agentscope-ai/openjudge · skills/eval_pipeline/08-bootstrap/SKILL.md

bootstrap skillA

bootstrap is agent-read markdown (skill) from agentscope-ai/openjudge: Use when the user has nothing — no traces, no labels, no eval set — and needs to build a v0 evaluation from scratch. Also use when the user says "I need to start evaluating my app but don't know where to begin," "I want to set up eval for a new product," or has just identified failure modes and needs to turn them into principles. Outputs a v0 grader in 30 minutes using OpenJudge SimpleRubricsGenerator, plus a roadmap to reach calibrated evaluation..

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/bootstrap@git:20260708.2151def
Exact content
mdr add agentscope-ai/openjudge/bootstrap@sha256:326e6a52a00b2147

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_uwir4qsg5eoe577k.svg)](https://markdownregistry.com/a/art_uwir4qsg5eoe577k)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260708.2151def latest2026-07-08 2151def 8,098 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 (8098 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_uwir4qsg5eoe577k
GET https://markdownregistry.com/api/v1/resolve?ref=agentscope-ai/openjudge/bootstrap
GET https://markdownregistry.com/api/v1/blob/326e6a52a00b21472bbbde7e60f0b06585b98865593572e3b808c9a274aecf26

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