Ruflo
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coord
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🌊 RuFlo v3.5: Enterprise AI Orchestration Platform
[](https://github.com/ruvnet/claude-flow)
](https://github.com/ruvnet/claude-flow) [ ](https://www.npmjs.com/package/claude-flow) [ ](https://discord.com/invite/dfxmpwkG2D) [ [](https://opensource.org/licenses/MIT)
](https://x.com/ruv) [ [](https://www.youtube.com/@ReuvenCohen)
Multi-agent AI orchestration for Claude Code
Deploy 16 specialized agent roles + custom types in coordinated swarms with self-learning capabilities, fault-tolerant consensus, and enterprise-grade security.
Why Ruflo? Claude Flow is now Ruflo — named by Ruv, who loves Rust, flow states, and building things that feel inevitable. The "Ru" is the Ruv. The "flo" is the flow. Underneath, WASM kernels written in Rust power the policy engine, embeddings, and proof system. 6,000+ commits later, this is v3.5.
Getting into the Flow
Ruflo is a comprehensive AI agent orchestration framework that transforms Claude Code into a powerful multi-agent development platform. It enables teams to deploy, coordinate, and optimize specialized AI agents working together on complex software engineering tasks.
Self-Learning/Self-Optimizing Agent Architecture
📐 Expanded Architecture — Full system diagram with RuVector intelligence
RuVector Components (included with Ruflo):
| Component | Purpose | Performance |
|---|---|---|
| SONA | Self-Optimizing Pattern Learning - learns optimal routing | Fast adaptation |
| EWC++ | Elastic Weight Consolidation - prevents catastrophic forgetting | Preserves learned patterns |
| Flash Attention | Optimized attention computation | 2-7x speedup (benchmarked) |
| HNSW | Hierarchical Navigable Small World vector search | Sub-millisecond retrieval |
| ReasoningBank | Pattern storage with trajectory learning | RETRIEVE→JUDGE→DISTILL |
| Hyperbolic | Poincare ball embeddings for hierarchical data | Better code relationships |
| LoRA/MicroLoRA | Low-Rank Adaptation for efficient fine-tuning | Lightweight adaptation |
| Int8 Quantization | Memory-efficient weight storage | ~4x memory reduction |
| SemanticRouter | Semantic task routing with cosine similarity | Fast intent routing |
| 9 RL Algorithms | Q-Learning, SARSA, A2C, PPO, DQN, Decision Transformer, etc. | Task-specific learning |
Get Started Fast
New to Ruflo? You don't need to learn 310+ MCP tools or 26 CLI commands. After running init, just use Claude Code normally — the hooks system automatically routes tasks to the right agents, learns from successful patterns, and coordinates multi-agent work in the background. The advanced tools exist for fine-grained control when you need it.Key Capabilities
Don't lose this
Three weeks from now, you'll want Ruflo again. Will you remember where to find it?
Save it to your library and the next time you need Ruflo, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
⚡ Pro tip for geeks: add a-gnt 🤵🏻♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
This plugs directly into your AI and gives it new abilities it didn't have before. 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coord. Once connected, just ask your AI to use it. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
Tips for getting started
Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.
Heads up: this needs an API key to work. You'll get one from the service's website (usually free). The setup guide tells you exactly where.
What's New
Imported from GitHub
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