Optimize AI Project Layout with Engineering SOP for Claude & Codex

Optimize AI Project Layout with Engineering SOP for Claude & Codex

This 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.

What this skill does

• Establishes a directory partitioning model for AI projects, differentiating between folders such as tests/ for regression criteria and tools/ for single-use probes and performance analysis.
• Defines specialized directories for AI-specific assets, including models/ for model logs and logs/ for runtime logs, with clear instructions to avoid storing model weights.
• Guides the inclusion of instructional content in doc/learn/ to support educational documentation.
• Offers guidelines on updating the README with visual aids such as Mermaid diagrams and provides instructions for linking demonstration videos.

Who it is for

• Developers working on AI projects using agents like Claude Code, Cursor, and Codex.
• Teams seeking to streamline the organization and documentation of their AI project repositories.

Use cases

• Enhancing the structure of an AI product repository to distinguish between code and non-code assets efficiently.
• Developing a robust documentation system that includes educational resources and visual aids for open-source AI projects.
• Improving onboarding processes by providing clear guidelines on project layout and directory functions for new team members.

Technical details

• Compatible with GitHub, leveraging its Markdown and Mermaid support for documentation enhancements.
• Advises on the use of GIFs and simplified rendering in README files to improve accessibility.
• Includes platform-specific configurations for better integration with AI coding agents such as Claude Code and Codex.

Source & Licence

This package is built on open-source work published by xingtu1996 (xingtu1996/xingtu-skills) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your 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.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This 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.

Claude, 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.