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SKILL / QUALITY
Review AI-Generated Code
Look beyond fluent code. Verify the claims behind the implementation.
SkillCREWKIT COLLECTION
Review AI-Generated CodeCrewKit
THE APPROACH
A clearer way forward.
An additional review pass for model-authored changes. It complements ordinary code review by checking plausible-looking assumptions and tracking recurring generator failure patterns.
- Verify external claims made by generated code.
- Inspect consistency without mistaking it for correctness.
- Capture recurring defects to improve future reviews.
AT A GLANCE
Inside the approach.
An overview of this resource, not the full instructions.
- 01
Identify the externally verifiable claims.
- 02
Check each claim against implementation evidence.
- 03
Record defects and recurring generation patterns.
reviewing-ai-generated-code