Overview
integrity-forensics is an open-source data skill for Claude Code and compatible agents, published by wanshuiyin. Its author describes it as: “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…”. The project has 15k stars on GitHub and is available under the MIT license. Add it to your setup with `git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/integrity-forensics`.
What integrity-forensics does
Audit target: **$ARGUMENTS**
What’s inside
The SKILL.md for integrity-forensics is organised into these sections:
- Constants
- Step 0 — Bootstrap the pin (idempotent)
- Step 1 — Delegate: run the upstream sweep, unchanged
- Step 2 — Typed gate + obligations (ARIS-side post-processing)
- Step 3 — Fix what it found (obligations, not a polish loop)
- The One Forbidden Loop
- Trust boundary (what is computed vs what is protocol)
- Pin-bump checklist (maintainers)
- Codex-native note (mirror)
- Review tracing
Installation
Add integrity-forensics to your agent with:
git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/integrity-forensicsReview a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.
Supported agents
- Claude Code — declared in the repository topics
- Codex — declared in the repository topics
License
integrity-forensics is published under the MIT license.
Strengths
- Clear MIT license — safe to read and adapt within its terms
- Ships in wanshuiyin/Auto-claude-code-research-in-sleep, an established project with 14,858 GitHub stars
- Works with Claude Code, Codex
- Actively maintained — repository updated in the last 90 days
Author
Topics
Frequently asked questions
- What does integrity-forensics do?
- 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.
- How do I install integrity-forensics?
- Run git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/integrity-forensics in your agent, then reload your skills. Review the source at https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep before installing.
- Is integrity-forensics free to use?
- Yes. integrity-forensics is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Which agents does integrity-forensics work with?
- integrity-forensics lists Claude Code and Codex — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
- Where does integrity-forensics come from?
- integrity-forensics ships inside wanshuiyin/Auto-claude-code-research-in-sleep, a repository that contains 41 catalogued skills in total. The repository's 14,858 GitHub stars apply to that whole collection, not to this skill on its own.