{"product_id":"ai-audit-plan-skill-for-efficient-design-verification","title":"AI Audit Plan Skill for Efficient Design Verification","description":"\u003ch3\u003eAI Audit Plan Skill for Efficient Design Verification\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Audit Plan Skill provides a systematic approach to evaluating design proposals for AI agent skills before development commences. It assists in determining the responsibilities of libraries versus users, assesses proposed public APIs, and ensures all claims are validated against the actual codebase. Recommendations are made to streamline the scope, use primitives over redundant features, and align with pre-existing capabilities.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAudits design plans or proposals prior to implementation or commit approval.\u003c\/li\u003e\n  \u003cli\u003eIdentifies whether each capability is a responsibility of the library or the end user.\u003c\/li\u003e\n  \u003cli\u003eVerifies if users have the necessary primitives for problem-solving.\u003c\/li\u003e\n  \u003cli\u003eEnumerates any permanent public surface the plan would introduce.\u003c\/li\u003e\n  \u003cli\u003eValidates every load-bearing claim with reference to the real codebase.\u003c\/li\u003e\n  \u003cli\u003eEmploys independent per-dimension auditors to ensure a plan is reviewed objectively.\u003c\/li\u003e\n  \u003cli\u003eDelivers a blocking verdict on findings, prompting plan revision or user override confirmation if necessary.\u003c\/li\u003e\n  \u003cli\u003eEnforces the AGENTS.md golden rule 1 (\"reuse first\") during design stages.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers working with AI coding agents like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eTeams responsible for reviewing and approving design proposals for AI agent skills.\u003c\/li\u003e\n  \u003cli\u003eTechnical leads overseeing the integration of new capabilities into AI platforms.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003ePre-approval review for new AI agent skill proposals.\u003c\/li\u003e\n  \u003cli\u003eVerification of proposed design changes to ensure adherence to existing libraries and primitives.\u003c\/li\u003e\n  \u003cli\u003eContinuous integration environments where design changes require automated review prior to commits.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegrates with AI coding agents such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eUses tools like aegra, aiapplication, and audit-plan for comprehensive analysis.\u003c\/li\u003e\n  \u003cli\u003eOperates as a design-time tool ensuring compliance with AGENTS.md and linked guidelines.\u003c\/li\u003e\n\u003c\/ul\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\u003eskein-js\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/skein-js\/skein-js\" rel=\"nofollow noopener\" target=\"_blank\"\u003eskein-js\/skein-js\u003c\/a\u003e) and distributed under \u003cstrong\u003eApache-2.0\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 under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be 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":52950322970935,"sku":"MCP-SKEIN-JS-SKEIN-JS-AUDIT-PLAN","price":6.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/QlDwvd3YuC_2fVhxgPFSj_02e8e7fa314a46f5a947a8410e67fd13.jpg?v=1788606170","url":"https:\/\/mcpcart.com\/products\/ai-audit-plan-skill-for-efficient-design-verification","provider":"SPF PRO","version":"1.0","type":"link"}