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Reverse Engineer Winner Flow

Purpose

Produce the file set needed to study an existing short and reuse its structure in later generation steps.

Inputs

  • videoPath
  • outputDir
  • frame-analysis settings (optional)

Skills Called

  1. reverse-engineer-winner

Follow-up only: call brief-to-script manually after this flow when a new topic should inherit the extracted blueprint. The executable reverse-engineer-winner.flow currently runs only the reverse-engineer-winner ingest path.

Completion Gates

  • videospec.v1.json exists
  • theme.v1.json exists when classification is enabled
  • blueprint.v1.json exists when blueprint generation is enabled

Failure And Retry Notes

  • URL inputs can fail because of download permissions, source terms, or yt-dlp availability; prefer local files when reproducibility matters.
  • If frame analysis is too expensive, rerun with lighter analysis settings rather than skipping the whole reverse-engineering step.
  • Treat extracted blueprints as structure references, not permission to reuse the source footage.

Current Status

Executable. The manifest dispatches to the reverse-engineer-winner runtime path and writes the reverse-engineering artifact bundle under the bound output directory.