AI Skill Creator: Design, Edit & Optimize Agent Skills

AI Skill Creator: Design, Edit & Optimize Agent Skills

The AI Skill Creator facilitates the creation, modification, and optimization of skills for AI coding agents such as Claude Code, Cursor, and Codex. It aids developers in drafting, evaluating, and iteratively improving skills to enhance functionality and accuracy.

What this skill does

• Allows users to conceptualize and draft new agent skills, including defining functionalities and approach.
• Facilitates the creation of test prompts to run initial evaluations using Claude.
• Supports qualitative and quantitative evaluation of skill performance to guide improvements.
• Integrates with `eval-viewer/generate_review.py` to display evaluation metrics and reviews.
• Enables iterative rewriting and optimization of skills based on user feedback and benchmark results.
• Allows expansion of test sets for broader evaluation.

Who it is for

This skill is tailored for developers and teams engaged in AI coding and development who seek to enhance the capabilities of AI agents (Claude Code, Cursor, Codex). It serves those involved in creating and refining AI agent skills to better meet project requirements.

Use cases

• Developing a new agent skill to automate specific tasks within existing software systems.
• Improving an underperforming skill using detailed evaluation metrics and user feedback.
• Benchmarking existing skills to refine their descriptions for better accuracy in triggering responses.

Technical details

• Utilizes the agent-skills and aiapplication frameworks for skill development and optimization.
• Employs the `skill-creator` tool for writing, evaluating, and revising skills.
• Works in conjunction with the `eval-viewer/generate_review.py` script for quantitative analysis.

Source & Licence

This package is built on open-source work published by bootgs (bootgs/skills) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.

Personal 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.

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.