claude-flow  by ruvnet

AI orchestration platform for complex development workflows

Created 3 months ago
7,953 stars

Top 6.5% on SourcePulse

GitHubView on GitHub
Project Summary

Claude-Flow v2.0.0 Alpha is an AI orchestration platform designed for developers to automate and enhance AI-powered development workflows. It leverages a "hive-mind" swarm intelligence architecture, neural pattern recognition, and a comprehensive toolkit to coordinate AI agents for complex tasks. The platform aims to significantly improve development speed and efficiency.

How It Works

Claude-Flow employs a Queen-led coordination model where specialized AI agents collaborate. It utilizes 27+ cognitive models with WASM SIMD acceleration for enhanced processing and a SQLite-based memory system for persistent storage of project context and learned patterns. The Dynamic Agent Architecture (DAA) allows for self-organizing agents with fault tolerance, managed through an advanced hooks system for automated workflow execution.

Quick Start & Requirements

  • Install: npm install -g claude-flow@alpha or use npx claude-flow@alpha init --force.
  • Prerequisites: Node.js 18+, npm 9+. Requires prior installation of @anthropic-ai/claude-code.
  • Setup: Instant testing via npx. Full setup involves installing Claude Code and potentially configuring permissions.
  • Links: GitHub Alpha Branch, NPM Alpha Release, Discord Community.

Highlighted Details

  • Achieves an 84.8% SWE-Bench solve rate and 2.8-4.4x speed improvement.
  • Integrates seamlessly with Claude Code, auto-configuring MCP servers.
  • Features 87 MCP tools across categories like Swarm Orchestration, Neural Computing, and GitHub Integration.
  • Includes a robust SQLite memory system with 12 specialized tables for persistent state.

Maintenance & Community

The project is actively developed, with an alpha release indicating ongoing work towards a stable v2.0.0. Community support is available via Discord.

Licensing & Compatibility

The project is released under the MIT License, permitting commercial use and integration with closed-source projects.

Limitations & Caveats

This is an alpha release, not recommended for production environments. Windows users may encounter SQLite fallback to in-memory storage if native modules fail, impacting data persistence without specific configuration.

Health Check
Last Commit

1 week ago

Responsiveness

1 day

Pull Requests (30d)
14
Issues (30d)
66
Star History
1,632 stars in the last 30 days

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