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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
| Date | Stars |
|---|---|
| 2026-07-31 | 2342 |
| 2026-08-06 | 2342 |
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<div align="center"> # 🔬 Awesome Autoresearch **A curated, high-signal index of autonomous improvement loops, research agents, and descendants inspired by** [**karpathy/autoresearch**](https://github.com/karpathy/autoresearch). [](https://awesome.re) [](./CONTRIBUTING.md)  </div> ## Contents - [🛠️ General-purpose descendants](#-general-purpose-descendants) - [🔬 Research-agent systems](#-research-agent-systems) - [💻 Platform ports and hardware forks](#-platform-ports-and-hardware-forks) - [🎯 Domain-specific adaptations](#-domain-specific-adaptations) - [📊 Evaluation & benchmarks](#-evaluation--benchmarks) - [📈 Notable use cases and writeups](#-notable-use-cases-and-writeups) - [📚 Related resources](#-related-resources) - [📄 License](#-license) ## 🛠️ General-purpose descendants - [kayba-ai/recursive-improve](https://github.com/kayba-ai/recursive-improve) - Recursive self-improvement framework where agents capture execution traces, analyze failure patterns, and apply targeted fixes with keep-or-revert evaluation.  - [vukrosic/auto-research](https://github.com/vukrosic/auto-research) - Docs-only control plane for an open autonomous AI research lab — file-based operating model for human direction and agent execution.  - [uditgoenka/autoresearch](https://github.com/uditgoenka/autoresearch) - Claude Code skill that generalizes autoresearch into a reusable loop for software, docs, security, shipping, debugging, and other measurable goals.  - [leo-lilinxiao/codex-autoresearch](https://github.com/leo-lilinxiao/codex-autoresearch) - Codex-native autoresearch skill with resume support, lessons across runs, optional parallel experiments, and mode-specific workflows.  - [SeeleAI/Thoth](https://github.com/SeeleAI/Thoth) - Dashboard-first Claude Code and Codex runtime for autoresearch, with durable runs, locked work items, visible ledgers, and reviewable verdicts.  - [supratikpm/gemini-autoresearch](https://github.com/supratikpm/gemini-autoresearch) - Gemini CLI skill that generalises autoresearch to any measurable goal. Gemini-native: uses Google Search grounding as a live verification source inside the loop, true headless overnight mode via --yolo --prompt, and 1M token context. Also works in Antigravity IDE via .agents/skills/.  - [davebcn87/pi-autoresearch](https://github.com/davebcn87/pi-autoresearch) - `pi` extension plus dashboard for persistent experiment loops, live metrics, confidence tracking, and resumable autoresearch sessions.  - [drivelineresearch/autoresearch-claude-code](https://github.com/drivelineresearch/autoresearch-claude-code) - Claude Code plugin/skill port of `pi-autoresearch`, with a clean experiment-loop workflow and a concrete biomechanics case study.  - [greyhaven-ai/autocontext](https://github.com/greyhaven-ai/autocontext) - Closed-loop control plane for repeated agent improvement, with evaluation, persistent knowledge, staged validation, and optional distillation into cheaper local runtimes. 
Tony Pushmore
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:ea2a8510195fd063, topic:ai-agents, topic:autonomous-agents
matched fp:ea2a8510195fd063, topic:awesome-list, desc:curated list