{
  "id": "lib-agent:decision-intelligence--predictive-analyst",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "predictive-analyst",
    "description": "Agent specialized in predictive model development, deployment, and business integration",
    "libraryPath": "library/specializations/domains/business/decision-intelligence/agents/predictive-analyst/AGENT.md",
    "specialization": "decision-intelligence",
    "role": "Execution Agent",
    "expertise": [
      "Use case definition",
      "Feature engineering",
      "Model selection and training",
      "Validation and testing",
      "Deployment planning",
      "Business process integration",
      "Model monitoring",
      "Retraining orchestration"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:decision-intelligence--predictive-analyst",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:decision-intelligence--predictive-analyst",
      "to": "skill-area:data-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:decision-intelligence--predictive-analyst",
      "to": "skill-area:quantitative-modeling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:decision-intelligence--predictive-analyst",
      "to": "domain:business-intelligence",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:decision-intelligence--predictive-analyst",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:decision-intelligence--predictive-analyst",
      "to": "role:data-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:decision-intelligence--predictive-analyst",
      "to": "role:analytics-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:decision-intelligence--predictive-analyst",
      "to": "specialization:decision-intelligence",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}