fix(ai-red-teaming): comprehensive Python executable path resolution

Version bump to 1.2.1 and complete fix for sys.executable issues across
ALL files in the ai-red-teaming capability.

Fixed 5 total files:
- ✅ tools/workflows.py (already committed)
- ✅ tools/attacks.py
- ✅ scripts/workflow_helper.py
- ✅ scripts/attack_runner.py
- ✅ tests/test_attack_runner.py
- ✅ capability.yaml (version: 1.2.0 → 1.2.1)

All subprocess calls now use resolve_python_executable() instead of
sys.executable to ensure proper UV tool Python environment execution.

This comprehensive fix ensures that every part of the ai-red-teaming
capability uses the correct Python executable with full SDK dependencies.

Author: rdheekonda

capabilities/ai-red-teaming/capability.yaml

@@ -1,6 +1,6 @@
 schema: 1
 name: ai-red-teaming
-version: "1.2.0"
+version: "1.2.1"
 description: >
   Probe the security and safety of AI applications, agents, and foundation models.
   Orchestrates adversarial attack workflows to discover vulnerabilities in LLMs,

capabilities/ai-red-teaming/scripts/attack_runner.py

@@ -20,6 +20,8 @@
 import time
 from pathlib import Path
 
+from dreadnode.app.env import resolve_python_executable
+
 WORKFLOWS_DIR = Path(
     os.environ.get(
         "AIRT_WORKFLOWS_DIR",
@@ -79,8 +81,9 @@ def _auto_execute_workflow(filename: str, timeout: int = 540) -> str:
         return "\n[AUTO-EXECUTE] Syntax error in generated script: {} (line {})".format(e.msg, e.lineno)
 
     try:
+        python_executable = resolve_python_executable()
         result = subprocess.run(
-            [sys.executable, str(filepath)],
+            [python_executable, str(filepath)],
             cwd=str(WORKFLOWS_DIR.parent),
             capture_output=True,
             text=True,

capabilities/ai-red-teaming/scripts/workflow_helper.py

@@ -13,6 +13,8 @@
 import time
 from pathlib import Path
 
+from dreadnode.app.env import resolve_python_executable
+
 WORKFLOWS_DIR = Path(
     os.environ.get(
         "AIRT_WORKFLOWS_DIR",
@@ -118,8 +120,9 @@ def execute_workflow(params: dict) -> dict:
     timeout = min(timeout, 600)  # Max 10 minutes
 
     try:
+        python_executable = resolve_python_executable()
         result = subprocess.run(
-            [sys.executable, str(filepath)],
+            [python_executable, str(filepath)],
             cwd=str(WORKFLOWS_DIR.parent),
             capture_output=True,
             text=True,

capabilities/ai-red-teaming/tests/test_attack_runner.py

@@ -16,6 +16,8 @@
 
 import pytest
 
+from dreadnode.app.env import resolve_python_executable
+
 # ---------------------------------------------------------------------------
 # Load attack_runner as a module (it's not a package, just a script)
 # ---------------------------------------------------------------------------
@@ -39,8 +41,9 @@ def _generate(params: dict) -> dict:
     """Call attack_runner via subprocess and return JSON result."""
     payload = json.dumps({"name": "generate_attack", "parameters": params})
     env = {**os.environ, "DREADNODE_WORKSPACE_DIR": "/tmp/airt_test"}
+    python_executable = resolve_python_executable()
     result = subprocess.run(
-        [sys.executable, str(RUNNER_PATH)],
+        [python_executable, str(RUNNER_PATH)],
         input=payload,
         capture_output=True,
         text=True,

capabilities/ai-red-teaming/tools/attacks.py

@@ -18,6 +18,7 @@
 from pathlib import Path
 
 from dreadnode.agents.tools import tool
+from dreadnode.app.env import resolve_python_executable
 
 _RUNNER_SCRIPT = Path(__file__).parent.parent / "scripts" / "attack_runner.py"
 
@@ -26,8 +27,9 @@ def _call_runner(name: str, params: dict) -> str:
     """Call attack_runner.py via subprocess with JSON dispatch."""
     payload = json.dumps({"name": name, "parameters": params})
     try:
+        python_executable = resolve_python_executable()
         result = subprocess.run(
-            [sys.executable, str(_RUNNER_SCRIPT)],
+            [python_executable, str(_RUNNER_SCRIPT)],
             input=payload,
             capture_output=True,
             text=True,