Ruflo: Equip Claude Code with a "proxy chain of command", 78,000-star meta-frame to organize hundreds of specialized agents into a teamRuflo:给 Claude Code 装一套「代理指挥系统」,78,000 星的元框架把上百个专精代理编成一支队伍
The ceiling of a single AI programming agent is obvious: the context will be full, tasks will be forgotten as long as they are, and complex tasks can only be queued up one by one. Ruflo (formerly Claude Flow) goes the other way - it doesn't write code, it manages the “proxy to write code”: hundreds of specialized proxies are compiled into self-organizing swarms, giving them shared memories, task queues, cost ledgers, and cross-machine communication, while you still type in Claude Code. Project 78,000 + stars, mit licensed, still at the top of GitHub trends this week.
单个 AI 编程代理的天花板很明显:上下文会满、任务一长就忘、复杂活只能一件件排队干。Ruflo(原 Claude Flow)走的是另一条路——它不写代码,它管「写代码的代理」:把上百个专精代理编成可自组织的蜂群,给它们共享记忆、任务队列、成本账本和跨机器通信,而你依旧在 Claude Code 里敲字。项目 78,000+ stars、MIT 许可,本周仍在 GitHub 趋势榜前列。

What exactly did it solve?它到底解决了什么问题
The idea of ordinary plug-ins is to "add a skill to the agent", and Ruflo's idea is to "change the operating system for the agent": the model is responsible for writing, and harness is responsible for tools, memory, loops, sandboxes, and permissions. Ruflo is this layer of harness.
After installation, a task will be disassembled into agents with different roles such as architecture, implementation, testing, and security, and the main agent will only do scheduling and acceptance. The bee swarm supports three topologies: hierarchical, mesh, and adaptive, with consistent voting.
The most practical is memory: it precipitates the path, failure reasons, and effective practices of each task into the vector library (AgentDB, HNSW index), and directly reuses the next session, without you having to repeat the project background.
普通插件的思路是「给代理加一个技能」,Ruflo 的思路是「给代理换一套操作系统」:模型负责写,harness 负责工具、记忆、循环、沙箱与权限,Ruflo 就是这层 harness。
装上之后,一个任务会被拆给架构、实现、测试、安全等不同角色的代理并行推进,主代理只做调度与验收;蜂群支持层级、网状、自适应三种拓扑,并带一致性投票。
最实用的是记忆:它把每次任务的路径、失败原因、有效做法沉淀进向量库(AgentDB,HNSW 索引),下个会话直接复用,不用你重新讲一遍项目背景。
Four Capabilities for Immediate Perception四个立刻能感知的能力
100 + specialized agents: coding, testing, security, documentation, architecture have their own division of labor, can be summoned with a slash command/ruflo.
Console: ruflo-console opens the agent cockpit to see in real time what each agent is doing, how much they are spending, and where they are stuck.
Plug-in market: 33 native Claude Code plug-ins and 21 npm plug-ins are included, and bee swarms, rag memory, security audits, and model routing can all be installed separately.
Backstage workers: 12 automatically triggered workers will run audits, optimizations, and make-up tests in the background, and the main dialog does not need to wait.
100+ 专精代理:编码、测试、安全、文档、架构各有分工,用 /ruflo 一条斜杠命令就能召唤。
控制台:ruflo-console 打开代理驾驶舱,能实时看每个代理在干什么、花了多少钱、卡在哪一步。
插件市场:自带 33 个原生 Claude Code 插件与 21 个 npm 插件,蜂群、RAG 记忆、安全审计、模型路由都能单独装。
后台工人:12 个自动触发的 worker 会在后台跑审计、优化、补测试,主对话不用等。

Installation: two ways, go to the plug-in first安装:两条路,先走插件那条
Claude Code version 2.1.287 and above, execute in the session:/plugin marketplace add ruvnet/ruflo, then/plugin install ruflo-core @ ruflo,/plugin install ruflo-console @ ruflo,/plugin install ruflo-mods @ ruflo, and finally/reload-plugins reload.
If you want to use it in Codex, Cursor and other clients that support MCP, run npx ruflo @ latest init wizard in the project directory to go through the configuration wizard, or point the MCP server directly to npx -y ruflo @ latest mcp start.
Note for Windows users: The official curl installation script needs Git-Bash or WSL; for native PowerShell, use the npx line, and the effect is the same.
Claude Code 2.1.287 以上版本,在会话里依次执行:/plugin marketplace add ruvnet/ruflo,然后 /plugin install ruflo-core@ruflo、/plugin install ruflo-console@ruflo、/plugin install ruflo-mods@ruflo,最后 /reload-plugins 重载。
想在 Codex、Cursor 等支持 MCP 的客户端里用,就在项目目录跑 npx ruflo@latest init wizard 走一遍配置向导,或直接把 MCP 服务器指向 npx -y ruflo@latest mcp start。
Windows 用户注意:官方那行 curl 安装脚本需要 Git-Bash 或 WSL;原生 PowerShell 请用 npx 那行,效果一致。
Download instructions下载说明
The download button provides Ruflo v 3.59.17 official npm package (tgz, 4.39 MB), which can be unzipped offline to view all plugins, skills and hook source code, or npm install -g The package can be installed locally.
Want to see the effect without loading things first: Run npx ruflo tui in any project directory, and the four panels Overview/Cost/Swarm/Events will be opened directly in the terminal.
下载按钮提供 Ruflo v3.59.17 官方 npm 包(tgz,4.39MB),可离线解压查看全部插件、技能与钩子源码,也可以 npm install -g 该包本地安装。
想先看效果不装东西:在任意项目目录运行 npx ruflo tui,终端里会直接开出 Overview / Cost / Swarm / Events 四个面板。
Use reminder使用提醒
This article is compiled from public sources and ships with the matching resource. Product features and pricing are subject to the official page. Resources are for learning and exchange only — please respect the original license.
本文整理自公开资料并附上配套资源;涉及产品的功能与价格以官方页面为准。资源仅供学习交流,请遵循来源许可。
⬇ Download · 点击下载:Ruflo v3.59.17 官方 npm 包(4.39MB)
取自 npm registry 官方包 ruflo@3.59.17,MIT 许可,含 Claude Code 插件、蜂群调度、记忆与 MCP 服务器全量源码。
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