# Awesome Academic Research Skills

> 面向中文用户的学术论文与科研 Agent Skill 每日排行榜 · 自动搜索、过滤并排名 GitHub 上的 Claude Code / Codex / OpenCode 科研 Skill 仓库

- **Type:** MCP server
- **Install:** `agentstack add mcp-kael-odin-awesome-academic-research-skills`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [kael-odin](https://agentstack.voostack.com/s/kael-odin)
- **Installs:** 0
- **Category:** [Developer Tools](https://agentstack.voostack.com/c/developer-tools)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [kael-odin](https://github.com/kael-odin)
- **Source:** https://github.com/kael-odin/awesome-academic-research-skills
- **Website:** https://kael-odin.github.io/awesome-academic-research-skills/

## Install

```sh
agentstack add mcp-kael-odin-awesome-academic-research-skills
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Awesome Academic Research Skills

> 面向中文用户的学术论文与科研 Agent Skill 每日排行榜。自动搜索、过滤并排名 GitHub 上与论文写作、文献综述、深度研究、评审反馈、实验复现相关的 Skill / Agent / Workflow 仓库。

[](#今日榜单)
[](#今日榜单)
[](#收录标准)
[](LICENSE)
[](.github/workflows/update-rankings.yml)

[English](#english) · [可视化页面](https://kael-odin.github.io/awesome-academic-research-skills/) · [JSON](data/rankings.json) · [CSV](data/rankings.csv) · [排名方法](docs/methodology.md) · [贡献指南](CONTRIBUTING.md)

## 项目特色

- 🔄 **每日自动更新** — GitHub Actions 每天 02:20 UTC 运行，自动搜索、过滤、排名并提交。
- 🎯 **精准双重信号过滤** — 必须同时命中"Skill/Agent/Workflow"与"Academic/Research/Paper"信号，挡住泛 AI 项目。
- 📈 **7 天趋势窗口** — 基于历史快照计算一周 Stars 增长，告别单日抖动导致的"全稳定"假象。
- 🆕 **本周新收录** — 自动识别近 7 天新进入榜单的仓库。
- 🏷️ **适用 Agent 标签** — 推断每个仓库面向 Claude Code / Codex / OpenCode / MCP。
- 🌐 **双语可视化** — 中文优先，支持英文切换、搜索、分类筛选与多维度排序。
- 📦 **机器可读** — 提供 JSON / CSV 数据文件，方便二次开发与订阅。

## 今日榜单

- 更新时间：`2026-07-07T06:19:29Z`
- 收录门槛：GitHub Stars ≥ `100`，排除 fork、归档仓库和明显非学术项目。
- 精准规则：必须同时命中 Skill/Agent/Workflow 信号 **和** Academic/Research/Paper 信号。
- 趋势指标：基于近 7 天新增 Stars、最近 push 时间、新仓库加权和总体 Stars 规模综合计算。
- 分类概览：深度研究 6 · 论文写作 6 · 文献综述 0 · 评审反馈 0 · 实验复现 0 · 学科专项 3 · 综合研究 6

| # | 仓库 | Stars | 趋势 | 分类 | 适用 Agent | 简介 | 最近更新 |
|---:|---|---:|---|---|---|---|---|
| 1 | [Imbad0202/academic-research-skills](https://github.com/Imbad0202/academic-research-skills) | 36,618 | 热门上升 (7d:+1214) | 论文写作 | Claude | Academic Research Skills for Claude Code: research → write → review → revise → finalize | 2026-07-06 |
| 2 | [K-Dense-AI/scientific-agent-skills](https://github.com/K-Dense-AI/scientific-agent-skills) | 30,350 | 热门上升 (7d:+728) | 学科专项 | Claude/Codex | Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by… | 2026-07-06 |
| 3 | [Yuan1z0825/nature-skills](https://github.com/Yuan1z0825/nature-skills) | 26,631 | 热门上升 (7d:+2226) | 深度研究 | Codex | 符合nature论文学术表达和科研绘图的Skill | 2026-07-06 |
| 4 | [wanshuiyin/Auto-claude-code-research-in-sleep](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) | 13,076 | 热门上升 (7d:+275) | 深度研究 | Claude/Codex/MCP | ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML res… | 2026-07-06 |
| 5 | [Orchestra-Research/AI-Research-SKILLs](https://github.com/Orchestra-Research/AI-Research-SKILLs) | 10,448 | 热门上升 (7d:+212) | 深度研究 | Claude/Codex | Comprehensive open-source library of AI research and engineering skills for any AI model.… | 2026-06-16 |
| 6 | [Imbad0202/academic-research-skills-codex](https://github.com/Imbad0202/academic-research-skills-codex) | 5,624 | 热门上升 (7d:+559) | 综合研究 | Codex | Codex-native Academic Research Skills suite for human-in-the-loop academic research workf… | 2026-07-04 |
| 7 | [Master-cai/Research-Paper-Writing-Skills](https://github.com/Master-cai/Research-Paper-Writing-Skills) | 4,800 | 热门上升 (7d:+275) | 学科专项 | Claude/Codex | Skill package for ML/CV/NLP paper writing, curated and adapted from Prof. Peng Sida's ope… | 2026-06-23 |
| 8 | [HKUSTDial/Supervisor-Skills](https://github.com/HKUSTDial/Supervisor-Skills) | 3,682 | 热门上升 (7d:+298) | 学科专项 | 通用 | 将博导十年科研经验炼化为可直接调用的 AI 技能。从 Idea 构思到论文投稿，你的 AI 科研副导师。 | 2026-07-04 |
| 9 | [Weizhena/Deep-Research-skills](https://github.com/Weizhena/Deep-Research-skills) | 1,538 | 热门上升 (7d:+138) | 深度研究 | Claude/Codex/OpenCode | Structured deep research skill for Claude Code/Open Code/Codex with human-in-the-loop con… | 2026-05-07 |
| 10 | [pedrohcgs/claude-code-my-workflow](https://github.com/pedrohcgs/claude-code-my-workflow) | 1,369 | 热门上升 (7d:+43) | 论文写作 | Claude | A ready-to-fork Claude Code template for academics using LaTeX/Beamer + R. Multi-agent re… | 2026-06-10 |
| 11 | [aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills) | 1,311 | 热门上升 (7d:+46) | 综合研究 | 通用 | Hundreds of agent skills for medical research, including protocol design, data analysis,… | 2026-06-23 |
| 12 | [lishix520/academic-paper-skills](https://github.com/lishix520/academic-paper-skills) | 1,003 | 热门上升 (7d:+35) | 综合研究 | Claude | Systematic framework for planning and writing academic papers using Claude Code. Includes… | 2026-01-04 |
| 13 | [199-biotechnologies/claude-deep-research-skill](https://github.com/199-biotechnologies/claude-deep-research-skill) | 819 | 持续增长 (7d:+14) | 深度研究 | Claude | Enterprise-grade deep research skill for Claude Code with 8-phase pipeline, source credib… | 2026-04-11 |
| 14 | [LigphiDonk/Oh-my--paper](https://github.com/LigphiDonk/Oh-my--paper) | 678 | 持续增长 (7d:+5) | 论文写作 | Claude | A Claude Code plugin that turns your terminal into an autonomous research lab — literatur… | 2026-04-15 |
| 15 | [Ar9av/PaperOrchestra](https://github.com/Ar9av/PaperOrchestra) | 604 | 持续增长 (7d:+5) | 论文写作 | Claude | An automated AI research-paper writer based off Google's PaperOrchestra paper's implement… | 2026-06-13 |
| 16 | [jimmc414/Kosmos](https://github.com/jimmc414/Kosmos) | 548 | 持续增长 (7d:+3) | 深度研究 | Claude | Kosmos: An AI Scientist for Autonomous Discovery - An implementation and adaptation to be… | 2026-04-04 |
| 17 | [hkcanan/katmer-code](https://github.com/hkcanan/katmer-code) | 461 | 持续增长 (7d:+5) | 综合研究 | Claude/Codex | Multi-provider AI sidebar for Obsidian — Claude, Gemini, Codex, Antigravity. Per-tab rout… | 2026-05-26 |
| 18 | [hanlulong/econ-writing-skill](https://github.com/hanlulong/econ-writing-skill) | 445 | 热门上升 (7d:+25) | 论文写作 | Claude/Codex | Agent Skill that transforms AI assistants into expert economics paper writers. Synthesize… | 2026-05-30 |
| 19 | [claesbackman/AI-research-feedback](https://github.com/claesbackman/AI-research-feedback) | 440 | 热门上升 (7d:+44) | 综合研究 | Claude | A collection of Claude Code skills for academic research review. These tools were develop… | 2026-07-05 |
| 20 | [LimHyungTae/awesome-claudecode-paper-proofreading](https://github.com/LimHyungTae/awesome-claudecode-paper-proofreading) | 395 | 持续增长 (7d:+4) | 论文写作 | Claude | Claude Code-driven research paper proofreading prompt | 2026-04-19 |
| 21 | [fcakyon/phd-skills](https://github.com/fcakyon/phd-skills) | 314 | 持续增长 (7d:+12) | 综合研究 | Claude/MCP | PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review,… | 2026-07-03 |

## 分类标准

| 分类 | 说明 |
|---|---|
| 深度研究 | 多阶段 research agent、source validation、autonomous discovery、deep research workflow |
| 论文写作 | 论文构思、写作、润色、LaTeX、proofreading、revision |
| 文献综述 | literature survey、citation、bibliography、source collection |
| 评审反馈 | peer review、reviewer feedback、critique、referee report |
| 实验复现 | experiment design、benchmark、evaluation、reproducibility |
| 学科专项 | 面向经济学、生物、医学、ML/CV/NLP 等具体领域 |
| 综合研究 | 覆盖多个科研流程的通用 research skill |

## 使用方式

1. 浏览上方榜单，优先查看 Stars、趋势（7 天增量）和分类。
2. 打开 [可视化页面](https://kael-odin.github.io/awesome-academic-research-skills/) 使用搜索、分类筛选、排序和中英文切换。
3. 机器读取请使用 [data/rankings.json](data/rankings.json) 或 [data/rankings.csv](data/rankings.csv)。
4. 如需推荐新仓库，提交 Issue（附仓库链接和一句推荐理由）或直接 PR 修改 `config/ranking.json`。

## 收录标准

- 仓库必须明确服务学术、科研、论文、文献、评审或实验复现场景。
- 仓库必须具备 Skill、Agent、Workflow、Claude Code、Codex、OpenCode 或类似可复用工作流信号。
- 默认最低门槛为 100 Stars（可在 `config/ranking.json` 调整）。
- fork、归档仓库、明显非学术用途仓库不会收录。

## 自动更新

GitHub Actions 每天运行一次 [.github/workflows/update-rankings.yml](.github/workflows/update-rankings.yml)：

- 使用 GitHub Search API 搜索候选仓库 + 拉取种子仓库元数据。
- 应用精准过滤、分类和趋势计算（基于 `data/history/` 下的每日历史快照）。
- 更新 `README.md`、`data/rankings.json`、`data/rankings.csv`、`data/rankings.js`。
- 保存当日快照到 `data/history/YYYY-MM-DD.json`（保留近 60 天）。
- 如数据发生变化，自动提交到 `main`。

手动本地更新：

```bash
python scripts/update_rankings.py
python -m unittest discover -s tests -v
```

## English

**Awesome Academic Research Skills** is a daily-updated ranking of GitHub repositories that provide academic, paper-writing, literature-review, deep-research, peer-review, and experiment-reproducibility skills for AI coding agents (Claude Code, Codex, OpenCode, …).

The ranking requires **both** a skill/agent/workflow signal **and** an academic/research/paper signal. Low-star, archived, forked, and clearly unrelated repositories are excluded. The trend column shows 7-day star growth. A bilingual static dashboard is available at the link above.

## License

MIT

## Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [kael-odin](https://github.com/kael-odin)
- **Source:** [kael-odin/awesome-academic-research-skills](https://github.com/kael-odin/awesome-academic-research-skills)
- **License:** MIT
- **Homepage:** https://kael-odin.github.io/awesome-academic-research-skills/

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/mcp-kael-odin-awesome-academic-research-skills
- Seller: https://agentstack.voostack.com/s/kael-odin
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.