judge-evaluation SKILL.md skillA
judge-evaluation from kunchenguid/compact-adviser is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kunchenguid/compact-adviser/judge-evaluation@git:20260920.d1655faPins git:20260920.d1655fa in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kunchenguid/compact-adviser
- Path
.agents/skills/judge-evaluation/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260920.d1655fa, committed Sep 20, 2026
- Size
- 747 bytes
- Repository stars
- 233
- License
- MIT
Use when changing or evaluating judge prompts, scoring thresholds, usage floors, or judgment eval corpora.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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@sha256:be4c8709c4a83549The line at the top of this page pins the label git:20260920.d1655fa, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_bbaan5hnrjfwdop2)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 20, 2026.
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 · 233 stars · license MIT · pushed 2026-10-26 · 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 AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.