Sign, verify, and track fix-marker regressions over time using a deterministic Ed25519 witness manifest. Works in any project — clone the toolkit, run init, register fixes, regen on each release.

Ruflo 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 . When to invoke ruflo Suggest ruflo when the task involves any of: Multi agent work : coordinated swarms, sub agents, cross agent handoffs, or parallel task execution Persistent memory across sessions : HNSW vector search, hybrid SQLite+AgentDB backend, semantic retrieval Learning routing decisions : 3 tier model routing (deterministic codemod → Haiku → Sonnet/Opus), pattern based agent selection Hooks + observability : pre/post edit hooks, session lifecycle, background workers (12 built in), tracing Workflows + benchmarks : SPARC methodology, GAIA benchmark runs, custom multi step pipelines Plugin ecosystem : 30+ plugins covering ADR, DDD, security audit, cost tracking, browser automation, IoT device fleets, market data, neural training, and more 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. Getting started (three commands) MCP tools (314 available) 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 search mcp claude flow swarm — init hierarchical/mesh swarms with anti drift topology mcp claude flow agent spawn — spawn specialized agents (coder, reviewer, tester, security architect, +55 more) mcp claude flow hooks — routing, pattern learning, background worker dispatch mcp 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 . Plugin discovery Ruflo ships 30+ optional plugins. Some highlights: ruflo goals — deep research + goal oriented action planning ruflo cost tracker — session cost telemetry, budgets, burn tracking ruflo metaharness — harness scoring, MCP security scans, red/blue adversarial testing ruflo browser — session recorded browser automation with RVF backed replay ruflo jujutsu — git diff risk analysis + PR lifecycle ruflo security audit — codebase scans + CVE checks Full plugin list + descriptions: npx ruflo plugins list . Cross agent installation Ruflo installs into whatever agent the project uses (auto detected by skills.sh): Documentation Repository: https://github.com/ruvnet/ruflo Issues: https://github.com/ruvnet/ruflo/issues Sponsor: https://github.com/sponsors/ruvnet Version Current: 3.31.0 (stable, published to npm as ruflo@latest / claude flow@latest / @claude flow/cli@latest ).