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Automates the refinement of Claude Code skill documentation by analyzing reference materials to generate practical code examples, quick-reference guides, and frequently asked questions. It ensures high-quality output through built-in grounding checkpoints and recovery protocols that prevent hallucinations and protect original content. This tool is essential for developers looking to scale their skill library with consistent, production-grade documentation that adheres to best practices for autonomous agentic coding.