opik-verify SKILL.md skillA
opik-verify 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-verify@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-verify/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260921.9843278, committed Sep 21, 2026
- Size
- 15,975 bytes
- Repository stars
- 25
- License
- Apache-2.0
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 budgets, flakiness, evidence size, and whether the judge is validated. Reads two experiments on an Opik test suite via the SDK (or the MCP when connected) and returns a verdict with every criterion shown pass/fail. Use for "is this safe to ship", "can I merge this", "go/no-go on this change…
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
# Verify — Ship or Hold, Against a Policy You Can Read **Definition of done:** one verdict — **`ship`**, **`hold`**, **`needs_review`**, or **`insufficient_evidence`** — computed from a **declared policy** over the baseline-vs-candidate numbers, with **every criterion listed with its threshold, the observed value, and pass/fail**, the cases behind any failure named, and the compare-view link. The policy is either the repo's `opik-release-policy.yaml` or the documented defaults, and the report says which. If the two runs can't be read or aren't comparable, stop at the **first** genuine blocker and return **exactly one** next step. "Looks good to me" is not a verdict; a verdict without its criteria is not one either. Operate: **apply the policy mechanically, show your arithmetic, refuse to ship on a judge nobody validated, and change no application code.** The only file this skill may write is the policy file, and only when the user says so. It never deploys. ## Inputs …
Read the whole file at its exact version.
How to install
mdr add comet-ml/opik-claude-code-plugin/opik-verify@sha256:002d16c85beee512The 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_tjr65wdky7xk6jpp)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 21, 2026.
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 (15975 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_tjr65wdky7xk6jpp GET https://markdownregistry.com/api/v1/resolve?ref=comet-ml/opik-claude-code-plugin/opik-verify GET https://markdownregistry.com/api/v1/blob/002d16c85beee5125d2168217238d6870c096fb8d821b65ff9c97eff44e922f0
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.