AI Trace Debugger: Instant Opik Trace Explanations
AI Trace Debugger: Instant Opik Trace Explanations
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AI Trace Debugger: Instant Opik Trace Explanations
AI Trace Debugger: Instant Opik Trace Explanations
The 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.
What this skill does
- Explains individual or patterns of Opik traces.
- Identifies and provides the root cause of trace failures or anomalies.
- Returns evidence spans as clickable links within the Opik user interface.
- Offers one suggested follow-up step based on the root cause analysis.
- Maintains read-only status, ensuring no code alterations during diagnostics.
Who it is for
This 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.
Use cases
- Determining why a specific Opik trace failed during an application run.
- Understanding unexplained slowdowns or errors in AI agent behavior.
- Analyzing trace patterns to identify common failure points or inefficiencies.
Technical details
- Utilizes the Opik MCP platform for hosted data analysis.
- Defaults to SDK scripting when the hosted platform is unavailable.
- Entry point via /opik-explain for single traces or patterns.
- Leverages AI application skills and agent-skills technologies.
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.
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