Home / Skills / integrity-auditor
integrity-auditor
ai4s-research/ai4s-skillsSkill
Use when the user wants a paper audited for integrity issues — image misuse, numerical anomalies, logical gaps — and needs a reviewable evidence report. Works on external papers (PDF / DOI / arXiv) and on outputs from a local paper-writer run. Single-stage skill.
Why this score
This repo hosts 7 skills, so its 245 stars are split between them (about 35 each) for scoring.
Popularity score: 50/100 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 744ab2049a7b, with Cisco's open-source skill-scanner.
What its code does:
- Uses dependencies without a pinned version A later version of a dependency could change what runs.forensics_tools/requirements.txt:3 and 3 more
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 oneintegrity-auditor ai4s-research/ai4s-skills · Skill | 50 | ★ 245 | ≈70 always | 3mo ago |
| ccf-integrity-auditor mikubaka88/CCFA-Skills · Skill Same job: research & papers | 72 | ★ 3.1k | ≈74 always | 16d ago |
| textkit-auditor CharlesWiltgen/Axiom · Subagent Both about auditor and issue | 63 | ★ 1.2k | ≈39 in chat | 17d ago |
| code-paper-auditor flonat/flonat-research · Subagent Both about auditor and paper | 51 | ★ 147 | ≈23 in chat | 1mo ago |
| evidence-auditor nicobailon/pi-subagents · Subagent Both about auditor and evidence | 75 | ★ 4.0k | ≈31 in chat | 17d ago |
| subagent-auditor glittercowboy/taches-cc-resources · Subagent Both about auditor | 63 | ★ 2.0k | ≈55 in chat | 7mo ago |