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多智能体委派

通过定向委派，由父智能体协调多个专家智能体。

安装​

npm install @agentskit/runtime @agentskit/adapters @agentskit/skills @agentskit/tools

快速开始​

import { createRuntime, createSharedContext } from '@agentskit/runtime'
import { anthropic } from '@agentskit/adapters'
import { planner, researcher, coder } from '@agentskit/skills'
import { webSearch, filesystem } from '@agentskit/tools'

const runtime = createRuntime({
  adapter: anthropic({ apiKey, model: 'claude-sonnet-4-6' }),
})

const result = await runtime.run('Build a landing page about quantum computing', {
  skill: planner,
  delegates: {
    researcher: { skill: researcher, tools: [webSearch()], maxSteps: 3 },
    coder: { skill: coder, tools: [...filesystem({ basePath: './src' })], maxSteps: 8 },
  },
})

工作原理​

配置 delegates 时，运行时会自动生成名为 delegate_<name> 的工具。父级 LLM 像调用其他工具一样调用它们。每个子智能体运行各自的 ReAct 循环并返回结果。

DelegateConfig​

interface DelegateConfig {
  skill: SkillDefinition     // required — the child's behavior
  tools?: ToolDefinition[]   // tools available to the child
  adapter?: AdapterFactory   // optional — different LLM per child
  maxSteps?: number          // default: 5
}

共享上下文​

const ctx = createSharedContext({ project: 'landing-page' })

runtime.run('Build it', { delegates: { ... }, sharedContext: ctx })

// Parent reads/writes
ctx.set('key', 'value')
ctx.get('key')

// Children get read-only view — set() is not available

子智能体隔离​

  • 全新消息 — 不含父级历史
  • 继承观察者 — 事件可在日志中可见
  • 无记忆 — 不共享父级记忆
  • 深度限制 — maxDelegationDepth 默认为 3

事件​

[10:00:01] => delegate:start researcher [depth=1] "Research quantum computing"
[10:00:03] <= delegate:end researcher (2100ms) "Found 3 papers on..."

相关​