agentscope-ai/openjudge · skills/eval_pipeline/01-eval-design/SKILL.md

eval-design skillB

eval-design is agent-read markdown (skill) from agentscope-ai/openjudge: Use when the user needs to design evaluation datasets, create test cases, stratify samples, generate adversarial examples, extract eval dimensions from traces/specs, or build a labeled evaluation set. Also use when the user mentions test data design, eval coverage, difficulty stratification, synthetic data generation for eval, or "how to create good evaluation data." Outputs datasets in OpenJudge-compatible format..

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/eval-design@git:20260708.2151def
Exact content
mdr add agentscope-ai/openjudge/eval-design@sha256:f3ee57d53d1ae30d

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_pwbq64ncqrny6b5q.svg)](https://markdownregistry.com/a/art_pwbq64ncqrny6b5q)

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Versions

versioncommittedcommitsizeaudit
git:20260708.2151def latest2026-07-08 2151def 11,173 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: No prompt-injection phrasing (matched: Ignore previous instructions)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11173 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 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_pwbq64ncqrny6b5q
GET https://markdownregistry.com/api/v1/resolve?ref=agentscope-ai/openjudge/eval-design
GET https://markdownregistry.com/api/v1/blob/f3ee57d53d1ae30d7234d7f89280fafab0306592e38bbbb127715b32596904be

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