{"product_id":"ai-trace-debugger-instant-opik-trace-explanations","title":"AI Trace Debugger: Instant Opik Trace Explanations","description":"\u003ch3\u003eAI Trace Debugger: Instant Opik Trace Explanations\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Trace Debugger skill assists developers in analyzing Opik traces by identifying root causes within trace data. It provides grounded explanations connected to specific evidence spans and suggests actionable next steps without modifying code. The skill integrates with the hosted Opik MCP or uses SDK scripting if necessary.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eExplains individual or patterns of Opik traces.\u003c\/li\u003e\n    \u003cli\u003eIdentifies and provides the root cause of trace failures or anomalies.\u003c\/li\u003e\n    \u003cli\u003eReturns evidence spans as clickable links within the Opik user interface.\u003c\/li\u003e\n    \u003cli\u003eOffers one suggested follow-up step based on the root cause analysis.\u003c\/li\u003e\n    \u003cli\u003eMaintains read-only status, ensuring no code alterations during diagnostics.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is designed for developers and engineering teams using AI coding agents such as Claude Code, Cursor, and Codex, who need to debug or understand the performance of AI-driven applications.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDetermining why a specific Opik trace failed during an application run.\u003c\/li\u003e\n    \u003cli\u003eUnderstanding unexplained slowdowns or errors in AI agent behavior.\u003c\/li\u003e\n    \u003cli\u003eAnalyzing trace patterns to identify common failure points or inefficiencies.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eUtilizes the Opik MCP platform for hosted data analysis.\u003c\/li\u003e\n    \u003cli\u003eDefaults to SDK scripting when the hosted platform is unavailable.\u003c\/li\u003e\n    \u003cli\u003eEntry point via \/opik-explain for single traces or patterns.\u003c\/li\u003e\n    \u003cli\u003eLeverages AI application skills and agent-skills technologies.\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":52967590658359,"sku":"MCP-COMET-ML-OPIK-SKILLS-OPIK-EXPLAIN","price":30.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/HzI2EYjEjo21KSu330lFu_9d26f3f8ec814c9fab970f9129f89211.jpg?v=1788945183","url":"https:\/\/mcpcart.com\/products\/ai-trace-debugger-instant-opik-trace-explanations","provider":"SPF PRO","version":"1.0","type":"link"}