{"product_id":"optimize-ai-run-eval-skill-for-claude-codex-agents","title":"Optimize AI: Run-Eval Skill for Claude \u0026 Codex Agents","description":"\u003ch3\u003eOptimize AI: Run-Eval Skill for Claude \u0026amp; Codex Agents\u003c\/h3\u003e\n\n\u003cp\u003eThe Optimize AI: Run-Eval Skill for Claude \u0026amp; Codex Agents facilitates the evaluation of AI models by running pre-defined evaluation sets and scoring their results on arm servers. It is designed for AI coding agents such as Claude Code, Cursor, and Codex to assist in the performance assessment and comparison of different models or arms.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eRuns the evaluation set found in \u003cem\u003eevals\/questions.json\u003c\/em\u003e against specified arm servers.\u003c\/li\u003e\n    \u003cli\u003eScores the results to help determine the effectiveness and accuracy of the models.\u003c\/li\u003e\n    \u003cli\u003eEnsures that the necessary MCP TOOLS, including \u003ccode\u003emcp__eval-__get_building_profile\u003c\/code\u003e, are properly connected before initiating evaluations.\u003c\/li\u003e\n    \u003cli\u003eReports comparisons of different arms or models using the building-profile eval tool.\u003c\/li\u003e\n    \u003cli\u003eWorks within sessions to detect and adopt newly available agents while ensuring they are equipped with the required tools to perform evaluations.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill benefits developers and software teams that utilise AI coding agents like Claude Code, Cursor, and Codex. It is particularly useful for those involved in AI model development, testing, and evaluation.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eAI development teams assessing the performance of new AI models by running standardized evaluation sets.\u003c\/li\u003e\n    \u003cli\u003eDevelopers in need of a reliable method to compare the efficiency of different AI models under similar conditions.\u003c\/li\u003e\n    \u003cli\u003eResearch units that require the reproduction of performance metrics for presentations or reports.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eUtilizes agent-skills, aiapplication, and run-eval tools within specified AI coding platforms.\u003c\/li\u003e\n    \u003cli\u003eRequires connection to MCP TOOLS and confirmation of availability in the session configuration.\u003c\/li\u003e\n    \u003cli\u003eCompatible with Claude Code, Cursor, and Codex AI coding agents, integrating into existing workflows with ease.\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\u003eDaveGold\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/DaveGold\/mcp-metadata-demo\" rel=\"nofollow noopener\" target=\"_blank\"\u003eDaveGold\/mcp-metadata-demo\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":53059381952823,"sku":"MCP-DAVEGOLD-MCP-METADATA-DEMO-RUN-EVAL","price":60.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/NeJ0trP9dKb3LYD6q39Sq_051911d727864c2cbaa1be46960548d4.jpg?v=1790597305","url":"https:\/\/mcpcart.com\/products\/optimize-ai-run-eval-skill-for-claude-codex-agents","provider":"SPF PRO","version":"1.0","type":"link"}