Subham-KRLX opened a new pull request, #64517:
URL: https://github.com/apache/airflow/pull/64517

   Problem: AI coding tools (Claude Code, Gemini CLI, Cursor, etc.) currently 
treat Apache Airflow as a generic Python project. They are unable to detect 
whether they are running on the Host or inside the Breeze container.
   
   Solution: This PR introduces a Breeze-aware Agent Skills system that exposes 
Airflow's contributor workflows as machine-readable instructions.
   
   Key Components:
   - **Stateless Detection**: Context detection logic in 
`scripts/ci/prek/breeze_context.py`.
   - **Standardized Skills**: 3 core skills in `.agents/skills/` following 
agentskills.io standard.
   - **CI Stability**: Resolved collection errors in `airflow-ctl` and 
`task-sdk`.
   
   Verification Proof:
   - 323/323 Tests passing locally.
   - Static checks passing locally.
   
   closes: #62500
   
   ---
   Was generative AI tooling used to co-author this PR?
   - [X] Yes — Gemini (Code Research)


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