AgentSkillsCN

swarm-orchestration

多智能体集群协同,助力复杂任务的高效完成。通过分层拓扑结构与各具专长的智能体,将复杂任务拆解并跨多个文件与模块并行执行。适用场景:当需要对 3 个以上文件进行修改、实施新功能、跨模块重构、伴随测试进行 API 变更、开展安全相关优化、对整个代码库进行性能调优,或对数据库表结构进行变更时使用。若仅需编辑单个文件、修复简单 Bug(1–2 行)、更新文档、调整配置,或进行快速探索,则可跳过此步骤。

SKILL.md
--- frontmatter
name: swarm-orchestration
description: >
  Multi-agent swarm coordination for complex tasks. Uses hierarchical topology with specialized agents to break down and execute complex work across multiple files and modules.
  Use when: 3+ files need changes, new feature implementation, cross-module refactoring, API changes with tests, security-related changes, performance optimization across codebase, database schema changes.
  Skip when: single file edits, simple bug fixes (1-2 lines), documentation updates, configuration changes, quick exploration.

Swarm Orchestration Skill

Purpose

Multi-agent swarm coordination for complex tasks. Uses hierarchical topology with specialized agents to break down and execute complex work across multiple files and modules.

When to Trigger

  • 3+ files need changes
  • new feature implementation
  • cross-module refactoring
  • API changes with tests
  • security-related changes
  • performance optimization across codebase
  • database schema changes

When to Skip

  • single file edits
  • simple bug fixes (1-2 lines)
  • documentation updates
  • configuration changes
  • quick exploration

Commands

Initialize Swarm

Start a new swarm with hierarchical topology (anti-drift)

bash
npx @claude-flow/cli swarm init --topology hierarchical --max-agents 8 --strategy specialized

Example:

bash
npx @claude-flow/cli swarm init --topology hierarchical --max-agents 6 --strategy specialized

Route Task

Route a task to the appropriate agents based on task type

bash
npx @claude-flow/cli hooks route --task "[task description]"

Example:

bash
npx @claude-flow/cli hooks route --task "implement OAuth2 authentication flow"

Spawn Agent

Spawn a specific agent type

bash
npx @claude-flow/cli agent spawn --type [type] --name [name]

Example:

bash
npx @claude-flow/cli agent spawn --type coder --name impl-auth

Monitor Status

Check the current swarm status

bash
npx @claude-flow/cli swarm status --verbose

Orchestrate Task

Orchestrate a task across multiple agents

bash
npx @claude-flow/cli task orchestrate --task "[task]" --strategy adaptive

Example:

bash
npx @claude-flow/cli task orchestrate --task "refactor auth module" --strategy parallel --max-agents 4

List Agents

List all active agents

bash
npx @claude-flow/cli agent list --filter active

Scripts

ScriptPathDescription
swarm-start.agents/scripts/swarm-start.shInitialize swarm with default settings
swarm-monitor.agents/scripts/swarm-monitor.shReal-time swarm monitoring dashboard

References

DocumentPathDescription
Agent Typesdocs/agents.mdComplete list of agent types and capabilities
Topology Guidedocs/topology.mdSwarm topology configuration guide

Best Practices

  1. Check memory for existing patterns before starting
  2. Use hierarchical topology for coordination
  3. Store successful patterns after completion
  4. Document any new learnings