{"product_id":"optimize-ai-agent-skills-with-create-skill-test-tool","title":"Optimize AI Agent Skills with Create Skill Test Tool","description":"\u003ch3\u003eOptimize AI Agent Skills with Create Skill Test Tool\u003c\/h3\u003e\n\n\u003cp\u003eThe Create Skill Test Tool is designed to scaffold evaluation specifications, ensuring AI agent skills are thoroughly tested according to the Vally eval.yaml schema. This tool is essential for creating robust skill tests, writing evaluation stimuli, defining graders and rubrics, accurately sizing evaluations for statistical power, and organizing test fixture files. It addresses the potential for overfitting, making sure the skills are evaluated fairly and effectively.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eScaffolds \u003ccode\u003eeval.yaml\u003c\/code\u003e specifications for AI agent skills.\u003c\/li\u003e\n    \u003cli\u003eConforms to the Vally schema, ensuring evaluations pass \u003ccode\u003eskill-validator check\u003c\/code\u003e and \u003ccode\u003echeck_eval_quality.py\u003c\/code\u003e.\u003c\/li\u003e\n    \u003cli\u003eFacilitates the creation of evaluation stimuli, graders, and rubrics.\u003c\/li\u003e\n    \u003cli\u003eEnsures evaluations are statistically powerful enough to provide a meaningful verdict.\u003c\/li\u003e\n    \u003cli\u003eOrganizes test fixture files and prevents overfitting to the skill’s language.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopers working with AI agent skills in Claude Code, Cursor, or Codex.\u003c\/li\u003e\n    \u003cli\u003eDevelopment teams needing to create and maintain evaluation specs for AI skills.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eCreating new evaluation specs for AI skills to ensure consistent performance.\u003c\/li\u003e\n    \u003cli\u003eAdding evaluation stimuli to existing tests to maintain skill quality.\u003c\/li\u003e\n    \u003cli\u003eSetting up or repairing fixture files for reliable test execution.\u003c\/li\u003e\n    \u003cli\u003eReviewing rubrics and graders to prevent overfitting in skill evaluations.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eIntegrates with your existing skills in the \u003ccode\u003edotnet\/skills\u003c\/code\u003e repository.\u003c\/li\u003e\n    \u003cli\u003eHandles eval.yaml schema requirements for the Vally format.\u003c\/li\u003e\n    \u003cli\u003eRequires skills or agent names under \u003ccode\u003eplugins\/ \/skills\/\u003c\/code\u003e or \u003ccode\u003eplugins\/ \/agents\/\u003c\/code\u003e.\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\u003edotnet\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/dotnet\/skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003edotnet\/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":52824529600823,"sku":"MCP-DOTNET-SKILLS-CREATE-SKILL-TEST","price":34.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/KrCw4czYz0JsiG-wK_rnH_5c348af497d44c3e8d5b1e95eb080458.jpg?v=1786525495","url":"https:\/\/mcpcart.com\/products\/optimize-ai-agent-skills-with-create-skill-test-tool","provider":"SPF PRO","version":"1.0","type":"link"}