Pranaykarvi commented on issue #62500:
URL: https://github.com/apache/airflow/issues/62500#issuecomment-4060493676

   @jason810496 I went through AGENTS.md carefully after your 
   comment it made the direction much clearer.
   
   I've built a local PoC that extends AGENTS.md with structured 
   agent-skill blocks and an extraction pipeline that mirrors the 
   update-breeze-cmd-output hook pattern:
   
   https://github.com/Pranaykarvi/airflow/tree/feat/agent-skills-poc
   
   What it includes:
   - 5 agent-skill blocks in AGENTS.md (environment, testing, 
     linting, docs)
   - extract_agent_skills.py that validates and generates skills.json
   - Pre-commit hook wired to trigger on AGENTS.md changes
   - 5 pytest tests, all passing
   
   The :context: field (host/breeze/either) directly addresses 
   the "Never run pytest directly on host" guidance already in 
   AGENTS.md — agents know exactly where to run each command 
   without guessing.
   
   Happy to hear feedback before refining further.


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