Claude Skill
AgentTeam-TaichuAI/ScienceClaw
ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox. It offers stronger security, transparency, and user-friendly experience for scientific research.
Overview
Repository
Install this Skill
git clone https://github.com/AgentTeam-TaichuAI/ScienceClaw.gitRegistry
Summary
ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.
ScienceClaw 是一款基于LangChain DeepAgents与AIO Sandbox基础设施构建的个人研究助手，采用超越OpenClaw的全新架构。它具备更强的安全性、更高的透明度以及更友好的用户体验。
Key features
- Built on LangChain DeepAgents and AIO Sandbox for robust agent orchestration
- Enhanced security with sandboxed execution environment
- Full transparency in agent reasoning and tool usage
- User-friendly interface with Vue frontend and Feishu/WeChat integration
- Self-hosted deployment for data privacy and control
Use cases
- Automated literature retrieval and analysis from PubMed
- Drug discovery data processing and bioinformatics analysis
- Multi-agent collaborative scientific research tasks
- Secure execution of untrusted code or scripts in sandboxed environment
- Personal research assistant integrated with messaging platforms
README excerpt
<div align="center"> <h1><img src="images/logo.png" alt="ScienceClaw" width="36" style="vertical-align: middle;" /> ScienceClaw</h1> **[English](README.md)** | **[中文](README_zh.md)** </div> ScienceClaw is a personal research assistant built with [LangChain DeepAgents](https://github.com/langchain-ai/deepagents) and [AIO Sandbox](https://github.com/agent-infra/sandbox) infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience. <div align="center"> *1,900+ built-in scientific tools · Multi-format content generation · Fully local & privacy-first* [](./Tools) [](./Skills) [](./ScienceClaw/frontend) [](./ScienceClaw/backend) [](./ScienceClaw/task-service) [](./ScienceClaw/sandbox) [](LICENSE) --- <video src="https://github.com/user-attachments/assets/2680110c-e9f6-4007-9c56-b923c35f9992" controls width="800" autoplay muted loop></video> [Why ScienceClaw](#why-scienceclaw) · [Architecture](#architecture) · [News](#news) · [Quick Start](#quick-start) · [Demo](#demo) · [Free API Credits](#free-api-credits) · [Tools & Skills](#tools-skills) · [Features](#practical-features) · [Project Structure](#project-structure) · [Commands](#commands) · [Community](#community) · [Acknowledgements](#acknowledgements) </div> --- <a id="why-scienceclaw"></a> ## ✨ Why Sci