awesome-autoresearch: A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired

by webfuse-com · Agent Tool · ★ 2.6k

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Security audit verdict: SAFE · quality 52/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentic-systemsai-agentsai-researchai-toolsautonomous-agentsautoresearchawesome-listclaude-codeexperiment-loopskarpathy

Quick Facts

Stars2,583
Forks198
CategoryAgent Tool
Quality Score52/100
Open Issues12
Last Updated2026-09-21
Created2026-03-20
Platformsclaude-code
Est. Tokens~15k

About awesome-autoresearch

🔬 Awesome Autoresearch A curated, high-signal index of autonomous improvement loops, research agents, and descendants inspired by karpathy/autoresearch. Contents 🛠️ General-purpose descendants 🔬 Research-agent systems 💻 Platform ports and hardware forks 🎯 Domain-specific adaptations 📊 Evaluation & benchmarks 📈 Notable use cases and writeups 📚 Related resources 📄 License 🛠️...

Compatible Skills

These tools work well together with awesome-autoresearch for enhanced workflows:

  • autoresearch — semantic(0.42)+complementary+rare_topics+similar_pop+shared_platform (64%)
  • evo — semantic(0.29)+complementary+rare_topics+similar_pop+shared_platform (55%)
  • de-anthropocentric-research-engine — semantic(0.26)+complementary+rare_topics+similar_pop+shared_platform (53%)

awesome-autoresearch alternative? Top 6 similar tools

Looking for a awesome-autoresearch alternative? If you're comparing awesome-autoresearch with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • awesome-autoresearch by WecoAI · ⭐ 1.1k

    Curated list of AutoResearch use cases with optimization traces and open source implementations

  • CORAL by Human-Agent-Society · ⭐ 961

    Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with gradin

  • evo by evo-hq · ⭐ 1.5k

    turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then run

  • NanoResearch by OpenRaiser · ⭐ 1.3k

    🦞+🔬 NanoResearch: The Autonomous AI Research Assistant

  • awesome-agent-skills by skillmatic-ai · ⭐ 681

    The definitive resource for Agent Skills - modular capabilities revolutionizing AI agent architecture

  • autoresearch by uditgoenka · ⭐ 6.8k

    Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autores

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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