Opik Diagnose: AI-Powered Developer Diagnostics Tool

Opik Diagnose: AI-Powered Developer Diagnostics Tool

Opik Diagnose is a read-only AI agent skill designed to assist developers in identifying critical production issues by analyzing live traces and diagnostics data. It surfaces the most relevant traces needing attention, ranked by signal strength, to optimize the debugging process.

What this skill does

• Surfaces Opik traces that require a developer's focus, prioritized by signal strength. Prioritizes diagnostics issues first, followed by errors, failed tool calls, latency, regressions, and low online evaluation scores.
• Operates both with and without the Opik MCP connection. When connected, it lists the project's agent_insights_issue entities. Without the MCP, it reads these through the SDK using agent_insights and search_traces functionalities.
• Generates a ranked shortlist of online and production traces worth attention, each accompanied by the signal that flagged it and the trace ID.
• Facilitates triage processes by supplying information ready to be processed by the explain skill via the `/opik-explain` command.
• Focuses exclusively on live data; it is not suited for offline experiment evaluation or individual trace root cause analysis.

Who it is for

This skill is intended for developers and engineering teams using AI coding agents such as Claude Code, Cursor, and Codex. It is particularly beneficial for those responsible for monitoring and maintaining AI systems in a production environment.

Use cases

• Identifying and addressing "what is broken in production" promptly.
• Efficiently finding and reviewing traces that may be failing or running slowly.
• Determining which tool calls are resulting in failure.
• Assisting in the triage of AI agents by highlighting issues requiring immediate action.

Technical details

• Utilizes Opik MCP and SDK integrations for its operations.
• Fully compatible with AI agent environments such as Claude Code, Cursor, and Codex.
• Operates on live data to ensure relevant insights for maintaining production systems.

Source & Licence

This package is built on open-source work published by comet-ml (comet-ml/opik-skills) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.

Personal 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.

Your 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.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This 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.

Claude, 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.