shahar1 opened a new pull request, #68641:
URL: https://github.com/apache/airflow/pull/68641

   The provider release docs presented the `prepare-providers-documentation` 
skill as "the recommended way" to convert commits into changelog entries and 
bump versions. This oversells an optional, AI-driven aid:
   
   - Its classifications are LLM-generated and **not authoritative** — the 
release manager must review every generated version bump and changelog entry 
(especially breaking-change detection) before merging.
   - The run is **long and token-heavy**, so it's hard to recommend without a 
high-capacity plan (Claude Max / equivalent Copilot or OpenAI tier).
   - Release managers who **don't use AI tooling** had no clear path through 
the "recommended" framing.
   
   This change reframes the skill as one option alongside the interactive 
`breeze release-management prepare-provider-documentation` command and adds an 
explicit warning admonition spelling out these caveats.
   
   ---
   
   ##### Was generative AI tooling used to co-author this PR?
   
   - [X] Yes — Claude Code (Opus 4.8)
   
   Generated-by: Claude Code (Opus 4.8) following [the 
guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#gen-ai-assisted-contributions)


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