Abhishekmishra2808 commented on issue #62500:
URL: https://github.com/apache/airflow/issues/62500#issuecomment-4022487522

   @jason810496 Thanks 
   Looking at the Breeze structure, it seems feasible to derive the skill layer 
directly from the CLI definitions rather than maintaining a separate manually 
curated spec. A prek hook could generate the skill definitions from the Breeze 
command metadata and fail when the generated output diverges from the committed 
files. That would effectively enforce synchronization and ensure that any CLI 
change requires updating the corresponding agent skill in the same commit.
   This also keeps the Breeze CLI as the authoritative interface while allowing 
the skill layer to remain a thin, generated abstraction over it.
   One point I’m curious about: should the skill layer stay close to individual 
Breeze commands, or should it represent higher-level contributor workflows 
(e.g., static checks, targeted tests, environment transitions) that internally 
orchestrate multiple Breeze commands depending on context?


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