comet-ml/opik-claude-code-plugin · skills/agent-ops/SKILL.md

agent-ops skillA

agent-ops is agent-read markdown (skill) from comet-ml/opik-claude-code-plugin: This skill should be used when the user asks about agent architecture, evaluation, metrics, production monitoring, debugging agents, or best practices for building reliable AI agents. Use for questions like "evaluate my agent", "set up production monitoring", "add guardrails", "detect hallucinations", "agent anti-patterns", "compare experiments", "create evaluation dataset"..

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.

How to install

Latest version
mdr add comet-ml/opik-claude-code-plugin/agent-ops@git:20260223.86bee51
Exact content
mdr add comet-ml/opik-claude-code-plugin/agent-ops@sha256:7f24c1ec849b342c

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_gx7mzengrhstv7zo.svg)](https://markdownregistry.com/a/art_gx7mzengrhstv7zo)

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Versions

versioncommittedcommitsizeaudit
git:20260223.86bee51 latest2026-02-23 86bee51 4,225 BA view · diff
git:20260211.d7fb8d12026-02-11 d7fb8d1 6,577 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4225 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

GitHub

comet-ml/opik-claude-code-plugin · 23 stars · license Apache-2.0 · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gx7mzengrhstv7zo
GET https://markdownregistry.com/api/v1/resolve?ref=comet-ml/opik-claude-code-plugin/agent-ops
GET https://markdownregistry.com/api/v1/blob/7f24c1ec849b342c5cdd1f44f7bf35240b8b84b05397353495a0fe51a29b4dbf

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.