aiming-lab/AutoResearchClaw

Worth installing(High relevance: llm, openclaw)

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

Why this repo matters

Automates end-to-end scientific research from idea generation to paper drafting using self-evolving multi-agent LLM collaboration.
Integrates OpenClaw for autonomous workflows and includes citation verification to reduce hallucinations in generated academic content.
Provides ARC-Bench dataset and extensive test suite for benchmarking autonomous research agents and validating scientific discovery pipelines.

Key Metrics

Stars: 14.3k
Forks: 1.7k
Open Issues: 9
Stars (7d delta): 0
Stars (30d delta): 0

Scores & Metadata

Trend Velocity Score: 0.00
Opportunity Score: 10.00
Confidence Score: 100.00
Language: Python
License: MIT
Topics:
🏷️ autonomous-research 🏷️ citation-verification 🏷️ llm-agents 🏷️ metaclaw 🏷️ multi-agent-debate 🏷️ openclaw 🏷️ paper-generation 🏷️ scientific-discovery 🏷️ self-evolving
First Seen: 4 months ago

Star History

14.3k stars+1.3k over 49 snapshots6/1/2026 – 9/3/2026

Links & Sources

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