider operation",
+    )
+    parser.add_argument(
+        "--config",
+        default=str(
+            Path(__file__).resolve().parent
+            / "config"
+            / "python-ast-live-provider.json"
+        ),
+        help="provider config JSON path",
+    )
+    parser.add_argument(
+        "--machine-evidence",
+        help="owner-authenticated content-addressed abyss-machine gate bundle JSON path",
+    )
+    parser.add_argument(
+        "--historical-trust-root",
+        default=str(DEFAULT_HISTORICAL_TRUST_ROOT),
+        help=(
+            "machine-owner-provisioned root for authenticated historical trust "
+            "records (outside mutable state)"
+        ),
+    )
+    parser.add_argument(
+        "--historical-trust-key",
+        dest="historical_trust_key_path",
+        default=str(DEFAULT_HISTORICAL_TRUST_KEY_PATH),
+        help="machine-owner-provisioned private key file for historical trust records",
+    )
+    parser.add_argument("--source-root", required=True, help="working-tree source root")
+    parser.add_argument("--state-root", required=True, help="runtime state root")
+    parser.add_argument("--name", help="definition or reference name")
+    return parser
+
+
+def main(argv: Sequence[str] | None = None) -> int:
+    """Run one JSON-output provider operation for an operator/runtime caller."""
+    parser = _provider_parser()
+    args = parser.parse_args(argv)
+    operation = args.operation_option or args.operation
+    if not operation:
+        parser.error("one provider operation is required")
+    try:
+        config = LiveCodeIntelligenceConfig.from_file(
+            args.config,
+            source_root=args.source_root,
+            state_root=args.state_root,
+            machine_evidence_path=args.machine_evidence,
+            historical_trust_root=args.historical_trust_root,
+            historical_trust_key_path=args.historical_trust_key_path,
+        )
+        runtime = LiveCodeIntelligenceRuntime(config)
+        result = runtime.execute(operation, name=args.name)
+        source_epoch = (
+            str(result.get("source_epoch"))
+            if isinstance(result, Mapping) and result.get("source_epoch")
+            else None
+        )
+        payload = {
+            "schema_version": PROVIDER_BOUNDARY_SCHEMA,
+            "status": "ok",
+            "operation": operation,
+            "provider": config.provider_identity,
+            "machine_binding": runtime._machine_binding_envelope(source_epoch),
+            "result": result,
+        }
+        json.dump(payload, sys.stdout, ensure_ascii=True, sort_keys=True, indent=2)
+        sys.stdout.write("\n")
+        return 0
+    except (LiveCodeIntelligenceError, OSError, ValueError, TypeError) as exc:
+        error = {
+            "schema_version": PROVIDER_BOUNDARY_SCHEMA,
+            "status": "error",
+            "operation": operation,
+            "error": {
+                "code": exc.__class__.__name__,
+                "message": str(exc),
+            },
+        }
+        json.dump(error, sys.stderr, ensure_ascii=True, sort_keys=True, indent=2)
+        sys.stderr.write("\n")
+        return 2
+
+
+__all__ = [
+    "CONFIG_SCHEMA",
+    "OBSERVATION_SCHEMA",
+    "OBSERVATION_ENVELOPE_SCHEMA",
+    "PROVIDER_BOUNDARY_SCHEMA",
+    "PROVIDER_OPERATION_SCHEMA",
+    "MACHINE_BINDING_SCHEMA",
+    "MACHINE_EVIDENCE_SCHEMA",
+    "MACHINE_GATE_SCHEMA",
+    "MACHINE_GATE_RECORD_SCHEMA",
+    "MACHINE_GATE_SIGNED_PAYLOAD_SCHEMA",
+    "MACHINE_REGISTRY_SCHEMA",
+    "MACHINE_GATE_ALGORITHM",
+    "MACHINE_GATE_VERIFICATION_METHOD",
+    "MACHINE_GATE_TRUST_ANCHOR",
+    "MACHINE_CONSUMER_ABI",
+    "PROVIDER_WORKER_SCHEMA",
+    "PROVIDER_WORK_QUEUE_SCHEMA",
+    "PROVIDER_QUEUE_CAPACITY",
+    "SECOND_LANGUAGE_PROVIDER_ID",
+    "SECOND_LANGUAGE",
+    "PROVIDER_LIFECYCLE_SCHEMA",
+    "LSP_SESSION_SCHEMA",
+    "OWNER_REVIEW_SCHEMA",
+    "STATE_SCHEMA",
+    "STATUS_SCHEMA",
+    "RECEIPT_SCHEMA",
+    "machine_evidence_digest",
+    "machine_evidence_gate_digest",
+    "machine_evidence_bundle_digest",
+    "LiveCodeIntelligenceConfig",
+    "LiveCodeIntelligenceError",
+    "LiveCodeIntelligenceRuntime",
+    "main",
+]
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py b/mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py
new file mode 100644
index 0000000000..139ea78da0
--- /dev/null
+++ b/mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py
@@ -0,0 +1,3157 @@
+from __future__ import annotations
+
+import base64
+from io import BytesIO
+import json
+import os
+import subprocess
+import sys
+import tempfile
+import threading
+import time
+from concurrent.futures import ThreadPoolExecutor
+from dataclasses import replace
+import unittest
+from unittest import mock
+from pathlib import Path
+
+from jsonschema import Draft202012Validator
+
+
+REPO_ROOT = Path(__file__).resolve().parents[5]
+PART_ROOT = REPO_ROOT / "mechanics" / "runtime-lifecycle" / "parts" / "live-code-intelligence"
+sys.path.insert(0, str(PART_ROOT))
+
+import live_code_intelligence  # noqa: E402
+
+from live_code_intelligence import (  # noqa: E402
+    MACHINE_EVIDENCE_SCHEMA,
+    MACHINE_GATE_SCHEMA,
+    MACHINE_CONSUMER_ABI,
+    PROVIDER_QUEUE_CAPACITY,
+    LiveCodeIntelligenceConfig,
+    LiveCodeIntelligenceError,
+    LiveCodeIntelligenceRuntime,
+    ManagedLspSession,
+    _digest_bytes,
+    _ed25519_verify,
+    _digest_payload,
+    _validate_machine_evidence_payload,
+    machine_evidence_digest,
+    machine_evidence_bundle_digest,
+    machine_evidence_gate_digest,
+)
+
+
+class LiveCodeIntelligenceRuntimeTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.tempdir = tempfile.TemporaryDirectory()
+        self.root = Path(self.tempdir.name)
+        self.source = self.root / "source"
+        self.state = self.root / "runtime-state"
+        self.historical_trust_root = self.root / "historical-trust"
+        self.historical_trust_key = self.root / "historical-trust.key"
+        self.historical_trust_key.write_bytes(os.urandom(32))
+        self.historical_trust_key.chmod(0o400)
+        self.source.mkdir()
+        config_path = PART_ROOT / "config" / "python-ast-live-provider.json"
+        self.config = LiveCodeIntelligenceConfig.from_file(
+            config_path,
+            source_root=self.source,
+            state_root=self.state,
+            historical_trust_root=self.historical_trust_root,
+            historical_trust_key_path=self.historical_trust_key,
+        )
+        self.runtime = LiveCodeIntelligenceRuntime(self.config)
+
+    def tearDown(self) -> None:
+        self.tempdir.cleanup()
+
+    def write_source(self, relative: str, text: str) -> None:
+        path = self.source / relative
+        path.parent.mkdir(parents=True, exist_ok=True)
+        path.write_text(text, encoding="utf-8")
+
+    def read_json(self, path: Path) -> dict:
+        return json.loads(path.read_text(encoding="utf-8"))
+
+    def historical_trust_cli_args(self) -> list[str]:
+        return [
+            "--historical-trust-root",
+            str(self.historical_trust_root),
+            "--historical-trust-key",
+            str(self.historical_trust_key),
+        ]
+
+    def machine_evidence(
+        self,
+        *,
+        artifact_digest: str | None = None,
+        fresh_health: bool = False,
+    ) -> dict:
+        artifact_digest = artifact_digest or ("sha256:" + ("a" * 64))
+        runtime_manifest: list[dict[str, str]] = []
+        for candidate in sorted(self.root.rglob("*")):
+            if not candidate.is_file():
+                continue
+            if _digest_bytes(candidate.read_bytes()) != artifact_digest:
+                continue
+            runtime_manifest = [
+                {"path": path, "digest": digest}
+                for path, digest in live_code_intelligence._directory_file_manifest(
+                    candidate.parent,
+                    "test LSP runtime root",
+                )
+            ]
+            break
+        source_manifest = [
+            {"path": path, "digest": digest}
+            for path, digest in live_code_intelligence._directory_file_manifest(
+                self.source,
+                "test LSP source root",
+            )
+        ]
+        observed_at = time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime())
+        if not fresh_health:
+            observed_at = "2026-08-25T00:00:00Z"
+        health_observed_at = observed_at
+        if not fresh_health:
+            health_observed_at = "2026-08-25T00:00:01Z"
+        payload = {
+            "schema_version": MACHINE_EVIDENCE_SCHEMA,
+            "evidence_class": "machine-owned-verification",
+            "issuer": "abyss-machine",
+            "receipt_id": "machine-receipt:live-code-intelligence:fixture",
+            "observed_at": "2026-08-25T00:00:00Z",
+            "subject": {
+                "provider": self.config.provider_identity,
+                "provider_source_digest": self.config.provider_source_digest,
+                "config_digest": self.config.config_digest,
+                "artifact_digest": artifact_digest,
+                "artifact_ref": "artifact://machine/live-code-intelligence",
+            },
+            "installation": {
+                "owner": "abyss-machine",
+                "state": "verified",
+                "identity": "installation://machine/live-code-intelligence",
+                "artifact_digest": artifact_digest,
+                "evidence_ref": "receipt://machine/installation",
+            },
+            "admission": {
+                "owner": "abyss-machine",
+                "state": "admitted",
+                "trust_state": "trusted",
+                "admission_ref": "receipt://machine/admission",
+            },
+            "health": {
+                "owner": "abyss-machine",
+                "state": "healthy",
+                "measurement_ref": "receipt://machine/health",
+                "observed_at": health_observed_at,
+            },
+            "verification": {
+                "owner": "abyss-machine",
+                "state": "verified",
+                "method": "abyss-machine-owner-receipt-v1",
+                "verification_ref": "receipt://machine/verification",
+            },
+            "providers": [
+                {
+                    "id": self.config.provider_id,
+                    "version": self.config.provider_version,
+                    "language": "python",
+                    "protocol": self.config.provider_protocol,
+                    "observation_state": "available",
+                },
+                {
+                    "id": "typescript-lsp",
+                    "version": "1.0.0",
+                    "language": "typescript",
+                    "protocol": "lsp",
+                    "observation_state": "observed",
+                },
+            ],
+            "lsp_sessions": [
+                {
+                    "session_id": "lsp-session:typescript:fixture",
+                    "provider_id": "typescript-lsp",
+                    "language": "typescript",
+                    "state": "observed" if runtime_manifest else "unobserved",
+                    "transport": "stdio",
+                    "source_epoch": "sha256:" + ("b" * 64),
+                    "evidence_ref": "receipt://machine/lsp-session",
+                    "source_root": str(self.source),
+                    "artifact_digest": artifact_digest,
+                    "interpreter_digest": _digest_bytes(
+                        Path(sys.executable).read_bytes()
+                    ),
+                    "runtime_manifest": runtime_manifest,
+                    "source_manifest": source_manifest,
+                }
+            ],
+            "observations": [
+                {
+                    "provider_id": "typescript-lsp",
+                    "language": "typescript",
+                    "state": "observed",
+                    "source_epoch": "sha256:" + ("b" * 64),
+                    "observation_ref": "receipt://machine/typescript-observation",
+                    "semantic_owner": "aoa-kag",
+                }
+            ],
+            "lifecycle": {
+                "state": "ready",
+                "restart": {
+                    "state": "observed",
+                    "evidence_ref": "receipt://machine/restart",
+                },
+                "last_good": {
+                    "state": "available",
+                    "evidence_ref": "receipt://machine/last-good",
+                },
+                "canary": {
+                    "state": "passed",
+                    "evidence_ref": "receipt://machine/canary",
+                },
+                "rollback": {
+                    "state": "ready",
+                    "evidence_ref": "receipt://machine/rollback",
+                },
+            },
+            "owner_boundaries": dict(self.config.owner_boundaries),
+            "claim_limits": [
+                "machine receipt is not proof or owner acceptance",
+                "source observation meaning remains aoa-kag-owned",
+            ],
+        }
+        payload["receipt_digest"] = machine_evidence_digest(payload)
+        return payload
+
+    def admitted_config(self, evidence: dict) -> LiveCodeIntelligenceConfig:
+        evidence_path = self.root / "machine-evidence-gate.json"
+        evidence_path.write_text(json.dumps(evidence), encoding="utf-8")
+        with mock.patch(
+            "live_code_intelligence._validate_machine_evidence_gate_bundle",
+            return_value=evidence,
+        ):
+            config = LiveCodeIntelligenceConfig.from_file(
+                PART_ROOT / "config" / "python-ast-live-provider.json",
+                source_root=self.source,
+                state_root=self.state,
+                machine_evidence_path=evidence_path,
+                launch_scratch_root=self.root / "lsp-scratch",
+            )
+        return config
+
+    def test_initial_refresh_emits_provider_neutral_live_handles(self) -> None:
+        self.write_source(
+            "pkg/provider.py",
+            "def helper(value):\n    return value + 1\n",
+        )
+        self.write_source(
+            "pkg/consumer.py",
+            "from pkg.provider import helper\n\ndef run(value):\n    return helper(value)\n",
+        )
+
+        state = self.runtime.refresh()
+
+        self.assertEqual(state["status"], "current")
+        self.assertEqual(state["machine_consumer_abi"], MACHINE_CONSUMER_ABI)
+        self.assertEqual(
+            state["machine_consumer_abi"]["trust_anchor_posture"],
+            "existing_root_owned_anchor_only",
+        )
+        self.assertEqual(
+            state["observation_envelope"]["schema_version"],
+            "abyss-stack-machine-bound-code-observation-v1",
+        )
+        machine_binding = state["machine_binding"]
+        self.assertEqual(machine_binding["owner"], "abyss-machine")
+        self.assertEqual(
+            machine_binding["artifact_subject"]["admission_state"], "unknown"
+        )
+        self.assertEqual(machine_binding["live_measurement"]["state"], "unobserved")
+        self.assertTrue(
+            machine_binding["artifact_subject"]["subject_digest"].startswith("sha256:")
+        )
+        self.assertEqual(
+            machine_binding["resource_envelope"]["max_file_bytes"],
+            self.config.max_file_bytes,
+        )
+        expected_provider = self.config.provider_identity
+        self.assertEqual(state["provider"], expected_provider)
+        self.assertEqual(
+            state["observation_envelope"]["provider"], expected_provider
+        )
+        expected_observation_provider = {
+            "id": expected_provider["id"],
+            "version": expected_provider["version"],
+            "language": expected_provider["language"],
+        }
+        self.assertTrue(
+            all(
+                record["observation"]["provider"] == expected_observation_provider
+                for record in state["files"].values()
+                if record["observation"] is not None
+            )
+        )
+        self.assertTrue(state["source"]["source_epoch"].startswith("sha256:"))
+        self.assertEqual(state["invalidation"]["full_rebuild"], True)
+
+        self.assertEqual(state["summary"]["source_file_count"], 2)
+        self.assertGreaterEqual(state["summary"]["symbol_count"], 4)
+        self.assertTrue(self.runtime.current_path.is_file())
+        self.assertFalse(self.runtime.candidate_path.exists())
+
+        definition = self.runtime.definitions("run")
+        self.assertEqual(definition["status"], "ok")
+        self.assertEqual(definition["freshness"], "current")
+        self.assertEqual(definition["results"][0]["name"], "run")
+        self.assertTrue(definition["results"][0]["handle"].startswith("python://"))
+
+        references = self.runtime.references("helper")
+        self.assertEqual(references["status"], "ok")
+        self.assertGreaterEqual(len(references["results"]), 2)
+        self.assertEqual(
+            self.runtime.discover()["owner_boundaries"]["observation_meaning"],
+            "aoa-kag",
+        )
+        receipt = self.state / "receipts" / (
+            state["source"]["source_epoch"].removeprefix("sha256:") + ".json"
+        )
+        self.assertTrue(receipt.is_file())
+
+    def test_managed_lsp_session_requires_admission_and_survives_restart(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        server = runtime_root / "fake-lsp"
+        server.parent.mkdir(parents=True)
+        server.write_text(
+            f"#!{sys.executable}\n"
+            "import json, sys\n"
+            "def read():\n"
+            "    headers = {}\n"
+            "    while True:\n"
+            "        line = sys.stdin.buffer.readline()\n"
+            "        if line in (b'\\r\\n', b'\\n'): break\n"
+            "        if not line: return None\n"
+            "        key, value = line.decode().split(':', 1); headers[key.lower()] = value.strip()\n"
+            "    return json.loads(sys.stdin.buffer.read(int(headers['content-length'])))\n"
+            "def send(value):\n"
+            "    body = json.dumps(value, separators=(',', ':')).encode()\n"
+            "    sys.stdout.buffer.write(f'Content-Length: {len(body)}\\r\\n\\r\\n'.encode() + body); sys.stdout.buffer.flush()\n"
+            "while True:\n"
+            "    message = read()\n"
+            "    if message is None: break\n"
+            "    if 'method' not in message: continue\n"
+            "    if message.get('method') == 'initialize':\n"
+            "        send({'jsonrpc':'2.0','id':message['id'],'method':'workspace/configuration','params':{}})\n"
+            "        for index in range(150): send({'jsonrpc':'2.0','method':'window/logMessage','params':{'message':str(index)}})\n"
+            "        send({'jsonrpc':'2.0','id':message['id'],'result':{'capabilities': {'received': message.get('params', {}).get('capabilities', {})}}})\n"
+            "    elif 'id' in message:\n"
+            "        send({'jsonrpc':'2.0','id':message['id'],'result':[]})\n"
+            "    if message.get('method') == 'exit': break\n",
+            encoding="utf-8",
+        )
+        server.chmod(0o755)
+        evidence = self.machine_evidence(
+            artifact_digest=_digest_bytes(server.read_bytes()),
+            fresh_health=True,
+        )
+        admitted_config = self.admitted_config(evidence)
+        session = ManagedLspSession(
+            [str(server)], provider_id="typescript-lsp", language="typescript",
+            source_epoch="sha256:" + ("b" * 64), admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        try:
+            capabilities = {"workspace": {"configuration": True}}
+            response = session.start(
+                root_uri=self.source.as_uri(),
+                capabilities=capabilities,
+            )
+            self.assertEqual(
+                capabilities,
+                response["result"]["capabilities"]["received"],
+            )
+            response = session.document_symbols(uri=(self.source / "demo.ts").as_uri())
+            self.assertEqual([], response["result"])
+            with self.assertRaisesRegex(LiveCodeIntelligenceError, "inside the admitted source root"):
+                session.document_symbols(uri=(self.root / "outside.ts").as_uri())
+            self.assertEqual("observed", session.snapshot()["state"])
+            self.assertLessEqual(session._responses.qsize(), PROVIDER_QUEUE_CAPACITY)
+            with ThreadPoolExecutor(max_workers=8) as pool:
+                responses = list(
+                    pool.map(
+                        lambda index: session.document_symbols(
+                            uri=(self.source / f"demo-{index}.ts").as_uri()
+                        ),
+                        range(16),
+                    )
+                )
+            self.assertEqual(len({item["id"] for item in responses}), 16)
+            restarted = session.restart(root_uri=self.source.as_uri())
+            self.assertEqual(1, session.snapshot()["restart_count"])
+            self.assertEqual("observed", session.snapshot()["state"])
+            self.assertEqual(
+                capabilities,
+                restarted["result"]["capabilities"]["received"],
+            )
+        finally:
+            session.close()
+
+        plain_config = LiveCodeIntelligenceConfig.from_file(
+            PART_ROOT / "config" / "python-ast-live-provider.json",
+            source_root=self.source,
+            state_root=self.state,
+        )
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "owner-authenticated"):
+            ManagedLspSession(
+                [str(server)], provider_id="typescript-lsp", language="typescript",
+                source_epoch="epoch", admission_config=plain_config,
+                runtime_root=runtime_root,
+            )
+        forged_config = plain_config
+        object.__setattr__(forged_config, "machine_evidence", evidence)
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "evidence returned"):
+            ManagedLspSession(
+                [str(server)], provider_id="typescript-lsp", language="typescript",
+                source_epoch="sha256:" + ("b" * 64), admission_config=forged_config,
+                runtime_root=runtime_root,
+            )
+
+    def test_delta_reuses_unchanged_files_and_invalidates_importers(self) -> None:
+        self.write_source("provider.py", "def helper(value):\n    return value + 1\n")
+        self.write_source(
+            "consumer.py",
+            "from provider import helper\n\ndef run(value):\n    return helper(value)\n",
+        )
+        self.write_source("unrelated.py", "VALUE = 3\n")
+        first = self.runtime.refresh()
+
+        self.write_source("provider.py", "def helper(value):\n    return value + 2\n")
+        second = self.runtime.refresh()
+
+        invalidation = second["invalidation"]
+        self.assertFalse(invalidation["full_rebuild"])
+        self.assertEqual(invalidation["changed_paths"], ["provider.py"])
+        self.assertEqual(invalidation["dependency_impacted_paths"], ["consumer.py"])
+        self.assertEqual(
+            set(invalidation["invalidated_paths"]),
+            {"provider.py", "consumer.py"},
+        )
+        self.assertIn("unrelated.py", invalidation["reused_paths"])
+        self.assertEqual(second["status"], "current")
+        self.assertNotEqual(
+            first["source"]["source_epoch"], second["source"]["source_epoch"]
+        )
+        self.assertEqual(second["provenance"]["full_rebuild"], False)
+
+    def test_lsp_start_failure_and_reader_eof_are_immediately_observable(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+
+        exits = runtime_root / "exit-lsp"
+        exits.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        exits.chmod(0o755)
+        evidence = self.machine_evidence(
+            artifact_digest=_digest_bytes(exits.read_bytes()),
+            fresh_health=True,
+        )
+        admitted_config = self.admitted_config(evidence)
+        failed = ManagedLspSession(
+            [str(exits)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+            request_timeout=1,
+        )
+        with self.assertRaises(LiveCodeIntelligenceError):
+            failed.start(root_uri=self.source.as_uri())
+        self.assertIsNone(failed._process)
+
+        eof_server = runtime_root / "eof-lsp"
+        eof_server.write_text(
+            f"#!{sys.executable}\n"
+            "import json, sys\n"
+            "def read():\n"
+            "    headers = {}\n"
+            "    while True:\n"
+            "        line = sys.stdin.buffer.readline()\n"
+            "        if line in (b'\\r\\n', b'\\n'): break\n"
+            "        if not line: return None\n"
+            "        key, value = line.decode().split(':', 1); headers[key.lower()] = value.strip()\n"
+            "    return json.loads(sys.stdin.buffer.read(int(headers['content-length'])))\n"
+            "def send(value):\n"
+            "    body = json.dumps(value, separators=(',', ':')).encode()\n"
+            "    sys.stdout.buffer.write(f'Content-Length: {len(body)}\\r\\n\\r\\n'.encode() + body); sys.stdout.buffer.flush()\n"
+            "message = read(); send({'jsonrpc':'2.0','id':message['id'],'result':{'capabilities':{}}})\n"
+            "read()\n",
+            encoding="utf-8",
+        )
+        eof_server.chmod(0o755)
+        evidence = self.machine_evidence(
+            artifact_digest=_digest_bytes(eof_server.read_bytes()),
+            fresh_health=True,
+        )
+        admitted_config = self.admitted_config(evidence)
+        session = ManagedLspSession(
+            [str(eof_server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+            request_timeout=5,
+        )
+        try:
+            session.start(root_uri=self.source.as_uri())
+            started = time.monotonic()
+            with self.assertRaises(LiveCodeIntelligenceError):
+                session.document_symbols(uri=(self.source / "gone.ts").as_uri())
+            self.assertLess(time.monotonic() - started, 2)
+            self.assertEqual(session.snapshot()["state"], "degraded")
+        finally:
+            session.close()
+
+    def test_lsp_launch_binds_artifact_command_and_source_root(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        other_lsp = runtime_root / "other-lsp"
+        other_lsp.write_text(
+            f"#!{sys.executable}\n# unadmitted\n", encoding="utf-8"
+        )
+        other_lsp.chmod(0o755)
+        evidence = self.machine_evidence(
+            artifact_digest=_digest_bytes(server.read_bytes()),
+            fresh_health=True,
+        )
+        admitted_config = self.admitted_config(evidence)
+
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "admitted artifact"):
+            ManagedLspSession(
+                [str(other_lsp)],
+                provider_id="typescript-lsp",
+                language="typescript",
+                source_epoch="sha256:" + ("b" * 64),
+                admission_config=admitted_config,
+                runtime_root=runtime_root,
+            )
+
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "command arguments"):
+            ManagedLspSession(
+                [str(server), "--stdio"],
+                provider_id="typescript-lsp",
+                language="typescript",
+                source_epoch="sha256:" + ("b" * 64),
+                admission_config=admitted_config,
+                runtime_root=runtime_root,
+            )
+
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        other_source = self.root / "other-source"
+        other_source.mkdir()
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "admitted source root"):
+            session.start(root_uri=other_source.as_uri())
+
+    def test_lsp_launch_rejects_changed_runtime_dependency_manifest(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        dependency = runtime_root / "dependency.py"
+        dependency.write_text("VALUE = 1\n", encoding="utf-8")
+        server = runtime_root / "fake-lsp"
+        server.write_text(
+            f"#!{sys.executable}\nimport dependency\n",
+            encoding="utf-8",
+        )
+        server.chmod(0o755)
+        admitted_config = self.admitted_config(
+            self.machine_evidence(
+                artifact_digest=_digest_bytes(server.read_bytes()),
+                fresh_health=True,
+            )
+        )
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        dependency.write_text("VALUE = 2\n", encoding="utf-8")
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "runtime dependency manifest",
+        ):
+            session.start(root_uri=self.source.as_uri())
+
+    def test_lsp_launch_rejects_changed_source_manifest(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        admitted_config = self.admitted_config(
+            self.machine_evidence(
+                artifact_digest=_digest_bytes(server.read_bytes()),
+                fresh_health=True,
+            )
+        )
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+
+        self.write_source("module.py", "VALUE = 2\n")
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "source epoch manifest",
+        ):
+            session.start(root_uri=self.source.as_uri())
+
+    def test_generic_lsp_request_rejects_out_of_root_uri(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        admitted_config = self.admitted_config(
+            self.machine_evidence(
+                artifact_digest=_digest_bytes(server.read_bytes()),
+                fresh_health=True,
+            )
+        )
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "request URI must remain inside",
+        ):
+            session.request(
+                "textDocument/documentSymbol",
+                {"textDocument": {"uri": (self.root / "outside.ts").as_uri()}},
+            )
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "request URI must remain inside",
+        ):
+            session.request(
+                "workspace/executeCommand",
+                {"arguments": [{"value": (self.root / "outside.ts").as_uri()}]},
+            )
+
+    def test_lsp_launch_binds_working_directory_and_interpreter(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        admitted_config = self.admitted_config(
+            self.machine_evidence(
+                artifact_digest=_digest_bytes(server.read_bytes()),
+                fresh_health=True,
+            )
+        )
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        process = mock.Mock()
+        process.poll.return_value = None
+        process.stdout = BytesIO()
+        with (
+            mock.patch(
+                "live_code_intelligence.subprocess.Popen",
+                return_value=process,
+            ) as popen,
+            mock.patch.object(session, "request", return_value={"result": {}}),
+            mock.patch.object(session, "notify"),
+        ):
+            session.start(root_uri=self.source.as_uri())
+            self.assertEqual(
+                popen.call_args.kwargs["cwd"],
+                popen.call_args.kwargs["env"]["PYTHONPATH"],
+            )
+            self.assertNotEqual(str(runtime_root.resolve()), popen.call_args.kwargs["cwd"])
+            self.assertTrue(Path(popen.call_args.kwargs["cwd"]).is_dir())
+            self.assertEqual(
+                self.root / "lsp-scratch",
+                Path(popen.call_args.kwargs["cwd"]).parent,
+            )
+            launch_command = tuple(popen.call_args.args[0])
+            self.assertEqual(
+                ManagedLspSession._launch_namespace_binary(),
+                launch_command[0],
+            )
+            self.assertIn("--ro-bind-data", launch_command)
+            inner_command = launch_command[launch_command.index("--") + 1 :]
+            self.assertEqual("/run/abyss-lsp/interpreter", inner_command[0])
+            self.assertEqual("-S", inner_command[1])
+            self.assertEqual("/run/abyss-lsp/executable", inner_command[2])
+            launch_targets = {
+                launch_command[index + 2]: int(launch_command[index + 1])
+                for index, item in enumerate(launch_command)
+                if item == "--ro-bind-data"
+                and index + 2 < len(launch_command)
+                and launch_command[index + 2].startswith("/run/abyss-lsp/")
+            }
+            self.assertEqual(
+                {"/run/abyss-lsp/executable", "/run/abyss-lsp/interpreter"},
+                set(launch_targets),
+            )
+            self.assertTrue(
+                set(launch_targets.values()).issubset(
+                    set(popen.call_args.kwargs["pass_fds"])
+                )
+            )
+            self.assertEqual(
+                {
+                    "LANG": "C",
+                    "LC_ALL": "C",
+                    "PATH": os.defpath,
+                    "PYTHONNOUSERSITE": "1",
+                    "PYTHONDONTWRITEBYTECODE": "1",
+                    "PYTHONPATH": popen.call_args.kwargs["cwd"],
+                },
+                popen.call_args.kwargs["env"],
+            )
+        if session._reader is not None:
+            session._reader.join(timeout=2)
+        session._process = None
+        session._cleanup_launch_snapshot()
+
+    def test_lsp_launch_rejects_host_backed_source_root(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        admitted_config = self.admitted_config(
+            self.machine_evidence(
+                artifact_digest=_digest_bytes(server.read_bytes()),
+                fresh_health=True,
+            )
+        )
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        session.source_root = Path("/usr/src/project")
+
+        self.assertTrue(
+            ManagedLspSession._source_root_uses_host_backed_mount(
+                session.source_root
+            )
+        )
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "host-backed system mount",
+        ):
+            session._sandbox_command(
+                ("payload",),
+                snapshot_root=self.root / "snapshot",
+                runtime_fds=(),
+                source_fds=(),
+            )
+
+    def test_lsp_namespace_launcher_ignores_caller_path(self) -> None:
+        attacker = self.root / "bwrap"
+        attacker.write_text("#!/bin/sh\n", encoding="utf-8")
+        attacker.chmod(0o755)
+        with mock.patch(
+            "live_code_intelligence.shutil.which",
+            return_value=str(attacker),
+        ):
+            self.assertEqual(
+                str(live_code_intelligence.MACHINE_BUBBLEWRAP_PATH),
+                ManagedLspSession._launch_namespace_binary(),
+            )
+
+        attacker.chmod(0o777)
+        with mock.patch.object(
+            live_code_intelligence,
+            "MACHINE_BUBBLEWRAP_PATH",
+            attacker,
+        ):
+            with self.assertRaisesRegex(
+                LiveCodeIntelligenceError,
+                "root-owned and not writable",
+            ):
+                ManagedLspSession._launch_namespace_binary()
+
+    def test_lsp_reader_replies_to_string_server_requests(self) -> None:
+        session = object.__new__(ManagedLspSession)
+        process = mock.Mock()
+        process.poll.return_value = None
+        session._process = process
+        session._closing = False
+        session._pending = {}
+        session._pending_lock = threading.Lock()
+        session._last_error = None
+        session._read_message = mock.Mock(
+            side_effect=[
+                {
+                    "jsonrpc": "2.0",
+                    "id": "server-request-1",
+                    "method": "workspace/configuration",
+                    "params": {},
+                },
+                None,
+            ]
+        )
+        session._send = mock.Mock()
+        session._reader_loop()
+
+        session._send.assert_called_once_with(
+            {
+                "jsonrpc": "2.0",
+                "id": "server-request-1",
+                "error": {
+                    "code": -32601,
+                    "message": "server-to-client requests are unsupported",
+                },
+            }
+        )
+
+    def test_lsp_reader_does_not_match_boolean_response_ids(self) -> None:
+        session = object.__new__(ManagedLspSession)
+        process = mock.Mock()
+        process.poll.return_value = None
+        session._process = process
+        session._closing = True
+        destination = live_code_intelligence.queue.Queue(maxsize=1)
+        session._pending = {1: destination}
+        session._pending_lock = threading.Lock()
+        session._responses = live_code_intelligence.queue.Queue(maxsize=2)
+        session._last_error = None
+        payload = {
+            "jsonrpc": "2.0",
+            "id": True,
+            "result": {"capabilities": {}},
+        }
+        session._read_message = mock.Mock(side_effect=[payload, None])
+        session._reader_loop()
+
+        self.assertTrue(destination.empty())
+        self.assertEqual(payload, session._responses.get_nowait())
+
+    def test_lsp_reader_does_not_match_non_jsonrpc2_responses(self) -> None:
+        for marker in (None, "1.0"):
+            with self.subTest(marker=marker):
+                session = object.__new__(ManagedLspSession)
+                process = mock.Mock()
+                process.poll.return_value = None
+                session._process = process
+                session._closing = True
+                destination = live_code_intelligence.queue.Queue(maxsize=1)
+                session._pending = {1: destination}
+                session._pending_lock = threading.Lock()
+                session._responses = live_code_intelligence.queue.Queue(maxsize=2)
+                session._last_error = None
+                payload = {
+                    **({} if marker is None else {"jsonrpc": marker}),
+                    "id": 1,
+                    "result": {"capabilities": {}},
+                }
+                session._read_message = mock.Mock(side_effect=[payload, None])
+                session._reader_loop()
+
+                self.assertTrue(destination.empty())
+                self.assertEqual(payload, session._responses.get_nowait())
+
+    def test_lsp_reader_reports_child_exit_to_pending_requests(self) -> None:
+        session = object.__new__(ManagedLspSession)
+        process = mock.Mock()
+        process.poll.return_value = 17
+        session._process = process
+        session._closing = False
+        destination = live_code_intelligence.queue.Queue(maxsize=1)
+        session._pending = {1: destination}
+        session._pending_lock = threading.Lock()
+        session._responses = live_code_intelligence.queue.Queue(maxsize=1)
+        session._last_error = None
+        session._read_message = mock.Mock()
+
+        session._reader_loop()
+
+        self.assertEqual(session._last_error, "LSP child exited unexpectedly")
+        self.assertEqual(
+            destination.get_nowait(),
+            {
+                "jsonrpc": "2.0",
+                "error": {
+                    "code": -32000,
+                    "message": "LSP child exited unexpectedly",
+                },
+            },
+        )
+        session._read_message.assert_not_called()
+
+    @unittest.skipUnless(
+        ManagedLspSession._can_use_immutable_launch_fds(),
+        "sealed launch descriptors are Linux-only",
+    )
+    def test_lsp_launch_uses_immutable_artifact_and_runtime_snapshot(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        dependency = runtime_root / "dependency.py"
+        dependency.write_text("VALUE = 'admitted'\n", encoding="utf-8")
+        config = runtime_root / "config.json"
+        config.write_text("admitted\n", encoding="utf-8")
+        nested_runtime_file = runtime_root / "nested" / "dependency.json"
+        nested_runtime_file.parent.mkdir()
+        nested_runtime_file.write_text("nested\n", encoding="utf-8")
+        self.write_source("workspace.py", "SOURCE = 'admitted-source'\n")
+        self.write_source("package/helper.py", "HELPER = 'admitted-helper'\n")
+        server = runtime_root / "fake-lsp"
+        original_script = (
+            f"#!{sys.executable}\n"
+            "import json, sys\n"
+            "from pathlib import Path\n"
+            "from urllib.parse import unquote, urlsplit\n"
+            "from dependency import VALUE\n"
+            "CONFIG = Path(sys.argv[1].split('=', 1)[1]).read_text().strip()\n"
+            "def read():\n"
+            "    headers = {}\n"
+            "    while True:\n"
+            "        line = sys.stdin.buffer.readline()\n"
+            "        if line in (b'\\r\\n', b'\\n'): break\n"
+            "        if not line: return None\n"
+            "        key, value = line.decode().split(':', 1); headers[key.lower()] = value.strip()\n"
+            "    return json.loads(sys.stdin.buffer.read(int(headers['content-length'])))\n"
+            "def send(value):\n"
+            "    body = json.dumps(value, separators=(',', ':')).encode()\n"
+            "    sys.stdout.buffer.write(f'Content-Length: {len(body)}\\r\\n\\r\\n'.encode() + body); sys.stdout.buffer.flush()\n"
+            "while True:\n"
+            "    message = read()\n"
+            "    if message is None: break\n"
+            "    if message.get('method') == 'initialize':\n"
+            "        root = Path(unquote(urlsplit(message['params']['rootUri']).path))\n"
+            "        source = (root / 'workspace.py').read_text().strip()\n"
+            "        try:\n"
+            "            Path(sys.argv[1].split('=', 1)[1]).write_text('attacker')\n"
+            "        except OSError:\n"
+            "            write_state = 'readonly'\n"
+            "        else:\n"
+            "            write_state = 'mutable'\n"
+            "        send({'jsonrpc':'2.0','id':message['id'],'result':{'capabilities':{'marker':f'{VALUE}:{CONFIG}:{write_state}:{source}'}}})\n"
+            "    elif message.get('method') == 'shutdown':\n"
+            "        send({'jsonrpc':'2.0','id':message['id'],'result':None})\n"
+            "    elif message.get('method') == 'exit':\n"
+            "        break\n"
+        )
+        attacker_script = original_script.replace("'admitted'", "'attacker'")
+        server.write_text(original_script, encoding="utf-8")
+        server.chmod(0o755)
+        command = [str(server), f"--config={config}"]
+        evidence = self.machine_evidence(
+            artifact_digest=_digest_bytes(server.read_bytes()),
+            fresh_health=True,
+        )
+        evidence["lsp_sessions"][0]["command_digest"] = _digest_payload(command)
+        evidence["receipt_digest"] = machine_evidence_digest(evidence)
+        admitted_config = self.admitted_config(
+            evidence
+        )
+        session = ManagedLspSession(
+            command,
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        real_popen = subprocess.Popen
+        launch = {}
+
+        def replace_after_binding(command, **kwargs):
+            launch["command"] = tuple(command)
+            launch["pass_fds"] = tuple(kwargs["pass_fds"])
+            # This replacement occurs after _prepare_launch_binding has made
+            # the sealed executable/interpreter images and runtime snapshot.
+            server.write_text(attacker_script, encoding="utf-8")
+            dependency.write_text("VALUE = 'attacker'\n", encoding="utf-8")
+            config.write_text("attacker\n", encoding="utf-8")
+            self.write_source("workspace.py", "SOURCE = 'attacker-source'\n")
+            return real_popen(command, **kwargs)
+
+        try:
+            with mock.patch(
+                "live_code_intelligence.subprocess.Popen",
+                side_effect=replace_after_binding,
+            ):
+                response = session.start(root_uri=self.source.as_uri())
+            self.assertEqual(
+                "admitted:admitted:readonly:SOURCE = 'admitted-source'",
+                response["result"]["capabilities"]["marker"],
+            )
+            self.assertEqual(
+                ManagedLspSession._launch_namespace_binary(),
+                launch["command"][0],
+            )
+            inner_command = launch["command"][launch["command"].index("--") + 1 :]
+            self.assertEqual("/run/abyss-lsp/interpreter", inner_command[0])
+            self.assertEqual("/run/abyss-lsp/executable", inner_command[2])
+            self.assertGreaterEqual(len(launch["pass_fds"]), 2)
+            self.assertIn(
+                "--config=",
+                launch["command"][-1],
+            )
+            self.assertIn(str(self.root / "lsp-scratch"), launch["command"][-1])
+            self.assertIn(str(self.source), launch["command"])
+            for source_path in (
+                self.source / "workspace.py",
+                self.source / "package" / "helper.py",
+            ):
+                target_index = launch["command"].index(str(source_path))
+                self.assertEqual("--ro-bind-data", launch["command"][target_index - 2])
+        finally:
+            session.close()
+
+    @unittest.skipUnless(
+        ManagedLspSession._can_use_immutable_launch_fds(),
+        "sealed launch descriptors are Linux-only",
+    )
+    def test_lsp_launch_rejects_external_embedded_runtime_path(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        external = self.root / "outside-config.json"
+        command = [str(server), f"--config={external}"]
+        evidence = self.machine_evidence(
+            artifact_digest=_digest_bytes(server.read_bytes()),
+            fresh_health=True,
+        )
+        evidence["lsp_sessions"][0]["command_digest"] = _digest_payload(command)
+        evidence["receipt_digest"] = machine_evidence_digest(evidence)
+        admitted_config = self.admitted_config(evidence)
+        session = ManagedLspSession(
+            command,
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "path dependency must remain inside",
+        ):
+            session.start(root_uri=self.source.as_uri())
+        self.assertIsNone(session._launch_snapshot_root)
+
+    @unittest.skipUnless(
+        ManagedLspSession._can_use_immutable_launch_fds(),
+        "sealed launch descriptors are Linux-only",
+    )
+    def test_lsp_launch_rejects_relative_path_outside_snapshot(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        outside = self.root / "outside-config.json"
+        outside.write_text("outside\n", encoding="utf-8")
+        command = [str(server), "../outside-config.json"]
+        evidence = self.machine_evidence(
+            artifact_digest=_digest_bytes(server.read_bytes()),
+            fresh_health=True,
+        )
+        evidence["lsp_sessions"][0]["command_digest"] = _digest_payload(command)
+        evidence["receipt_digest"] = machine_evidence_digest(evidence)
+        admitted_config = self.admitted_config(evidence)
+        session = ManagedLspSession(
+            command,
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "path dependency must remain inside",
+        ):
+            session.start(root_uri=self.source.as_uri())
+        self.assertIsNone(session._launch_snapshot_root)
+
+    def test_lsp_start_retires_dead_generation_before_relaunch(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        admitted_config = self.admitted_config(
+            self.machine_evidence(
+                artifact_digest=_digest_bytes(server.read_bytes()),
+                fresh_health=True,
+            )
+        )
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        old_snapshot = self.root / "lsp-scratch" / "old-generation"
+        old_snapshot.mkdir(parents=True)
+        old_file = old_snapshot / "dependency.py"
+        old_file.write_text("VALUE = 1\n", encoding="utf-8")
+        old_process = mock.Mock()
+        old_process.poll.return_value = 1
+        old_process.stdin = BytesIO()
+        old_process.stdout = BytesIO()
+        session._process = old_process
+        session._launch_snapshot_root = old_snapshot
+        session._last_good_at = "old-generation"
+        replacement = mock.Mock()
+        replacement.poll.return_value = None
+        replacement.stdin = BytesIO()
+        replacement.stdout = BytesIO()
+
+        def initialize(*args: object, **kwargs: object) -> dict[str, object]:
+            del args, kwargs
+            self.assertEqual("starting", session.snapshot()["state"])
+            return {"result": {}}
+
+        with (
+            mock.patch(
+                "live_code_intelligence.subprocess.Popen",
+                return_value=replacement,
+            ),
+            mock.patch.object(session, "request", side_effect=initialize),
+            mock.patch.object(session, "notify"),
+        ):
+            session.start(root_uri=self.source.as_uri())
+
+        self.assertFalse(old_snapshot.exists())
+        self.assertTrue(old_process.stdin.closed)
+        self.assertTrue(old_process.stdout.closed)
+        self.assertEqual("observed", session.snapshot()["state"])
+        session._process = None
+        session._cleanup_launch_snapshot()
+
+    def test_lsp_launch_fails_closed_without_owner_scratch_root(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        admitted_config = self.admitted_config(
+            self.machine_evidence(
+                artifact_digest=_digest_bytes(server.read_bytes()),
+                fresh_health=True,
+            )
+        )
+        object.__setattr__(admitted_config, "launch_scratch_root", None)
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "launch scratch root is required",
+        ):
+            session.start(root_uri=self.source.as_uri())
+        self.assertIsNone(session._launch_snapshot_root)
+
+    def test_lsp_script_interpreter_digest_is_admitted(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        evidence = self.machine_evidence(
+            artifact_digest=_digest_bytes(server.read_bytes()),
+            fresh_health=True,
+        )
+        evidence["lsp_sessions"][0]["interpreter_digest"] = "sha256:" + ("c" * 64)
+        admitted_config = self.admitted_config(evidence)
+
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "script interpreter"):
+            ManagedLspSession(
+                [str(server)],
+                provider_id="typescript-lsp",
+                language="typescript",
+                source_epoch="sha256:" + ("b" * 64),
+                admission_config=admitted_config,
+                runtime_root=runtime_root,
+            )
+
+    def test_lsp_open_document_rejects_unbound_buffer(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        document = self.source / "demo.ts"
+        document.write_text("const value = 1;\n", encoding="utf-8")
+        admitted_config = self.admitted_config(
+            self.machine_evidence(
+                artifact_digest=_digest_bytes(server.read_bytes()),
+                fresh_health=True,
+            )
+        )
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "admitted source epoch"):
+            session.open_document(uri=document.as_uri(), text="const value = 2;\n")
+        document.write_text("const value = 2;\n", encoding="utf-8")
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "source epoch manifest",
+        ):
+            session.open_document(uri=document.as_uri(), text="const value = 2;\n")
+        document.write_text("const value = 1;\n", encoding="utf-8")
+        with mock.patch.object(session, "notify") as notify:
+            session.open_document(uri=document.as_uri(), text="const value = 1;\n")
+            notify.assert_called_once()
+
+    @unittest.skipUnless(os.name == "posix", "descriptor-relative opens are POSIX-only")
+    def test_source_metadata_rejects_parent_symlink(self) -> None:
+        outside = self.root / "outside"
+        outside.mkdir()
+        (outside / "module.py").write_text("VALUE = 1\n", encoding="utf-8")
+        link = self.source / "linked"
+        link.symlink_to(outside, target_is_directory=True)
+
+        self.assertIsNone(
+            LiveCodeIntelligenceRuntime._read_source_metadata(
+                link / "module.py",
+                self.source,
+                self.config.max_file_bytes,
+            )
+        )
+
+    @unittest.skipUnless(os.name == "posix", "FIFO open flags are POSIX-only")
+    def test_source_scan_rejects_fifo_without_blocking(self) -> None:
+        os.mkfifo(self.source / "blocked.py")
+
+        started = time.monotonic()
+        state = self.runtime.refresh()
+
+        self.assertLess(time.monotonic() - started, 2)
+        self.assertEqual(state["status"], "current")
+        self.assertEqual(state["summary"]["source_file_count"], 0)
+        self.assertFalse(self.runtime.candidate_path.exists())
+
+    def test_source_scan_aggregate_file_limit_degrades_without_unbounded_state(self) -> None:
+        for name in ("one.py", "two.py", "three.py"):
+            self.write_source(name, "VALUE = 1\n")
+
+        with mock.patch.object(live_code_intelligence, "SOURCE_SCAN_MAX_FILES", 2):
+            state = self.runtime.refresh()
+
+        self.assertEqual(state["status"], "degraded")
+        self.assertEqual(state["summary"]["source_file_count"], 2)
+        self.assertEqual(state["degradation"][0]["code"], "source_scan_limit")
+        self.assertTrue(self.runtime.candidate_path.exists())
+
+    def test_observation_output_limit_degrades_before_state_retains_expansion(self) -> None:
+        self.write_source("expanded.py", "VALUE = 1\n")
+
+        with mock.patch.object(
+            live_code_intelligence,
+            "OBSERVATION_MAX_SERIALIZED_BYTES",
+            1,
+        ):
+            state = self.runtime.refresh()
+
+        self.assertEqual(state["status"], "degraded")
+        self.assertIsNone(state["files"]["expanded.py"]["observation"])
+        self.assertEqual(
+            state["degradation"][0]["code"],
+            "observation_output_limit",
+        )
+
+    def test_observation_budget_includes_reused_records_before_promotion(self) -> None:
+        self.write_source(
+            "stable.py",
+            "".join(
+                f"def stable_{index}(value):\n    return value + {index}\n"
+                for index in range(100)
+            ),
+        )
+        self.write_source("changed.py", "VALUE = 1\n")
+
+        with mock.patch.object(
+            live_code_intelligence,
+            "OBSERVATION_MAX_SERIALIZED_BYTES",
+            1_000_000,
+        ):
+            first = self.runtime.refresh()
+        self.assertEqual(first["status"], "current")
+        initial_bytes = sum(
+            len(live_code_intelligence._canonical_json(record).encode("utf-8"))
+            for record in first["files"].values()
+            if record["observation"] is not None
+        )
+
+        self.write_source(
+            "changed.py",
+            "".join(
+                f"def changed_{index}(value):\n    return value + {index}\n"
+                for index in range(50)
+            ),
+        )
+        with mock.patch.object(
+            live_code_intelligence,
+            "OBSERVATION_MAX_SERIALIZED_BYTES",
+            initial_bytes,
+        ):
+            state = self.runtime.refresh()
+
+        self.assertEqual(state["status"], "degraded")
+        self.assertEqual(state["invalidation"]["reused_paths"], ["stable.py"])
+        self.assertEqual(
+            state["files"]["stable.py"]["diagnostics"][0]["code"],
+            "observation_output_limit",
+        )
+        self.assertIsNone(state["files"]["stable.py"]["observation"])
+        self.assertTrue(self.runtime.candidate_path.is_file())
+
+    def test_concurrent_lsp_starts_launch_one_process(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        admitted_config = self.admitted_config(
+            self.machine_evidence(
+                artifact_digest=_digest_bytes(server.read_bytes()),
+                fresh_health=True,
+            )
+        )
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        process = mock.Mock()
+        process.poll.return_value = None
+        process.stdout = BytesIO()
+        with (
+            mock.patch(
+                "live_code_intelligence.subprocess.Popen",
+                return_value=process,
+            ) as popen,
+            mock.patch.object(session, "request", return_value={"result": {}}),
+            mock.patch.object(session, "notify"),
+            ThreadPoolExecutor(max_workers=2) as pool,
+        ):
+            results = list(
+                pool.map(
+                    lambda _: session.start(root_uri=self.source.as_uri()),
+                    range(2),
+                )
+            )
+        self.assertEqual(1, popen.call_count)
+        self.assertEqual(2, len(results))
+        if session._reader is not None:
+            session._reader.join(timeout=2)
+        session._process = None
+        session._cleanup_launch_snapshot()
+
+    def test_state_readers_hold_refresh_lock_for_complete_snapshot(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        self.runtime.refresh()
+        reader_entered = threading.Event()
+        release_reader = threading.Event()
+        scan_entered = threading.Event()
+        original_read_json = live_code_intelligence._read_json
+        original_scan = self.runtime._scan
+
+        def blocking_read(path: Path) -> dict:
+            if path == self.runtime.current_path:
+                reader_entered.set()
+                release_reader.wait(timeout=3)
+            return original_read_json(path)
+
+        def observed_scan() -> dict:
+            scan_entered.set()
+            return original_scan()
+
+        with (
+            mock.patch("live_code_intelligence._read_json", side_effect=blocking_read),
+            mock.patch.object(self.runtime, "_scan", side_effect=observed_scan),
+        ):
+            reader = threading.Thread(target=self.runtime.status)
+            reader.start()
+            self.assertTrue(reader_entered.wait(timeout=3))
+            refresher = threading.Thread(target=self.runtime.refresh)
+            refresher.start()
+            self.assertFalse(scan_entered.wait(timeout=0.2))
+            release_reader.set()
+            reader.join(timeout=3)
+            refresher.join(timeout=3)
+        self.assertFalse(reader.is_alive())
+        self.assertFalse(refresher.is_alive())
+        self.assertTrue(scan_entered.is_set())
+
+    def test_managed_lsp_session_rejects_non_stdio_transport(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        evidence = self.machine_evidence(
+            artifact_digest=_digest_bytes(server.read_bytes()),
+            fresh_health=True,
+        )
+        evidence["lsp_sessions"][0]["transport"] = "tcp"
+        admitted_config = self.admitted_config(evidence)
+
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "admitted provider and source epoch",
+        ):
+            ManagedLspSession(
+                [str(server)],
+                provider_id="typescript-lsp",
+                language="typescript",
+                source_epoch="sha256:" + ("b" * 64),
+                admission_config=admitted_config,
+                runtime_root=runtime_root,
+            )
+
+    def test_observed_lsp_sessions_require_source_root_in_schema_and_validator(self) -> None:
+        evidence = self.machine_evidence(fresh_health=True)
+        session = evidence["lsp_sessions"][0]
+        session["state"] = "observed"
+        session["runtime_manifest"] = [
+            {"path": "provider", "digest": "sha256:" + ("a" * 64)}
+        ]
+        session.pop("source_root")
+        evidence["receipt_digest"] = machine_evidence_digest(evidence)
+
+        schema = json.loads(
+            (
+                PART_ROOT
+                / "config"
+                / "schemas"
+                / "machine-code-intelligence-evidence.schema.json"
+            ).read_text(encoding="utf-8")
+        )
+        errors = list(Draft202012Validator(schema).iter_errors(evidence))
+        self.assertTrue(
+            any(
+                tuple(error.path) == ("lsp_sessions", 0)
+                and "source_root" in error.message
+                for error in errors
+            )
+        )
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "source_root is required for observed",
+        ):
+            _validate_machine_evidence_payload(
+                evidence,
+                expected_provider=self.config.provider_identity,
+                expected_provider_source_digest=self.config.provider_source_digest,
+                expected_config_digest=self.config.config_digest,
+            )
+
+        session["source_root"] = str(self.source)
+        session["runtime_manifest"] = []
+        evidence["receipt_digest"] = machine_evidence_digest(evidence)
+        errors = list(Draft202012Validator(schema).iter_errors(evidence))
+        self.assertTrue(
+            any(
+                tuple(error.path) == ("lsp_sessions", 0, "runtime_manifest")
+                and error.validator == "minItems"
+                for error in errors
+            )
+        )
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "runtime_manifest must be a non-empty array",
+        ):
+            _validate_machine_evidence_payload(
+                evidence,
+                expected_provider=self.config.provider_identity,
+                expected_provider_source_digest=self.config.provider_source_digest,
+                expected_config_digest=self.config.config_digest,
+            )
+
+    def test_manifest_schema_rejects_runtime_unsafe_paths(self) -> None:
+        evidence = self.machine_evidence(fresh_health=True)
+        unsafe_paths = ("/tmp/provider.py", "../provider.py", "pkg\\provider.py")
+        digest = "sha256:" + ("a" * 64)
+        schema = json.loads(
+            (
+                PART_ROOT
+                / "config"
+                / "schemas"
+                / "machine-code-intelligence-evidence.schema.json"
+            ).read_text(encoding="utf-8")
+        )
+        for field in ("runtime_manifest", "source_manifest"):
+            for unsafe_path in unsafe_paths:
+                with self.subTest(field=field, path=unsafe_path):
+                    evidence["lsp_sessions"][0][field] = [
+                        {"path": unsafe_path, "digest": digest}
+                    ]
+                    errors = list(Draft202012Validator(schema).iter_errors(evidence))
+                    self.assertTrue(
+                        any(
+                            tuple(error.path)
+                            == ("lsp_sessions", 0, field, 0, "path")
+                            and error.validator == "pattern"
+                            for error in errors
+                        )
+                    )
+            evidence["lsp_sessions"][0][field] = []
+
+    def test_lsp_response_header_line_is_bounded(self) -> None:
+        runtime_root = self.root / "machine-runtime"
+        runtime_root.mkdir()
+        server = runtime_root / "fake-lsp"
+        server.write_text(f"#!{sys.executable}\n", encoding="utf-8")
+        server.chmod(0o755)
+        evidence = self.machine_evidence(
+            artifact_digest=_digest_bytes(server.read_bytes()),
+            fresh_health=True,
+        )
+        admitted_config = self.admitted_config(evidence)
+        session = ManagedLspSession(
+            [str(server)],
+            provider_id="typescript-lsp",
+            language="typescript",
+            source_epoch="sha256:" + ("b" * 64),
+            admission_config=admitted_config,
+            runtime_root=runtime_root,
+        )
+        process = mock.Mock()
+        process.stdout = BytesIO(b"X" * 16_385 + b"\n")
+        session._process = process
+
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "bounded header"):
+            session._read_message()
+
+    def test_stale_machine_health_is_not_emitted_as_current_posture(self) -> None:
+        evidence = self.machine_evidence()
+        admitted_config = self.admitted_config(evidence)
+        status = LiveCodeIntelligenceRuntime(admitted_config).status()
+
+        self.assertEqual(status["machine_binding"]["live_measurement"]["state"], "unobserved")
+        self.assertEqual(status["machine_binding"]["admission"]["state"], "unknown")
+        self.assertEqual(status["lsp_sessions"]["state"], "unobserved")
+        self.assertEqual(status["lifecycle"]["state"], "source-candidate")
+        self.assertEqual(status["owner_review"]["machine_evidence"], "stale")
+
+    def test_parser_resource_failures_degrade_without_masking_other_errors(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        for failure in (MemoryError, RecursionError, SystemError):
+            with self.subTest(failure=failure.__name__):
+                with mock.patch("live_code_intelligence.ast.parse", side_effect=failure):
+                    state = self.runtime.refresh()
+                self.assertEqual(state["status"], "degraded")
+                self.assertEqual(
+                    state["degradation"][0]["code"],
+                    "python_parse_resource_error",
+                )
+
+        with mock.patch(
+            "live_code_intelligence._PythonObservationVisitor.visit",
+            side_effect=SystemError,
+        ):
+            state = self.runtime.refresh()
+        self.assertEqual(state["status"], "degraded")
+        self.assertEqual(
+            state["degradation"][0]["code"],
+            "python_ast_traversal_error",
+        )
+
+    def test_query_reports_truncated_results(self) -> None:
+        self.write_source(
+            "many.py",
+            "\n".join(f"def function_{index}(): return {index}" for index in range(120))
+            + "\n",
+        )
+        self.runtime.refresh()
+        with mock.patch.object(
+            self.runtime,
+            "_query_result",
+            wraps=self.runtime._query_result,
+        ) as query_result:
+            result = self.runtime.definitions()
+
+        self.assertEqual(result["status"], "truncated")
+        self.assertEqual(result["result_limit"], 100)
+        self.assertEqual(result["result_count"], 100)
+        self.assertEqual(result["total_results"], 121)
+        self.assertTrue(result["truncated"])
+        self.assertEqual(len(query_result.call_args.args[1]), 100)
+        self.assertEqual(query_result.call_args.kwargs["total_results"], 121)
+
+        self.write_source(
+            "references.py",
+            "\n".join(f"value_{index} = helper" for index in range(120)) + "\n",
+        )
+        self.runtime.refresh()
+        with mock.patch.object(
+            self.runtime,
+            "_query_result",
+            wraps=self.runtime._query_result,
+        ) as query_result:
+            references = self.runtime.references("helper")
+        self.assertEqual(references["status"], "truncated")
+        self.assertEqual(references["result_count"], 100)
+        self.assertEqual(references["total_results"], 120)
+        self.assertEqual(len(query_result.call_args.args[1]), 100)
+        self.assertEqual(query_result.call_args.kwargs["total_results"], 120)
+
+    def test_relative_imports_invalidate_their_importers(self) -> None:
+        self.write_source("pkg/__init__.py", "\n")
+        self.write_source("pkg/provider.py", "def helper():\n    return 1\n")
+        self.write_source(
+            "pkg/consumer.py",
+            "from .provider import helper\n\ndef run():\n    return helper()\n",
+        )
+        self.runtime.refresh()
+
+        self.write_source("pkg/provider.py", "def helper():\n    return 2\n")
+        state = self.runtime.refresh()
+
+        self.assertEqual(state["invalidation"]["changed_paths"], ["pkg/provider.py"])
+        self.assertEqual(
+            state["invalidation"]["dependency_impacted_paths"], ["pkg/consumer.py"]
+        )
+
+    def test_package_level_relative_imports_invalidate_their_importers(self) -> None:
+        self.write_source("pkg/__init__.py", "\n")
+        self.write_source("pkg/provider.py", "VALUE = 1\n")
+        self.write_source(
+            "pkg/consumer.py",
+            "from . import provider\n\ndef read():\n    return provider.VALUE\n",
+        )
+        self.runtime.refresh()
+
+        self.write_source("pkg/provider.py", "VALUE = 2\n")
+        state = self.runtime.refresh()
+
+        self.assertEqual(state["invalidation"]["changed_paths"], ["pkg/provider.py"])
+        self.assertEqual(
+            state["invalidation"]["dependency_impacted_paths"], ["pkg/consumer.py"]
+        )
+
+    def test_deleted_module_invalidates_existing_importers(self) -> None:
+        self.write_source("provider.py", "def helper():\n    return 1\n")
+        self.write_source(
+            "consumer.py",
+            "from provider import helper\n\ndef run():\n    return helper()\n",
+        )
+        self.write_source("unrelated.py", "VALUE = 3\n")
+        first = self.runtime.refresh()
+
+        (self.source / "provider.py").unlink()
+        second = self.runtime.refresh()
+
+        invalidation = second["invalidation"]
+        self.assertEqual(invalidation["deleted_paths"], ["provider.py"])
+        self.assertEqual(
+            invalidation["dependency_impacted_paths"], ["consumer.py"]
+        )
+        self.assertIn("consumer.py", invalidation["invalidated_paths"])
+        self.assertNotIn("consumer.py", invalidation["reused_paths"])
+        self.assertEqual(
+            second["files"]["consumer.py"]["observation"],
+            first["files"]["consumer.py"]["observation"],
+        )
+        self.assertEqual(
+            invalidation["blast_radius_universe"]["kind"],
+            "previous-and-current-source-files",
+        )
+        self.assertEqual(invalidation["blast_radius_universe"]["count"], 3)
+        self.assertEqual(invalidation["blast_radius"], round(2 / 3, 6))
+        self.assertLessEqual(invalidation["blast_radius"], 1.0)
+
+    def test_deletion_blast_radius_uses_stable_universe_for_complete_deletion(self) -> None:
+        self.write_source("provider.py", "def helper():\n    return 1\n")
+        self.write_source(
+            "consumer.py",
+            "from provider import helper\n\ndef run():\n    return helper()\n",
+        )
+        self.runtime.refresh()
+
+        (self.source / "provider.py").unlink()
+        partial = self.runtime.refresh()["invalidation"]
+
+        self.assertEqual(partial["blast_radius_universe"]["count"], 2)
+        self.assertEqual(partial["blast_radius"], 1.0)
+
+        (self.source / "consumer.py").unlink()
+        complete = self.runtime.refresh()["invalidation"]
+
+        self.assertEqual(complete["deleted_paths"], ["consumer.py"])
+        self.assertEqual(complete["blast_radius_universe"]["count"], 1)
+        self.assertEqual(complete["blast_radius"], 1.0)
+        self.assertLessEqual(complete["blast_radius"], 1.0)
+
+    def test_config_digest_tracks_state_route_and_owner_boundaries(self) -> None:
+        config_path = PART_ROOT / "config" / "python-ast-live-provider.json"
+        base_payload = json.loads(config_path.read_text(encoding="utf-8"))
+
+        state_payload = json.loads(json.dumps(base_payload))
+        state_payload["state"]["relative_root"] = "Knowledge/other-live-root"
+        state_config_path = self.root / "state-route-config.json"
+        state_config_path.write_text(json.dumps(state_payload), encoding="utf-8")
+        state_config = LiveCodeIntelligenceConfig.from_file(
+            state_config_path,
+            source_root=self.source,
+            state_root=self.state,
+        )
+
+        self.assertNotEqual(self.config.config_digest, state_config.config_digest)
+        boundary_payload = json.loads(json.dumps(base_payload))
+        boundary_payload["owner_boundaries"]["proof_and_verdict"] = "other-owner"
+        boundary_config_path = self.root / "boundary-config.json"
+        boundary_config_path.write_text(json.dumps(boundary_payload), encoding="utf-8")
+        with self.assertRaises(LiveCodeIntelligenceError):
+            LiveCodeIntelligenceConfig.from_file(
+                boundary_config_path,
+                source_root=self.source,
+                state_root=self.state,
+            )
+
+        self.assertEqual(
+            LiveCodeIntelligenceRuntime(state_config).discover()["config"][
+                "state_relative_root"
+            ],
+            "Knowledge/other-live-root",
+        )
+
+        self.write_source("module.py", "VALUE = 1\n")
+        self.runtime.refresh()
+        refreshed = LiveCodeIntelligenceRuntime(state_config).refresh()
+        self.assertTrue(refreshed["invalidation"]["full_rebuild"])
+        self.assertEqual(refreshed["config"]["digest"], state_config.config_digest)
+
+    def test_config_loader_rejects_forged_provider_machine_and_schema_claims(self) -> None:
+        config_path = PART_ROOT / "config" / "python-ast-live-provider.json"
+        base_payload = json.loads(config_path.read_text(encoding="utf-8"))
+        mutations = {
+            "provider id": lambda payload: payload["provider"].update(
+                {"id": "forged-provider"}
+            ),
+            "provider version": lambda payload: payload["provider"].update(
+                {"version": "999"}
+            ),
+            "provider language": lambda payload: payload["provider"].update(
+                {"language": "javascript"}
+            ),
+            "provider mode": lambda payload: payload["provider"].update(
+                {"mode": "forged"}
+            ),
+            "provider observation schema": lambda payload: payload["provider"].update(
+                {"observation_schema": "forged-observation-v1"}
+            ),
+            "provider boundary schema": lambda payload: payload["provider"].update(
+                {"boundary_schema": "forged-boundary-v1"}
+            ),
+            "missing installation identity": lambda payload: payload[
+                "machine_binding"
+            ].pop("installation_identity"),
+            "forged trust state": lambda payload: payload["machine_binding"][
+                "artifact_subject"
+            ].update({"trust_state": "trusted"}),
+            "forged admission state": lambda payload: payload["machine_binding"][
+                "artifact_subject"
+            ].update({"admission_state": "admitted"}),
+            "forged observation owner": lambda payload: payload["owner_boundaries"].update(
+                {"observation_meaning": "abyss-stack"}
+            ),
+            "unexpected top-level key": lambda payload: payload.update(
+                {"unexpected": True}
+            ),
+            "unexpected machine key": lambda payload: payload["machine_binding"].update(
+                {"evidence": "self-asserted"}
+            ),
+            "null machine binding": lambda payload: payload.update(
+                {"machine_binding": None}
+            ),
+        }
+
+        for label, mutate in mutations.items():
+            with self.subTest(label=label):
+                payload = json.loads(json.dumps(base_payload))
+                mutate(payload)
+                forged_path = self.root / f"{label.replace(' ', '-')}.json"
+                forged_path.write_text(json.dumps(payload), encoding="utf-8")
+                with self.assertRaises(LiveCodeIntelligenceError):
+                    LiveCodeIntelligenceConfig.from_file(
+                        forged_path,
+                        source_root=self.source,
+                        state_root=self.state,
+                    )
+
+    def test_direct_config_constructor_rejects_forged_identity(self) -> None:
+        with self.assertRaises(LiveCodeIntelligenceError):
+            replace(self.config, provider_id="forged-provider")
+
+        machine_binding = json.loads(json.dumps(self.config.machine_binding_identity))
+        machine_binding["artifact_subject"]["admission_state"] = "admitted"
+        with self.assertRaises(LiveCodeIntelligenceError):
+            replace(self.config, machine_binding=machine_binding)
+
+        with self.assertRaises(LiveCodeIntelligenceError):
+            replace(self.config, machine_evidence=self.machine_evidence())
+
+    def test_machine_evidence_is_external_owner_qualified_and_provider_neutral(self) -> None:
+        evidence = self.machine_evidence()
+        evidence_path = self.root / "machine-evidence.json"
+        evidence_path.write_text(json.dumps(evidence), encoding="utf-8")
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError, "owner-authenticated registry gate"
+        ):
+            LiveCodeIntelligenceConfig.from_file(
+                PART_ROOT / "config" / "python-ast-live-provider.json",
+                source_root=self.source,
+                state_root=self.state,
+                machine_evidence_path=evidence_path,
+            )
+
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        state = self.runtime.refresh()
+        self.assertEqual(state["machine_binding"]["installation"]["state"], "source-candidate")
+        self.assertEqual(state["machine_binding"]["admission"]["state"], "unknown")
+        self.assertEqual(state["machine_binding"]["live_measurement"]["state"], "unobserved")
+        self.assertEqual(state["lsp_sessions"]["state"], "unobserved")
+        self.assertEqual(state["lifecycle"]["state"], "source-candidate")
+        self.assertEqual(state["owner_review"]["machine_evidence"], "missing")
+        self.assertTrue(
+            any(
+                lane["language"] == "second-language"
+                and lane["evidence_class"] == "not-observed"
+                for lane in state["observation_lanes"]
+            )
+        )
+
+    def test_provider_worker_queue_is_bounded_and_second_language_stays_receipt_only(self) -> None:
+        for index in range(PROVIDER_QUEUE_CAPACITY + 1):
+            self.write_source(
+                f"module_{index:03d}.py",
+                f"VALUE_{index} = {index}\n",
+            )
+
+        state = self.runtime.refresh()
+        workers = state["provider_workers"]
+        self.assertEqual(
+            workers["schema_version"],
+            "abyss-stack-live-code-intelligence-provider-worker-v1",
+        )
+        self.assertEqual(
+            workers["queue"],
+            {
+                "schema_version": "abyss-stack-live-code-intelligence-provider-work-queue-v1",
+                "queue_id": "queue:live-code-intelligence",
+                "state": "idle",
+                "capacity": PROVIDER_QUEUE_CAPACITY,
+                "depth": 0,
+                "ordering": "path-lexicographic",
+                "delivery": "bounded-serialized",
+            },
+        )
+        self.assertEqual(
+            [worker["language"] for worker in workers["workers"]],
+            ["python", "typescript"],
+        )
+        self.assertEqual(workers["workers"][0]["state"], "source-candidate")
+        self.assertEqual(workers["workers"][0]["execution"], "in-process")
+        self.assertEqual(workers["workers"][1]["state"], "receipt-only")
+        self.assertEqual(workers["workers"][1]["execution"], "not-started")
+        self.assertEqual(state["summary"]["source_file_count"], PROVIDER_QUEUE_CAPACITY + 1)
+        self.assertEqual(self.runtime.status()["provider_workers"], workers)
+
+    def test_self_asserted_registry_gate_requires_the_machine_trust_anchor(self) -> None:
+        evidence = self.machine_evidence()
+        record_digest = _digest_payload(evidence)
+        record_ref = f"cas://{record_digest}"
+        key_digest = "sha256:" + ("f" * 64)
+        verification_ref = "cas://sha256:" + ("e" * 64)
+        signed_payload = {
+            "schema_version": "abyss-machine-admission-gate-signed-payload-v1",
+            "owner": "abyss-machine",
+            "gate_id": "gate:fixture",
+            "state": "authenticated",
+            "algorithm": "ed25519",
+            "verification_method": "ed25519-owner-signature-v1",
+            "key_id": "key:fixture",
+            "key_digest": key_digest,
+            "verification_ref": verification_ref,
+            "registry_record_ref": record_ref,
+            "registry_record_digest": record_digest,
+            "evidence_digest": record_digest,
+            "subject_digest": _digest_payload(evidence["subject"]),
+            "provider_source_digest": self.config.provider_source_digest,
+            "config_digest": self.config.config_digest,
+            "claim_limits_digest": _digest_payload(evidence["claim_limits"]),
+        }
+        gate = {
+            "schema_version": "abyss-machine-admission-gate-v1",
+            "owner": "abyss-machine",
+            "state": "authenticated",
+            "algorithm": "ed25519",
+            "verification_method": "ed25519-owner-signature-v1",
+            "key_id": "key:fixture",
+            "key_digest": key_digest,
+            "gate_id": "gate:fixture",
+            "verification_ref": verification_ref,
+            "subject_digest": signed_payload["subject_digest"],
+            "signed_payload": signed_payload,
+            "signature": base64.b64encode(b"\0" * 64).decode("ascii"),
+        }
+        gate["gate_digest"] = machine_evidence_gate_digest(gate)
+        bundle = {
+            "schema_version": MACHINE_GATE_SCHEMA,
+            "registry": {
+                "schema_version": "abyss-machine-content-addressed-registry-record-v1",
+                "owner": "abyss-machine",
+                "record_ref": record_ref,
+                "record_digest": record_digest,
+                "gate_ref": f"cas://{gate['gate_digest']}",
+                "gate_digest": gate["gate_digest"],
+            },
+            "evidence": evidence,
+            "gate": gate,
+        }
+        bundle["bundle_digest"] = machine_evidence_bundle_digest(bundle)
+        bundle_path = self.root / "self-asserted-gate.json"
+        bundle_path.write_text(json.dumps(bundle), encoding="utf-8")
+        with self.assertRaises(LiveCodeIntelligenceError):
+            LiveCodeIntelligenceConfig.from_file(
+                PART_ROOT / "config" / "python-ast-live-provider.json",
+                source_root=self.source,
+                state_root=self.state,
+                machine_evidence_path=bundle_path,
+            )
+
+    def test_public_key_schema_requires_fixed_ed25519_base64(self) -> None:
+        schema_path = (
+            PART_ROOT
+            / "config"
+            / "schemas"
+            / "machine-code-intelligence-gate-public-key.schema.json"
+        )
+        schema = self.read_json(schema_path)
+        validator = Draft202012Validator(schema)
+        valid = {
+            "schema_version": "abyss-machine-code-intelligence-gate-public-key-v1",
+            "owner": "abyss-machine",
+            "key_id": "key:fixture",
+            "algorithm": "ed25519",
+            "public_key": base64.b64encode(bytes(32)).decode("ascii"),
+        }
+        self.assertEqual([], list(validator.iter_errors(valid)))
+        for public_key in ("x", "A" * 44, base64.b64encode(bytes(31)).decode("ascii")):
+            with self.subTest(public_key=public_key):
+                invalid = {**valid, "public_key": public_key}
+                self.assertTrue(list(validator.iter_errors(invalid)))
+
+    def test_gate_schema_requires_fixed_ed25519_signature_base64(self) -> None:
+        schema_path = (
+            PART_ROOT
+            / "config"
+            / "schemas"
+            / "machine-code-intelligence-gate.schema.json"
+        )
+        schema = self.read_json(schema_path)
+        signature_schema = schema["properties"]["gate"]["properties"]["signature"]
+        validator = Draft202012Validator(signature_schema)
+        valid = base64.b64encode(bytes(64)).decode("ascii")
+        self.assertEqual([], list(validator.iter_errors(valid)))
+        for signature in (
+            "x",
+            base64.b64encode(bytes(63)).decode("ascii"),
+            base64.b64encode(bytes(65)).decode("ascii"),
+            "A" * 88,
+        ):
+            with self.subTest(signature=signature):
+                self.assertTrue(list(validator.iter_errors(signature)))
+
+    def test_owner_signature_verifier_accepts_only_the_exact_signed_bytes(self) -> None:
+        public_key = bytes.fromhex(
+            "d75a980182b10ab7d54bfed3c964073a0ee172f3daa62325af021a68f707511a"
+        )
+        signature = bytes.fromhex(
+            "e5564300c360ac729086e2cc806e828a84877f1eb8e5d974d873e06522490155"
+            "5fb8821590a33bacc61e39701cf9b46bd25bf5f0595bbe24655141438e7a100b"
+        )
+        self.assertTrue(_ed25519_verify(public_key, signature, b""))
+        self.assertFalse(_ed25519_verify(public_key, signature, b"tampered"))
+
+    def test_machine_evidence_digest_and_source_path_boundary_fail_closed(self) -> None:
+        evidence = self.machine_evidence()
+        tampered = json.loads(json.dumps(evidence))
+        tampered["admission"]["state"] = "unknown"
+        tampered["receipt_digest"] = machine_evidence_digest(tampered)
+        tampered_path = self.root / "tampered-machine-evidence.json"
+        tampered_path.write_text(json.dumps(tampered), encoding="utf-8")
+        with self.assertRaises(LiveCodeIntelligenceError):
+            LiveCodeIntelligenceConfig.from_file(
+                PART_ROOT / "config" / "python-ast-live-provider.json",
+                source_root=self.source,
+                state_root=self.state,
+                machine_evidence_path=tampered_path,
+            )
+
+        inside_path = self.source / "machine-evidence.json"
+        inside_path.write_text(json.dumps(evidence), encoding="utf-8")
+        with self.assertRaises(LiveCodeIntelligenceError):
+            LiveCodeIntelligenceConfig.from_file(
+                PART_ROOT / "config" / "python-ast-live-provider.json",
+                source_root=self.source,
+                state_root=self.state,
+                machine_evidence_path=inside_path,
+            )
+
+        self.assertNotEqual(
+            machine_evidence_digest(evidence),
+            machine_evidence_digest({**evidence, "receipt_id": "changed"}),
+        )
+
+    def test_concurrent_refreshes_serialize_state_transitions(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        runtimes = [LiveCodeIntelligenceRuntime(self.config) for _ in range(4)]
+        active = 0
+        maximum_active = 0
+        counter_lock = threading.Lock()
+        original = LiveCodeIntelligenceRuntime._refresh_unlocked
+
+        def wrapped(runtime: LiveCodeIntelligenceRuntime) -> dict:
+            nonlocal active, maximum_active
+            with counter_lock:
+                active += 1
+                maximum_active = max(maximum_active, active)
+            try:
+                time.sleep(0.02)
+                return original(runtime)
+            finally:
+                with counter_lock:
+                    active -= 1
+
+        for runtime in runtimes:
+            runtime._refresh_unlocked = wrapped.__get__(
+                runtime, LiveCodeIntelligenceRuntime
+            )
+
+        with ThreadPoolExecutor(max_workers=len(runtimes)) as pool:
+            states = list(pool.map(lambda runtime: runtime.refresh(), runtimes))
+
+        self.assertEqual(maximum_active, 1)
+        self.assertTrue(all(state["status"] == "current" for state in states))
+        self.assertEqual(self.read_json(self.runtime.current_path)["status"], "current")
+        self.assertFalse(self.runtime.candidate_path.exists())
+
+    def test_source_and_state_symlinks_are_fail_closed(self) -> None:
+        outside_source = self.root / "outside.py"
+        outside_source.write_text("VALUE = 7\n", encoding="utf-8")
+        (self.source / "linked.py").symlink_to(outside_source)
+        state = self.runtime.refresh()
+        self.assertEqual(state["summary"]["source_file_count"], 0)
+
+        outside_state = self.root / "outside-state.json"
+        outside_state.write_text("sentinel", encoding="utf-8")
+        self.runtime.current_path.unlink()
+        self.runtime.current_path.symlink_to(outside_state)
+        with self.assertRaises(LiveCodeIntelligenceError):
+            self.runtime.refresh()
+        self.assertEqual(outside_state.read_text(encoding="utf-8"), "sentinel")
+
+    def test_source_and_state_root_symlinks_are_rejected_before_resolution(self) -> None:
+        outside_source = self.root / "outside-source"
+        outside_source.mkdir()
+        source_link = self.root / "source-link"
+        source_link.symlink_to(outside_source, target_is_directory=True)
+        with self.assertRaises(LiveCodeIntelligenceError):
+            LiveCodeIntelligenceConfig(
+                source_root=source_link,
+                state_root=self.state,
+            )
+
+        outside_state = self.root / "outside-state-root"
+        outside_state.mkdir()
+        state_link = self.root / "state-link"
+        state_link.symlink_to(outside_state, target_is_directory=True)
+        with self.assertRaises(LiveCodeIntelligenceError):
+            LiveCodeIntelligenceConfig(
+                source_root=self.source,
+                state_root=state_link,
+            )
+
+    def test_oversized_source_is_degraded_without_retaining_file_bytes(self) -> None:
+        machine_binding = json.loads(json.dumps(self.config.machine_binding))
+        machine_binding["resource_envelope"]["max_file_bytes"] = 8
+        bounded_config = replace(
+            self.config,
+            max_file_bytes=8,
+            machine_binding=machine_binding,
+        )
+        bounded_runtime = LiveCodeIntelligenceRuntime(bounded_config)
+        self.write_source("large.py", "VALUE = 'this is larger'\n")
+
+        state = bounded_runtime.refresh()
+
+        self.assertEqual(state["status"], "degraded")
+        self.assertEqual(state["degradation"][0]["code"], "file_too_large")
+        self.assertNotIn("content", state["files"]["large.py"])
+
+    def test_source_scan_does_not_retain_aggregate_file_bytes(self) -> None:
+        self.write_source("one.py", "VALUE = 1\n")
+        self.write_source("two.py", "VALUE = 2\n")
+
+        scanned = self.runtime._scan()
+
+        self.assertTrue(scanned)
+        self.assertTrue(all(item.get("content") is None for item in scanned.values()))
+        self.assertEqual(self.runtime.refresh()["status"], "current")
+
+    def test_status_reuses_each_validated_state_for_its_pointer(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        self.runtime.refresh()
+        self.write_source("module.py", "VALUE = 2\n")
+        self.runtime.refresh()
+
+        with mock.patch.object(
+            self.runtime,
+            "_state_identity_matches_config",
+            wraps=self.runtime._state_identity_matches_config,
+        ) as identity_check:
+            status = self.runtime.status()
+
+        self.assertEqual(identity_check.call_count, 3)
+        self.assertIsNotNone(status["current"])
+        self.assertIsNotNone(status["last_good"])
+        self.assertIsNone(status["candidate"])
+
+    def test_incompatible_last_good_is_not_used_after_config_drift(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        self.runtime.refresh()
+        self.write_source("module.py", "VALUE = 2\n")
+        self.runtime.refresh()
+
+        drifted_config = replace(
+            self.config,
+            state_relative_root="Knowledge/drifted-live-root",
+        )
+        drifted_runtime = LiveCodeIntelligenceRuntime(drifted_config)
+
+        self.assertEqual(drifted_runtime.status()["state"], "unavailable")
+        self.assertIsNone(drifted_runtime.status()["last_good"])
+        self.assertEqual(drifted_runtime.definitions()["freshness"], "unknown")
+
+    def test_tampered_persisted_file_record_is_not_a_query_source(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        self.runtime.refresh()
+        persisted = self.read_json(self.runtime.current_path)
+        persisted["files"]["module.py"]["size_bytes"] += 1
+        self.runtime.current_path.write_text(json.dumps(persisted), encoding="utf-8")
+
+        self.assertEqual(self.runtime.status()["state"], "unavailable")
+        self.assertEqual(self.runtime.definitions()["freshness"], "unknown")
+
+    def test_tampered_persisted_observation_is_not_a_query_source(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        self.runtime.refresh()
+        persisted = self.read_json(self.runtime.current_path)
+        persisted["files"]["module.py"]["observation"]["symbols"][0][
+            "name"
+        ] = "forged"
+        self.runtime.current_path.write_text(json.dumps(persisted), encoding="utf-8")
+
+        self.assertEqual(self.runtime.status()["state"], "unavailable")
+        self.assertEqual(self.runtime.definitions()["freshness"], "unknown")
+
+    def test_tampered_persisted_lifecycle_is_not_a_query_source(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        self.runtime.refresh()
+        persisted = self.read_json(self.runtime.current_path)
+        persisted["lifecycle"]["restart"]["state"] = "ready"
+        self.runtime.current_path.write_text(json.dumps(persisted), encoding="utf-8")
+
+        self.assertEqual(self.runtime.status()["state"], "unavailable")
+        self.assertEqual(self.runtime.definitions()["freshness"], "unknown")
+
+    def test_tampered_persisted_invalidation_is_not_a_query_source(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        self.runtime.refresh()
+        persisted = self.read_json(self.runtime.current_path)
+        persisted["invalidation"] = {
+            "changed_paths": [],
+            "added_paths": [],
+            "deleted_paths": [],
+            "dependency_impacted_paths": [],
+            "invalidated_paths": [],
+            "reused_paths": ["module.py"],
+            "full_rebuild": False,
+            "blast_radius_universe": {
+                "kind": "previous-and-current-source-files",
+                "count": 1,
+                "paths": ["module.py"],
+            },
+            "blast_radius": 0.0,
+        }
+        persisted["observation_envelope"]["invalidation"] = persisted[
+            "invalidation"
+        ]
+        persisted["provenance"]["full_rebuild"] = False
+        self.runtime.current_path.write_text(json.dumps(persisted), encoding="utf-8")
+
+        self.assertEqual(self.runtime.status()["state"], "unavailable")
+        restarted_runtime = LiveCodeIntelligenceRuntime(self.config)
+        self.assertEqual(restarted_runtime.status()["state"], "unavailable")
+
+    def test_discover_does_not_overclaim_malformed_last_good(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        self.runtime.refresh()
+        self.write_source("module.py", "VALUE = 2\n")
+        self.runtime.refresh()
+        self.assertTrue(self.runtime.last_good_path.is_file())
+
+        self.runtime.last_good_path.write_text("{\"forged\": true}", encoding="utf-8")
+
+        self.assertEqual(self.runtime.status()["state"], "current")
+        self.assertEqual(
+            self.runtime.discover()["lifecycle"]["last_good"]["state"],
+            "unavailable",
+        )
+
+    def test_new_runtime_instance_reads_current_after_restart(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        first = self.runtime.refresh()
+
+        restarted_runtime = LiveCodeIntelligenceRuntime(self.config)
+
+        self.assertEqual(restarted_runtime.status()["state"], "current")
+        self.assertEqual(
+            restarted_runtime.definitions("stable")["source_epoch"],
+            first["source"]["source_epoch"],
+        )
+
+    def test_forged_persisted_machine_binding_is_not_reused(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        self.runtime.refresh()
+        persisted = self.read_json(self.runtime.current_path)
+        persisted["machine_binding"]["trust_binding"]["state"] = "trusted"
+        self.runtime.current_path.write_text(json.dumps(persisted), encoding="utf-8")
+
+        status = self.runtime.status()
+
+        self.assertEqual(status["state"], "unavailable")
+        self.assertIsNone(status["current"])
+        self.assertEqual(self.runtime.definitions()["freshness"], "unknown")
+
+    def test_executable_provider_boundary_emits_machine_bound_json(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        config_path = PART_ROOT / "config" / "python-ast-live-provider.json"
+        completed = subprocess.run(
+            [
+                sys.executable,
+                str(PART_ROOT / "live_code_intelligence.py"),
+                "refresh",
+                "--config",
+                str(config_path),
+                "--source-root",
+                str(self.source),
+                "--state-root",
+                str(self.state),
+                *self.historical_trust_cli_args(),
+            ],
+            check=False,
+            capture_output=True,
+            text=True,
+        )
+
+        self.assertEqual(completed.returncode, 0, completed.stderr)
+        payload = json.loads(completed.stdout)
+        self.assertEqual(
+            payload["schema_version"],
+            "abyss-stack-live-code-intelligence-provider-boundary-v1",
+        )
+        self.assertEqual(payload["operation"], "refresh")
+        self.assertEqual(payload["status"], "ok")
+        self.assertEqual(payload["result"]["status"], "current")
+        self.assertEqual(
+            payload["machine_binding"]["admission"]["state"], "unknown"
+        )
+
+    def test_executable_lifecycle_operations_are_bounded_and_recoverable(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        first = self.runtime.refresh()
+        first_epoch = first["source"]["source_epoch"]
+
+        self.write_source("module.py", "def stable():\n    return 2\n")
+        second = self.runtime.refresh()
+        second_epoch = second["source"]["source_epoch"]
+        self.assertNotEqual(first_epoch, second_epoch)
+
+        last_good = self.runtime.execute("last_good")
+        self.assertEqual(last_good["schema_version"], "abyss-stack-live-code-intelligence-operation-v1")
+        self.assertEqual(last_good["operation"], "last_good")
+        self.assertEqual(last_good["state"], "available")
+        self.assertEqual(last_good["target_source_epoch"], first_epoch)
+        self.assertEqual(last_good["target"]["label"], "last-good")
+
+        current_before_canary = self.runtime.current_path.read_bytes()
+        canary = self.runtime.execute("canary")
+        self.assertEqual(canary["operation"], "canary")
+        self.assertEqual(canary["state"], "passed")
+        self.assertEqual(canary["promotion"], "none")
+        self.assertEqual(self.runtime.current_path.read_bytes(), current_before_canary)
+
+        restarted = self.runtime.execute("restart")
+        self.assertEqual(restarted["operation"], "restart")
+        self.assertEqual(restarted["state"], "current")
+        self.assertEqual(restarted["rebuild"], "full")
+        self.assertEqual(restarted["target_source_epoch"], second_epoch)
+
+        self.write_source("module.py", "def broken(:\n    return 3\n")
+        current_before_failed_canary = self.runtime.current_path.read_bytes()
+        failed_canary = self.runtime.execute("canary")
+        self.assertEqual(failed_canary["state"], "failed")
+        self.assertTrue(failed_canary["diagnostics"])
+        self.assertEqual(
+            self.runtime.current_path.read_bytes(), current_before_failed_canary
+        )
+
+        rolled_back = self.runtime.execute("rollback")
+        self.assertEqual(rolled_back["operation"], "rollback")
+        self.assertEqual(rolled_back["state"], "rolled-back")
+        self.assertEqual(rolled_back["target_source_epoch"], first_epoch)
+        self.assertEqual(self.runtime.status()["state"], "current")
+        self.assertEqual(
+            self.read_json(self.runtime.current_path)["source"]["source_epoch"],
+            first_epoch,
+        )
+        self.assertFalse(self.runtime.candidate_path.exists())
+        for operation in ("last_good", "canary", "restart", "rollback"):
+            self.assertTrue(
+                (self.runtime.operation_receipts_path / f"{operation}.json").is_file()
+            )
+
+        config_path = PART_ROOT / "config" / "python-ast-live-provider.json"
+        completed = subprocess.run(
+            [
+                sys.executable,
+                str(PART_ROOT / "live_code_intelligence.py"),
+                "last_good",
+                "--config",
+                str(config_path),
+                "--source-root",
+                str(self.source),
+                "--state-root",
+                str(self.state),
+                *self.historical_trust_cli_args(),
+            ],
+            check=False,
+            capture_output=True,
+            text=True,
+        )
+        self.assertEqual(completed.returncode, 0, completed.stderr)
+        payload = json.loads(completed.stdout)
+        self.assertEqual(payload["operation"], "last_good")
+        self.assertEqual(payload["result"]["state"], "available")
+
+    def test_cli_refresh_and_rollback_preserve_historical_trust_across_processes(
+        self,
+    ) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        first = self.runtime.refresh()
+        first_epoch = first["source"]["source_epoch"]
+        self.write_source("module.py", "def stable():\n    return 2\n")
+        config_path = PART_ROOT / "config" / "python-ast-live-provider.json"
+
+        refreshed = subprocess.run(
+            [
+                sys.executable,
+                str(PART_ROOT / "live_code_intelligence.py"),
+                "refresh",
+                "--config",
+                str(config_path),
+                "--source-root",
+                str(self.source),
+                "--state-root",
+                str(self.state),
+                *self.historical_trust_cli_args(),
+            ],
+            check=False,
+            capture_output=True,
+            text=True,
+        )
+        self.assertEqual(refreshed.returncode, 0, refreshed.stderr)
+        refreshed_payload = json.loads(refreshed.stdout)
+        self.assertEqual(refreshed_payload["result"]["status"], "current")
+        self.assertEqual(
+            self.read_json(self.runtime.last_good_path)["source"]["source_epoch"],
+            first_epoch,
+        )
+
+        rolled_back = subprocess.run(
+            [
+                sys.executable,
+                str(PART_ROOT / "live_code_intelligence.py"),
+                "rollback",
+                "--config",
+                str(config_path),
+                "--source-root",
+                str(self.source),
+                "--state-root",
+                str(self.state),
+                *self.historical_trust_cli_args(),
+            ],
+            check=False,
+            capture_output=True,
+            text=True,
+        )
+        self.assertEqual(rolled_back.returncode, 0, rolled_back.stderr)
+        rolled_back_payload = json.loads(rolled_back.stdout)
+        self.assertEqual(rolled_back_payload["result"]["state"], "rolled-back")
+        self.assertEqual(
+            rolled_back_payload["result"]["target_source_epoch"],
+            first_epoch,
+        )
+
+    def test_rollback_without_last_good_records_failed_operation_receipt(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        first = self.runtime.refresh()
+
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "identity-valid last-good",
+        ):
+            self.runtime.rollback()
+
+        failed_receipt = self.read_json(
+            self.runtime.operation_receipts_path / "rollback.json"
+        )
+        self.assertEqual("failed", failed_receipt["state"])
+        self.assertEqual(
+            first["source"]["source_epoch"],
+            failed_receipt["source_epoch"],
+        )
+        self.assertEqual(
+            first["source"]["source_epoch"],
+            failed_receipt["previous_source_epoch"],
+        )
+        self.assertIsNone(failed_receipt["target_source_epoch"])
+
+    def test_executable_boundary_rejects_unsigned_machine_evidence(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        config_path = PART_ROOT / "config" / "python-ast-live-provider.json"
+        evidence_path = self.root / "machine-evidence.json"
+        evidence_path.write_text(json.dumps(self.machine_evidence()), encoding="utf-8")
+        completed = subprocess.run(
+            [
+                sys.executable,
+                str(PART_ROOT / "live_code_intelligence.py"),
+                "refresh",
+                "--config",
+                str(config_path),
+                "--machine-evidence",
+                str(evidence_path),
+                "--source-root",
+                str(self.source),
+                "--state-root",
+                str(self.state),
+            ],
+            check=False,
+            capture_output=True,
+            text=True,
+        )
+
+        self.assertEqual(completed.returncode, 2)
+        self.assertEqual(completed.stdout, "")
+        payload = json.loads(completed.stderr)
+        self.assertEqual(payload["status"], "error")
+        self.assertIn("owner-authenticated registry gate", payload["error"]["message"])
+
+    def test_parse_failure_keeps_current_and_recovers_through_last_good(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        first = self.runtime.refresh()
+        first_epoch = first["source"]["source_epoch"]
+
+        self.write_source("module.py", "def broken(:\n    return 2\n")
+        degraded = self.runtime.refresh()
+
+        self.assertEqual(degraded["status"], "degraded")
+        self.assertTrue(self.runtime.candidate_path.is_file())
+        self.assertEqual(
+            self.read_json(self.runtime.current_path)["source"]["source_epoch"],
+            first_epoch,
+        )
+        status = self.runtime.status()
+        self.assertEqual(status["state"], "degraded")
+        self.assertEqual(status["current"]["source_epoch"], first_epoch)
+        self.assertEqual(status["candidate"]["status"], "degraded")
+        self.assertEqual(status["degradation"][0]["code"], "python_parse_error")
+
+        self.write_source("module.py", "def stable():\n    return 3\n")
+        recovered = self.runtime.refresh()
+
+        self.assertEqual(recovered["status"], "current")
+        self.assertFalse(self.runtime.candidate_path.exists())
+        self.assertEqual(
+            self.read_json(self.runtime.last_good_path)["source"]["source_epoch"],
+            first_epoch,
+        )
+        self.assertEqual(self.runtime.status()["state"], "current")
+
+    def test_parse_failure_without_current_points_to_last_good_fallback(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        first = self.runtime.refresh()
+        self.write_source("module.py", "def stable():\n    return 2\n")
+        self.runtime.refresh()
+        self.runtime.current_path.unlink()
+        self.write_source("module.py", "def broken(:\n    return 3\n")
+
+        degraded = self.runtime.refresh()
+
+        self.assertEqual(degraded["status"], "degraded")
+        self.assertEqual(
+            degraded["fallback"],
+            {"state": "last-good", "source_epoch": first["source"]["source_epoch"]},
+        )
+        self.assertEqual(self.runtime.status()["state"], "degraded")
+        result = self.runtime.definitions("stable")
+        self.assertEqual(result["freshness"], "fallback-last-good")
+        self.assertEqual(result["degradation"][0]["code"], "python_parse_error")
+
+    def test_python_definition_expressions_remain_in_enclosing_scope(self) -> None:
+        self.write_source(
+            "scopes.py",
+            "@decorate(factory())\ndef run(value: annotation(call())) -> returns(done()):\n"
+            "    return body()\n\nclass Child(base(make()), metaclass=meta(select())):\n"
+            "    field = inside()\n",
+        )
+        state = self.runtime.refresh()
+        relations = state["files"]["scopes.py"]["observation"]["relations"]
+        calls = {item["target"]: item["from_id"] for item in relations if item["relation_kind"] == "calls"}
+        module_id = next(
+            item["id"]
+            for item in state["files"]["scopes.py"]["observation"]["symbols"]
+            if item["kind"] == "module"
+        )
+        for target in ("decorate", "factory", "annotation", "call", "returns", "done", "base", "make", "meta", "select"):
+            self.assertEqual(calls[target], module_id)
+        self.assertNotEqual(calls["body"], module_id)
+        self.assertNotEqual(calls["inside"], module_id)
+
+    def test_repeated_definitions_and_duplicate_imports_remain_queryable(self) -> None:
+        self.write_source(
+            "duplicates.py",
+            "import os as first, os as second\nif flag:\n    def choose(): return 1\nelse:\n    def choose(): return 2\n",
+        )
+        state = self.runtime.refresh()
+        self.assertEqual(state["status"], "current")
+        self.assertEqual(self.runtime.status()["state"], "current")
+        self.assertEqual(len(self.runtime.definitions("choose")["results"]), 2)
+        relations = state["files"]["duplicates.py"]["observation"]["relations"]
+        import_ids = [item["id"] for item in relations if item["relation_kind"] == "imports"]
+        self.assertEqual(len(import_ids), len(set(import_ids)))
+
+    def test_attribute_references_and_declared_python_encoding_are_observed(self) -> None:
+        encoded = (
+            "# -*- coding: latin-1 -*-\n"
+            "label = 'café'\n"
+            "def run(module):\n    return module.helper()\n"
+        ).encode("latin-1")
+        (self.source / "encoded.py").write_bytes(encoded)
+        state = self.runtime.refresh()
+        self.assertEqual(state["status"], "current")
+        references = self.runtime.references("helper")
+        self.assertEqual(references["status"], "ok")
+        self.assertTrue(references["results"])
+
+    def test_src_import_root_and_transitive_dependency_closure(self) -> None:
+        self.write_source("src/pkg/a.py", "VALUE = 1\n")
+        self.write_source("src/pkg/b.py", "from pkg.a import VALUE\n")
+        self.write_source("src/pkg/c.py", "from pkg.b import VALUE\n")
+        self.runtime.refresh()
+        self.write_source("src/pkg/a.py", "VALUE = 2\n")
+        state = self.runtime.refresh()
+        self.assertEqual(
+            state["invalidation"]["dependency_impacted_paths"],
+            ["src/pkg/b.py", "src/pkg/c.py"],
+        )
+
+    def test_discovered_package_import_root_invalidates_importers(self) -> None:
+        self.write_source("workspace/vendor/pkg/__init__.py", "\n")
+        self.write_source("workspace/vendor/pkg/provider.py", "VALUE = 1\n")
+        self.write_source(
+            "workspace/vendor/pkg/consumer.py",
+            "from pkg.provider import VALUE\n",
+        )
+        self.runtime.refresh()
+
+        self.write_source("workspace/vendor/pkg/provider.py", "VALUE = 2\n")
+        state = self.runtime.refresh()
+
+        self.assertEqual(
+            state["invalidation"]["dependency_impacted_paths"],
+            ["workspace/vendor/pkg/consumer.py"],
+        )
+
+    def test_discovered_package_initializer_invalidates_importers(self) -> None:
+        self.write_source("workspace/vendor/pkg/__init__.py", "VALUE = 1\n")
+        self.write_source(
+            "workspace/vendor/pkg/consumer.py",
+            "from pkg import VALUE\n",
+        )
+        self.runtime.refresh()
+
+        self.write_source("workspace/vendor/pkg/__init__.py", "VALUE = 2\n")
+        state = self.runtime.refresh()
+
+        self.assertEqual(
+            state["invalidation"]["dependency_impacted_paths"],
+            ["workspace/vendor/pkg/consumer.py"],
+        )
+
+    def test_persisted_snapshot_survives_expired_machine_health(self) -> None:
+        self.write_source("module.py", "def stable(): return 1\n")
+        evidence = self.machine_evidence(fresh_health=True)
+        admitted_config = self.admitted_config(evidence)
+        runtime = LiveCodeIntelligenceRuntime(admitted_config)
+        state = runtime.refresh()
+        self.assertEqual(state["status"], "current")
+
+        authenticated = admitted_config.machine_evidence
+        self.assertIsNotNone(authenticated)
+        authenticated._payload["health"]["observed_at"] = "2026-08-25T00:00:01Z"
+
+        status = runtime.status()
+        self.assertEqual(status["state"], "current")
+        self.assertEqual(status["owner_review"]["machine_evidence"], "stale")
+        self.assertEqual(
+            status["machine_binding"]["live_measurement"]["state"],
+            "unobserved",
+        )
+        self.assertEqual(runtime.definitions("stable")["freshness"], "current")
+
+    def test_persisted_epoch_and_missing_observation_fail_closed(self) -> None:
+        self.write_source("module.py", "def stable(): return 1\n")
+        state = self.runtime.refresh()
+        tampered = json.loads(json.dumps(state))
+        tampered["source"]["source_epoch"] = "sha256:" + ("f" * 64)
+        tampered["freshness"]["source_epoch"] = tampered["source"]["source_epoch"]
+        tampered["observation_envelope"]["source_epoch"] = tampered["source"]["source_epoch"]
+        tampered["machine_binding"]["runtime_binding"]["source_epoch"] = tampered["source"]["source_epoch"]
+        tampered["observation_envelope"]["machine_binding"] = tampered["machine_binding"]
+        self.runtime.current_path.write_text(json.dumps(tampered), encoding="utf-8")
+        self.assertEqual(self.runtime.status()["state"], "unavailable")
+
+        missing = json.loads(json.dumps(state))
+        missing["files"]["module.py"]["observation"] = None
+        missing["summary"]["symbol_count"] = 0
+        missing["summary"]["occurrence_count"] = 0
+        missing["summary"]["relation_count"] = 0
+        self.runtime.current_path.write_text(json.dumps(missing), encoding="utf-8")
+        self.assertEqual(self.runtime.status()["state"], "unavailable")
+
+    def test_persisted_observations_are_rederived_from_source_bytes(self) -> None:
+        self.write_source(
+            "module.py",
+            "def stable(value):\n    return value\n",
+        )
+        state = self.runtime.refresh()
+        tampered = json.loads(json.dumps(state))
+        reference = next(
+            occurrence
+            for occurrence in tampered["files"]["module.py"]["observation"][
+                "occurrences"
+            ]
+            if occurrence["kind"] == "reference"
+        )
+        reference["name"] = "forged"
+        tampered["files"]["module.py"]["observation"]["occurrences"].sort(
+            key=lambda item: (item["location"], item["kind"], item["name"])
+        )
+        self.runtime.current_path.write_text(json.dumps(tampered), encoding="utf-8")
+
+        self.assertEqual(self.runtime.status()["state"], "unavailable")
+        self.assertEqual(
+            [],
+            self.runtime.definitions("forged")["results"],
+        )
+
+    def test_historical_persisted_observation_rejects_writable_receipt(self) -> None:
+        self.write_source("module.py", "def stable(value):\n    return value\n")
+        state = self.runtime.refresh()
+        self.write_source("module.py", "def stable(value):\n    return value + 1\n")
+
+        self.assertEqual("current", self.runtime.status()["state"])
+        tampered = json.loads(json.dumps(state))
+        reference = next(
+            occurrence
+            for occurrence in tampered["files"]["module.py"]["observation"][
+                "occurrences"
+            ]
+            if occurrence["kind"] == "reference"
+        )
+        reference["name"] = "forged"
+        tampered["files"]["module.py"]["observation"]["occurrences"].sort(
+            key=lambda item: (item["location"], item["kind"], item["name"])
+        )
+        self.runtime.current_path.write_text(json.dumps(tampered), encoding="utf-8")
+        receipt_path = self.runtime.receipts_path / (
+            f"{state['source']['source_epoch'].removeprefix('sha256:')}.json"
+        )
+        receipt = self.read_json(receipt_path)
+        receipt["observation_digest"] = _digest_payload(tampered["files"])
+        receipt_path.write_text(json.dumps(receipt), encoding="utf-8")
+
+        self.assertEqual(self.runtime.status()["state"], "unavailable")
+
+    def test_historical_trust_record_tamper_is_not_a_query_source(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        state = self.runtime.refresh()
+        self.assertNotIn(self.state, self.runtime.historical_trust_path.parents)
+        self.assertNotEqual(self.runtime.historical_trust_path, self.state)
+        records = sorted(self.runtime.historical_trust_path.rglob("*.json"))
+        self.assertEqual(len(records), 1)
+        record_path = records[0]
+        record = self.read_json(record_path)
+        os.chmod(record_path, 0o600)
+        record["observation_digest"] = "sha256:" + ("f" * 64)
+        record_path.write_text(json.dumps(record), encoding="utf-8")
+
+        restarted_runtime = LiveCodeIntelligenceRuntime(self.config)
+        self.assertEqual(restarted_runtime.status()["state"], "unavailable")
+        self.assertEqual(
+            restarted_runtime.definitions()["freshness"],
+            "unknown",
+        )
+        self.assertEqual(
+            state["source"]["source_epoch"],
+            record["source_epoch"],
+        )
+
+    def test_historical_trust_record_failure_does_not_publish_partial_json(self) -> None:
+        self.write_source("module.py", "def stable():\n    return 1\n")
+        state = self.runtime.refresh()
+        trust_directory = self.runtime.historical_trust_path / (
+            state["source"]["source_epoch"].removeprefix("sha256:")
+        )
+        for record_path in trust_directory.glob("*.json"):
+            record_path.unlink()
+
+        with (
+            mock.patch(
+                "live_code_intelligence.os.fsync",
+                side_effect=OSError("simulated publication failure"),
+            ),
+            self.assertRaisesRegex(
+                LiveCodeIntelligenceError,
+                "unable to persist historical trust record",
+            ),
+        ):
+            self.runtime._persist_historical_trust_record(state)
+
+        self.assertEqual([], list(trust_directory.iterdir()))
+        self.runtime._persist_historical_trust_record(state)
+        self.assertEqual(1, len(list(trust_directory.glob("*.json"))))
+
+    def test_historical_trust_requires_an_external_owner_boundary(self) -> None:
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "outside the mutable state root",
+        ):
+            replace(
+                self.config,
+                historical_trust_root=self.state / "trusted-epochs",
+                historical_trust_key_path=self.root / "historical-trust.key",
+            )
+
+        with self.assertRaisesRegex(
+            LiveCodeIntelligenceError,
+            "supplied together",
+        ):
+            replace(self.config, historical_trust_root=None)
+
+    def test_persisted_authenticated_summary_must_match_capture(self) -> None:
+        self.write_source("module.py", "def stable(): return 1\n")
+        evidence = self.machine_evidence(fresh_health=True)
+        admitted_config = self.admitted_config(evidence)
+        runtime = LiveCodeIntelligenceRuntime(admitted_config)
+        state = runtime.refresh()
+        self.assertIn("verified_evidence", state["machine_binding"])
+
+        tampered = json.loads(json.dumps(state))
+        for binding in (
+            tampered["machine_binding"],
+            tampered["observation_envelope"]["machine_binding"],
+        ):
+            binding["verified_evidence"]["receipt_id"] = "machine-receipt:forged"
+            binding["verified_evidence"]["receipt_digest"] = "sha256:" + ("f" * 64)
+        runtime.current_path.write_text(json.dumps(tampered), encoding="utf-8")
+
+        self.assertEqual(runtime.status()["state"], "unavailable")
+
+    @unittest.skipUnless(os.name == "posix", "literal backslash names are POSIX-only")
+    def test_unsupported_backslash_path_fails_before_promotion(self) -> None:
+        self.write_source("stable.py", "VALUE = 1\n")
+        first = self.runtime.refresh()
+        self.write_source("bad\\name.py", "VALUE = 2\n")
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "backslash"):
+            self.runtime.refresh()
+        self.assertEqual(
+            self.read_json(self.runtime.current_path)["source"]["source_epoch"],
+            first["source"]["source_epoch"],
+        )
+
+    def test_config_rejects_policy_and_resource_envelope_drift(self) -> None:
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "promotion identity"):
+            replace(self.config, state_promotion="anything")
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "resource envelope"):
+            replace(self.config, max_file_bytes=7)
+        oversized_binding = json.loads(
+            json.dumps(self.config.machine_binding_identity)
+        )
+        oversized_binding["resource_envelope"]["max_file_bytes"] = (
+            self.config.max_file_bytes + 1
+        )
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "authored"):
+            replace(
+                self.config,
+                max_file_bytes=self.config.max_file_bytes + 1,
+                machine_binding=oversized_binding,
+            )
+
+    def test_low_order_ed25519_points_are_rejected(self) -> None:
+        identity = bytes([1]) + bytes(31)
+        self.assertFalse(_ed25519_verify(identity, identity + bytes(32), b"anything"))
+
+    def test_receipt_failure_rolls_back_current_promotion(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        first = self.runtime.refresh()
+        backup = self.state / "receipts-backup"
+        self.runtime.receipts_path.rename(backup)
+        self.runtime.receipts_path.write_text("not a directory", encoding="utf-8")
+        self.write_source("module.py", "VALUE = 2\n")
+        with self.assertRaises(LiveCodeIntelligenceError):
+            self.runtime.refresh()
+        self.assertEqual(
+            self.read_json(self.runtime.current_path)["source"]["source_epoch"],
+            first["source"]["source_epoch"],
+        )
+        self.runtime.receipts_path.unlink()
+        backup.rename(self.runtime.receipts_path)
+
+    def test_operation_receipt_failure_restores_refresh_snapshots(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        self.runtime.refresh()
+        current_before = self.runtime.current_path.read_bytes()
+        last_good_before = (
+            self.runtime.last_good_path.read_bytes()
+            if self.runtime.last_good_path.exists()
+            else None
+        )
+        operation_before = (
+            self.runtime.operation_receipts_path / "refresh.json"
+        ).read_bytes()
+
+        self.write_source("module.py", "VALUE = 2\n")
+        with mock.patch.object(
+            self.runtime,
+            "_write_operation_receipt",
+            side_effect=LiveCodeIntelligenceError("operation receipt unavailable"),
+        ):
+            with self.assertRaisesRegex(LiveCodeIntelligenceError, "operation receipt"):
+                self.runtime.refresh()
+
+        self.assertEqual(self.runtime.current_path.read_bytes(), current_before)
+        if last_good_before is None:
+            self.assertFalse(self.runtime.last_good_path.exists())
+        else:
+            self.assertEqual(self.runtime.last_good_path.read_bytes(), last_good_before)
+        self.assertEqual(
+            (self.runtime.operation_receipts_path / "refresh.json").read_bytes(),
+            operation_before,
+        )
+        self.assertFalse(self.runtime.candidate_path.exists())
+
+    def test_source_change_during_reread_records_failed_operation_receipt(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        first = self.runtime.refresh()
+        current_before = self.runtime.current_path.read_bytes()
+        first_epoch = first["source"]["source_epoch"]
+        self.write_source("module.py", "VALUE = 2\n")
+        changed = False
+        original_read_and_parse = self.runtime._read_and_parse
+
+        def race(path: str, metadata: dict[str, object]) -> dict[str, object]:
+            nonlocal changed
+            if not changed:
+                changed = True
+                self.write_source("module.py", "VALUE = 3\n")
+            return original_read_and_parse(path, metadata)
+
+        with mock.patch.object(self.runtime, "_read_and_parse", side_effect=race):
+            with self.assertRaisesRegex(
+                LiveCodeIntelligenceError,
+                "source changed during refresh",
+            ):
+                self.runtime.refresh()
+
+        self.assertEqual(current_before, self.runtime.current_path.read_bytes())
+        self.assertFalse(self.runtime.candidate_path.exists())
+        failed_receipt = self.read_json(
+            self.runtime.operation_receipts_path / "refresh.json"
+        )
+        self.assertEqual("failed", failed_receipt["state"])
+        self.assertNotEqual(first_epoch, failed_receipt["source_epoch"])
+        self.assertEqual(first_epoch, failed_receipt["previous_source_epoch"])
+        self.assertIsNone(failed_receipt["target_source_epoch"])
+
+    def test_refresh_scan_failure_records_failed_operation_receipt(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        first = self.runtime.refresh()
+        first_epoch = first["source"]["source_epoch"]
+
+        with mock.patch.object(
+            self.runtime,
+            "_scan",
+            side_effect=PermissionError("source tree disappeared"),
+        ):
+            with self.assertRaisesRegex(PermissionError, "source tree disappeared"):
+                self.runtime.refresh()
+
+        failed_receipt = self.read_json(
+            self.runtime.operation_receipts_path / "refresh.json"
+        )
+        self.assertEqual("failed", failed_receipt["state"])
+        self.assertEqual(first_epoch, failed_receipt["source_epoch"])
+        self.assertEqual(first_epoch, failed_receipt["previous_source_epoch"])
+        self.assertIsNone(failed_receipt["target_source_epoch"])
+        self.assertEqual(first_epoch, self.read_json(self.runtime.current_path)["source"]["source_epoch"])
+
+    def test_canary_source_change_records_failed_operation_receipt(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        first = self.runtime.refresh()
+        current_before = self.runtime.current_path.read_bytes()
+        first_epoch = first["source"]["source_epoch"]
+        self.write_source("module.py", "VALUE = 2\n")
+        changed = False
+        original_read_and_parse = self.runtime._read_and_parse
+
+        def race(path: str, metadata: dict[str, object]) -> dict[str, object]:
+            nonlocal changed
+            if not changed:
+                changed = True
+                self.write_source("module.py", "VALUE = 3\n")
+            return original_read_and_parse(path, metadata)
+
+        with mock.patch.object(self.runtime, "_read_and_parse", side_effect=race):
+            with self.assertRaisesRegex(
+                LiveCodeIntelligenceError,
+                "source changed during refresh",
+            ):
+                self.runtime.canary()
+
+        self.assertEqual(current_before, self.runtime.current_path.read_bytes())
+        failed_receipt = self.read_json(
+            self.runtime.operation_receipts_path / "canary.json"
+        )
+        self.assertEqual("failed", failed_receipt["state"])
+        self.assertNotEqual(first_epoch, failed_receipt["source_epoch"])
+        self.assertEqual(first_epoch, failed_receipt["previous_source_epoch"])
+        self.assertIsNone(failed_receipt["target_source_epoch"])
+
+    def test_canary_scan_failure_records_failed_operation_receipt(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        first = self.runtime.refresh()
+        first_epoch = first["source"]["source_epoch"]
+        current_before = self.runtime.current_path.read_bytes()
+
+        with mock.patch.object(
+            self.runtime,
+            "_scan",
+            side_effect=PermissionError("source tree disappeared"),
+        ):
+            with self.assertRaisesRegex(PermissionError, "source tree disappeared"):
+                self.runtime.canary()
+
+        failed_receipt = self.read_json(
+            self.runtime.operation_receipts_path / "canary.json"
+        )
+        self.assertEqual("failed", failed_receipt["state"])
+        self.assertEqual(first_epoch, failed_receipt["source_epoch"])
+        self.assertEqual(first_epoch, failed_receipt["previous_source_epoch"])
+        self.assertIsNone(failed_receipt["target_source_epoch"])
+        self.assertEqual(current_before, self.runtime.current_path.read_bytes())
+
+    def test_rollback_receipt_failure_restores_degraded_candidate(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        self.runtime.refresh()
+        self.write_source("module.py", "VALUE = 2\n")
+        self.runtime.refresh()
+        self.write_source("module.py", "def broken(:\n    return 3\n")
+        self.runtime.refresh()
+        current_before = self.runtime.current_path.read_bytes()
+        candidate_before = self.runtime.candidate_path.read_bytes()
+        last_good_before = self.runtime.last_good_path.read_bytes()
+
+        with mock.patch.object(
+            self.runtime,
+            "_write_operation_receipt",
+            side_effect=LiveCodeIntelligenceError("operation receipt unavailable"),
+        ):
+            with self.assertRaisesRegex(LiveCodeIntelligenceError, "operation receipt"):
+                self.runtime.rollback()
+
+        self.assertEqual(self.runtime.current_path.read_bytes(), current_before)
+        self.assertEqual(self.runtime.candidate_path.read_bytes(), candidate_before)
+        self.assertEqual(self.runtime.last_good_path.read_bytes(), last_good_before)
+
+    def test_already_current_rollback_clears_candidate_transactionally(self) -> None:
+        self.write_source("module.py", "VALUE = 1\n")
+        self.runtime.refresh()
+        self.write_source("module.py", "VALUE = 2\n")
+        self.runtime.refresh()
+        self.runtime.rollback()
+
+        self.write_source("module.py", "def broken(:\n    return 3\n")
+        self.assertEqual(self.runtime.refresh()["status"], "degraded")
+        candidate_before = self.runtime.candidate_path.read_bytes()
+
+        with mock.patch.object(
+            self.runtime,
+            "_write_operation_receipt",
+            side_effect=LiveCodeIntelligenceError("operation receipt unavailable"),
+        ):
+            with self.assertRaisesRegex(LiveCodeIntelligenceError, "operation receipt"):
+                self.runtime.rollback()
+
+        self.assertEqual(self.runtime.candidate_path.read_bytes(), candidate_before)
+        self.assertEqual(self.runtime.status()["state"], "degraded")
+
+        result = self.runtime.rollback()
+        self.assertEqual(result["state"], "already-current")
+        self.assertFalse(self.runtime.candidate_path.exists())
+        self.assertEqual(self.runtime.status()["state"], "current")
+
+    def test_degraded_refresh_does_not_leave_candidate_when_receipts_unavailable(self) -> None:
+        self.runtime.receipts_path.parent.mkdir(parents=True, exist_ok=True)
+        self.runtime.receipts_path.write_text("not a directory", encoding="utf-8")
+        self.write_source("module.py", "def broken(:\n    return 1\n")
+
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "receipt"):
+            self.runtime.refresh()
+
+        self.assertFalse(self.runtime.candidate_path.exists())
+
+    def test_refresh_fails_closed_without_cross_process_lock(self) -> None:
+        with mock.patch("live_code_intelligence.fcntl", None):
+            with self.assertRaisesRegex(LiveCodeIntelligenceError, "locking"):
+                self.runtime.refresh()
+
+        self.assertFalse(self.state.exists())
+
+    @unittest.skipUnless(os.name == "posix", "undecodable names are POSIX-only")
+    def test_undecodable_posix_filename_degrades_with_diagnostic(self) -> None:
+        invalid_path = os.fsencode(str(self.source)) + b"/bad\xff.py"
+        descriptor = os.open(invalid_path, os.O_WRONLY | os.O_CREAT | os.O_EXCL, 0o600)
+        with os.fdopen(descriptor, "wb") as handle:
+            handle.write(b"VALUE = 2\n")
+
+        state = self.runtime.refresh()
+
+        self.assertEqual(state["status"], "degraded")
+        self.assertTrue(
+            any(
+                diagnostic["code"] == "source_path_not_utf8"
+                for diagnostic in state["degradation"]
+            )
+        )
+        self.assertTrue(self.runtime.candidate_path.is_file())
+        self.assertTrue(
+            any(
+                any(0xDC80 <= ord(character) <= 0xDCFF for character in path)
+                for path in state["files"]
+            )
+        )
+
+    def test_source_traversal_error_fails_refresh(self) -> None:
+        error = PermissionError("denied")
+        error.filename = str(self.source / "blocked")
+
+        def broken_walk(*args, **kwargs):
+            kwargs["onerror"](error)
+            return iter(())
+
+        with mock.patch("live_code_intelligence.os.walk", broken_walk):
+            with self.assertRaisesRegex(LiveCodeIntelligenceError, "traverse"):
+                self.runtime.refresh()
+
+    def test_stale_machine_health_is_not_current_evidence(self) -> None:
+        evidence = self.machine_evidence()
+        evidence["receipt_digest"] = machine_evidence_digest(evidence)
+        with self.assertRaisesRegex(LiveCodeIntelligenceError, "live health window"):
+            _validate_machine_evidence_payload(
+                evidence,
+                expected_provider=self.config.provider_identity,
+                expected_provider_source_digest=self.config.provider_source_digest,
+                expected_config_digest=self.config.config_digest,
+            )
+
+    def test_state_root_inside_source_is_rejected(self) -> None:
+        with self.assertRaises(LiveCodeIntelligenceError):
+            LiveCodeIntelligenceConfig(
+                source_root=self.source,
+                state_root=self.source / "Knowledge",
+            )
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/reports/live-code-intelligence-direction-completion.json b/reports/live-code-intelligence-direction-completion.json
new file mode 100644
index 0000000000..114ccc905d
--- /dev/null
+++ b/reports/live-code-intelligence-direction-completion.json
@@ -0,0 +1,413 @@
+{
+  "schema_version": "abyss_stack_external_codex_model_report_v1",
+  "goal_id": "01a02fec-b609-7120-b11c-fa80d34ee86a",
+  "direction": "LIVE",
+  "generation": 63,
+  "task_id": "actor-task:code-intelligence.live-code-intelligence-direction.01a02fec-b609-7120-b11c-fa80d34ee86a.g63.whole-continuation",
+  "continuation_id": "continuation:code-intelligence.live-code-intelligence-direction.01a02fec-b609-7120-b11c-fa80d34ee86a.g63.whole-continuation",
+  "correlation_id": "actor-route:code-intelligence.live-code-intelligence-direction.01a02fec-b609-7120-b11c-fa80d34ee86a.g63.whole-continuation",
+  "incarnation_id": "incarnation:code-intelligence.live-code-intelligence-direction.01a02fec-b609-7120-b11c-fa80d34ee86a.g63.whole-continuation",
+  "holder_id": "actor:code-intelligence:live-code-intelligence-direction:g63",
+  "owner": "abyss-stack",
+  "artifact_paths": [
+    "reports/live-code-intelligence-direction-completion.json",
+    "reports/live-code-intelligence-direction-completion.md"
+  ],
+  "derived_owner_family_refresh": {
+    "generator_ref": "aoa-kag@72cea62c76ee8b32304c7c358734276c47833b9a",
+    "history_ref": "acee6d7684959ceaace27464c81f1ba23a4f03ea",
+    "event_history_ref": "acee6d7684959ceaace27464c81f1ba23a4f03ea",
+    "budget_base_ref": "acee6d7684959ceaace27464c81f1ba23a4f03ea",
+    "receipt_status": "accepted_measured_exceedance",
+    "standing_budget_raised": false,
+    "surfaces": [
+      "kag/indexes/index_family.manifest.json",
+      "kag/indexes/shards/**",
+      "kag/receipts/index_family_budget/<family-digest>.json"
+    ],
+    "claim_limit": "Derived repository navigation only; it does not establish authored source authority, provider trust, consumer admission, deployment, runtime observation, semantic acceptance, proof/eval, or owner acceptance."
+  },
+  "changed_source_paths": [
+    "CHANGELOG.md",
+    "docs/testing/test_inventory.json",
+    "tests/test_schema_contracts.py",
+    "mechanics/runtime-lifecycle/DIRECTION.md",
+    "mechanics/runtime-lifecycle/LANDING_LOG.md",
+    "mechanics/runtime-lifecycle/PARTS.md",
+    "mechanics/runtime-lifecycle/PROVENANCE.md",
+    "mechanics/runtime-lifecycle/README.md",
+    "mechanics/runtime-lifecycle/ROADMAP.md",
+    "mechanics/runtime-lifecycle/parts/README.md",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py"
+  ],
+  "changed_source_evidence": [
+    {
+      "path": "CHANGELOG.md",
+      "lines": 1601,
+      "sha256": "436dcee3230332d73435b6796609506184bd58296b72dd9ca6f3124fef4e5381"
+    },
+    {
+      "path": "docs/testing/test_inventory.json",
+      "lines": 233,
+      "sha256": "6ba51f6d3e05ff6c382f04b85d0a19c0e80498a919b6bdf1a4ac1f74d02ba6b5"
+    },
+    {
+      "path": "tests/test_schema_contracts.py",
+      "lines": 944,
+      "sha256": "375ce4b74816b03f6019a49b40856c84b624eec2873604ff655e9085340ba21d"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/DIRECTION.md",
+      "lines": 23,
+      "sha256": "fadcb2fd197268cb0901ba20c65886912140fb62d42e4357a5ac3cc8d4c19763"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/LANDING_LOG.md",
+      "lines": 67,
+      "sha256": "4067b0d9ee2278a96a91f7a1ab67ae0f6b39ffeebf628d14bea36e1a4ff6934f"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/PARTS.md",
+      "lines": 16,
+      "sha256": "3f79dbe1bdb242d22398c1a4c1dc4788a6ca65fb814fffdb28b28da8730a1fcf"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/PROVENANCE.md",
+      "lines": 37,
+      "sha256": "9262495a43fac83ca869ccf01dd95ba7a44048e2231527de93ef4c5eac18a371"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/README.md",
+      "lines": 132,
+      "sha256": "2143691d30ae7f1397109d9f3b59a2a625874419889b42f9fe4106ccbb803e41"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/ROADMAP.md",
+      "lines": 30,
+      "sha256": "a72710dcc4847f0ea853266f0fddc39fd7a57af231b2fda1cefb054563fec0fe"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/parts/README.md",
+      "lines": 19,
+      "sha256": "3bf16d72a496d4079ab2998497c60b14aa51471de6853c156ae4052ef7126805"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md",
+      "lines": 177,
+      "sha256": "79b46fe95bff23c07520f94cc552d2919bbc6c65bc9eaf96ad871e84b96e34a7"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json",
+      "lines": 51,
+      "sha256": "7c6d8b625c319e48664b6c3e66913f9e131ef34d00c417b008300212decdca26"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json",
+      "lines": 110,
+      "sha256": "5fc57c462b8fec63209939331609144a31d96135938522ec9d161eb202d11689"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json",
+      "lines": 233,
+      "sha256": "77f2311d267273598960cf6d0ac90318717ee2d3e0a792b986d152aa4bae984e"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json",
+      "lines": 16,
+      "sha256": "8a2d5582836d498875da242f19467ff405cfeb5c4eaa47739c17dd9ae6648c68"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json",
+      "lines": 69,
+      "sha256": "9c4029a7c27e84b3de5f5dc3cedc7ea07dd0199c3a1e34615a2c9e83eefdb7e5"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py",
+      "lines": 5910,
+      "sha256": "9c6c8571899126e0948e379106759b3090709ef40eaccf3d4158aab978d374a0"
+    },
+    {
+      "path": "mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py",
+      "lines": 1975,
+      "sha256": "195fb8d70684d2147dbb4a20ecb964b45e4433ffce32e5ef4e73ea0ace6a1384"
+    }
+  ],
+  "baseline_continuation_source_paths": [
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py",
+    "mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py"
+  ],
+  "preexisting_dirty_paths_preserved": [],
+  "source_basis": {
+    "workspace": ".",
+    "branch": "goal-01a02fec-g62-live",
+    "base_ref": "origin/main",
+    "base_commit": "acee6d7684959ceaace27464c81f1ba23a4f03ea",
+    "fresh_authored_source_work": true,
+    "source_only_effect_scope": "owner_source_landing",
+    "g42_indexed_input": "not_used_no_exact_later_master_disposition_supplied",
+    "source_claim_limit": "The source is a review-required candidate contract. It does not establish machine registry promotion, consumer admission, provider installation, deployment, runtime observation, transport, semantic acceptance, proof/eval, or owner acceptance."
+  },
+  "implementation": {
+    "summary": "Continued the whole LIVE code-intelligence source direction in the canonical runtime-lifecycle part, repaired persisted-state currentness boundaries and review-identified LSP/parser/query freshness gaps, made the promised restart/last-good/canary/rollback lifecycle route executable with bounded receipts, closed generic LSP URI/cwd/interpreter/document-content boundaries, sanitized the LSP child environment, bound LSP runtime dependencies and opened bytes to signed manifests, eliminated POSIX parent-symlink source reads, serialized state readers and concurrent LSP starts, synchronized the active-schema discovery contract, refreshed the derived owner family, and reconciled its parent routes, validation inventory, and changelog.",
+    "source_changes": [
+      "Added a Python-AST source-local provider with source epochs, import/definition/reference/call observations, deterministic bounded provider work queue, and candidate/current/last-good refresh transitions.",
+      "Added the exact G59 provider-neutral MACHINE consumer ABI and machine evidence/gate/public-key schemas while preserving existing-root-owned-anchor-only posture.",
+      "Hardened source/state/config traversal against symlink escapes, strictly revalidated persisted observations and lifecycle identity before status/query/discover use, corrected package-relative and discovered-import-root invalidation, preserved captured source snapshots after machine-health expiry, and kept LSP/second-language surfaces receipt-only until external evidence exists.",
+      "Added focused coverage for package-relative invalidation, symlink rejection, tampered observation/lifecycle/last-good rejection, last-good fallback, executable restart/last-good/canary/rollback operations, ABI exposure, anchor posture, authenticated LSP binding, stdio transport enforcement, bounded response headers, authenticated persisted-summary provenance, parser resource degradation, stale machine health, query truncation, aggregate source-memory bounding, lifecycle receipt transactions, Windows lock fail-closed behavior, undecodable POSIX filenames, generic LSP URI containment including arbitrary nested command arguments, fixed launch cwd and minimal child environment, admitted script interpreters, complete runtime dependency manifest rejection, source-epoch manifest rejection after disk mutation, bound document content, descriptor-relative parent-symlink rejection, serialized state reads, concurrent LSP starts, and the authored programmatic file-size cap.",
+      "Changed source scanning to retain no aggregate file-content buffer, use descriptor-relative no-follow parent walks on POSIX, reread and digest-check one bounded file at a time for parsing, degrade undecodable POSIX filenames into explicit diagnostics, and roll back state/candidate/transition/operation receipts together when lifecycle receipt publication fails.",
+      "Bound persisted authenticated summaries to the runtime's capture-time evidence, require admitted LSP sessions to use observed stdio transport, bind script interpreters and the admitted working directory, bind the complete runtime-root dependency manifest and recheck it before every launch, launch Python children with -S and a fixed manifest-root PYTHONPATH, exclude caller-controlled Python and native-loader inputs, recursively validate generic URI-bearing messages including file URIs hidden in arbitrary nested values, bind opened bytes to a signed per-file source-epoch manifest, reject unbound or changed document buffers, serialize session lifecycle transitions, and cap response header line, cumulative, and count limits before reading message bodies.",
+      "Kept the programmatic max_file_bytes setting and its authenticated machine resource envelope at or below the authored 1,000,000-byte limit, including when callers construct a matching custom binding.",
+      "Synchronized the repository-level active-schema manifest regression with the four newly admitted LIVE code-intelligence schema surfaces.",
+      "Refreshed the derived repo-local KAG family with the pinned owner generator and an explicit measured-exceedance receipt without raising standing budgets; the family remains navigation data only.",
+      "Added canonical runtime-lifecycle routes, provenance, roadmap, landing-log, changelog, and test-inventory entries."
+    ],
+    "machine_consumer_abi": {
+      "owner": "abyss-stack",
+      "binding_schema": "abyss-machine-code-intelligence-provider-binding-v1",
+      "evidence_schema": "abyss-stack-machine-code-intelligence-evidence-v1",
+      "gate_schema": "abyss-stack-machine-code-intelligence-gate-v1",
+      "gate_record_schema": "abyss-machine-admission-gate-v1",
+      "signed_payload_schema": "abyss-machine-admission-gate-signed-payload-v1",
+      "public_key_schema": "abyss-machine-code-intelligence-gate-public-key-v1",
+      "algorithm": "ed25519",
+      "verification_method": "ed25519-owner-signature-v1",
+      "trust_anchor_ref": "/etc/abyss-machine/trust/code-intelligence-gate-ed25519.json",
+      "trust_anchor_posture": "existing_root_owned_anchor_only",
+      "provider_neutral": true,
+      "state_axes": ["candidate", "current", "last_good"]
+    }
+  },
+  "reviewed_claim_boundaries": [
+    {
+      "reference": "master/generation-58-headless-return-responsibility-disposition-v1.json",
+      "accepted_for_this_continuation": "G58 fail-closed source candidate, fixed trust-boundary contract, and provider-neutral lifecycle/LSP/state direction.",
+      "not_accepted": "Real trust anchor, signed registry/provider, installation, admission, deployment, restart, canary, rollback, LSP runtime, proof, landing, and owner acceptance."
+    },
+    {
+      "reference": "master/generation-59-headless-return-responsibility-disposition-v1.json",
+      "accepted_for_this_continuation": "The exact MACHINE consumer ABI and source integration path; the Universal Ctags candidate remains unsigned and unadmitted.",
+      "not_accepted": "Artifact promotion, trust, installation, activation, admission, deployment, transport, semantic proof, or runtime execution."
+    },
+    {
+      "reference": "master/generation-60-headless-return-responsibility-disposition-v1.json",
+      "accepted_for_this_continuation": "The bounded source/eval-facing separation as an integration constraint.",
+      "not_accepted": "Any proof/eval verdict or runtime/provider acceptance."
+    },
+    {
+      "reference": "G42 INDEXED output",
+      "accepted_for_this_continuation": "None; no exact later master disposition was supplied.",
+      "not_accepted": "All G42 output as input or authority."
+    },
+    {
+      "reference": "master/generation-62-headless-return-responsibility-disposition-v1.json",
+      "accepted_for_this_continuation": "The exact owner-bound G62 return, meaningful uncommitted LIVE source delta, and continuation obligation for durable source landing.",
+      "not_accepted": "The claimed G62 commit or landing, deployed/runtime proof, Ctags/Tree-sitter/SCIP/LSP/second-language execution, repository-wide CI, transport semantics, proof/eval verdict, or owner acceptance."
+    },
+    {
+      "reference": "master/generation-63-live-code-intelligence-direction-responsibility-reclassification-v1.json",
+      "accepted_for_this_continuation": "Independent whole-direction source, validation, repair, and GitHub landing responsibility for this exact LIVE continuation.",
+      "not_accepted": "Trust-root creation, provider installation/admission/activation/execution, service or host mutation, sibling-owner mutation, runtime/proof/eval authority, or owner acceptance."
+    }
+  ],
+  "decision": "submit_for_review",
+  "status": "review_required",
+  "external_effects_claimed": false,
+  "owner_acceptance_claimed": false,
+  "summary": "The review-closure pass carries the complete LIVE direction and targeted boundary repairs into canonical abyss-stack source: a bounded Python-AST observation provider, source-epoch and dependency invalidation, candidate/current/last-good lifecycle, executable restart/last-good/canary/rollback operations with bounded receipts, exact G59 MACHINE consumer ABI, strict state/config currentness checks, bound LSP launch identity, working directory, interpreter, complete runtime dependency manifest, fixed child environment, recursively contained URI and source-epoch-manifest-bound document-content boundaries including arbitrary nested file URIs, authored programmatic resource limits, serialized state/session reads, authenticated persisted-summary provenance, bounded response headers, fresh machine-health posture, parser-resource degradation, and explicit query truncation. No G59 artifact was installed, admitted, activated, executed, or described as current. The return remains review_required with repository-wide environment residuals separated from changed-surface readiness.",
+  "findings": [
+    {
+      "category": "canonical-live-source-integration",
+      "severity": "implemented_source_only",
+      "evidence_refs": [
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py",
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json",
+        "validation:focused-live-code-intelligence-unittest-67",
+        "validation:validate-stack-g63"
+      ],
+      "summary": "The whole reviewed LIVE source direction is now represented under the canonical abyss-stack runtime-lifecycle part with owner-local routes and source validation."
+    },
+    {
+      "category": "fail-closed-machine-boundary",
+      "severity": "implemented_source_only_without_machine_admission",
+      "evidence_refs": [
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py:MACHINE_CONSUMER_ABI",
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py:_validate_machine_evidence_gate_bundle",
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json",
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json",
+        "test:mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py:test_machine_evidence_is_external_owner_qualified_and_provider_neutral"
+      ],
+      "summary": "The source consumes only exact provider-neutral, content-addressed, detached-signature evidence bound to the fixed existing root-owned anchor path; no anchor or machine receipt was created or imported."
+    },
+    {
+      "category": "source-state-recovery-hardening",
+      "severity": "implemented_source_only",
+      "evidence_refs": [
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py:_contains_symlink",
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py:_persisted_state_is_well_formed",
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py:_state_identity_matches_config",
+        "validation:focused-live-code-intelligence-unittest-67"
+      ],
+      "summary": "Source and state roots reject symlinked paths; persisted observation, lifecycle, and last-good records are structurally and identity checked before use; package-relative invalidation is correct; degraded refresh points to a validated last-good fallback; and restart, canary, last-good, and rollback execute under the state lock without overclaiming deployed lifecycle behavior."
+    },
+    {
+      "category": "lsp-admitted-manifest-boundaries",
+      "severity": "implemented_source_only_without_machine_admission",
+      "evidence_refs": [
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py:_directory_file_manifest",
+        "source:mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json",
+        "test:mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py:test_lsp_launch_rejects_changed_runtime_dependency_manifest",
+        "test:mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py:test_lsp_open_document_rejects_unbound_buffer"
+      ],
+      "summary": "Observed LSP sessions require machine-signed runtime-root and source-epoch file manifests. The runtime manifest is recomputed at construction and launch, Python scripts run without site initialization and only with a fixed manifest-root path, and opened document bytes must match the signed per-file source digest before notification. Missing or changed manifests fail closed; no machine manifest or admission is created by this source owner."
+    },
+    {
+      "category": "owner-review-and-landing-boundary",
+      "severity": "review_required",
+      "evidence_refs": [
+        "artifact:reports/live-code-intelligence-direction-completion.json:transition",
+        "artifact:reports/live-code-intelligence-direction-completion.md:Return ABI",
+        "validation:changed-source-evidence-review-closure"
+      ],
+      "summary": "Source readiness, producer validation, registry promotion, consumer admission, deployment/runtime evidence, transport, semantic acceptance, proof/eval, landing, and owner acceptance remain separate claims."
+    }
+  ],
+  "immutable_inputs_read": [],
+  "private_capture": "omitted; source-relative evidence is retained",
+  "owner_validations": [
+    {
+      "command": "PYTHONDONTWRITEBYTECODE=1 python3 -m unittest mechanics.runtime-lifecycle.parts.live-code-intelligence.tests.test_live_code_intelligence -q",
+      "status": "passed",
+      "result": "67 tests passed",
+      "evidence_ref": "validation:focused-live-code-intelligence-unittest-67"
+    },
+    {
+      "command": "ruff check mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py",
+      "status": "passed",
+      "result": "All checks passed",
+      "evidence_ref": "validation:ruff-live-code-intelligence-g63"
+    },
+    {
+      "command": "PYTHONDONTWRITEBYTECODE=1 python3 -m py_compile mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py",
+      "status": "passed",
+      "result": "compiled",
+      "evidence_ref": "validation:py-compile-live-code-intelligence-g63"
+    },
+    {
+      "command": "python3 -m json.tool on the provider config and four code-intelligence schemas",
+      "status": "passed",
+      "result": "all five JSON documents parsed",
+      "evidence_ref": "validation:live-code-intelligence-json-documents-g63"
+    },
+    {
+      "command": "Draft202012Validator for provider config against live-code-intelligence-provider.schema.json",
+      "status": "passed",
+      "result": "provider-config-schema-ok",
+      "evidence_ref": "validation:provider-config-schema-g63"
+    },
+    {
+      "command": "PYTHONDONTWRITEBYTECODE=1 python3 -m pytest -q tests/test_schema_contracts.py",
+      "status": "passed",
+      "result": "9 tests passed",
+      "evidence_ref": "validation:active-schema-contracts-9-g63"
+    },
+    {
+      "command": "python3 -m pytest -q tests/test_test_topology.py tests/test_mechanics_topology_validator_module.py",
+      "status": "passed",
+      "result": "11 tests passed",
+      "evidence_ref": "validation:topology-tests-g63"
+    },
+    {
+      "command": "python3 scripts/validate_stack.py",
+      "status": "passed",
+      "result": "validation passed",
+      "evidence_ref": "validation:validate-stack-g63"
+    },
+    {
+      "command": "python3 scripts/validate_nested_agents.py",
+      "status": "passed",
+      "result": "53 required nested documents passed",
+      "evidence_ref": "validation:validate-nested-agents-g63"
+    },
+    {
+      "command": "aoa-kag@72cea62c76ee8b32304c7c358734276c47833b9a generator --tiered-family with explicit budget receipt",
+      "status": "passed",
+      "result": "canonical derived owner-family gate passed with a digest-bound measured-exceedance receipt",
+      "evidence_ref": "validation:repo-local-kag-family-refresh-g63"
+    },
+    {
+      "command": "python3 scripts/ci_gate.py --mode source-fast",
+      "status": "blocked_environment",
+      "result": "All stages through validate_stack passed; validate_local_stats_port failed because the aoa-stats validator was unavailable at both checked owner-worktree paths.",
+      "evidence_ref": "validation:source-fast-aoa-stats-unavailable-g63"
+    },
+    {
+      "command": "python3 scripts/ci_gate.py --mode tests",
+      "status": "blocked_environment",
+      "result": "2814 tests collected; seven collection errors: six from installed MCP API drift (MCPError versus McpError and missing MCPServer) and one because aoa_sdk.contracts.programmatic_execution is unavailable; exit 2.",
+      "evidence_ref": "validation:full-tests-environment-blockers-g63"
+    }
+  ],
+  "residuals": [
+    "No real abyss-machine trust anchor, signed registry record, provider artifact, installation, activation, trust grant, admission, deployment, restart, canary, rollback, host-health observation, service mutation, secret access, or global configuration mutation occurred.",
+    "The G59 Universal Ctags candidate remains an unsigned and unadmitted MACHINE-side artifact; this continuation imported only its reviewed consumer ABI, not the artifact or a registry assertion.",
+    "The Python worker and queue are stack-local source observation mechanics. Tree-sitter, SCIP, Ctags, TypeScript/LSP execution, second-language observations, and transport remain receipt/read-model surfaces until their owners supply exact admitted runtime evidence.",
+    "The refreshed repo-local KAG family is derived navigation data and is not an authored source, trust, runtime, semantic, proof, or owner-acceptance verdict.",
+    "Source-fast remains blocked by the unavailable local aoa-stats validator. The full tests lane remains blocked by seven collection errors after 2814 tests were collected: six installed-MCP API errors and one unavailable aoa_sdk.contracts.programmatic_execution module from the rebased base seam.",
+    "No G42 INDEXED output was accepted as input because no exact later master disposition was supplied.",
+    "No semantic acceptance, proof/eval verdict, owner acceptance, or landing acceptance is claimed by this owner return; those remain separate gates even if source landing proceeds through GitHub."
+  ],
+  "transition": {
+    "from_status": "active",
+    "to_status": "review_required",
+    "owner": "abyss-stack",
+    "approval_posture": "master_review_required",
+    "rollback_reentry_route": "master:01a02fec-b609-7120-b11c-fa80d34ee86a",
+    "evidence_refs": [
+      "source:mechanics/runtime-lifecycle/parts/live-code-intelligence",
+      "validation:focused-live-code-intelligence-unittest-67",
+      "validation:active-schema-contracts-9-g63",
+      "validation:repo-local-kag-family-refresh-g63",
+      "validation:validate-stack-g63",
+      "validation:source-fast-aoa-stats-unavailable-g63",
+      "validation:full-tests-environment-blockers-g63",
+      "validation:changed-source-evidence-review-closure"
+    ]
+  },
+  "reentry_request": {
+    "condition_id": "validated-return",
+    "proposed_action": "wake_parent",
+    "reason": "Meaningful G63 whole-direction source repair, validation, and landing preparation are complete for master review. Source-only landing evidence remains separable from machine trust/admission, deployed runtime, transport, semantic proof, eval, and owner acceptance."
+  },
+  "validation_claims": [
+    {
+      "argv": ["python3", "-m", "json.tool", "reports/live-code-intelligence-direction-completion.json"],
+      "command_id": "validate-live-code-intelligence-direction-completion-json",
+      "cwd": ".",
+      "evidence_ref": "runtime:validation:validate-live-code-intelligence-direction-completion-json",
+      "status": "passed"
+    },
+    {
+      "argv": ["/usr/bin/test", "-s", "reports/live-code-intelligence-direction-completion.md"],
+      "command_id": "validate-live-code-intelligence-direction-completion-md",
+      "cwd": ".",
+      "evidence_ref": "runtime:validation:validate-live-code-intelligence-direction-completion-md",
+      "status": "passed"
+    },
+    {
+      "argv": ["git", "diff", "--check", "HEAD"],
+      "command_id": "check-live-code-intelligence-direction-diff",
+      "cwd": ".",
+      "evidence_ref": "runtime:validation:check-live-code-intelligence-direction-diff",
+      "status": "passed"
+    }
+  ]
+}
diff --git a/reports/live-code-intelligence-direction-completion.md b/reports/live-code-intelligence-direction-completion.md
new file mode 100644
index 0000000000..2e417306b5
--- /dev/null
+++ b/reports/live-code-intelligence-direction-completion.md
@@ -0,0 +1,166 @@
+# LIVE code-intelligence direction — generation 63
+
+## Return
+
+- Goal: `01a02fec-b609-7120-b11c-fa80d34ee86a`
+- Owner: `abyss-stack`
+- Direction: `LIVE`
+- Task: `actor-task:code-intelligence.live-code-intelligence-direction.01a02fec-b609-7120-b11c-fa80d34ee86a.g63.whole-continuation`
+- Incarnation: `incarnation:code-intelligence.live-code-intelligence-direction.01a02fec-b609-7120-b11c-fa80d34ee86a.g63.whole-continuation`
+- Decision: `submit_for_review`
+- Status: `review_required`
+- Fresh source work: yes; base `origin/main` at `acee6d7684959ceaace27464c81f1ba23a4f03ea`
+
+Generation 63 continued the reviewed whole LIVE direction in the canonical
+`mechanics/runtime-lifecycle/parts/live-code-intelligence/` owner part. The
+source contains a bounded Python-AST observation provider, source epochs and
+dependency invalidation, candidate/current/last-good lifecycle transitions, the
+exact G59 provider-neutral MACHINE consumer ABI, and fail-closed config and
+persisted-state hardening. This continuation also rejects tampered persisted
+observations, lifecycle records, and malformed last-good records before they
+can affect query or discovery claims, and preserves a validated last-good
+fallback during degraded refresh. LSP launch identity is bound to the admitted
+executable artifact, command, fixed working directory, separately admitted
+script interpreter, source root, and observed stdio transport; generic
+URI-bearing requests are recursively contained, including local `file:` URIs
+hidden in arbitrary nested command arguments; and opened document text must
+match a signed per-file source-epoch manifest rather than mutable disk alone.
+Machine health is rechecked at binding emission and launch; authenticated
+persisted summaries remain bound to capture-time evidence; response headers
+are bounded; parser resource failures degrade explicitly; source reads are
+parent-symlink-safe on POSIX; state readers and LSP lifecycle transitions are
+serialized; and bounded queries report totals and truncation. The LSP child
+receives a fixed minimal environment without caller-controlled Python path or
+native-loader variables. Python script launches use `-S` and a fixed
+manifest-root `PYTHONPATH`, while the complete runtime-root dependency
+manifest is rechecked before each launch. The programmatic file-size setting
+and its machine envelope remain capped by the authored 1,000,000-byte limit.
+
+The lifecycle contract is executable at the same boundary: `restart` performs
+a fresh full source rebuild, `last_good` returns an identity-validated target,
+`canary` parses without promotion, and `rollback` restores the validated
+last-good snapshot under the state lock. Each lifecycle action leaves one
+bounded operation receipt. Source scanning retains no aggregate file-content
+buffer: parsing rereads and verifies at most one bounded file at a time. State
+promotion, degraded candidates, transition receipts, and operation receipts
+roll back together if publication fails. Undecodable POSIX filenames degrade to
+explicit diagnostics instead of aborting the refresh. These are stack-local
+source-state actions and do not claim a deployed provider process lifecycle.
+
+This is source readiness only. No MACHINE artifact, trust anchor, registry
+promotion, provider admission, installation, activation, deployment, runtime
+observation, transport, semantic acceptance, proof/eval verdict, or owner
+acceptance is claimed.
+
+## Changed paths
+
+- Added the complete source-local part:
+  - `mechanics/runtime-lifecycle/parts/live-code-intelligence/README.md`
+  - `mechanics/runtime-lifecycle/parts/live-code-intelligence/live_code_intelligence.py`
+  - `mechanics/runtime-lifecycle/parts/live-code-intelligence/tests/test_live_code_intelligence.py`
+  - `mechanics/runtime-lifecycle/parts/live-code-intelligence/config/python-ast-live-provider.json`
+  - `mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json`
+  - `mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json`
+  - `mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json`
+  - `mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json`
+- Updated canonical routes and source records:
+  - `mechanics/runtime-lifecycle/README.md`
+  - `mechanics/runtime-lifecycle/DIRECTION.md`
+  - `mechanics/runtime-lifecycle/ROADMAP.md`
+  - `mechanics/runtime-lifecycle/PARTS.md`
+  - `mechanics/runtime-lifecycle/parts/README.md`
+  - `mechanics/runtime-lifecycle/PROVENANCE.md`
+  - `mechanics/runtime-lifecycle/LANDING_LOG.md`
+  - `docs/testing/test_inventory.json`
+  - `CHANGELOG.md`
+  - `tests/test_schema_contracts.py` (active-schema discovery manifest)
+
+The derived repo-local KAG family was refreshed with the CI-pinned
+`aoa-kag@72cea62c76ee8b32304c7c358734276c47833b9a` generator and an explicit
+measured-exceedance receipt against base
+`acee6d7684959ceaace27464c81f1ba23a4f03ea`. Its exact current identities and
+measurements are carried only by
+`kag/indexes/index_family.manifest.json` and the digest-addressed receipt
+selected by that manifest, avoiding a second stale copy in this report. The
+family is navigation data only; it is not authored source authority, provider
+trust, consumer admission, deployment, runtime observation, semantic
+acceptance, proof/eval, or owner acceptance.
+
+The implementation preserves the existing-root-owned-anchor-only posture:
+`/etc/abyss-machine/trust/code-intelligence-gate-ed25519.json` is a required
+external trust anchor, not one created by this work. The G59 Universal Ctags
+candidate remains unsigned and unadmitted; only its reviewed ABI was integrated.
+
+## Strongest owner-local validation
+
+- Focused LIVE unit tests: `67 passed`.
+- Ruff on source and tests: `All checks passed`.
+- Python compilation: passed.
+- Provider config plus four schemas: all five JSON documents parsed.
+- Provider config against its Draft 2020-12 schema: passed.
+- Active-schema contract tests: `9 passed`.
+- Topology tests: `11 passed`.
+- `python3 scripts/validate_stack.py`: `validation passed`.
+- `python3 scripts/validate_nested_agents.py`: `53 required nested documents passed`.
+- Pinned repo-local KAG family gate: passed with a digest-bound measured-
+  exceedance receipt; the committed receipt carries the exact generated and
+  tracked-family measurements.
+
+Repository-wide residuals are separate from the changed-surface result:
+
+- `python3 scripts/ci_gate.py --mode source-fast` passed through
+  `validate_stack`, then stopped because the local `aoa-stats` validator was
+  unavailable at both checked owner-worktree paths.
+- `python3 scripts/ci_gate.py --mode tests` collected `2814` tests but stopped
+  on seven collection errors: six installed-MCP API errors (`MCPError` versus
+  `McpError`, and missing `MCPServer` from `mcp.server`) plus the unavailable
+  `aoa_sdk.contracts.programmatic_execution` module from the rebased base seam.
+
+## Reviewed boundaries retained
+
+- G58 accepted the fail-closed source candidate and provider-neutral lifecycle,
+  state, observation, and LSP direction. Its rejected machine trust,
+  admission, deployment, runtime, proof, and acceptance claims remain
+  rejected.
+- G59 accepted the exact MACHINE consumer ABI for source integration. Its
+  unsigned Universal Ctags candidate remains unpromoted, untrusted,
+  uninstalled, unadmitted, undeployed, and unexecuted.
+- G60 does not supply a proof/eval verdict; eval remains a separate owner gate.
+- G62 accepted the exact owner-bound source return and continuation obligation,
+  but rejected the claimed landing, runtime proof, provider execution,
+  repository-wide validation, transport semantics, proof/eval verdict, and
+  owner acceptance. G63 reclassification authorizes this holder to carry the
+  same whole direction through source-only GitHub landing.
+- No G42 INDEXED output was accepted because no exact later master disposition
+  was supplied.
+
+## Runtime return ABI
+
+```text
+from_status: active
+to_status: review_required
+owner: abyss-stack
+approval_posture: master_review_required
+rollback_reentry_route: master:01a02fec-b609-7120-b11c-fa80d34ee86a
+proposed_action: wake_parent
+condition_id: validated-return
+```
+
+The completion JSON contains the exact task, continuation, correlation,
+incarnation, immutable-input digests, changed-path hashes, validation claims,
+and residual boundary.
+
+## Effects and next route
+
+No services, host configuration, storage, secrets, trust roots, provider
+artifacts, runtime processes, or external admission state were mutated. The
+source is ready for the authorized source-only Git landing route, subject to
+GitHub checks; source landing and owner acceptance remain distinct claims.
+After landing, the next substantive gates are MACHINE producer evidence and
+admission, deployed runtime/restart/last-good and LSP/transport evidence, then
+semantic and proof/eval review.
+
+## Fixed validation commands
+
+The required fixed commands are recorded in the completion JSON and are run
+last after this artifact is added, with no source mutation after they pass.
diff --git a/tests/test_schema_contracts.py b/tests/test_schema_contracts.py
index 44972d1c50..1da3a86a0f 100644
--- a/tests/test_schema_contracts.py
+++ b/tests/test_schema_contracts.py
@@ -378,6 +378,18 @@
     Path(
         "mechanics/runtime-lifecycle/parts/status-readouts/schemas/runtime-usage-snapshot.schema.json"
     ),
+    Path(
+        "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/live-code-intelligence-provider.schema.json"
+    ),
+    Path(
+        "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-evidence.schema.json"
+    ),
+    Path(
+        "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate-public-key.schema.json"
+    ),
+    Path(
+        "mechanics/runtime-lifecycle/parts/live-code-intelligence/config/schemas/machine-code-intelligence-gate.schema.json"
+    ),
     Path(
         "mechanics/runtime-repair/parts/a2a-return-dry-run/schemas/runtime-a2a-return-closeout-dry-run.schema.json"
     ),