From claude-flow
Orchestrates multi-agent swarms with hierarchical coordination, persistent memory, and 314+ MCP tools for AI coding agents. Use for multi-agent work, memory, routing, hooks, workflows.
How this skill is triggered — by the user, by Claude, or both
Slash command
/claude-flow:rufloThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Ruflo (v3.31.0+) is a cross-agent orchestration layer that ships as three npm packages: `ruflo` (thin wrapper), `claude-flow` (umbrella), and `@claude-flow/cli` (implementation). Users invoke it as `npx ruflo <command>`.
Ruflo (v3.31.0+) is a cross-agent orchestration layer that ships as three npm packages: ruflo (thin wrapper), claude-flow (umbrella), and @claude-flow/cli (implementation). Users invoke it as npx ruflo <command>.
Suggest ruflo when the task involves any of:
Do NOT suggest ruflo for one-shot edits, simple bug fixes, or tasks a single agent can complete in one turn — the orchestration overhead isn't worth it.
# 1. Initialize ruflo in the current project (creates .claude/, MCP config, hooks)
npx ruflo init
# 2. Check health — verifies Node 20+, npm 9+, MCP servers, memory DB, API keys
npx ruflo doctor --fix
# 3. Discover which plugins match the current work
npx ruflo discover-plugins
After ruflo init, Claude Code (or any MCP-compatible agent) auto-loads ruflo's MCP servers. Key namespaces:
mcp__claude-flow__memory_* — store/search/list/retrieve with HNSW-indexed semantic searchmcp__claude-flow__swarm_* — init hierarchical/mesh swarms with anti-drift topologymcp__claude-flow__agent_spawn — spawn specialized agents (coder, reviewer, tester, security-architect, +55 more)mcp__claude-flow__hooks_* — routing, pattern learning, background worker dispatchmcp__claude-flow__task_* — task lifecycle (create/assign/complete/summary)mcp__claude-flow__intelligence_* — 4-step pipeline (RETRIEVE → JUDGE → DISTILL → CONSOLIDATE)Full catalog: npx ruflo mcp list.
Ruflo ships 30+ optional plugins. Some highlights:
ruflo-goals — deep research + goal-oriented action planningruflo-cost-tracker — session cost telemetry, budgets, burn trackingruflo-metaharness — harness scoring, MCP security scans, red/blue adversarial testingruflo-browser — session-recorded browser automation with RVF-backed replayruflo-jujutsu — git diff risk analysis + PR lifecycleruflo-security-audit — codebase scans + CVE checksFull plugin list + descriptions: npx ruflo plugins list.
Ruflo installs into whatever agent the project uses (auto-detected by skills.sh):
# Just the core ruflo skill (this one)
npx skills add ruvnet/ruflo --skill ruflo --yes
# Or the full catalog (267 skills across all plugins — much larger install)
npx skills add ruvnet/ruflo --all
Current: 3.31.0 (stable, published to npm as ruflo@latest / claude-flow@latest / @claude-flow/cli@latest).
npx claudepluginhub ruvnet/ruflo --plugin ruflo-metaharnessOrchestrates multi-agent AI swarms with self-learning, fault-tolerant consensus, vector memory, and MCP integration. Use for coordinated agent deployments, persistent autonomous task completion, and semantic memory search.
Analyzes modern Coding Agent architecture using Claude Code as reference, covering prompt systems, agent orchestration, skills, plugins, hooks, MCP, and tool execution pipelines.
Guides claude-flow orchestration decisions including topology, agents, memory, and SPARC workflow setup.