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Description
Context
PR contributor-toolkit#36 introduces an AI-powered docs drift detection workflow using claude-code-action. It runs on PRs and flags when CLAUDE.md / README.md no longer match repo reality.
Once merged, this becomes the foundation for broader agentic CI/CD checks across the org.
Current state
- Workflow lives in
contributor-toolkit/.github/workflows/docs-drift-check.yml - Uses
anthropics/claude-code-action@v1with Sonnet - Gated to
JoeCardoso13PRs only (cost control during experimentation) - Uses a repo-level
ANTHROPIC_API_KEYsecret
Future directions
Short-term
- Verify the workflow works end-to-end after merging the PR that introduces it
- Evaluate the quality of drift detection on real PRs
Medium-term
- Move
ANTHROPIC_API_KEYfrom repo secret to org secret - Remove the user gate or replace with an org team check
- Adopt a reusable workflow so other repos can call one central definition
Long-term
- Cross-repo drift detection: e.g.,
PATTERNS.mdin contributor-toolkit references conventions used inmcp-server-template-python/mcp-server-template-typescript— detect when template repos diverge from documented patterns
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