{"product_id":"optimize-ai-evaluation-with-opik-boost-your-llm-scores","title":"Optimize AI Evaluation with Opik: Boost Your LLM Scores","description":"\u003ch3\u003eOptimize AI Evaluation with Opik: Boost Your LLM Scores\u003c\/h3\u003e\n\n\u003cp\u003eOpik is designed to assist developers and teams in building, auditing, and improving evaluation systems for Large Language Model (LLM) pipelines. It provides robust mechanisms for measuring and enhancing AI product quality by running evaluations against AI applications and returning comprehensive experiment scores.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eFacilitates the construction of LLM evaluations to derive scores from your applications.\u003c\/li\u003e\n  \u003cli\u003eCovers datasets, LLM judges, Retrieval-Augmented Generation (RAG) evaluation, synthetic data generation, error analysis, and validation against human labels.\u003c\/li\u003e\n  \u003cli\u003eSupports the improvement of AI product quality through targeted evaluation metrics and analysis.\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 utilizing AI coding agents such as Claude Code, Cursor, and Codex. It is especially useful for teams focused on evaluating and improving AI application performance.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eTeams aiming to enhance their LLM evaluation pipeline with detailed error analysis and synthetic data generation.\u003c\/li\u003e\n  \u003cli\u003eDevelopers requiring validation of AI judgment against human label accuracy to improve AI decision-making processes.\u003c\/li\u003e\n  \u003cli\u003eOrganizations interested in conducting an evaluation audit to identify and rectify issues such as missing error analysis or vanity metrics in their evaluation systems.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eTest suites are a primary feature, enabling the testing of agents with string assertions checked by an LLM judge.\u003c\/li\u003e\n  \u003cli\u003eOffers multi-run reliability testing with execution policies to ensure consistent evaluation results.\u003c\/li\u003e\n  \u003cli\u003eAvailable in both Python and TypeScript SDKs for broad developer adoption.\u003c\/li\u003e\n  \u003cli\u003eIncludes functionality for error analysis, test suite creation, and experiment score generation.\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\u003ecomet-ml\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/comet-ml\/opik-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003ecomet-ml\/opik-skills\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":52967590396215,"sku":"MCP-COMET-ML-OPIK-SKILLS-OPIK-EVALUATE","price":12.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/hGpBfHan3B9Y_ra7i1Fwy_7d818b4a953f4d1b982059a3f401ad17.jpg?v=1788945148","url":"https:\/\/mcpcart.com\/products\/optimize-ai-evaluation-with-opik-boost-your-llm-scores","provider":"SPF PRO","version":"1.0","type":"link"}