An agent meta-harness for Claude Code and Codex.
Agent = Model + Harness. The model writes; the harness gives it tools, memory, loops, sandboxes, and controls so it can actually work. Ruflo is the harness — the execution layer around Claude Code and Codex that adds 100+ specialized agents, coordinated swarms, self-learning memory, federated comms across machines, and enterprise security guardrails. So agents don't just run, they collaborate.
One npx ruflo init gives Claude Code a nervous system: agents self-organize into swarms, learn from every task, remember across sessions, and — with federation — securely talk to agents on other machines without leaking data. You keep writing code. Ruflo handles the coordination.
Self-Learning / Self-Optimizing Agent Architecture
User --> Ruflo (CLI/MCP) --> Router --> Swarm --> Agents --> Memory --> LLM Providers
^ |
+---- Learning Loop <-------+
New to Ruflo? You don't need to learn 314 MCP tools or 26 CLI commands. After
init, just use Claude Code normally — the hooks system automatically routes tasks, learns from successful patterns, and coordinates agents in the background.
📖 Background — where the name comes from
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 working until 3am. Underneath, powered byCognitum.Oneagentic architecture, running a supercharged Rust-based AI engine, embeddings, memory, and plugin system.

There are two different install paths with very different surface areas. Pick based on what you need (#1744):
| Claude Code Plugin | CLI install (npx ruflo init) |
|
|---|---|---|
| What it gives you | Slash commands + a few skills + agent definitions per-plugin | Full Ruflo loop — 98 agents, 60+ commands, 30 skills, MCP server, hooks, daemon |
| Files in your workspace | Zero | .claude/, .claude-flow/, CLAUDE.md, helpers, settings |
| MCP server registered | No (memory_store, swarm_init, etc. unavailable to Claude) |
Yes |
| Hooks installed | No | Yes |
| Best for | Try a single plugin's commands without committing to the full install | Production use — everything works as documented |
# Add the marketplace
/plugin marketplace add ruvnet/ruflo
# Install core + any plugins you need
/plugin install ruflo-core@ruflo
/plugin install ruflo-swarm@ruflo
/plugin install ruflo-rag-memory@ruflo
/plugin install ruflo-neural-trader@ruflo
This adds slash commands and agent definitions only. The Ruflo MCP server is NOT registered, so memory_store, swarm_init, agent_spawn, etc. won't be callable from Claude. For the full loop, use Path B below.
🔌 All 35 plugins
| Plugin | What it does |
|---|---|
| ruflo-core | Foundation — server, health checks, plugin discovery |
| ruflo-swarm | Coordinate multiple agents as a team |
| ruflo-autopilot | Let agents run autonomously in a loop |
| ruflo-loop-workers | Schedule background tasks on a timer |
| ruflo-workflows | Reusable multi-step task templates |
| ruflo-federation | Agents on different machines collaborate securely |
| Plugin | What it does |
|---|---|
| ruflo-agentdb | Fast vector database for agent memory |
| ruflo-rag-memory | Smart retrieval — hybrid search, graph hops, diversity ranking |
| ruflo-rvf | Save and restore agent memory across sessions |
| ruflo-ruvector | ruvector — GPU-accelerated search, Graph RAG, 103 tools |
| ruflo-knowledge-graph | Build and traverse entity relationship maps |
| Plugin | What it does |
|---|---|
| ruflo-intelligence | Agents learn from past successes and get smarter |
| ruflo-graph-intelligence | Sublinear graph reasoning — PageRank, delta updates, complexity-aware execution (ADR-123) |
| ruflo-daa | Dynamic agent behavior and cognitive patterns |
| ruflo-ruvllm | Run local LLMs (Ollama, etc.) with smart routing |
| ruflo-goals | Break big goals into plans and track progress |
| Plugin | What it does |
|---|---|
| ruflo-testgen | Find missing tests and generate them automatically |
| ruflo-browser | Automate browser testing with Playwright |
| ruflo-jujutsu | Analyze git diffs, score risk, suggest reviewers |
| ruflo-docs | Generate and maintain documentation automatically |
| Plugin | What it does |
|---|---|
| ruflo-security-audit | Scan for vulnerabilities and CVEs |
| ruflo-aidefence | Block prompt injection, detect PII, safety scanning |
| Plugin | What it does |
|---|---|
| ruflo-adr | Track architecture decisions with a living record |
| ruflo-ddd | Scaffold domain-driven design — contexts, aggregates, events |
| ruflo-sparc | Guided 5-phase development methodology with quality gates |
| ruflo-metaharness | Grade your agent setup, scan tool configs for security risks, and track changes over time (guide) |
| ruflo-arena | Competitive ruliology — pit agent strategies against each other in tournaments, hill-climb and co-evolve the winners (ADR-147/148) |
| Plugin | What it does |
|---|---|
| ruflo-migrations | Manage database schema changes safely |
| ruflo-observability | Structured logs, traces, and metrics in one place |
| ruflo-cost-tracker | Track token usage, set budgets, get cost alerts |
| Plugin | What it does |
|---|---|
| ruflo-agent | Run agents — local WASM sandbox (rvagent) + Anthropic Claude Managed Agents (cloud) |
| ruflo-plugin-creator | Scaffold, validate, and publish your own plugins |
| Plugin | What it does |
|---|---|
| ruflo-iot-cognitum | IoT device management — trust scoring, anomaly detection, fleets |
| ruflo-neural-trader | neural-trader — AI trading with 4 agents, backtesting, 112+ tools |
| ruflo-market-data | Ingest market data, vectorize OHLCV, detect patterns |
macOS / Linux / WSL / Git-Bash:
# One-line install (POSIX shells only — see Windows note below)
curl -fsSL https://cdn.jsdelivr.net/gh/ruvnet/ruflo@main/scripts/install.sh | bash
All platforms (including native Windows PowerShell / cmd):
# Interactive setup wizard — runs identically on every platform
npx ruflo@latest init wizard
# Quick non-interactive init
# npx ruflo@latest init
# Or install globally
npm install -g ruflo@latest
💡 Windows users: the
curl ... | bashform needs a POSIX shell (Git-Bash, WSL, MSYS). Thenpx ruflo@latest init wizardline works natively in PowerShell and cmd. If you hit an'bash' is not recognizederror, use thenpxline instead — both end up running the same init flow.
# Add Ruflo as an MCP server in Claude Code (canonical form, matches USERGUIDE.md)
claude mcp add ruflo -- npx ruflo@latest mcp start
| Capability | Description |
|---|---|
| 🤖 100+ Agents | Specialized agents for coding, testing, security, docs, architecture |
| 📡 Comms Layer | Zero-trust federation — agents across machines/orgs discover, authenticate, and exchange work securely |
| 🐝 Swarm Coordination | Hierarchical, mesh, and adaptive topologies with consensus |
| 🧠 Self-Learning | SONA neural patterns, ReasoningBank, trajectory learning |
| 💾 Vector Memory | HNSW-indexed AgentDB — measured ~1.9x faster at N=20k, ~3.2x–4.7x at N=5k vs brute force (recall@10 ~0.99); ANN wins above the crossover, ties/loses at small N. See audit + scripts/benchmark-intelligence.mjs |
| ⚡ Background Workers | 12 auto-triggered workers (audit, optimize, testgaps, etc.) |
| 🧩 Plugin Marketplace | 33 native Claude Code plugins + 21 npm plugins |
| 🔌 Multi-Provider | Claude, GPT, Gemini, Cohere, Ollama with smart routing |
| 🛡️ Security | AIDefence, input validation, CVE remediation, path traversal prevention |
| 🌐 * |
$ claude mcp add ruflo \
-- python -m otcore.mcp_server <graph>