# wanshuiyin/Anti-Autoresearch

<https://repo.masters-masters.com/en/repos/wanshuiyin/Anti-Autoresearch>

[Home](https://repo.masters-masters.com/en) › [wanshuiyin](https://repo.masters-masters.com/en/owners/wanshuiyin) › [Anti-Autoresearch](https://repo.masters-masters.com/en/repos/wanshuiyin/Anti-Autoresearch)

wanshuiyin/Anti-Autoresearch has 176 stars on GitHub. Its RepoMasters card: Prototype tier. Don't trust an autoresearch paper at face value. Reviewer-side…

| Field | Value |
| --- | --- |
| Owner | [wanshuiyin](https://repo.masters-masters.com/en/owners/wanshuiyin) |
| Stars | 176 |
| Forks | 8 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | MIT |
| Created | 2026 |
| Topics | ai-generated-content, ai-scientist, autoresearch, forensics, llm-agents, peer-review, research-integrity, ai-research, aris, claude |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [wanshuiyin/Anti-Autoresearch](https://github.com/wanshuiyin/Anti-Autoresearch) |

## Repository

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…

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

## More repos by wanshuiyin

- [wanshuiyin/Auto-claude-code-research-in-sleep · ★ 18,595 · Python · Stable](https://repo.masters-masters.com/en/repos/wanshuiyin/Auto-claude-code-research-in-sleep)
- [wanshuiyin/HERO-Anti-OverDefense · ★ 762 · Python · Beta](https://repo.masters-masters.com/en/repos/wanshuiyin/HERO-Anti-OverDefense)
- [wanshuiyin/ARIS-in-AI-Offer · ★ 635 · Python · Alpha](https://repo.masters-masters.com/en/repos/wanshuiyin/ARIS-in-AI-Offer)

## Nearby in Python

- [seedleap/zing-world-model · ★ 176 · Python · Prototype](https://repo.masters-masters.com/en/repos/seedleap/zing-world-model)
- [Lucasuiii/modeling-workbench · ★ 176 · Python · Prototype](https://repo.masters-masters.com/en/repos/Lucasuiii/modeling-workbench)
- [GroundedCoreAI/nexusdesk · ★ 176 · Python · Prototype](https://repo.masters-masters.com/en/repos/GroundedCoreAI/nexusdesk)
- [MacSysadmin/pymacadmin · ★ 176 · Python · Prototype](https://repo.masters-masters.com/en/repos/MacSysadmin/pymacadmin)
- [leah/python-oauth · ★ 176 · Python · Prototype](https://repo.masters-masters.com/en/repos/leah/python-oauth)
- [tobami/overmind · ★ 176 · Python · Prototype](https://repo.masters-masters.com/en/repos/tobami/overmind)

---
Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.