judge SKILL.md skillA
judge from borda/ai-rig is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add borda/ai-rig/judge@git:20261021.076157aPins git:20261021.076157a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- borda/ai-rig
- Path
plugins/cc_research/skills/judge/SKILL.md- Versions recorded
- 15
- Latest version
- git:20261021.076157a, committed Oct 21, 2026
- First version recorded
- Aug 8, 2026
- Size
- 36,804 bytes
- Repository stars
- 28
- License
- Apache-2.0
Research-supervisor review of program.md — validates experimental methodology (hypothesis clarity, measurement validity, control adequacy, scope, strategy fit), emits APPROVED / NEEDS-REVISION / BLOCKED verdict before expensive run loop.
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
<objective> Research-supervisor review of `program.md` — validates experimental methodology, emits APPROVED / NEEDS-REVISION / BLOCKED verdict before expensive run loop. Read-only apart from its own run dir and report; J4 executes the program's own metric/guard commands, so working-tree drift is checked and reported. NOT for: running experiments (use `/research:run`); designing hypotheses (use `research:scientist` agent); config quality (`/foundry:audit` (requires `foundry` plugin)). </objective> <compaction> - Key boundary: end of J3 — methodology and scientific review agents complete, output files written; before J4 validation and J6 verdict. - Preserve: RUN_DIR (TMPDIR key), PROGRAM_PATH (TMPDIR key), methodology.md path, scientific-review.md path, SKIP_VALIDATION flag, BRANCH. - Clear at J1 start (stale prior run) and at end of J6 after terminal summary printed. </compaction> <workflow> <!-- Agent resolution: see _RESEARCH_SHARED/agent-resolution.md --> ## Agent Resolution **Agent resolution**: load and follow the protocol below. Agent this skill dispatches: `research:scientist` (same plugin — always present while this skill runs, so no fallback row). ```bash …
Read the whole file at its exact version.
How to install
mdr add borda/ai-rig/judge@sha256:56464112b48ed632The line at the top of this page pins the label git:20261021.076157a, 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_3m7wtduc3rp2kmxj)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 15 versions of this file, between Aug 8, 2026 and Oct 21, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261021.076157a latest | 2026-10-21 | 076157a | 36,804 B | A | view · diff |
| git:20261021.7b6ff28 | 2026-10-21 | 7b6ff28 | 36,342 B | A | view · diff |
| git:20261005.6367f83 | 2026-10-05 | 6367f83 | 32,032 B | A | view · diff |
| git:20261002.e974f38 | 2026-10-02 | e974f38 | 32,023 B | A | view · diff |
| git:20261002.381549d | 2026-10-02 | 381549d | 31,871 B | A | view · diff |
| git:20260923.39e3a48 | 2026-09-23 | 39e3a48 | 31,679 B | A | view · diff |
| git:20260918.3e1a63d | 2026-09-18 | 3e1a63d | 30,905 B | A | view · diff |
| git:20260912.65e8e29 | 2026-09-12 | 65e8e29 | 30,945 B | A | view · diff |
| git:20260911.be7b308 | 2026-09-11 | be7b308 | 30,956 B | A | view · diff |
| git:20260911.182df57 | 2026-09-11 | 182df57 | 30,940 B | A | view · diff |
| git:20260904.9c1cbe2 | 2026-09-04 | 9c1cbe2 | 30,940 B | A | view · diff |
| git:20260822.a5f4fd6 | 2026-08-22 | a5f4fd6 | 30,404 B | A | view · diff |
| git:20260821.d979319 | 2026-08-21 | d979319 | 29,549 B | A | view · diff |
| git:20260819.367ab28 | 2026-08-19 | 367ab28 | 29,550 B | A | view · diff |
| git:20260808.a8a70fe | 2026-08-08 | a8a70fe | 29,603 B | A | view |
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 (36804 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
borda/ai-rig · 28 stars · license Apache-2.0 · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3m7wtduc3rp2kmxj GET https://markdownregistry.com/api/v1/resolve?ref=borda/ai-rig/judge GET https://markdownregistry.com/api/v1/blob/56464112b48ed632ee52772bd194e470aef5876191f37ef1702101a842f65c7e
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.