A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
Awesome Autoresearch is a curated index of projects descended from Andrej Karpathy's autoresearch concept, cataloguing autonomous improvement loops, research agents, and experiment-loop systems organized into eight sections: general-purpose descendants, research-agent systems, platform ports and hardware forks, domain-specific adaptations, evaluation and benchmarks, notable use cases and writeups, and related resources. The list covers tools that integrate directly with Claude Code, such as uditgoenka/autoresearch (a Claude Code skill that generalizes the loop for software, docs, security, and debugging) and drivelineresearch/autoresearch-claude-code (a Claude Code plugin with a biomechanics case study), alongside Codex-native ports, Gemini CLI variants, and multi-agent swarm coordinators like mutable-state-inc/autoresearch-at-home, which adds experiment claiming and shared best-config syncing across many single-GPU agents. The resource targets AI researchers, software engineers, and developers who want to build or adapt closed-loop autonomous optimization pipelines, and serves as a high-signal reference point for the growing ecosystem of self-improving agent architectures.
- ✓License: NOASSERTION
- ✓Actively maintained (<30d)
- ✓Healthy fork ratio
- ✓Clear description
- ✓Topics declared
- ✓Documented (README)
git clone https://github.com/alvinreal/awesome-autoresearchAwesome Lists overview
What people ask about awesome-autoresearch
What is alvinreal/awesome-autoresearch?
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alvinreal/awesome-autoresearch is awesome lists for the Claude AI ecosystem. A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch. It has 2.2k GitHub stars and was last updated 15d ago.
How do I install awesome-autoresearch?
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You can install awesome-autoresearch by cloning the repository (https://github.com/alvinreal/awesome-autoresearch) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is alvinreal/awesome-autoresearch safe to use?
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Our security agent has analyzed alvinreal/awesome-autoresearch and assigned a Trust Score of 95/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.
Who maintains alvinreal/awesome-autoresearch?
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alvinreal/awesome-autoresearch is maintained by alvinreal. The last recorded GitHub activity is from 15d ago, with 13 open issues.
Are there alternatives to awesome-autoresearch?
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Yes. On ClaudeWave you can browse similar awesome lists at /categories/awesome, sorted by popularity or recent activity.
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