{
  "id": "lib-agent:data-science-ml--experiment-designer",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "experiment-designer",
    "description": "Agent specialized in experiment design, hypothesis formulation, and statistical testing plans.",
    "libraryPath": "library/specializations/data-science-ml/agents/experiment-designer/AGENT.md",
    "specialization": "data-science-ml",
    "role": "Planning Agent",
    "expertise": [
      "Hypothesis formulation",
      "Sample size calculation",
      "Test design (A/B, multi-arm bandit)",
      "Statistical power analysis",
      "Metric selection",
      "Bias prevention"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:data-science-ml--experiment-designer",
      "to": "skill-area:data-science-experimentation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--experiment-designer",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:data-science-ml--experiment-designer",
      "to": "domain:data-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--experiment-designer",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--experiment-designer",
      "to": "role:data-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:data-science-ml--experiment-designer",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--experiment-designer",
      "to": "workflow:ml-model-lifecycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:data-science-ml--experiment-designer",
      "to": "specialization:data-science-ml",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "lib-process:shared--hypothesis-driven-development",
      "to": "lib-agent:data-science-ml--experiment-designer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:industrial-engineering--discrete-event-simulation",
      "to": "lib-agent:data-science-ml--experiment-designer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ]
}