{"product_id":"advanced-ai-agent-for-prompt-evaluation-model-testing","title":"Advanced AI Agent for Prompt Evaluation \u0026 Model Testing","description":"\u003ch3\u003eAdvanced AI Agent for Prompt Evaluation \u0026amp; Model Testing\u003c\/h3\u003e\n\n\u003cp\u003eThis AI agent skill is designed to facilitate prompt evaluation and model testing for developers utilizing Claude Code, Cursor, or Codex. It supports systematic testing of AI prompts, evaluation of large language model (LLM) outputs, and the execution of red-team vulnerability scans. The skill integrates with local evaluation configurations, ensuring safe control over providers and costs.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEvaluates LLM applications and AI prompts through systematic testing.\u003c\/li\u003e\n  \u003cli\u003ePerforms red-team\/vulnerability testing on target models or applications.\u003c\/li\u003e\n  \u003cli\u003eUtilizes existing evaluation tools defined in project dependencies, scripts, or toolchains, such as \u003ccode\u003epromptfoo\u003c\/code\u003e, \u003ccode\u003eevals\u003c\/code\u003e, or \u003ccode\u003ebraintrust\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003eProvides cost, provider, API key, and network target confirmations before execution.\u003c\/li\u003e\n  \u003cli\u003eSupports a workflow that includes defining risk, choosing assertion types, and establishing evaluation criteria.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is particularly useful for developers and teams working with AI coding agents like Claude Code, Cursor, and Codex, who need reliable tools for prompt evaluation and model testing.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSystematic testing of prompts in AI applications to ensure expected behavior.\u003c\/li\u003e\n  \u003cli\u003eConducting vulnerability assessments on models to identify potential weaknesses.\u003c\/li\u003e\n  \u003cli\u003eEnsuring model outputs conform to predetermined assertions such as text inclusion\/exclusion, schema compliance, or performance metrics like cost and latency.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegrates with prompt evaluation runners available in local toolchains.\u003c\/li\u003e\n  \u003cli\u003eEmploys deterministic checks including \u003ccode\u003econtains\u003c\/code\u003e, \u003ccode\u003eregex\u003c\/code\u003e, \u003ccode\u003ejson-schema\u003c\/code\u003e, \u003ccode\u003ecost\u003c\/code\u003e, and \u003ccode\u003elatency\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003eAllows for custom logic implementation using \u003ccode\u003ejavascript\u003c\/code\u003e or \u003ccode\u003epython\u003c\/code\u003e where applicable.\u003c\/li\u003e\n  \u003cli\u003eFor authorized security testing, defensive research, and educational use only.\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\u003eyeaight7\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/yeaight7\/agent-powerups\" rel=\"nofollow noopener\" target=\"_blank\"\u003eyeaight7\/agent-powerups\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":52985753010487,"sku":"MCP-YEAIGHT7-AGENT-POWERUPS-PROMPT-EVALUATION-RUNNER","price":16.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/3Sjx46EwfMzftQQrL2kzg_418a94bddfd84854a22b6408b9d4dc8b.jpg?v=1789377277","url":"https:\/\/mcpcart.com\/products\/advanced-ai-agent-for-prompt-evaluation-model-testing","provider":"SPF PRO","version":"1.0","type":"link"}