General skillCode review and quality

congruence-skill

Audit whether AI claims and project documentation match the code.

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License
MIT
Updated
Updated May 22, 2026

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Project overview

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.

Repository facts

Primary language
Shell
License
MIT
Repository updated
May 22, 2026
Default branch
main

Resource types

General skill

Use cases

Code review and qualityDocument productivity

Platforms

Claude Code, Codex, and more

Capabilities

Verification and evals

Audience

Developers

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