{"product_id":"4r-icm-audit-ai-skill-optimize-your-workspace-efficiency","title":"4R ICM Audit AI Skill: Optimize Your Workspace Efficiency","description":"\u003ch3\u003e4R ICM Audit AI Skill: Optimize Your Workspace Efficiency\u003c\/h3\u003e\n\n\u003cp\u003eThe 4R ICM Audit AI Skill provides structured audits of AI agent workspace environments, specifically focusing on ICM workspaces or equivalent folder systems used by Claude Code, Cursor, and Codex. Employing a systematic 4R audit—Read, Run, Reality, Report—this skill ensures your workspace functions as intended and all safeguards are effectively operational. It performs a practical assessment by executing a real task, detecting planted errors, and producing a comprehensive plain English report with ranked recommendations and precise file and line references.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eReads the workspace structure to understand declared functionalities.\u003c\/li\u003e\n    \u003cli\u003eRuns an actual job within a temporary workspace copy using a fresh AI agent without prior memory.\u003c\/li\u003e\n    \u003cli\u003eIntroduces deliberate errors to confirm that configured guards capture these as expected.\u003c\/li\u003e\n    \u003cli\u003eGenerates a detailed report in clear language outlining findings, suggested improvements, and supporting evidence.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is designed for developers and technical teams employing AI coding agents such as Claude Code, Cursor, and Codex. It is particularly beneficial for those looking to routinely verify the operational integrity of their ICM workspaces.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eA developer questioning the functionality or reliability of their AI workspace setup can use the skill to validate its performance.\u003c\/li\u003e\n    \u003cli\u003eA team preparing for a workspace audit can deploy this skill to identify preemptive areas for improvement.\u003c\/li\u003e\n    \u003cli\u003eDuring regular maintenance, use this skill to ensure that any workspace changes have not introduced unidentified issues.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eUtilizes AI agents integrated with Claude Code, Cursor, or Codex for executing the audit tasks.\u003c\/li\u003e\n    \u003cli\u003eEmploys scripts including \u003ccode\u003escripts\/routes.sh\u003c\/code\u003e and \u003ccode\u003escripts\/nested-repos.sh\u003c\/code\u003e to automate and structure the audit process.\u003c\/li\u003e\n    \u003cli\u003eReferences supporting documentation and templates such as \u003ccode\u003ereferences\/read.md\u003c\/code\u003e, \u003ccode\u003etemplates\/report.html\u003c\/code\u003e for reporting and recording results.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eFor authorised security testing, defensive research, and educational use only.\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\u003eoathdriven\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/oathdriven\/rymac-4r-icm-audit\" rel=\"nofollow noopener\" target=\"_blank\"\u003eoathdriven\/rymac-4r-icm-audit\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":53058800025911,"sku":"MCP-OATHDRIVEN-RYMAC-4R-ICM-AUDIT-RYMAC-4R-ICM-AUDIT","price":27.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/nMH53QKSc2mRtOs171Le8_280a7b01ee7b49fda8e995a4f8a8fc46.jpg?v=1790586794","url":"https:\/\/mcpcart.com\/products\/4r-icm-audit-ai-skill-optimize-your-workspace-efficiency","provider":"SPF PRO","version":"1.0","type":"link"}