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Part II—Comprehensive Checklist

The core of the AI reviewer is a reproducible multi-dimensional checklist.

Functional Correctness & Logic​

  • Logic contradictions, boundaries/exceptions, error handling, race conditions

  • Alignment with Intent (Consistency with PR description/ticket)

  • Not passive but Adversarial Test Generation (Mutation / Symbolic execution)

Maintainability, Readability, Complexity​

  • Cyclomatic/Cognitive complexity, Code smells, Naming, Comment quality

  • Handle style guides by machine to avoid subjective debates

Architecture Fit​

  • Principles like SOLID, Layering, Dependency direction, Separation of concerns

Implementation Note: Connect with the Add a new skill guide in this repository, and declare check items in machine-readable (e.g., YAML) form -> Evaluate/Aggregate in CI.