Home / Skills / citation-forensics
citation-forensics
wanshuiyin/Anti-AutoresearchSkill
Citation-integrity forensics: is every reference real, correctly attributed, and used in a context the cited work actually supports? Catches hallucinated references (no paper at the claimed arXiv id/DOI/venue, fabricated authors/year), metadata drift (wrong year/venue/version), and wrong-context citations (a real paper cited for a claim it never makes — or argues against). A hot zone for machine-generated papers. Decidable at L0 (text + canonical sources). Span-anchored to the evidence ledger (claims.json); the executor gathers canonical facts (DBLP / arXiv / DOI), then one FRESH cross-model t
Why this score
This repo hosts 10 skills, so its 165 stars are split between them (about 17 each) for scoring.
Popularity score: 60/100 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 5f5d82421c75, with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.SKILL.md:696
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 onecitation-forensics wanshuiyin/Anti-Autoresearch · Skill | 60 | ★ 165 | ≈155 always | 18d ago |
| citation-audit wanshuiyin/Auto-claude-code-research-in-sleep · Skill Same job: research & papers | 83 | ★ 18k | ≈111 always | 16d ago |
| file-forensics apache/tika · Skill Both about forensic and actually | 77 | ★ 4.1k | ≈22 always | 16d ago |
| citation-system kangarooking/system-prompt-skills · Skill Same job: research & papers | 46 | ★ 213 | ≈38 always | 6mo ago |
| citation-verification Galaxy-Dawn/claude-scholar · Skill Same job: research & papers | 76 | ★ 5.8k | ≈96 always | 16d ago |
| skill-source-citations Arenukvern/mcp_flutter · Skill Same job: research & papers | 64 | ★ 388 | ≈73 always | 18d ago |