{
  "id": "lib-agent:physics--physics-ml-developer",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "physics-ml-developer",
    "description": "Agent specialized in machine learning applications to physics problems",
    "libraryPath": "library/specializations/domains/science/physics/agents/physics-ml-developer/AGENT.md",
    "specialization": "physics",
    "role": "Data Analysis Agent",
    "expertise": [
      "ML problem formulation",
      "Physics datasets",
      "Model training and validation",
      "Physical interpretation",
      "ML systematics"
    ]
  },
  "outgoingEdges": [
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      "attributes": {
        "weight": 1
      }
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    {
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      "attributes": {
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      "to": "workflow:experiment-design",
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  "incomingEdges": [
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      "kind": "uses_agent",
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  ]
}