{"product_id":"optimize-your-claude-md-with-ai-powered-doctor-skills","title":"Optimize Your CLAUDE.md with AI-Powered Doctor Skills","description":"\u003ch3\u003eOptimize Your CLAUDE.md with AI-Powered Doctor Skills\u003c\/h3\u003e\n\n\u003cp\u003eThis AI agent skill enables precise auditing and optimization of CLAUDE.md and AGENTS.md files by analyzing compliance with official guidelines, identifying outdated or non-functional references, and backtesting implemented rules against historical session data. The tool generates a detailed HTML report with cited evidence and suggested improvements, useful for maintaining up-to-date and functional AI instruction files.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eConducts a comprehensive checkup of agent-instruction files within the repository.\u003c\/li\u003e\n  \u003cli\u003eCompares file size and adherence to official guidelines.\u003c\/li\u003e\n  \u003cli\u003eIdentifies dead references, commands, and outdated claims within the documentation.\u003c\/li\u003e\n  \u003cli\u003eBacktests each rule in CLAUDE.md against historical Claude Code session data.\u003c\/li\u003e\n  \u003cli\u003eProduces a doctor-style HTML report with evidence-cited prescriptions for optimization.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers utilizing Claude Code, Cursor, or Codex AI agents.\u003c\/li\u003e\n  \u003cli\u003eDevOps teams seeking to maintain optimal AI agent performance.\u003c\/li\u003e\n  \u003cli\u003eDocumentation specialists needing comprehensive file compliance checks.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eConducting periodic audits of AI agent instruction files to ensure rules are followed and effective.\u003c\/li\u003e\n  \u003cli\u003eUpdating stale or non-functional documentation based on evidence from real usage data.\u003c\/li\u003e\n  \u003cli\u003eProviding detailed assessments and recommendations to improve AI agent efficiency and performance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003eThis skill leverages the CLAUDE.md Doctor toolset, executing scripts defined in the repository's 'SCRIPTS' directory to perform deterministic checks. It requires Python 3.9 or higher for operation. The analysis tasks are conducted within the repository or specified directories, ensuring minimal disruption to user environments.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eagent-clinic\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/agent-clinic\/claude-md-doctor\" rel=\"nofollow noopener\" target=\"_blank\"\u003eagent-clinic\/claude-md-doctor\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52904640971063,"sku":"MCP-AGENT-CLINIC-CLAUDE-MD-DOCTOR-CLAUDE-MD-DOCTOR","price":14.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/8WWtWTRu9ALBTMkVmBTzx_dce3a5d943044b3da29c961a25d26460.jpg?v=1787821931","url":"https:\/\/mcpcart.com\/products\/optimize-your-claude-md-with-ai-powered-doctor-skills","provider":"SPF PRO","version":"1.0","type":"link"}