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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Pre-submission AI review stress-test for research papers. A Claude Code skill: review, verdict, revise, verify.
| Date | Stars |
|---|---|
| 2026-07-31 | 826 |
| 2026-08-06 | 890 |
Today
+64 stars today
This week
— stars this week
This month
— stars this month
Momentum
256.0
growth rate 0.00%/day
<p align="center">
<img src="docs/paperjury-mark.png" width="170" alt="PaperJury logo">
</p>
<h1 align="center">PaperJury</h1>
<h2 align="center"><b>真正投稿前，先让 AI reviewer 把该挑的坑挑出来。</b></h2>
<p align="center">
<b><i><font size="5">直接对 Claude Code 说：「审稿，重点看实验和 claim 是否站得住。」</font></i></b>
</p>
<p align="center">
📄 <b>论文已上 arXiv，欢迎阅读和引用。</b> <a href="https://arxiv.org/abs/2606.16322"><i>PaperJury: Due-Process Review for Bounded LaTeX Revision</i></a>
</p>
<p align="center">
<a href="https://u7079256.github.io/paperjury/overview.html?lang=zh">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="docs/overview-card-dark.png">
<source media="(prefers-color-scheme: light)" srcset="docs/overview-card-light.png">
<img src="docs/overview-card.png" alt="PaperJury 交互式总览" width="100%">
</picture>
</a>
</p>
<p align="center">
<a href="https://arxiv.org/abs/2606.16322"><img alt="arXiv" src="https://img.shields.io/badge/arXiv-2606.16322-b31b1b?logo=arxiv&logoColor=white"></a>
<a href="https://u7079256.github.io/paperjury/overview.html?lang=zh"><img alt="Interactive overview" src="https://img.shields.io/badge/Interactive_Overview-online-d6a14b?logo=githubpages&logoColor=white"></a>
<a href="samples/dogfood/"><img alt="Dogfood sample" src="https://img.shields.io/badge/Sample-Dogfood-2f7d55"></a>
<a href="https://github.com/u7079256/paperjury/releases"><img alt="Releases" src="https://img.shields.io/badge/Releases-stable-3b3d47"></a>
<a href="LICENSE"><img alt="License: MIT" src="https://img.shields.io/badge/License-MIT-yellow.svg"></a>
<a href="https://github.com/u7079256/paperjury"><img alt="GitHub" src="https://img.shields.io/badge/GitHub-paperjury-181717?logo=github"></a>
</p>
<p align="center">
<b>中文</b> · <a href="README.en.md">English</a>
</p>
<p align="center">
<a href="https://u7079256.github.io/paperjury/overview.html?lang=zh">🧭 交互式总览</a> ·
<a href="docs/showcase/SHOWCASE.md">🏆 Dogfood showcase</a> ·
<a href="docs/AGENT-GUIDE.md">🧑✈️ Agent Guide</a> ·
<a href="CITATION.bib">📌 BibTeX</a> ·
<a href="https://github.com/u7079256/paperjury-codex">💻 Codex 版</a>
</p>
---
<table>
<tr>
<td width="18%">
<a href="docs/showcase/SHOWCASE.md"><img src="docs/paperjury-mark.png" width="120" alt="PaperJury dogfood showcase"></a>
</td>
<td valign="middle">
<b>🏆 真实 Dogfood 样例</b><br><br>
一篇真实草稿的完整多轮评审：仓库里放了<b>修改前后 PDF</b>，以及<b>人工核对过的运行报告</b>。先看样例，再决定要不要把自己的论文交给它挑刺。<br><br>
<a href="docs/showcase/SHOWCASE.md"><img src="https://img.shields.io/badge/查看完整样例_→-Before_After_Report-d73a49?style=for-the-badge" alt="查看完整样例"></a>
</td>
</tr>
</table>
---
> [!IMPORTANT]
> PaperJury 是投稿前的自查工具，**不能替代作者的科学判断，也不能替代 peer review**。它不能用来编造实验、伪造结果、添加没有证据支撑的 claim，或掩盖论文局限。遇到需要新实验、缺证据、需要作者私有知识或研究判断的问题，它都会交回作者处理。
---
## 🔥 News
- 🎉 **RedNote（小红书）里程碑：** 相关分享已经达到 **3 万浏览**、**1.8k 收藏**。感谢大家转发和收藏，也感谢大家把 PaperJury 推荐给更多正在赶论文、改论文的朋友。
- 📄 **2026-06-15：PaperJury 论文已上 arXiv。** arXiv 页面：[*PaperJury: Due-Process Review for Bounded LaTeX Revision*](https://arxiv.org/abs/2606.16322)（arXiv:2606.16322）。论文系统介绍了「审稿 → 裁定 → 修改 → 复查」这套引擎：哪些事交给确定性脚本，哪些判断交给语义 agent；有争议的问题如何进入审议；不同风险的编辑该上什么护栏。
- 🔔 **2026-06-10：v1.0.0 发布。** 这是第一个稳定版，和 Codex 版 v1.0 对齐。新增软更新提醒：发现新的稳定 tag 时只提示，不打断当前工作。
- 🚀 **2026-06-05：PaperJury 的 Codex 版已经推送。** 入口在这里：[paperjury-codex](https://github.com/u7079256/paperjury-codex)。
- 🧪 **Dogfood sample 已加入。** 仓库里放了一个紧凑的 [dogfood sample](samples/dogfood/)：修改前后 PDF，以及人工核对过的运行报告。
## 📌 引用论文
如果 PaperJury 对你的研究或写作流程有帮助，可以引用这篇 arXiv 论文：
```bibtex
@misc{wang2026paperjurydueprocessreviewbounded,
title={PaperJury: Due-Process Review for Bounded LaTeX Revision},
author={Yiran Wang and Ruixuan An and Biao Wu and Wenhao Wang},
year={2026},
eprint={2606.16322},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2606.16322},
}
```
同一条目也放在 [`CITATION.bib`](CITATION.bib)。
---
## ⚡ 快速上手
在 Claude Code 里安装：
```text
/plugin marketplace add u7079256/paperjury
/plugin inExcerpt of 13,937 characters
Read on GitHub
61
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:6896c2da6516c62b, topic:ai-agents