OpenClaw

agent-swarm-workflow

Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV. The execution phase that follows planning and bead creation. Includes exact prompts used.

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查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install clawdnw/agent-swarm-workflow

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

Agent Swarm Workflow — Parallel Implementation

Core Insight: Every agent is fungible and a generalist. They all use the same base model and read the same AGENTS.md. Simply telling one it's a "frontend agent" doesn't make it better at frontend.

The swarm is distributed, robust, and self-organizing through Agent Mail and Beads.

Prerequisites

Before starting a swarm:

Comprehensive plan created (see planning-workflow skill)
Polished beads ready (see beads-workflow skill)
AGENTS.md configured with all tool blurbs
Agent Mail server running (am or ~/projects/mcp_agent_mail/scripts/run_server_with_token.sh)
NTM available for session management

The Swarm Architecture

┌─────────────────────────────────────────────────────────────┐
│                         BEADS                               │
│     (Task graph with dependencies, priorities, status)      │
└─────────────────────────────────────────────────────────────┘
                              │
                    ┌─────────┴─────────┐
                    ▼                   ▼
┌─────────────────────────────┐  ┌─────────────────────────┐
│        BV                   │  │     AGENT MAIL          │
│  (What to work on)          │  │  (Coordination layer)   │
└─────────────────────────────┘  └─────────────────────────┘
         │                            │
         └──────────────┬─────────────┘
                        ▼
┌─────────────────────────────────────────────────────────────┐
│                    NTM + AGENTS                             │
│  ┌─────┐  ┌─────┐  ┌─────┐  ┌─────┐  ┌─────┐  ┌─────┐     │
│  │ CC  │  │ CC  │  │ Cod │  │ Gmi │  │ CC  │  │ Cod │     │
│  └─────┘  └─────┘  └─────┘  └─────┘  └─────┘  └─────┘     │
└─────────────────────────────────────────────────────────────┘

Starting the Swarm

Using NTM (Named Tmux Manager)

# Spawn a swarm with multiple agents
ntm spawn myproject --cc=3 --cod=2 --g...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/clawdnw/agent-swarm-workflow
Version: —
Commit: 9dfc9304be9f60ab1575a4a24fd7fca226b1ea7a
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# Agent Swarm Workflow — Parallel Implementation

> **Core Insight:** Every agent is fungible and a generalist. They all use the same base model and read the same AGENTS.md. Simply telling one it's a "frontend agent" doesn't make it better at frontend.
>
> The swarm is distributed, robust, and self-organizing through Agent Mail and Beads.

---

## Prerequisites

Before starting a swarm:

1. **Comprehensive plan** created (see `planning-workflow` skill)
2. **Polished beads** ready (see `beads-workflow` skill)
3. **AGENTS.md** configured with all tool blurbs
4. **Agent Mail server** running (`am` or `~/projects/mcp_agent_mail/scripts/run_server_with_token.sh`)
5. **NTM** available for session management

---

## The Swarm Architecture

```
┌─────────────────────────────────────────────────────────────┐
│                         BEADS                               │
│     (Task graph with dependencies, priorities, status)      │
└─────────────────────────────────────────────────────────────┘
                              │
                    ┌─────────┴─────────┐
                    ▼                   ▼
┌─────────────────────────────┐  ┌─────────────────────────┐
│        BV                   │  │     AGENT MAIL          │
│  (What to work on)          │  │  (Coordination layer)   │
└─────────────────────────────┘  └─────────────────────────┘
         │                            │
         └──────────────┬─────────────┘
                        ▼
┌─────────────────────────────────────────────────────────────┐
│                    NTM + AGENTS                             │
│  ┌─────┐  ┌─────┐  ┌─────┐  ┌─────┐  ┌─────┐  ┌─────┐     │
│  │ CC  │  │ CC  │  │ Cod │  │ Gmi │  │ CC  │  │ Cod │     │
│  └─────┘  └─────┘  └─────┘  └─────┘  └─────┘  └─────┘     │
└─────────────────────────────────────────────────────────────┘
```

---

## Starting the Swarm

### Using NTM (Named Tmux Manager)

```bash
# Spawn a swarm with multiple agents
ntm spawn myproject --cc=3 --cod=2 --g...

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