{"product_id":"ai-agent-skill-benchmarking-tool-for-claude-code-codex","title":"AI Agent Skill Benchmarking Tool for Claude Code \u0026 Codex","description":"\u003ch3\u003eAI Agent Skill Benchmarking Tool for Claude Code \u0026amp; Codex\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Agent Skill Benchmarking Tool is designed to precisely evaluate AI coding assistant skills by running discriminating-only assertions against \u003ccode\u003eevals.json\u003c\/code\u003e for various models and agents. It supports a wide range of AI coding environments including Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003ePerforms skill benchmarking on models not yet tested, using with_skill\/without_skill evaluation pairs.\u003c\/li\u003e\n    \u003cli\u003eProduces \u003ccode\u003ebenchmark-\u003cmodel\u003e.json\u003c\/model\u003e\u003c\/code\u003e outcomes, highlighting pass rates and a list of discriminating assertions.\u003c\/li\u003e\n    \u003cli\u003eRe-grades existing benchmark runs to maintain accuracy.\u003c\/li\u003e\n    \u003cli\u003eIncorporates Phase 2 model comparison results into the evaluation process.\u003c\/li\u003e\n    \u003cli\u003eFacilitates result review through the evaluation viewer, ensuring clarity and reliability.\u003c\/li\u003e\n    \u003cli\u003eMaintains assertion hygiene by removing non-discriminating noise from \u003ccode\u003eevals.json\u003c\/code\u003e.\u003c\/li\u003e\n    \u003cli\u003eUpholds strict grader isolation and enforces evidence-only assertion passing to enhance accuracy.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis tool is ideal for developers and teams utilizing AI coding agents such as Claude Code, Cursor, Codex, Gemini CLI, GitHub Copilot, and similar platforms. It benefits those who require a comprehensive and precise benchmarking process for their AI agent skills.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eBenchmarking a new AI coding skill across different models and agents.\u003c\/li\u003e\n    \u003cli\u003eReassessing the accuracy of previous benchmark results.\u003c\/li\u003e\n    \u003cli\u003eCleaning evaluation data by removing non-discriminating assertions.\u003c\/li\u003e\n    \u003cli\u003eUpdating project documentation with current benchmarking results.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eOperates with any AI coding assistant capable of file reading and shell command execution.\u003c\/li\u003e\n    \u003cli\u003eCompatible with multiple platforms, including Claude Code, Gemini CLI, GitHub Copilot, Cursor, and others.\u003c\/li\u003e\n    \u003cli\u003eEnsures strict separation between response generation and grading processes.\u003c\/li\u003e\n    \u003cli\u003eProduces output in \u003ccode\u003ebenchmark-\u003cmodel\u003e.json\u003c\/model\u003e\u003c\/code\u003e, offering comprehensive benchmark insights.\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\u003erusel95\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/rusel95\/ios-agent-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003erusel95\/ios-agent-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":53014649536823,"sku":"MCP-RUSEL95-IOS-AGENT-SKILLS-BENCHMARKING","price":33.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/rl8LJBLCVqVVnj8GEeInX_d1464075212f4d159940602639177912.jpg?v=1789898569","url":"https:\/\/mcpcart.com\/products\/ai-agent-skill-benchmarking-tool-for-claude-code-codex","provider":"SPF PRO","version":"1.0","type":"link"}