kitaru-validate-evaluator SKILL.md skillA
kitaru-validate-evaluator from zenml-io/kitaru-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zenml-io/kitaru-skills/kitaru-validate-evaluator@git:20260921.499e730Pins git:20260921.499e730 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zenml-io/kitaru-skills
- Path
skills/kitaru-validate-evaluator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260921.499e730, committed Sep 21, 2026
- Size
- 5,791 bytes
- Repository stars
- 6
- License
- Apache-2.0
Guide a human through checking one evaluator against criterion-specific Kitaru investigation verdicts, inspecting disagreements, improving on development cases, and assessing a frozen configuration on held-out cases. Use when a user asks whether an evaluator agrees with their judgment, wants to validate an existing judge, or continues from evaluator authoring. Supports TypeSafe and other evaluators without deploying a gate or changing the review UI.
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
# Validate one evaluator Help the user decide what the evidence supports for their intended use. Teach through one concrete comparison at a time. The human defines acceptable behavior; the agent organizes evidence and measures agreement. ## Read the relevant reference - Read [method.md](references/method.md) before defining labels, choosing splits, tuning, or interpreting a result. - Read [kitaru-contracts.md](references/kitaru-contracts.md) before discovering operations, opening review, exporting records, running evaluations, or resuming jobs. It defines identity, provider semantics, and the local reporting contract. - Read [visual-guidance.md](references/visual-guidance.md) when presenting a criterion, disagreement, split, or result. Ordinary prose and tables are a complete fallback. Use [scripts/summarize_validation.py](scripts/summarize_validation.py) for count reports, following the input contract in `kitaru-contracts.md`. The helper reads local analysis records; it does not obtain labels, contact Kitaru, or run the evaluator. ## Start from the user's current evidence …
Read the whole file at its exact version.
How to install
mdr add zenml-io/kitaru-skills/kitaru-validate-evaluator@sha256:6fb78c449ec192faThe line at the top of this page pins the label git:20260921.499e730, 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_d56uodbzklsdwucn)
3 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 (5791 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
zenml-io/kitaru-skills · 6 stars · license Apache-2.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_d56uodbzklsdwucn GET https://markdownregistry.com/api/v1/resolve?ref=zenml-io/kitaru-skills/kitaru-validate-evaluator GET https://markdownregistry.com/api/v1/blob/6fb78c449ec192fa5da02031b2d8424399ec71103f2103f67ae2838b56ca04cf
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.