{"product_id":"optimize-your-repo-ai-agent-readiness-scoring-guidance","title":"Optimize Your Repo: AI Agent Readiness Scoring \u0026 Guidance","description":"\u003ch3\u003eOptimize Your Repo: AI Agent Readiness Scoring \u0026amp; Guidance\u003c\/h3\u003e\n\n\u003cp\u003eThe \"Optimize Your Repo: AI Agent Readiness Scoring \u0026amp; Guidance\" is a specialized AI agent skill designed to assess and enhance the readiness of a software repository for AI coding agents. It evaluates repositories across a comprehensive 30-signal rubric covering aspects such as agent instruction files, feedback loops, onboarding reproducibility, and codebase navigability, applicable to various programming languages including TypeScript, Python, Go, Rust, Ruby, Java, C#, and PHP\/Laravel.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eActivates upon user queries such as \"is this repo agent-ready\" or \"audit this repo for AI agents.\"\u003c\/li\u003e\n  \u003cli\u003eScores the readiness of a repository to support effective AI agent interaction.\u003c\/li\u003e\n  \u003cli\u003eProvides a detailed report, highlighting readiness scores and identifying gaps.\u003c\/li\u003e\n  \u003cli\u003eSuggests remediation steps to improve agent-readiness, deferring certain tasks to other capabilities where appropriate.\u003c\/li\u003e\n  \u003cli\u003eDoes not handle direct content writing or code refactoring, delegating these tasks as needed.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is ideal for developers and software teams leveraging AI coding agents like Claude Code, Cursor, and Codex in their development workflows. It is particularly beneficial for teams aiming to optimize their codebases for enhanced AI agent performance.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAudit existing repositories to evaluate AI agent readiness levels.\u003c\/li\u003e\n  \u003cli\u003eReceive guidance on making codebases more navigable and comprehensible for AI agents.\u003c\/li\u003e\n  \u003cli\u003eUnderstand and implement necessary changes to improve AI agent interaction.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUses the agentic-coding toolset for repository readiness scoring.\u003c\/li\u003e\n  \u003cli\u003eIntegrates with aiapplication and agent-readiness modules for comprehensive analysis.\u003c\/li\u003e\n  \u003cli\u003eInteroperable across multiple programming languages, ensuring a stack-agnostic approach.\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\u003evanducng\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/vanducng\/skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003evanducng\/skills\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":52853166702903,"sku":"MCP-VANDUCNG-SKILLS-AGENT-READINESS","price":13.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/MO6ahN8l7FmEX9f73bwLe_794d4e6b72bd4762957d3ddfb9a56812.jpg?v=1786870857","url":"https:\/\/mcpcart.com\/products\/optimize-your-repo-ai-agent-readiness-scoring-guidance","provider":"SPF PRO","version":"1.0","type":"link"}