skill-auditor
aipoch/medical-research-skillsSkill
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills. Use this skill whenever a user wants to evaluate, audit, review, score, or quality-check an agent skill before publishing, updating, or deploying. Covers two hard veto gates (structural redlines + research integrity redlines), static quality scoring across 25 criteria (ISO 25010 + OpenSSF + Agent), dynamic test input generation, multi-mode execution testing, multi-layer output evaluation with five specialized category rubrics (Evidence Insight / Protocol Design / D
Why this score
This repo hosts 10 skills, so its 1,971 stars are split between them (about 197 each) for scoring.
Popularity score: 63/100 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 21, 2026 at commit 686e09dfdb45, with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.scripts/evaluate_skill.py:77
- Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.scripts/evaluate_skill.py:38
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 oneskill-auditor aipoch/medical-research-skills · Skill | 63 | ★ 2.0k | ≈154 always | 2mo ago |
| pm-skill-auditor product-on-purpose/pm-skills · Subagent Both about auditor | 66 | ★ 744 | ≈24 in chat | 18d ago |
| evidence-auditor nicobailon/pi-subagents · Subagent Both about auditor and evidence | 75 | ★ 4.0k | ≈31 in chat | 17d ago |
| textkit-auditor CharlesWiltgen/Axiom · Subagent Both about auditor | 63 | ★ 1.2k | ≈39 in chat | 17d ago |
| codebase-auditor Mathews-Tom/armory · Subagent Both about auditor and specialized | 62 | ★ 333 | ≈24 in chat | 17d ago |
| content-quality-auditor ViryaZheng/recomby-geo · Skill Both about auditor and veto | 55 | ★ 459 | ≈41 always | 4mo ago |