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Developer Creates AI Code Review Skill to Focus on Critical Bugs Over Style

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A developer found standard AI code reviews obsessed with style issues while missing critical bugs like SQL injection and logic errors. He created a structured 'skill' for his AI agent that prioritizes functional correctness and security. The skill asks if the code will cause problems within three months, reviewing five axes in order: correctness, security, readability, performance, and test coverage. The process includes guardrails like limiting comments and banning style nitpicks, ensuring the agent focuses only on substantive issues.

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