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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.
π₯π₯COLM 2026π₯π₯ CORAL is a robust, lightweight infrastructure for multi-agent autonomous self-evolution, built for autoresearch. Works with Claude Code, Codex, Cursor, OpenCode, Kiro, and more.
| Date | Stars |
|---|---|
| 2026-07-31 | 863 |
| 2026-08-01 | 864 |
| 2026-08-06 | 864 |
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<div align="center"> <img src="assets/logo.png" alt="CORAL logo β multi-agent autonomous coding infrastructure" width="360"> ## Robust, lightweight infrastructure for multi-agent self-evolution, built for autoresearch. [](https://arxiv.org/abs/2604.01658v1) [](https://coral.compounding-intelligence.ai/blogs/) [](LICENSE) [](https://python.org) **English** | [δΈζ](README_CN.md) </div> <p align="center"> <a href="#installation">Installation</a> Β· <a href="#plugin-drive-coral-from-your-own-agent">Plugin</a> Β· <a href="#supported-agents">Supported Agents</a> Β· <a href="#how-it-works">How It Works</a> Β· <a href="#examples">Examples</a> Β· <a href="https://coral.compounding-intelligence.ai/docs/">Docs</a> Β· <a href="https://arxiv.org/abs/2604.01658v1">Paper</a> </p> **CORAL** is infrastructure for **autonomous AI agent organizations** that run experiments, share knowledge, and continuously improve solutions. Give it a codebase and a grader, and CORAL handles the rest: isolated workspaces, safe evaluation, persistent shared state, and multi-agent collaboration. Natively integrated with Claude Code, OpenCode, Codex, Cursor Agent, and Kiro. ### π₯ News - **[2026-07-08]** **CORAL** has been accepted to **COLM 2026**! π - **[2026-06-24]** The Docker session now isolates the agent from the grader: each agent runs as an unprivileged user (manager and grader stay root), so agents can no longer read `.coral/private/` (grader venv, answer keys) β not even via Bash. On the host this stays opt-in via `agents.isolate_user`. - **[2026-06-13]** Legacy `eval/grader.py` grader auto-discovery is deprecated and removed β wire graders via `grader.entrypoint` pointing at a packaged grader. See the [custom grader guide](https://coral.compounding-intelligence.ai/docs/guides/custom-grader). - **[2026-06-06]** CORAL v0.6.0 adds multi-island runs: partition agents into isolated islands with scoped attempts, notes, skills, heartbeat state, and migration between islands for broader exploration. - **[2026-04-24]** Rubric judges β two reusable LLM-judge grader packages for open-ended tasks (reports, memos, legal analysis). See the [Rubric Judges guide](https://coral.compounding-intelligence.ai/docs/guides/rubric-judge). - **[2026-04-03]** Our paper, "CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery," is now out! Check it out on [Arxiv](https://arxiv.org/abs/2604.01658v1). - **[2026-03-18]** CORAL is released! Check out our [blog post](https://coral.compounding-intelligence.ai/blogs/evolve-like-coral/).  ### Installation ```bash curl -fsSL https://raw.githubusercontent.com/Human-Agent-Society/CORAL/main/install.sh | sh ``` Installs the **latest `coral` release** globally via `uv tool install`. Pin a specific release with `CORAL_VERSION=<tag>` if you need to. See [Installation docs](https://coral.compounding-intelligence.ai/docs/getting-started/installation) for manual install, dev setup, and prerequisites. ```bash coral init my-task # scaffold a task cd my-task && coral start -c task.yaml # launch agents ``` ### Plugin: drive CORAL from your own agent Prefer to author and run CORAL tasks from inside **your own** Claude Code or Codex without memorizing the CLI? Install the CORAL plugin β a skills-first bundle (no MCP) that teaches the workflows (`coral setup` β `init`/`validate` β `start`/`status`/`log`) and checks `coral` is installed on session start. **Claude Code:** ``` /plugin marketplace a
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Zijian Zhou Β· National University of Singapore Β· Singapore
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Alex Β· AI Entrepreneur
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Octopus Β· Independent Developer Β· United States
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Would you bet a product on this? Bounded 0β100 and slow moving.
matched fp:321f9ce1c7445980, topic:autonomous-agents, topic:agent-framework, topic:multi-agent