agentscope-ai/openjudge · skills/eval_pipeline/02-metric-design/SKILL.md

metric-design skillA

metric-design is agent-read markdown (skill) from agentscope-ai/openjudge: Use when the user has evaluation principles or a dataset but needs help choosing the right graders, designing evaluation metrics, creating LLM-as-judge prompts, combining multiple metrics into a composite score, or building an automated evaluation pipeline. Also use when the user mentions grader selection, metric design, judge prompt engineering, rubric design, evaluation pipeline code, or "how to evaluate [X] automatically." Outputs executable OpenJudge pipeline code..

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/metric-design@git:20260708.2151def
Exact content
mdr add agentscope-ai/openjudge/metric-design@sha256:a031f872fc81c130

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_taoleyohcsvqsl5j.svg)](https://markdownregistry.com/a/art_taoleyohcsvqsl5j)

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Versions

versioncommittedcommitsizeaudit
git:20260708.2151def latest2026-07-08 2151def 20,606 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 (20606 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_taoleyohcsvqsl5j
GET https://markdownregistry.com/api/v1/resolve?ref=agentscope-ai/openjudge/metric-design
GET https://markdownregistry.com/api/v1/blob/a031f872fc81c13031b193509b6ead249914d6fa063d837a11995f85d07541e8

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