beita6969/ScienceClaw

Registry

Summary

ScienceClaw is a self-evolving AI research colleague designed for scientists. It features 285 skills, zero hallucination, and persistent memory, built on TypeScript and MCP to assist with literature review, meta-analysis, bioinformatics, and more.

Key features

• 285 specialized skills covering diverse scientific domains
• Zero-hallucination output for reliable research assistance
• Persistent memory to maintain context across sessions
• Self-evolving architecture that adapts to user needs
• Built on MCP (Model Context Protocol) for extensibility

Use cases

• Automated literature review and paper summarization
• Meta-analysis and systematic review support
• Bioinformatics data analysis and interpretation
• Research hypothesis generation and validation
• Scientific writing assistance and citation management

README excerpt

<p align="center"> <img src="assets/banner.png" alt="ScienceClaw — AI Research Gateway" width="800" /> </p> <p align="center"> <strong>A self-evolving AI research colleague for scientists.</strong> </p> <p align="center"> <img src="https://img.shields.io/github/stars/beita6969/ScienceClaw?style=flat-square&logo=github&label=Stars" alt="Stars"> <img src="https://img.shields.io/badge/skills-285-8A2BE2?style=flat-square" alt="285 Skills"> <img src="https://img.shields.io/badge/disciplines-28+-2a9d8f?style=flat-square" alt="28+ Disciplines"> <img src="https://img.shields.io/badge/hallucination-zero-e05d44?style=flat-square" alt="Zero Hallucination"> <img src="https://img.shields.io/github/license/beita6969/ScienceClaw?style=flat-square" alt="License"> </p> --- ## Why ScienceClaw? General-purpose AI assistants are built for everyone. ScienceClaw is built for **researchers**. The core idea is simple: an AI that does real scientific work — searching literature, querying databases, running analyses — and **gets better at it the more you use it**. It remembers your research context across sessions, adapts its skills to your field, and never fabricates a citation. ScienceClaw is built on the [OpenClaw](https://github.com/openclaw/openclaw) engine, but redesigned from the ground up for academic research. <p align="center"> <img src="assets/comparison.png" alt="ScienceClaw vs Standard AI" width="720" /> </p> --- ## 🧬 Core 1: Self-Evolving Skills **This is ScienceClaw's most important feature.** Most AI tools ship with a fixed set of capabilities. ScienceClaw's skills **evolve with you**. Every time you complete a research task, the system learns: <p align="center"> <img src="assets/skill-evolution.png" alt="Skill Self-Evolution Cycle" width="720" /> <

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