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  "_file": "generated-library/agents.yaml",
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    "description": "Data-driven marketing measurement and optimization specialist",
    "libraryPath": "library/specializations/domains/business/marketing/agents/marketing-analytics-director/AGENT.md",
    "specialization": "marketing",
    "role": "VP of Marketing Analytics",
    "expertise": [
      "Multi-touch attribution modeling",
      "Marketing mix modeling",
      "Customer journey analytics",
      "Marketing ROI analysis",
      "Dashboard development",
      "A/B testing and experimentation",
      "Predictive analytics",
      "Customer lifetime value modeling"
    ]
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