General skillCode review and quality
congruence-skill
Audit whether AI claims and project documentation match the code.
Audit whether AI claims and project documentation match the code.
Use Congruence to catch semantic drift between what an AI agent, README, UI, or configuration claims and what the code actually does. It extracts verifiable claims, searches the project for evidence, classifies each result as congruent, incongruent, partial, or unverifiable, and produces a pre-deploy decision. This complements tests and technical code review rather than replacing them, and adapters are provided for many coding tools.
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Review high-risk code through independent specialist agents and synthesis.
Audit a repository locally and turn cited findings into clear priorities.
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Audience
Public GitHub facts last synced Jul 10, 2026.
Review code with adjustable roast levels and actionable fixes.
Score and audit Claude SKILL.md files