Individual skill
integrity-forensics
Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor said about it) against a paper via a SHA-pinned thin launcher — then convert the verdict into a typed policy gate (BLOCK/WARN/NO_NEW_BLOCKER) and an append-only obligations ledger. Use when user says "integrity forensics", "forensic audit this paper", "投稿前自查诚信", "审这篇论文的诚信", or says "anti-autoresearch" when the upstream repo's own skills are not installed. Also invoked by /paper-writing (submission self-forensics, default ON), /peer-review (forensic appendix), /resubmit-pipeline.
skills/integrity-forensics/SKILL.md
Source commit 2901234ad2954cd2388ced8d3aed2ed9de42803a
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
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- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
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- Repository stars (not skill ratings)
- 19,037
- Repository last updated
- Nov 8, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-research Repository topic
- autonomous-agent Repository topic
- claude-code Repository topic
- codex Repository topic
- mcp Repository topic
- ml-research Repository topic
- paper-review Repository topic
- research-automation Repository topic
- ai-tools Repository topic
- claude Repository topic
- writing Derived category
- security Derived category
- research Derived category
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# Integrity Forensics — thin launcher for Anti-Autoresearch
Audit target: **$ARGUMENTS**
> **What this is.** ARIS generates papers; [Anti-Autoresearch](https://github.com/wanshuiyin/Anti-Autoresearch)
> is its outward-pointed dual — reviewer-side integrity forensics (46 patterns
> across 8 families, deterministic GRIM/GRIMMER/statcheck core, span-anchored
> claims, a rules-only reporter that summarizes rather than adjudicates). This skill is a
> **thin launcher**: it pins an upstream commit, validates the pin with the
> upstream eval gate, delegates execution unchanged, and post-processes the
> verdict into ARIS's policy vocabulary. It vendors nothing and forks nothing.
> 🔁 **Cadence fence** (`shared-references/external-cadence.md`): this skill is
> verdict-bearing decision support. Do not wrap it in `/loop` / `/schedule` —