{"product_id":"optimize-ai-project-layout-with-engineering-sop-for-claude-codex","title":"Optimize AI Project Layout with Engineering SOP for Claude \u0026 Codex","description":"\u003ch3\u003eOptimize AI Project Layout with Engineering SOP for Claude \u0026amp; Codex\u003c\/h3\u003e\n\n\u003cp\u003eThis capability package provides a standard operating procedure (SOP) to optimize the layout of AI projects for agents like Claude Code and Codex. It establishes a structural framework for organizing project directories and addresses typical queries related to AI project layouts. By integrating engineering best practices, this skill improves project consistency and documentation clarity.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEstablishes a directory partitioning model for AI projects, differentiating between folders such as \u003ccode\u003etests\/\u003c\/code\u003e for regression criteria and \u003ccode\u003etools\/\u003c\/code\u003e for single-use probes and performance analysis.\u003c\/li\u003e\n  \u003cli\u003eDefines specialized directories for AI-specific assets, including \u003ccode\u003emodels\/\u003c\/code\u003e for model logs and \u003ccode\u003elogs\/\u003c\/code\u003e for runtime logs, with clear instructions to avoid storing model weights.\u003c\/li\u003e\n  \u003cli\u003eGuides the inclusion of instructional content in \u003ccode\u003edoc\/learn\/\u003c\/code\u003e to support educational documentation.\u003c\/li\u003e\n  \u003cli\u003eOffers guidelines on updating the README with visual aids such as Mermaid diagrams and provides instructions for linking demonstration videos.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers working on AI projects using agents like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eTeams seeking to streamline the organization and documentation of their AI project repositories.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEnhancing the structure of an AI product repository to distinguish between code and non-code assets efficiently.\u003c\/li\u003e\n  \u003cli\u003eDeveloping a robust documentation system that includes educational resources and visual aids for open-source AI projects.\u003c\/li\u003e\n  \u003cli\u003eImproving onboarding processes by providing clear guidelines on project layout and directory functions for new team members.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eCompatible with GitHub, leveraging its Markdown and Mermaid support for documentation enhancements.\u003c\/li\u003e\n  \u003cli\u003eAdvises on the use of GIFs and simplified rendering in README files to improve accessibility.\u003c\/li\u003e\n  \u003cli\u003eIncludes platform-specific configurations for better integration with AI coding agents such as Claude Code and Codex.\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\u003exingtu1996\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/xingtu1996\/xingtu-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003exingtu1996\/xingtu-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":53486739816759,"sku":"MCP-XINGTU1996-XINGTU-SKILLS-AI-REPO-ENGINEERING-LAYOUT","price":29.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/Y52MuKwhpwIykrM5sRQQV_76c1a2b511a84fc38fa047a4ba119e58.jpg?v=1793610767","url":"https:\/\/mcpcart.com\/products\/optimize-ai-project-layout-with-engineering-sop-for-claude-codex","provider":"SPF PRO","version":"1.0","type":"link"}