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The Code Hardcode Audit skill provides a comprehensive safety net for your codebase by integrating Ruff, Semgrep, jscpd, and Gitleaks into a unified workflow. It helps developers identify anti-patterns like magic numbers and DRY violations while simultaneously scanning for critical security risks such as hardcoded API keys or credentials. Whether you are preparing for a production release or performing routine technical debt cleanup, this skill generates actionable refactoring plans and detailed reports to help move configuration into constants and keep sensitive data out of version control.