AI Agent Skills Constitution: Optimize Claude & Codex Performance

AI Agent Skills Constitution: Optimize Claude & Codex Performance

The AI Agent Skills Constitution provides a comprehensive meta-rule framework designed to enhance the efficiency and reliability of AI coding agents like Claude Code and Codex. It enforces a systematic approach where agents consult their memory and skill index before executing tasks, thus minimizing errors from unutilized or misidentified skills.

What this skill does

• Implements a mandatory pre-task check that ensures agents consult their memory and skill index to identify the best available skills.
• Introduces a two-layer validation process (soft and hard checks) to enhance skill utilization and output compliance.
• Provides a pre-hook mechanism that injects relevant memory and skill trees before task initiation.
• Supports cross-platform functionality, compatible with over 20 frameworks including Claude Code, Cursor, Codex, and more.
• Features a constitution-check script for session integrity verification, allowing optional strict blocking.
• Enforces task-related hard checks to ensure accurate skill referencing, especially for tasks involving code, git, and documentation.

Who it is for

This skill is ideally suited for developers and teams leveraging AI coding agents within platforms like Claude Code, Cursor, and Codex. It helps in maintaining task consistency and accuracy, making it valuable for those working on complex coding and document-heavy projects.

Use cases

• Development teams using AI agents to automate coding tasks, ensuring correct skill selection and minimizing erroneous outputs.
• Project managers overseeing AI-driven projects that require meticulous execution of code and deployment tasks.
• Technical writers and documentation specialists who benefit from enhanced control over AI agent-based documentation processes.

Technical details

• Integrates with AI agent frameworks such as WorkBuddy, Claude Code, ChatGPT, Codex, Gemini, Cursor, Windsurf, and Cline.
• Utilizes tools like constitution-check for pre-task and task-related validations.
• Supports skill tree indexing, allowing developers to maintain their platform-specific skill registry.
• Provides hooks.json for session and user prompt hook registration across multiple platforms.

Source & Licence

This package is built on open-source work published by jiabaobei (jiabaobei/skills-constitution) 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.