{
  "id": "lib-agent:marketing--ab-testing-specialist",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "ab-testing-specialist",
    "description": "Experimentation design and statistical analysis expert",
    "libraryPath": "library/specializations/domains/business/marketing/agents/ab-testing-specialist/AGENT.md",
    "specialization": "marketing",
    "role": "Experimentation Manager",
    "expertise": [
      "Experiment design (A/B, MVT)",
      "Hypothesis generation",
      "Sample size calculation",
      "Statistical significance analysis",
      "Conversion rate optimization",
      "Landing page testing",
      "Email testing",
      "Ad creative testing"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:marketing--ab-testing-specialist",
      "to": "skill-area:brand-strategy",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:marketing--ab-testing-specialist",
      "to": "skill-area:brand-positioning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
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    },
    {
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      "attributes": {
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    },
    {
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      "kind": "lib_applies_to_domain",
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    },
    {
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      "to": "role:marketing-manager",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
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    },
    {
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    },
    {
      "from": "lib-agent:marketing--ab-testing-specialist",
      "to": "workflow:brand-campaign-launch",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:marketing--ab-testing-specialist",
      "to": "specialization:marketing",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
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    }
  ],
  "incomingEdges": [
    {
      "from": "lib-process:digital-marketing--meta-ads-campaign",
      "to": "lib-agent:marketing--ab-testing-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
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  ]
}