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The Skill Enhancer is a specialized utility designed to elevate the quality of Claude Code skill documentation by programmatically analyzing reference files to extract practical code examples, FAQs, and best practices. It mitigates common AI failure modes like hallucination and over-helpfulness by enforcing strict grounding checks and backup protocols, ensuring that your agentic workflows remain accurate, grounded, and easy to maintain. Whether using local execution or the Anthropic API, it streamlines the creation of high-utility developer guides from raw reference materials.