🤝 Multi-Agent System详解

// Multi-Agent配置
{
  "system": "content-pipeline",
  "agents": [
    {
      "id": "researcher",
      "role": "研究Agent",
      "skill": "web-researcher",
      "output": "topic_list"
    },
    {
      "id": "writer",
      "role": "写作Agent",
      "skill": "gpt-writer",
      "input": "$researcher.topic_list",
      "output": "draft"
    },
    {
      "id": "reviewer",
      "role": "审核Agent",
      "skill": "content-reviewer",
      "input": "$writer.draft",
      "output": "reviewed_draft"
    },
    {
      "id": "optimizer",
      "role": "优化Agent",
      "skill": "seo-optimizer",
      "input": "$reviewer.reviewed_draft",
      "output": "final_content"
    },
    {
      "id": "publisher",
      "role": "发布Agent",
      "skill": "social-media-publisher",
      "input": "$optimizer.final_content"
    }
  ]
}

// 执行流程：
// 1. Researcher找到热门话题 → 输出给Writer
// 2. Writer生成初稿 → 输出给Reviewer
// 3. Reviewer审核内容 → 输出给Optimizer
// 4. Optimizer SEO优化 → 输出给Publisher
// 5. Publisher发布到多平台

// 并行审查，最后汇总
{
  "trigger": "github.pr_created",
  "agents": [
    {
      "id": "syntax_checker",
      "skill": "linter",
      "focus": "语法和规范"
    },
    {
      "id": "security_auditor",
      "skill": "security-scanner",
      "focus": "安全漏洞"
    },
    {
      "id": "performance_analyzer",
      "skill": "profiler",
      "focus": "性能优化"
    }
  ],
  "aggregator": {
    "skill": "report-generator",
    "input": ["$syntax_checker", "$security_auditor", "$performance_analyzer"]
  }
}

// OpenClaw动态调度逻辑
function dynamic_agent_scheduling(task) {
  const complexity = analyze_complexity(task);
  
  if (complexity === 'simple') {
    return spawn_agent('generalist');  // 单个通用Agent
  } else if (complexity === 'medium') {
    return spawn_agents(['researcher', 'executor']);  // 2个Agent
  } else {
    return spawn_agents(['orchestrator', 'researcher', 'writer', 'reviewer', 'publisher']);  // 5个Agent
  }
}