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This skill embeds comprehensive linting and formatting verification into the development workflow, preventing the common mistake of marking code as production-ready without proper validation. It orchestrates specialized agents to handle formatting, linting, and architectural review across multiple files concurrently, ensuring that issues are resolved through deep root-cause analysis rather than superficial fixes. By integrating with project-specific configurations in CLAUDE.md, it provides a tailored quality assurance process that supports a wide range of tools including Ruff, MyPy, Prettier, and ShellCheck.