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Model Context Protocol · comet-ml/opik-mcp
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Opik Reference for the Opik SDK — tracing, span types, framework integrations, threads, and the prompt library (Python, TypeScript, REST). | comet-ml/ | 220 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 2 | Run a candidate against the baseline over an Opik test suite and read the numbers back — which cases broke, which got fixed, the per-metric deltas, worst rows, and whether the two runs are… | comet-ml/ | 220 | — | ~2.6k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 3 | Surface the Opik traces worth a developer's attention, ranked by signal — Diagnostics issues first, then errors, failed tool calls, latency, regressions, and low online-eval scores. | comet-ml/ | 220 | — | ~2.7k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 4 | Build an LLM evaluation and run it against the app, returning an Opik experiment with scores and its link. | comet-ml/ | 220 | — | ~2.5k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 5 | Add Opik tracing to an existing app and verify a real trace lands. | comet-ml/ | 220 | — | ~2.7k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 6 | Improve a prompt with the Opik Agent Optimizer — resolve the prompt, a dataset, and a metric, pick the algorithm, run a bounded optimization, check the gain on held-out data, and save the winner as… | comet-ml/ | 220 | — | ~2.6k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 7 | Decide ship or hold for a candidate from the compare skill's numbers, against an explicit release policy — regressions, pass rate, safety-tagged cases, subgroup consistency, latency and cost… | comet-ml/ | 220 | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 8 | Root-cause a specific Opik trace, or a pattern across traces, and return a grounded explanation. | comet-ml/ | 220 | — | ~2.4k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 9 | Take a judge live on production traffic — create an Opik online evaluation rule (LLM-as-judge or Python metric) on a project with sampling, filters, variable mapping, and a cost cap, then confirm… | comet-ml/ | 220 | — | ~3k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 10 | 10.Opik Test Turn a failing Opik trace (or a described failure) into a repeatable regression check — a test-suite item with the trace's input and one or two binary assertions — so a fix can be verified by the… | comet-ml/ | 220 | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
