opik SKILL.md skillA
opik from comet-ml/opik-claude-code-plugin is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add comet-ml/opik-claude-code-plugin/opik@git:20260921.9843278Pins git:20260921.9843278 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- comet-ml/opik-claude-code-plugin
- Path
skills/opik/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260921.9843278, committed Sep 21, 2026
- First version recorded
- Mar 31, 2026
- Size
- 8,448 bytes
- Repository stars
- 25
- License
- Apache-2.0
Reference for the Opik SDK — tracing, span types, framework integrations, threads, and the prompt library (Python, TypeScript, REST). Use for "what span types exist", "how do I flush", "track_openai", "add OpikTracer", "version a prompt". To instrument a repo end to end, use the `opik-instrument` skill.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Opik SDK Reference
Opik is an open-source LLM observability platform. This skill is a **reference**
for the SDK. To instrument a codebase step by step (detect frameworks, add
config, emit and verify a trace), use the task-shaped `opik-instrument` skill.
## Core concepts
A trace is one execution path (one request → one response). Spans are the
operations inside it and form a hierarchy.
### Span types — the ONLY valid values
| Type | Use for |
|------|---------|
| `general` | orchestration, agent entry points |
| `llm` | model calls |
| `tool` | tools, retrieval, API / DB calls |
| `guardrail` | safety / validation checks |
Do NOT use `retrieval` or any other value.
## Python — tracing
```python
import opik
@opik.track(name="agent", type="general")
def agent(query: str) -> str:
return generate(retrieve(query))
@opik.track(type="tool")
def retrieve(query): ...
@opik.track(type="llm")
def generate(ctx): ...
opik.flush_tracker() # required in scripts
```
## TypeScript — tracing
```typescript
import { Opik } from "opik";
const client = new Opik({ projectName: "my-project" });
const trace = client.trace({ name: "agent", input: { query } });
…Read the whole file at its exact version.
How to install
mdr add comet-ml/opik-claude-code-plugin/opik@sha256:ee94038ec263bf1aThe line at the top of this page pins the label git:20260921.9843278, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_eznmmocg23zssynv)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 31, 2026 and Sep 21, 2026, about one every 44 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260921.9843278 latest | 2026-09-21 | 9843278 | 8,448 B | A | view · diff |
| git:20260917.109a551 | 2026-09-17 | 109a551 | 8,020 B | A | view · diff |
| git:20260403.58402bd | 2026-04-03 | 58402bd | 4,116 B | A | view · diff |
| git:20260403.7714998 | 2026-04-03 | 7714998 | 3,865 B | A | view · diff |
| git:20260331.1662c75 | 2026-03-31 | 1662c75 | 3,854 B | A | view |
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 (8448 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 · 25 stars · license Apache-2.0 · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_eznmmocg23zssynv GET https://markdownregistry.com/api/v1/resolve?ref=comet-ml/opik-claude-code-plugin/opik GET https://markdownregistry.com/api/v1/blob/ee94038ec263bf1ad3607212f21f455364cf3d307bac977cb2a3f4b9584f8216
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.