Abhishekmishra2808 commented on issue #62500:
URL: https://github.com/apache/airflow/issues/62500#issuecomment-4028872803

   My intention was not to introduce a separate documentation layer that needs 
to be maintained independently from the contributing guide. The contributing 
documentation would still remain the canonical source of truth for the workflow 
description.
   What I had in mind is closer to treating certain parts of the documentation 
as structured workflow sections, where the actionable parts of the workflow 
(commands, fallbacks, environment transitions) are written in a consistent 
format that a generator can extract. In other words, the structure would live 
directly inside the documentation rather than in a separate YAML file that must 
be maintained alongside it.
   The generator would simply scan the documentation for those structured 
sections, build an internal workflow model, and generate the corresponding 
agent skill definitions from it. This way the docs remain both the 
human-readable explanation and the authoritative workflow description, while 
the generation step ensures agents get a deterministic structure to follow.
   Conceptually the flow would look something like:
   
   Contributing Docs -> Structured Workflow Sections ->Workflow Extraction 
Script -> Internal Workflow Model ->Agent Skills
   
   This keeps the documentation as the single place contributors edit, avoids 
maintaining a separate workflow spec, and still provides a structured 
representation that can be validated and transformed into agent skills.


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