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The ac-code-validator skill provides an automated framework for static analysis, linting, and type checking directly within the Claude Code environment. It supports a wide range of development ecosystems including Python, TypeScript, and Go, leveraging industry-standard tools like Ruff, ESLint, and Black to ensure code consistency and reliability. By integrating security scans and intelligent auto-fix capabilities, this skill streamlines the development workflow, catching potential errors, type mismatches, and vulnerabilities before code is committed or integrated into production.