# Integrity Forensics

Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger →...

- Repository: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep (18443 stars)
- Category: Writing
- License: MIT
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill integrity-forensics -g -a claude-code -y`
Codex: `npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill integrity-forensics -g -a codex -y`
Cursor: `npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill integrity-forensics -g -a cursor -y`
Gemini CLI: `npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill integrity-forensics -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add wanshuiyin/Auto-claude-code-research-in-sleep`

## Description

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.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# 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`, > and NEVER as "iterate edits until it stops flagging" (see The One Forbidden
> Loop below).

## Constants

The rest: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/blob/HEAD/skills/integrity-forensics/SKILL.md