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Review P8-T3: release 0.4.4 preparation
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## REVIEW REPORT — release_0.4.4_preparation
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**Scope:** `origin/main..HEAD`
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**Files:** 10
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### Summary Verdict
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- [x] Approve
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- [ ] Approve with comments
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- [ ] Request changes
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- [ ] Block
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### Critical Issues
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- None.
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### Secondary Issues
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- None.
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### Architectural Notes
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- The release-preparation branch keeps publish side effects out of scope for the PR itself, which matches the protected-`main` workflow documented in `CONTRIBUTING.md` and `PUBLISHING.md`.
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- README and DocC overview version badges were updated together, so the branch remains compatible with `make doccheck-all`.
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- `CHANGELOG.md` stays narrowly scoped to the work merged after `v0.4.3`, which keeps the `0.4.4` patch release reviewable and avoids over-reporting unpublished work.
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### Tests
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- `pytest tests/ -v --cov=src --cov-report=term` passed with `923 passed, 5 skipped, 2 warnings` and `91.62%` total coverage.
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- `python -m ruff check src/ tests/`, `python -m ruff format --check src/ tests/`, `mypy src/`, `make doccheck-all`, `python -m build`, and `twine check dist/*` all passed.
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### Next Steps
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- No actionable review findings. FOLLOW-UP is skipped.
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- After merge, run the documented `git tag v0.4.4` / `git push origin v0.4.4` sequence on `main` and verify the `publish-mcp.yml` workflow, PyPI package page, and MCP Registry entry.

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