Claude Skill

aiming-lab/AutoResearchClaw

AutoResearchClaw 是一个完全自主、自我进化的研究系统，能将聊天想法转化为完整科学论文。具备多智能体辩论、引文验证和端到端论文生成功能。

概览

Stars13,685
Forks1,598
语言Python
最后更新2026-06-03
最近同步2026-07-03
前往 GitHub

仓库信息

拥有者aiming-lab
仓库AutoResearchClaw
完整名称aiming-lab/AutoResearchClaw
Repo ID1,182,108,611
GitHub 地址https://github.com/aiming-lab/AutoResearchClaw

安装这个 Skill

pip install -e . && researchclaw setup && researchclaw init && researchclaw run --topic "Your research idea here" --auto-approve
GitHub

Registry 信息

类型mcp_server
质量分85/100
验证状态readme_parsed
最近验证2026-05-28
平台
ClaudeMCPOpenClawCodex
能力
browserpdfmemorysearchimageterminalworkflowautonomous-researchcitation-verificationllm-agents
识别文件
README.mddocspyproject.tomltests
配置键
OPENAI_API_KEYURLTAVILY_API_KEY
安装方式
  • pip install -e . && researchclaw setup && researchclaw init && researchclaw run --topic "Your research idea here" --auto-approve
  • git clone https://github.com/aiming-lab/AutoResearchClaw.git
  • pip install -e .
  • pip install metaclaw

项目简介

AutoResearchClaw 是一个完全自主、自我进化的研究系统，能将聊天中的想法转化为完整的科学论文。基于 Python 构建，利用 LLM 智能体、多智能体辩论和引文验证，实现无需人工干预的端到端论文生成。

英文描述

Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞

要点

  • 从想法到可发表论文的完全自主生成
  • 多智能体辩论实现严谨的科学推理与验证
  • 内置引文验证确保参考文献准确性
  • 自我进化的研究流程，随时间不断改进
  • 支持科学发现与开放研究流程

使用场景

  • 将研究想法快速原型化为论文草稿
  • 自动化文献综述与引文管理
  • 多智能体协作科学推理
  • 面向学者的自我改进研究助手
  • 开放科学与可复现研究流程

README 摘要

<p align="center"> <img src="image/logo.png" width="700" alt="AutoResearchClaw Logo"> </p> <h2 align="center"><b>Chat an Idea. Get a Paper. Autonomous, Collaborative & Self-Evolving.</b></h2> <p align="center"> <b><i><font size="5">Just chat with <a href="#openclaw-integration">OpenClaw</a>: "Research X" → done.</font></i></b> </p> <p align="center"> 📄 <b>Our paper is on arXiv — come read it!</b> <a href="https://arxiv.org/abs/2605.20025"><i>AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration</i></a> </p> <p align="center"> <img src="image/framework_v2.png" width="100%" alt="AutoResearchClaw Framework"> </p> <p align="center"> <a href="https://arxiv.org/abs/2605.20025"><img src="https://img.shields.io/badge/arXiv-2605.20025-b31b1b?logo=arxiv&logoColor=white" alt="arXiv"></a> <a href="https://huggingface.co/datasets/AIMING-Lab-UNC/ARC-Bench"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Dataset-ARC--Bench-yellow" alt="ARC-Bench on Hugging Face"></a> <a href="LICENSE"><img src="https://img.shields.io/badge/License-MIT-yellow.svg" alt="MIT License"></a> <a href="https://python.org"><img src="https://img.shields.io/badge/Python-3.11%2B-3776AB?logo=python&logoColor=white" alt="Python 3.11+"></a> <a href="#testing"><img src="https://img.shields.io/badge/Tests-2699%20passed-brightgreen?logo=pytest&logoColor=white" alt="2699 Tests Passed"></a> <a href="https://github.com/aiming-lab/AutoResearchClaw"><img src="https://img.shields.io/badge/GitHub-AutoResearchClaw-181717?logo=github" alt="GitHub"></a> <a href="#openclaw-integration"><img src="https://img.shields.io/badge/OpenClaw-Compatible-ff4444?logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCI+PHBhdG

话题

autonomous-researchcitation-verificationllm-agentsmetaclawmulti-agent-debateopenclawpaper-generationscientific-discoveryself-evolving

探索更多

拥有者: aiming-lab语言: Python

数据来自 GitHub，同步时间：2026-07-03