shahar1 opened a new pull request, #68663:
URL: https://github.com/apache/airflow/pull/68663

   The AI-driven `prepare-providers-documentation` skill instructed the release 
manager to copy each commit subject verbatim into the changelog ("Subjects must 
be the original commit subject ... Don't paraphrase"). In practice that 
produced low-quality entries that reviewers had to fix by hand during the 
2026-06-16 provider wave:
   
   - uninformative wording (`Add missing template_fields to FooOperator`, `fix 
the ftp tls`),
   - Conventional-Commit / scope prefixes (`fix:`, `docs:`, `refactor:`, 
`fix(test_wasb.py):`),
   - lowercase starts and non-imperative mood (`made ... to run`, `Renaming 
...`),
   - raw dependency/dependabot phrasing instead of the actual version (`Bump 
aiohttp regarding dependabot warning`),
   - test-file references in user-facing notes,
   - non-user-facing CI / JS build-tooling bumps surfaced in visible sections,
   - providers released with no user-facing change.
   
   This replaces the "don't paraphrase" rule with explicit **entry-wording 
rules** (capitalized, imperative, no prefixes, specific, dependency bumps 
pinned to the version read from `pyproject.toml`, Airflow-core compatibility 
notes), a **"what is not user-facing → hidden block"** section (CI/infra bumps, 
JS build/dev tooling, comment-only changes, internal renames), and an 
instruction to **drop a provider to doc-only** (no release) when nothing 
user-facing remains. It also extends the Phase 3 auto-classify heuristics so CI 
and build-tooling bumps are classified `skip` up front.
   
   Documentation/tooling-only change to the skill; no runtime Airflow code is 
affected.
   
   ---
   
   ##### 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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