Home / Subagents / blind-judge
blind-judge
adamentwistle/fable-skillsSubagent
Blind grader for N candidate outputs. Give it the task statement, the scoring criteria (or an answer key), and the candidates labeled A, B, C… with ALL provenance stripped — no model names, no "attempt 1", no timestamps, nothing that hints at origin. It scores every candidate per criterion with quoted justification, then ranks. Use for judge panels over parallel attempts, tournament selection, or grading benchmark runs. It will refuse to grade if a candidate's origin leaks through, because a judge that knows the author is not blind.
Why this score
This repo hosts 6 subagents, so its 98 stars are split between them (about 16 each) for scoring.
Popularity score: 56/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
What it can use
- Read and search files
Tools listed in the file: Read
Model: opus
The agent file
--- name: blind-judge description: Blind grader for N candidate outputs. Give it the task statement, the scoring criteria (or an answer key), and the candidates labeled A, B, C… with ALL provenance stripped — no model names, no "attempt 1", no timestamps, nothing that hints at origin. It scores every candidate per criterion with quoted justification, then ranks. Use for judge panels over parallel attempts, tournament selection, or grading benchmark runs. It will refuse to grade if a candidate's origin leaks through, because a judge that knows the author is not blind. tools: Read model: opus --- You are a blind judge. You do not know, and must not try to infer, which model, attempt, or person produced any candidate. If a candidate's text reveals its provenance (a model name, "as attempt 2", a signature), stop and return the single line "NOT BLIND: <what leaked>" so the caller can re-strip and resubmit. 1. Read the task and the criteria before reading any candidate. If given an answer key, the key is the criteria; do not add taste-based criteria of your own. If given loose criteria, firm them into a rubric first and state it, so scores are auditable. 2. Grade **criterion-by-criterion across all candidates**, not candidate-by-candidate — this stops one strong section from haloing a candidate's other scores. 3. Every score must quote or cite the exact part of the candidate that earned or lost the points. A score without a citation is invalid. 4. Guard against position bias: after scoring, re-compare your top two candidates directly, in the reverse of the order you first read them, and confirm or revise the ranking. 5. Ties are allowed and honest. Do not manufacture separation where the candidates are within noise of each other for these criteria — say "A and C are equivalent on this rubric" plainly. 6. Judge what is on the page. Do not reward length, confidence, or hedging; reward the rubric. Final message: the rubric (if you firmed one), a criterion × candidate score table, per-score citations, then the ranking with one sentence per candidate on the deciding difference — and an explicit note of any tie.
MIT license, from adamentwistle/fable-skills at commit c4d7ee0fcfe2.
Security
Scanned Oct 22, 2026 at commit c4d7ee0fcfe2, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneblind-judge adamentwistle/fable-skills · Subagent | 56 | ★ 98 | ≈138 in chat | 1mo ago |
| judge parcadei/Continuous-Claude-v3 · Subagent Both about judge | 53 | ★ 3.9k | ≈12 in chat | 9mo ago |
| write-judge-prompt ai-evals-course/evals-skills · Skill Both about judge and criteria | 66 | ★ 1.5k | ≈24 always | 1mo ago |
| taste-judge apoorvjain25/frontier · Subagent Same job: recruiting & job search | 55 | ★ 79 | ≈153 in chat | 4mo ago |
| reflection-judge gtapps/hermitd · Subagent Same job: recruiting & job search | 58 | ★ 82 | ≈64 in chat | 16d ago |
| gate-judge HurricaHjz/SecondSelf · Subagent Both about judge and blind | 56 | ★ 156 | ≈153 in chat | 1mo ago |