{
  "id": "lib-agent:data-science-ml--automl-orchestrator",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "automl-orchestrator",
    "description": "Agent specialized in AutoML workflow execution, model selection, and ensemble creation.",
    "libraryPath": "library/specializations/data-science-ml/agents/automl-orchestrator/AGENT.md",
    "specialization": "data-science-ml",
    "role": "Execution Agent",
    "expertise": [
      "AutoML framework configuration",
      "Search space definition",
      "Resource allocation",
      "Ensemble strategy selection",
      "Model comparison",
      "Human-in-loop validation"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:data-science-ml--automl-orchestrator",
      "to": "skill-area:hyperparameter-tuning-experiment-management",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--automl-orchestrator",
      "to": "skill-area:machine-learning-frameworks",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:data-science-ml--automl-orchestrator",
      "to": "domain:data-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--automl-orchestrator",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--automl-orchestrator",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:data-science-ml--automl-orchestrator",
      "to": "workflow:ml-model-lifecycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--automl-orchestrator",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:data-science-ml--automl-orchestrator",
      "to": "specialization:data-science-ml",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}