{
  "id": "lib-process:ai-agents-conversational--multi-agent-system",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "multi-agent-system",
    "description": "Multi-Agent System Design and Implementation - Process for designing and implementing multi-agent systems\nwith coordination patterns (hierarchical, cooperative, competitive, sequential, parallel) and agent communication protocols.",
    "libraryPath": "library/specializations/ai-agents-conversational/multi-agent-system.js",
    "specialization": "ai-agents-conversational",
    "references": [
      "- CrewAI: https://docs.crewai.com/\n- AutoGen: https://microsoft.github.io/autogen/\n- LangGraph Multi-Agent: https://langchain-ai.github.io/langgraph/tutorials/multi_agent/\n- Multi-Agent Patterns: https://blog.langchain.dev/langgraph-multi-agent-workflows/"
    ],
    "example": "const result = await orchestrate('specializations/ai-agents-conversational/multi-agent-system', {\n  systemName: 'software-dev-team',\n  agents: ['architect', 'developer', 'tester', 'reviewer'],\n  coordinationPattern: 'hierarchical',\n  communicationProtocol: 'message-passing'\n});",
    "usesAgents": [
      "multi-agent-coordinator",
      "system-integrator"
    ],
    "usesSkills": [
      "system-prompt-templates",
      "crewai-agents",
      "autogen-conversation",
      "autogen-agent"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:ai-agents-conversational--multi-agent-system",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--multi-agent-system",
      "to": "workflow:agent-evaluation-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--multi-agent-system",
      "to": "specialization:ai-agents-conversational",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--multi-agent-system",
      "to": "lib-agent:ai-agents-conversational--multi-agent-coordinator",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}