Token导航 LogoToken导航TokenDH.com
开发敏感数据clawhub未标认证来源可访问clear审计提醒

multi-agent-communication多 Agent 通信

Agent Skill

multi-agent-communication 用于辅助前端页面、组件、样式和交互逻辑开发,适合在 OpenClaw 中需要维护前端项目、生成组件或检查界面实现时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

2,232

周安装

93

GitHub Stars

公开资料未说明

下载量

744
OpenClaw

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:multi-agent-communication(多 Agent 通信)
来源仓库:https://github.com/openlark/multi-agent-communication
安装命令:
openclaw skills install multi-agent-communication
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install multi-agent-communication

简介

基于 sessions_spawn 和 sessions_send 工具,支持分布式 Agent 系统的构建与管理。

  • 适用于实现任务分解、会话路由与负载均衡等高级协作功能。
  • 可辅助优化多代理间的消息传递效率与资源利用率。
  • 安装命令为 openclaw skills install multi-agent-communication,需配置好消息中间件环境。
  • 使用前请检查防火墙规则与身份验证策略,防止未授权访问或数据泄露。

SKILL.md

name
multi-agent-communication
description
Based on two core tools, sessions_spawn and sessions_send, to help users build, manage, and optimize distributed Agent systems, enabling task decomposition, parallel processing, and efficient coordination among Agents.

Multi-Agent Communication

Core tools: sessions_spawn (launch child Agents) and sessions_send (send messages to existing Agents).

Use Cases

  • Launching child Agents for background tasks
  • Multi-Agent collaboration and negotiation
  • Configuring Agent permissions and concurrency limits
  • Choosing the appropriate communication mode (run/session/send)
  • Designing Agent team workflows

Two Core Tools

sessions_spawn — Create a new Agent instance

sessions_spawn({
  task: "Review PR #123",
  agent: "code-reviewer",     // Agent ID (not SOUL name)
  mode: "run",                // run=one-shot, session=persistent
  thread: false,              // Whether to bind to a message thread
  runTimeoutSeconds: 300      // Optional, timeout duration
})

Essence: Fork a new process. Creates an independent session and execution environment, automatically pushing results back to the parent Agent upon completion. In mode="run", the child Agent's execution process is not visible to the user by default.

sessions_send — Send a message to an existing Agent

sessions_send({
  sessionKey: "agent:main:subagent:abc",
  label: "security",          // Use sessionKey or label
  message: "Check security",
  timeoutSeconds: 30          // Synchronous wait; 0=asynchronous delivery
})

Essence: Inter-Process Communication (IPC). Sends messages to an existing session, supporting multi-round A2A negotiation (up to 5 rounds of ping-pong).

Core Decision: Which One to Choose?

ScenarioToolMode
Background data processing, one-shot analysissessions_spawnmode: "run"
Parallel task decomposition (multiple spawns)sessions_spawnmode: "run"
Multi-round code review (user-visible)sessions_spawnmode: "session", thread: true
Real-time collaborative Q&A between Agentssessions_sendtimeoutSeconds > 0
Asynchronous delivery, no reply neededsessions_sendtimeoutSeconds: 0

Quick Judgment:

  • Need to create a new Agent → sessions_spawn
  • Need to communicate with an existing Agent → sessions_send

Spawn Execution Flow (10 Stages)

User Request → Main Agent → sessions_spawn
  ↓
[1. Permission Check]  → Verify depth, concurrency, whitelist
  ↓
[2. Session Creation]  → Generate unique sessionKey
  ↓
[3. Thread Binding]    → (Optional) Bind to Discord/Slack thread
  ↓
[4. Attachment Handling] → Snapshot transfer (independent lifecycle)
  ↓
[5. System Prompt]     → Inject task context
  ↓
[6. Working Directory] → Inherit parent Agent or use target Agent config
  ↓
[7. Agent Launch]      → Via Gateway RPC
  ↓
[8. Runtime Registration] → Record in SubagentRegistry
  ↓
[9. Hook Trigger]      → Notify plugins
  ↓
[10. Result Return]    → Return childSessionKey

Results are automatically pushed back to the parent Agent via Sweeper (checks every 1-8 seconds), no manual polling required.

Session Key Design

Main Agent:    agent:main:main
Child Agent:   agent:main:subagent:<uuid>
Grandchild:    agent:main:subagent:<uuid>:subagent:<uuid>

UUID ensures global uniqueness; the hierarchical structure facilitates routing and traceability.

mode="run" vs. mode="session"

Featurerunsession
LifecycleOne-shot, deleted upon completionPersistent, awaits subsequent messages
Thread BindingNot supportedRequired (thread=true)
User Visibility❌ Completely invisible✅ Visible in thread
Applicable ScenariosBackground data processingMulti-turn conversations, code reviews

⚠️ Note: mode="session" must also have thread=true set, otherwise subsequent messages cannot be routed correctly.

Three-Tier Security Protection

ConstraintDefault ValuePurpose
Max Recursion Depth1Prevent infinite recursion
Max Child Processes5/sessionPrevent resource exhaustion
Whitelist MechanismConfigurableCross-Agent permission control

A2A Multi-Round Negotiation (sessions_send)

Agent A ──"Format this code"──→ Agent B
         ←─"Which style do you prefer?"
Agent A ──"Use Prettier"─────→ Agent B
         ←─"Done"
Agent A ──REPLY_SKIP──────────→ Agent B
  • Maximum 5 rounds (configurable)
  • Either party replies with REPLY_SKIP_TOKEN to end
  • Final result delivered to the user channel

Key Design Decisions

  • Snapshots over References: Attachments are copied to the child Agent; the child can still access them even after the parent deletes them.
  • Push over Polling: Zero polling cost; a 30-second task saves approximately 15,000 tokens.
  • Cross-Agent Workspace Isolation: Same-type child Agents inherit the parent directory; cross-type ones use the target Agent's configuration.

Configuration Suggestions

See references/config.md for details.

Design Patterns

See references/patterns.md for details.

适合场景

01

OpenClaw 用户查找和安装 Skill 时

02

用户想查找某类 Agent Skill 时

03

需要根据任务场景推荐可安装能力包时

04

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

OpenClaw

82.26%
按下载量换算612

安全审计

VirusTotal

通过

ClawScan

可疑

Static analysis

通过

权限和风险

敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在 warning/failed 结果,不能写成本站确认安全。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

继续浏览同类 Skills