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- Harmonize Contribution Map and Review Matrix across CONTRIBUTING.md, docs/CONTRIBUTING.md, docs/CONTRIBUTION_MAP.md, and docs/FIRST_REAL_CONTRIBUTION.md. - Update scripts/doctor.py (check_contribution_safety) to classify sensitive subsystems (src/research/, src/data/, src/environment/, main.py), utility subsystems (src/monitoring/), and explicit safe root templates (SETUP_GUIDE.md, .python-version). - Add verification unit tests in tests/test_doctor_diagnostics.py. Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com> Co-authored-by: triqbit <242833443+triqbit@users.noreply.github.com>