opik-diagnose skillA
opik-diagnose is agent-read markdown (skill) from comet-ml/opik-claude-code-plugin: 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. With the Opik MCP connected it lists the project's agent_insights_issue entities, offers to turn Diagnostics on when the project has it switched off, then fills the gaps with list (filters, sort, a time window); without the MCP it reads the same via the SDK (agent_insights and search_traces), so it works with no MCP..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Diagnose — Surface the Traces Worth Attention **Definition of done:** a **ranked shortlist** of the online/production traces (and Diagnostics issues) worth attention, each carrying the **signal that flagged it** and its **trace id**, scoped to a project and a recent window, and ready to hand to `/opik-explain`. "Worth attention" means errored, slow, regressed, or low online-eval score — not a dump of every trace, and never offline experiment results. If the project can't be read, stop at the first genuine blocker and return one next step. Operate: **rank by real signal over live data, surface the few things worth a look, hand the top one to `/opik-explain` — and change no code.** This skill is read-only by design. ## Inputs The entry point is `/opik-diagnose` (the current project), `/opik-diagnose <project>`, or `/opik-diagnose <what to look for>` (e.g. "slow traces", "errors today"). Infer the rest; treat these as **optional overrides**: - project (default: inferred from config/repo) · window (default: recent) · signal focus (default: all — errors, latency, regressions, low scores) · shortlist size (default: a handful). …
Read the whole file at its exact version.
How to install
mdr add comet-ml/opik-claude-code-plugin/opik-diagnose@git:20260917.109a551mdr add comet-ml/opik-claude-code-plugin/opik-diagnose@sha256:2fa004b8ff25b1abPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_54ngn3s5gkcnssx6)
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Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (16808 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
comet-ml/opik-claude-code-plugin · 23 stars · license Apache-2.0 · pushed 2026-09-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_54ngn3s5gkcnssx6 GET https://markdownregistry.com/api/v1/resolve?ref=comet-ml/opik-claude-code-plugin/opik-diagnose GET https://markdownregistry.com/api/v1/blob/2fa004b8ff25b1ab405904ebefe67a21a6a570e30129eed9f698235c9059a2dc
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.