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The AI Code Reviewer skill transforms Claude into an expert software auditor capable of performing both incremental and full-scale pull request reviews. By leveraging the GitHub CLI, it enables developers to automate code quality checks, identify security vulnerabilities, and ensure architectural consistency while maintaining a constructive and professional tone. The skill intelligently pulls existing discussion history to prevent redundant feedback and uses a standardized severity system—ranging from critical security risks to minor stylistic suggestions—helping teams prioritize high-impact fixes without slowing down development velocity.