agentscope-ai/openjudge · skills/eval_pipeline/00-meta-eval/SKILL.md

meta-eval skillA

meta-eval is agent-read markdown (skill) from agentscope-ai/openjudge: Use when the user wants to build an evaluation system for an LLM/agent application but doesn't know where to start — they have traces, prompts, RAG pipelines, or nothing at all. Also use when the user mentions evaluation, eval, benchmarking, testing LLM quality, measuring agent performance, assessing RAG accuracy, or wants to compare prompts/models. This skill is the entry router: it asks diagnostic questions then recommends which sub-skill (local workflow) to use next..

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 agentscope-ai/openjudge/meta-eval@git:20260708.2151def
Exact content
mdr add agentscope-ai/openjudge/meta-eval@sha256:73245bc3dc532905

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_gkcoees2gcqw2rei.svg)](https://markdownregistry.com/a/art_gkcoees2gcqw2rei)

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Versions

versioncommittedcommitsizeaudit
git:20260708.2151def latest2026-07-08 2151def 10,147 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 (10147 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

agentscope-ai/openjudge · 840 stars · license Apache-2.0 · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gkcoees2gcqw2rei
GET https://markdownregistry.com/api/v1/resolve?ref=agentscope-ai/openjudge/meta-eval
GET https://markdownregistry.com/api/v1/blob/73245bc3dc53290535a4fe1197c539e2e4b5787cc6b12f2393144b07b5693f03

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