integrity-forensics

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**

Installation

Add integrity-forensics to your agent with:

git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/integrity-forensics

Always review a skill's source before installing it. This command comes from the skill's public repository; the linked repo is the source of truth for exact setup steps.

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

When to use it

Reach for integrity-forensics when you want data help from your agent without writing the same instructions every session. Load the skill and the agent picks it up automatically for relevant tasks.

Strengths

• Clear MIT license — safe to read and adapt
• Ships in wanshuiyin/Auto-claude-code-research-in-sleep, an established project with 14,858 GitHub stars
• Actively maintained (recent commits)

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.

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.