judge-evaluation skillA
judge-evaluation is agent-read markdown (skill) from kunchenguid/compact-adviser: Use when changing or evaluating judge prompts, scoring thresholds, usage floors, or judgment eval corpora..
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
- Judge design rule, measured: two one-sentence atomic questions composed in code beat any single question that folds two judgments together (TypeSafe's own guidance). Hill-climb prompt changes with `eval/tools/earn.py` (paired bootstrap) and read the usage-floor ladder with `eval/tools/schedule.py`; a clause stays only if it earns its place. - Judgment eval harness: `packages/pi-extension/eval/`. Session transcripts, labels, worksheets, and results stay in gitignored `eval/local/`. See that README for the corpus contract and label rubric.
Read the whole file at its exact version.
How to install
mdr add kunchenguid/compact-adviser/judge-evaluation@git:20260920.d1655famdr add kunchenguid/compact-adviser/judge-evaluation@sha256:be4c8709c4a83549Pin 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.
[](https://markdownregistry.com/a/art_bbaan5hnrjfwdop2)
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Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (747 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
kunchenguid/compact-adviser · 183 stars · license MIT · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bbaan5hnrjfwdop2 GET https://markdownregistry.com/api/v1/resolve?ref=kunchenguid/compact-adviser/judge-evaluation GET https://markdownregistry.com/api/v1/blob/be4c8709c4a83549c95ab4d6b83ded9d4257fb83778b056deee0f550943f0ccd
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.