evaluate
Q00/ouroborosSkill
Use when the user wants proof that finished work meets its acceptance criteria, not just that tests pass: 'verify it is actually done', 'check it against the spec', 'evaluate the run'. Runs mechanical checks, a semantic review per criterion, and multi-model consensus when uncertain. With execution.auto_evolve on (the default), a rejected result with a Seed continues into a Ralph fix loop; pass auto_evolve: false to verify only.
Why this score
This repo hosts 10 skills, so its 6,250 stars are split between them (about 625 each) for scoring.
Popularity score: 78/100 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
Security
Scanned Oct 20, 2026 at commit dce77a22664c, 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 oneevaluate Q00/ouroboros · Skill | 78 | ★ 6.3k | ≈110 always | 16d ago |
| evaluate-cluster stas00/ml-engineering · Skill Both about evaluate and acceptance | 88 | ★ 20k | ≈24 always | 19d ago |
| evaluate-rag ai-evals-course/evals-skills · Skill Both about evaluate | 66 | ★ 1.5k | ≈20 always | 1mo ago |
| evaluate-connector fivetran/connector_sdk_tools · Skill Both about evaluate | 57 | ★ 89 | ≈46 always | 16d ago |
| browse-and-evaluate MoizIbnYousaf/ai-agent-skills · Skill Both about evaluate | 64 | ★ 1.2k | ≈53 always | 1mo ago |
| oss-evaluate-repo chiruu12/OSS-Skills · Skill Both about evaluate | 52 | ★ 60 | ≈25 always | 2mo ago |