Home / zenml-io / kitaru-skills · skills/kitaru-validate-evaluator/SKILL.md · GitHub

kitaru-validate-evaluator skillA

kitaru-validate-evaluator is agent-read markdown (skill) from zenml-io/kitaru-skills: 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..

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

# 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

Latest version
mdr add zenml-io/kitaru-skills/kitaru-validate-evaluator@git:20260921.499e730
Exact content
mdr add zenml-io/kitaru-skills/kitaru-validate-evaluator@sha256:6fb78c449ec192fa

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_d56uodbzklsdwucn.svg)](https://markdownregistry.com/a/art_d56uodbzklsdwucn)

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Versions

versioncommittedcommitsizeaudit
git:20260921.499e730 latest2026-09-21 499e730 5,791 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 (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

GitHub

zenml-io/kitaru-skills · 5 stars · license Apache-2.0 · pushed 2026-09-21 · 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 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.

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