{"product_id":"ai-skill-creator-design-optimize-skills-for-claude-cursor-codex","title":"AI Skill Creator: Design \u0026 Optimize Skills for Claude, Cursor, Codex","description":"\u003ch3\u003eAI Skill Creator: Design \u0026amp; Optimize Skills for Claude, Cursor, Codex\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Skill Creator is a tool designed for developers and teams to create new skills, modify existing ones, and optimize their performance for AI agents like Claude, Cursor, and Codex. It provides a structured framework to evaluate and refine skills through qualitative and quantitative analyses, ensuring skill efficiency and effectiveness.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDefine the desired functionality and initial design of a new skill.\u003c\/li\u003e\n  \u003cli\u003eDraft the skill and test it by running it with Claude-access.\u003c\/li\u003e\n  \u003cli\u003eAssist users in evaluating outputs qualitatively and quantitatively.\u003c\/li\u003e\n  \u003cli\u003eDevelop or adjust evaluation metrics, guiding users through interpretation.\u003c\/li\u003e\n  \u003cli\u003eUse the \u003ccode\u003eeval-viewer\/generate_review.py\u003c\/code\u003e script to review skill performance metrics.\u003c\/li\u003e\n  \u003cli\u003eRefine the skill based on detailed feedback until satisfactory results are achieved.\u003c\/li\u003e\n  \u003cli\u003eExpand the test set and perform iterative testing at a larger scale for enhanced assurance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is intended for developers and development teams that utilize AI coding agents such as Claude, Cursor, and Codex. It benefits those involved in AI skill development and optimization, requiring efficient evaluation methodologies.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDeveloping a new AI skill from the ground up for bespoke applications.\u003c\/li\u003e\n  \u003cli\u003eRefining existing skills to align with newly defined business requirements.\u003c\/li\u003e\n  \u003cli\u003eConducting performance benchmarking for AI skill enhancements.\u003c\/li\u003e\n  \u003cli\u003eOptimizing skill descriptions for improved triggering in AI environments.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegrates with 3d-generation, aiapplication, and skill-creator tools.\u003c\/li\u003e\n  \u003cli\u003eSupports Claude Code, Cursor, and Codex AI agents.\u003c\/li\u003e\n  \u003cli\u003eExecutes evaluations using the \u003ccode\u003eeval-viewer\/generate_review.py\u003c\/code\u003e script.\u003c\/li\u003e\n  \u003cli\u003eFacilitates both qualitative and quantitative skill performance analysis methodologies.\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\u003escenario-labs\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/scenario-labs\/skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003escenario-labs\/skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\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, provided the original copyright and licence notice are 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":53050290372919,"sku":"MCP-SCENARIO-LABS-SKILLS-SKILL-CREATOR","price":4.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/d6vIUP9ZFQXJ4euxjXbYi_f7ccd95bce70482e8ad64ebca31bf492.jpg?v=1790413282","url":"https:\/\/mcpcart.com\/products\/ai-skill-creator-design-optimize-skills-for-claude-cursor-codex","provider":"SPF PRO","version":"1.0","type":"link"}