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.
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git clone https://github.com/AgentTeam-TaichuAI/ScienceClawScienceClaw 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.
<div align="center">1,900+ built-in scientific tools · Multi-format content generation · Fully local & privacy-first
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Why ScienceClaw · Architecture · News · Quick Start · Demo · Free API Credits · Tools & Skills · · · · ·
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ScienceClaw runs entirely inside Docker containers. The agent cannot access your host system, personal files, or environment variables. All code execution happens in an isolated sandbox, and generated data stays in a local ./workspace directory — nothing is uploaded to external servers. Deploy with confidence on your own machine.
Every step of the agent's workflow is visible and traceable — from web search and data crawling, to reasoning and tool invocation, to final report generation. You always know where results come from, what actions were taken, and how conclusions were reached. Inspect any step at any time.
No tedious configuration needed. ScienceClaw ships with curated tools and skill packages — launch the entire environment with a single command. Whether you're a researcher, developer, or student, you can get started immediately. Focus on real tasks, not setup.
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