Skip to main content
ClaudeWave
wanshuiyin avatar
wanshuiyin

Anti-Autoresearch

View on GitHub

Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, verdict-bearing) + 13 zero-weight AI writing-style impressions (AIS) + 2 advisory. Not an opaque AI-text classifier. The dual of ARIS.

Tools152 stars8 forksPythonMITUpdated yesterday
ClaudeWave Trust Score
97/100
Verified
Passed
  • Open-source license (MIT)
  • Actively maintained (<30d)
  • Healthy fork ratio
  • Clear description
  • Topics declared
Last scanned: 9/11/2026
Get started
Method: Clone
Terminal
git clone https://github.com/wanshuiyin/Anti-Autoresearch
1. Clone the repository.
2. Follow the README for installation and usage instructions.
Use cases

Tools overview

README preview not available. Visit the repo on GitHub for full documentation.
ai-generated-contentai-researchai-scientistarisautoresearchclaudeclaude-codeclaude-code-skillscodexforensicsgptllmllm-agentsmachine-learningmcpml-researchopenaipaper-reviewpeer-reviewresearch-integrity

What people ask about Anti-Autoresearch

What is wanshuiyin/Anti-Autoresearch?

+

wanshuiyin/Anti-Autoresearch is tools for the Claude AI ecosystem. Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, verdict-bearing) + 13 zero-weight AI writing-style impressions (AIS) + 2 advisory. Not an opaque AI-text classifier. The dual of ARIS. It has 152 GitHub stars and its last recorded update is dated 2026-09-09.

How do I install Anti-Autoresearch?

+

You can install Anti-Autoresearch by cloning the repository (https://github.com/wanshuiyin/Anti-Autoresearch) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is wanshuiyin/Anti-Autoresearch safe to use?

+

Our security agent has analyzed wanshuiyin/Anti-Autoresearch and assigned a Trust Score of 97/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains wanshuiyin/Anti-Autoresearch?

+

wanshuiyin/Anti-Autoresearch is maintained by wanshuiyin. The last recorded GitHub activity is dated 2026-09-09, with 0 open issues.

Are there alternatives to Anti-Autoresearch?

+

Yes. On ClaudeWave you can browse similar tools at /categories/tools, sorted by popularity or recent activity.

Deploy Anti-Autoresearch to your cloud

Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.

Maintain this repo? Add a badge to your README

Drop the badge into your GitHub README to show it's tracked on ClaudeWave. Each badge links back to this page and reflects the live Trust Score.

Featured on ClaudeWave: wanshuiyin/Anti-Autoresearch
[![Featured on ClaudeWave](https://claudewave.com/api/badge/wanshuiyin-anti-autoresearch)](https://claudewave.com/repo/wanshuiyin-anti-autoresearch)
<a href="https://claudewave.com/repo/wanshuiyin-anti-autoresearch"><img src="https://claudewave.com/api/badge/wanshuiyin-anti-autoresearch" alt="Featured on ClaudeWave: wanshuiyin/Anti-Autoresearch" width="320" height="64" /></a>

More Tools