aiming-lab/AutoResearchClaw

Summary

AutoResearchClaw is a fully autonomous and self-evolving research system that transforms a simple chat idea into a complete academic paper. It leverages multi-agent debate, citation verification, and metaclaw-driven self-improvement to enable end-to-end scientific discovery without human intervention.

Key features

• End-to-end autonomous paper generation from idea to publication-ready output
• Multi-agent debate architecture for rigorous reasoning and quality control
• Built-in citation verification to ensure factual accuracy
• Self-evolving metaclaw mechanism for continuous improvement
• Supports openclaw framework for extensibility and customization

Use cases

• Rapid prototyping of research ideas into draft papers
• Automated literature review and citation management
• Multi-agent collaborative scientific discovery
• Self-improving research assistant for academic labs
• Educational tool for learning paper writing and research methodology

Topics