AI Skill Creator: Build, Edit & Optimize Your AI Workflows

AI Skill Creator: Build, Edit & Optimize Your AI Workflows

Transform the way you develop and optimize AI capabilities with the AI Skill Creator. Tailored for developers and teams using AI coding agents like Claude Code, Cursor, and Codex, this powerful tool allows you to create new skills, modify existing ones, and improve overall performance seamlessly. Elevate your AI workflows with precision and ease.

What this skill does

• Create new skills: Determine the functionality and methods for your new skill, draft it, and develop test prompts to run with claude-with-access-to-the-skill.
• Evaluate skill performance: Perform both qualitative and quantitative evaluations while your skill runs in the background. Use these results to identify areas of improvement.
• Iterative improvement: Based on evaluations, refine the skill and rewrite to rectify errors and enhance performance. Repeat the process until optimal results are achieved.
• Expand and optimize: Broaden your test set and optimize skill descriptions to refine triggering accuracy and reliability.

Use cases

• Developers looking to craft a new AI capability from the ground up.
• Teams needing to improve and iterate on existing AI skills for better performance.
• Users seeking to test and benchmark the performance of their AI skills with variance analysis for in-depth insights.
• Optimizing skill descriptions to ensure precise activation and deployment.

Technical details

• Integrates seamlessly with AI coding agents such as Claude Code, Cursor, and Codex.
• Uses the ai-workflow, aiapplication, and skill-creator tools to streamline skill development and improvement.
• Includes the eval-viewer/generate_review.py script for displaying evaluation results alongside quantitative metrics.
• Provides a structured and iterative approach for skill optimization based on data-driven evaluations.

Source & Licence

This package is built on open-source work published by ur-grue (ur-grue/autopunk-media-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.