Top AI Repos — open-source AI, indexed and scored
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.
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
| Date | Stars |
|---|---|
| 2026-07-31 | 3189 |
| 2026-08-03 | 3189 |
| 2026-08-06 | 3189 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
15.0
growth rate 0.00%/day
[](https://awesome.re)
[](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills)
[](https://creativecommons.org/licenses/by-sa/4.0/)
[](CONTRIBUTING.md)
[](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/actions/workflows/validate-catalog.yml)
[](https://scorecard.dev/viewer/?uri=github.com/brycewang-stanford/Auto-Empirical-Research-Skills)
[](SECURITY-SCAN-REPORT.md)
[](docs/RIGOR_COVERAGE.md)
[](https://github.com/brycewang-stanford/StatsPAI)
# Auto-Empirical Research Skills (AERS)
> **📌 文档结构（2026-07-22 起）：** 本文件是**中文默认入口** —— banner + badges + 信任面 + 9 阶段流水线速览 + 76 行合集总表。
> 每个合集的**完整描述、按用途分组、精确数字、验证方法**在 [`docs/CONTENT_ZH.md`](docs/CONTENT_ZH.md)（扩展正文，总表行内的 `→` 直接跳转到对应锚点）。
>
> English version: [`README-en.md`](README-en.md) · 中文扩展正文：[`docs/CONTENT_ZH.md`](docs/CONTENT_ZH.md) · [`README-zh-CN.md`](README-zh-CN.md) 已弃用（重定向占位）
<div align="center">
**🌐 语言: [English](README-en.md) | 简体中文（默认） | [繁體中文](README-zh-TW.md) | [日本語](README-ja.md) | [한국어](README-ko.md)**
<br/>
<table>
<tr>
<td align="center">
<a href="https://copaper.ai"><img src="images/copaper-logo.png" alt="CoPaper.AI" width="300" /></a>
</td>
<td width="72"></td>
<td align="center">
<img src="images/stanford-reap-logo.png" alt="Stanford REAP - Center on China's Economy & Institutions" width="440" />
</td>
</tr>
</table>
<br/>
<strong>Stanford REAP × CoPaper.AI</strong> · 实证研究 AI 工具的学术工业级产品<br/>
<sub>由斯坦福实证研究方法论团队打造，覆盖从数据清洗到顶刊投稿的完整工作流</sub>
<br/>
<br/>
<img src="images/aers-readme-cover-cn.png" alt="实证研究智能体技能大全封面图" width="100%" />
<br/>
</div>
> ### 🚀 New here? Open the **[Skill Search →](docs/search.html)** to filter all 1,096 skills by method, stage, language, and license. The 5-minute tour (`make quickstart`) prints the same picture in your terminal.
>
> ### 🇨🇳 **中文用户从本文件开始**（流水线速览 + 76 行总表），每个合集的完整描述见 [`docs/CONTENT_ZH.md`](docs/CONTENT_ZH.md)。📖 **English readers:** see [`README-en.md`](README-en.md).
---
### 信任面 · Trust surface (rigor stats)
| Rigor lane | Count | Where |
|---|---|---|
| Numeric **benchmark tasks** — gold values recomputed from real data each run | **17** | [`benchmark/`](benchmark/) |
| Behavioral **eval scenarios / rubric items** | **37 / 183** | [`eval-harness/`](eval-harness/) |
> Full trust overview: [`docs/TRUST.md`](docs/TRUST.md) · [`docs/RIGOR_COVERAGE.md`](docs/RIGOR_COVERAGE.md)
---
## 中文文档结构
中文内容分两级维护，各司其职：
- **本文件（README.md，GitHub 默认入口）**：banner、badges、信任面、9 阶段流水线速览、76 行合集总表。
- **[`docs/CONTENT_ZH.md`](docs/CONTENT_ZH.md)（扩展正文）**：每个合集的完整描述（`#skill-NN` 锚点）、按用途分组、精确数字、2 分钟验证、三层信任、旗舰流水线详解、贡献与引用。总表行内的 `→` 直接跳到对应锚点。
- **其他语言**：[`README-en.md`](README-en.md) · [`README-zh-TW.md`](README-zh-TW.md) · [`README-ja.md`](README-ja.md) · [`README-ko.md`](README-ko.md)
> [!NOTE]
> **维护规则：** 改合集总表 → 本文件与 CONTENT_ZH.md 的锚点表**两处同步**；改合集详情 / 分组 / 数字 → 只改 [`docs/CONTENT_ZH.md`](docs/CONTENT_ZH.md)。统计数字（合集数 / skill 数）以 [`catalog/skills.json`](catalog/skills.jsExcerpt of 22,076 characters
Read on GitHub
211
7
6
Claude · @anthropics
4
Bryce Wang
2
2
2
1
Thejesh · United States
1
Liu Juanjuan (Helen)
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:51d5845d35403430, topic:ai-agent, desc:ai agent
matched fp:51d5845d35403430, topic:education
matched fp:51d5845d35403430, topic:awesome-list