Pranaykarvi commented on issue #62500:
URL: https://github.com/apache/airflow/issues/62500#issuecomment-4074476074

   @potiuk @jason810496 Updated the PoC to follow Potiuk's 
   guidance that contributing-docs should be the source of 
   truth rather than AGENTS.md alone.
   
   https://github.com/Pranaykarvi/airflow/tree/feat/agent-skills-poc
   
   What changed in this commit:
   
   - extract_agent_skills.py now scans BOTH AGENTS.md and 
     contributing-docs/*.rst files as sources
   - Added first skill block directly in 
     03_contributors_quick_start.rst (run-tests-uv-first) — 
     uv-first with Breeze fallback, exactly the pattern 
     Potiuk described
   - Pre-commit hooks now trigger on changes to either 
     AGENTS.md or contributing-docs/*.rst
   - 8 skills total, 24 tests passing
   
   The design: contributing-docs stays the human-readable 
   source of truth, agent-skill blocks add machine-readable 
   structure inline, and CI enforces they stay in sync.


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