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This skill acts as an automated quality gate for AI-generated code, scanning for common issues like linting errors, performance bottlenecks, and accessibility gaps. It goes beyond simple detection by applying auto-fixes—such as removing unused imports, extracting duplicate code, and optimizing file structure—to ensure that the final output is production-ready, clean, and tested before it is presented to the developer.