GStars
    aiming-lab

    aiming-lab/AutoResearchClaw

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

    backend
    autonomous-research
    citation-verification
    llm-agents
    metaclaw
    multi-agent-debate
    Python
    MIT
    14.8K stars
    1.7K forks
    58 GitHub watchers
    Updated Nov 6, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    No releases in the last 90 days; the most recent was 169 days ago, with 49 contributors on GitHub.

    Use Cases & Benefits

    • Automates the entire research process from idea input to generating a conference-ready academic paper using autonomous AI agents and human collaboration.
    • Combines multi-agent debate, self-healing experiments, and layered citation verification to ensure robust, reproducible, and credible scientific outputs.
    • Use for fully autonomous academic research generation in machine learning, physics, biology, and statistics without manual intervention.
    • Use for human-in-the-loop collaborative research workflows where users guide hypotheses, experiment design, and paper writing interactively.
    • Use for integrating autonomous research pipelines into AI assistants or messaging platforms via OpenClaw and ACP-compatible agents for seamless research automation.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present
    • Contributing guide: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Just chat with OpenClaw: "Research X" β†’ done.

    πŸ“„ Our paper is on arXiv β€” come read it! AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

    πŸ§ͺ We're looking for testers! Try the pipeline with your own research idea β€” from any field β€” and tell us what you think. Your feedback directly shapes the next version. β†’ Testing Guide | β†’ δΈ­ζ–‡ζ΅‹θ―•ζŒ‡ε— | β†’ ζ—₯本θͺžγƒ†γ‚Ήγƒˆγ‚¬γ‚€γƒ‰

    Excerpt from the aiming-lab/AutoResearchClaw README on GitHub (MIT license). Β© its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Aug 27: +12

    +576 stars over 72 days across 7 snapshot days; best day +12 on Aug 27.

    Forks

    1.7K+59

    Open issues

    23+17

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth

    View category β†’
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    aiming-lab/AutoResearchClaw14.8Kβ€”50169 days ago
    Category median94.7K+2.0K75β€”
    Compare AutoResearchClaw with skills, zed, skills β†’

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