{"product_id":"ai-skill-creator-design-edit-optimize-agent-skills","title":"AI Skill Creator: Design, Edit \u0026 Optimize Agent Skills","description":"\u003ch3\u003eAI Skill Creator: Design, Edit \u0026amp; Optimize Agent Skills\u003c\/h3\u003e\n\n\u003cp\u003eThe 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.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAllows users to conceptualize and draft new agent skills, including defining functionalities and approach.\u003c\/li\u003e\n  \u003cli\u003eFacilitates the creation of test prompts to run initial evaluations using Claude.\u003c\/li\u003e\n  \u003cli\u003eSupports qualitative and quantitative evaluation of skill performance to guide improvements.\u003c\/li\u003e\n  \u003cli\u003eIntegrates with `eval-viewer\/generate_review.py` to display evaluation metrics and reviews.\u003c\/li\u003e\n  \u003cli\u003eEnables iterative rewriting and optimization of skills based on user feedback and benchmark results.\u003c\/li\u003e\n  \u003cli\u003eAllows expansion of test sets for broader evaluation.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDeveloping a new agent skill to automate specific tasks within existing software systems.\u003c\/li\u003e\n  \u003cli\u003eImproving an underperforming skill using detailed evaluation metrics and user feedback.\u003c\/li\u003e\n  \u003cli\u003eBenchmarking existing skills to refine their descriptions for better accuracy in triggering responses.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilizes the agent-skills and aiapplication frameworks for skill development and optimization.\u003c\/li\u003e\n  \u003cli\u003eEmploys the `skill-creator` tool for writing, evaluating, and revising skills.\u003c\/li\u003e\n  \u003cli\u003eWorks in conjunction with the `eval-viewer\/generate_review.py` script for quantitative analysis.\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\u003ebootgs\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/bootgs\/skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003ebootgs\/skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eApache-2.0\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 under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be 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":53024558907703,"sku":"MCP-BOOTGS-SKILLS-SKILL-CREATOR","price":66.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/f0S_QCnqJywj7JtwTrP7A_40ff17fb32414437a666e891653ded32.jpg?v=1790078636","url":"https:\/\/mcpcart.com\/products\/ai-skill-creator-design-edit-optimize-agent-skills","provider":"SPF PRO","version":"1.0","type":"link"}