Subham-KRLX commented on issue #62500:
URL: https://github.com/apache/airflow/issues/62500#issuecomment-4084943681

   Quick PoC update: 
https://github.com/Subham-KRLX/airflow/tree/poc/breeze-contribution-skills-poc
   The PoC is now working cleanly. Drift enforcement passes with `prek run 
check-breeze-contribution-skills-drift --all-files` without any errors. The 
skill extractor regenerates `skills.json` from `SKILL.md` successfully, with 2 
core skills (run-static-checks and run-unit-tests) fully defined. All tests 
pass when running `python3 -m pytest scripts/tests -q`.
   
   The implementation includes context detection for distinguishing between 
host and Breeze environments via the BreezieContext class, JSON-based skill 
extraction with zero PyYAML dependency (uses only built-in json module), a prek 
hook for automatic drift detection between SKILL.md and skills.json, and a 
comprehensive test suite with 21 unit tests covering all code paths and edge 
cases.The branch is ready for mentors to review the direction and provide 
feedback on how to proceed.


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