Claude Skill

wanshuiyin/Auto-claude-code-research-in-sleep

ARIS (Auto-Research-In-Sleep) is a lightweight, Markdown-only skill set for autonomous ML research. Supports cross-model review, idea discovery, and experiment automation with Claude Code, Codex, O...

Overview

Stars12,956
Forks1,177
LanguagePython
Last pushed2026-07-02
Last synced2026-07-03
View on GitHub

Repository

Ownerwanshuiyin
RepositoryAuto-claude-code-research-in-sleep
Full namewanshuiyin/Auto-claude-code-research-in-sleep
Repo ID1,177,608,268

Install this Skill

git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep.git

Registry

Typemcp_server
Quality score85/100
Verificationreadme_parsed
Last verified2026-05-28
Platforms
ClaudeMCPOpenClawCodexCursor
Capabilities
browsercode-reviewpdfmemorysearchimagevideoterminalworkflowai-research
Detected files
README.mddocstests
Config keys
URLGEMINI_API_KEYEXA_API_KEYOPENAI_API_KEYANTHROPIC_AUTH_TOKENANTHROPIC_BASE_URL
Install methods
  • git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep.git
  • npm install -g @openai/codex
  • claude mcp add codex -s user -- codex mcp-server
  • pip install deepxiv-sdk
  • pip install exa-py

Summary

ARIS (Auto-Research-In-Sleep) is a lightweight, Markdown-only skill set for autonomous machine learning research. It enables cross-model review loops, idea discovery, and experiment automation without any framework lock-in, working seamlessly with Claude Code, Codex, OpenClaw, or any LLM agent.

Chinese description

ARIS ⚔️(自动睡眠研究)—— 专为自主机器学习研究设计的轻量级纯Markdown技能集:支持跨模型评审循环、创意发现与实验自动化。无需框架,无锁定限制——兼容Claude Skill、Codex、OpenClaw及任何LLM智能体。

Key features

  • Markdown-only skill design with no framework dependency
  • Cross-model review loops for automated paper and idea evaluation
  • Idea discovery and experiment automation for ML research
  • Compatible with Claude Code, Codex, OpenClaw, and any LLM agent
  • Lightweight and lock-in-free architecture

Use cases

  • Automated ML paper review and idea generation
  • Autonomous experiment design and execution
  • Cross-model research validation and comparison
  • Rapid prototyping of research workflows without framework overhead
  • Integration with Claude Code for sleep-mode research automation

README excerpt

# Auto-claude-code-research-in-sleep (ARIS ⚔️🌙) <p align="center"> <a href="https://huggingface.co/papers/2605.03042"> <img src="docs/hf_daily_paper_1.svg" alt="Hugging Face Daily Paper · #1 Paper of the Day" width="360"> </a> </p> [![Technical Report](https://img.shields.io/badge/Technical%20Report-arXiv%3A2605.03042-b31b1b?style=flat&logo=arxiv)](https://huggingface.co/papers/2605.03042) · [![ARIS Intro (HTML)](https://img.shields.io/badge/ARIS%20Intro-HTML%20%C2%B7%20by%20%2Frender--html-1a4a8c?style=flat&logo=html5&logoColor=white)](https://wanshuiyin.github.io/Auto-claude-code-research-in-sleep/ARIS_INTRO.html) · [![ARIS Intro Slides — VALSE 2026](https://img.shields.io/badge/Slides%20%40%20VALSE%202026-PDF%20%C2%B7%20by%20%2Fpaper--talk-EC1C24?style=flat&logo=adobeacrobatreader&logoColor=white)](docs/aris_intro_slides.pdf) · [![AI Agents](https://img.shields.io/badge/AI%20Agents-AGENT__GUIDE.md-4B2E83?style=flat&logo=readthedocs&logoColor=white)](AGENT_GUIDE.md) · [![Featured on PaperWeekly](https://img.shields.io/badge/Featured%20on-PaperWeekly-red?style=flat)](https://mp.weixin.qq.com/s/tDniVryVGjDkkkWl-5sTkQ) · [![Featured in awesome-agent-skills](https://img.shields.io/badge/Featured%20in-awesome--agent--skills-blue?style=flat&logo=github)](https://github.com/VoltAgent/awesome-agent-skills) · [![AI Digital Crew - Project of the Day](https://img.shields.io/badge/AI%20Digital%20Crew-Project%20of%20the%20Day%20(2026.03.14)-orange?style=flat)](https://aidigitalcrew.com) · [![GitHub stars](https://img.shields.io/github/stars/wanshuiyin/Auto-claude-code-research-in-sleep?style=flat&logo=github&logoColor=white&color=gold&label=Stars)](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/stargazers) · [💬 Join Community](#community) · [![Cite](htt

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Data from GitHub. Synced on 2026-07-03