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Ruflo

Ruflo是AI编码代理的多代理管弦乐平台(Claude Code, Cursor, Codex, Copilot, 双子座, Amp, +12多). 当用户想要 (1) 在项目中安装/init ruflo 时使用此技能, (2) 用分级协调运行多代理群, (3) 使用 ruflo 的 314+ MCP用于内存,路由,钩子,子代理,或工作流程的工具,(4)检查ruflo状态/版本/博士健康,或(5)发现哪个ruflo的30+插件适合他们的任务.

1425 安装量

官方网址:skills.sh

技能介绍

先看中文介绍;官方 description 原文单独保留,不改写 SKILL.md。

做什么

Ruflo是AI编码代理的多代理管弦乐平台(Claude Code, Cursor, Codex, Copilot, 双子座, Amp, +12多). 当用户想要 (1) 在项目中安装/init ruflo 时使用此技能, (2) 用分级协调运行多代理群, (3) 使用 ruflo 的 314+ MCP用于内存,路由,钩子,子代理,或工作流程的工具,(4)检查ruflo状态/版本/博士健康,或(5)发现哪个ruflo的30+插件适合他们的任务.

何时用

官方 description 未单独写出 Use when。按规范,代理会在用户任务与这段 description 的关键词匹配时激活本技能。

代理如何加载

按 Agent Skills 渐进披露:启动时只加载 name 与 description(约 100 token);任务匹配后才读入整份 SKILL.md 正文;scripts/、references/、assets/ 仅在需要时再读。 本文件正文结构:Ruflo、When to invoke ruflo、Getting started (three commands)、1. Initialize ruflo in the current project (creates .claude/, MCP config, hooks)、2. Check health — verifies Node 20+, npm 9+, MCP servers, memory DB, API keys、3. Discover which plugins match the current work。

文件分析

文件分析:这是一份仅含 SKILL.md 的指令型技能,代理激活后整份正文进入上下文。

官方 description(原文)

Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5) discover which of ruflo's 30+ plugins fits their task.

RufloWhen to invoke rufloGetting started (three commands)1. Initialize ruflo in the current project (creates .claude/, MCP config, hooks)2. Check health — verifies Node 20+, npm 9+, MCP servers, memory DB, API keys3. Discover which plugins match the current workMCP tools (314 available)Plugin discoveryCross-agent installationJust the core ruflo skill (this one)Or the full catalog (267 skills across all plugins — much larger install)Documentation

来源分类:skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill skills.sh agent-skill

SKILL.md 与 Agent 调用

官方规范 ↗
name
ruflo
description
Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5) discover which of ruflo's 30+ plugins fits their task.
  1. 发现技能客户端向 Agent 提供名称与描述目录。
  2. 匹配与调用用户指定或任务匹配后,载入 SKILL.md 指令。
  3. 按需加载按步骤读取参考文档、使用脚本与素材。

具体调用语法与可用工具以目标 Agent 客户端为准。 查看调用机制说明 ↗

安装这个技能

Skills CLI ↗

先选择目标 Agent 和安装范围,保留技能包的附属文件,安装后检查客户端能否发现该技能。

交给 Agent 安装

复制安装指令给支持 Agent Skills 的代理,确认其中的目标目录与客户端匹配。

把 Agent Skill「ruflo」安装到我的项目:SKILL.md 原文与官方 description 见 https://zicq.com/zh/skills/skl-84d221c7a2450b96-Ruflo.html
请存为 .cursor/skills/ruflo/SKILL.md 或 .claude/skills/ruflo/SKILL.md,frontmatter 的 name 与 description 保持原样,不要改写。

GitHub 完整包 ↗

终端安装 · Skills CLI

需要 Node.js 与 npx。先查看仓库技能列表,确认实际名称。

npx skills add 'https://github.com/ruvnet/ruflo' --list

npx skills add 'https://github.com/ruvnet/ruflo' --skill 'ruflo'

CLI 会交互选择目标 Agent,默认安装到项目;用户级安装使用 -g。先通过查看命令核对仓库内容,再用 npx skills list 检查已安装技能。

阅读排版
--- name: ruflo description: Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5) discover which of ruflo's 30+ plugins fits their task. --- # 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 `. ## 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) ```bash # 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 ``` ## 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): ```bash # 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 ``` ## 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`).

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