{
  "id": "lib-agent:data-science-ml--integration-tester",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "integration-tester",
    "description": "Agent specialized in ML system integration testing, E2E validation, and performance testing.",
    "libraryPath": "library/specializations/data-science-ml/agents/integration-tester/AGENT.md",
    "specialization": "data-science-ml",
    "role": "Validation Agent",
    "expertise": [
      "Test scenario design",
      "E2E test execution",
      "Performance benchmark running",
      "Resilience testing",
      "Coverage analysis",
      "Test reporting"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:data-science-ml--integration-tester",
      "to": "skill-area:ml-pipeline-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--integration-tester",
      "to": "skill-area:model-validation-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:data-science-ml--integration-tester",
      "to": "domain:data-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--integration-tester",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
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      "to": "role:qa-engineer",
      "kind": "lib_involves_role",
      "attributes": {
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      }
    },
    {
      "from": "lib-agent:data-science-ml--integration-tester",
      "to": "workflow:ml-model-lifecycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-science-ml--integration-tester",
      "to": "specialization:data-science-ml",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "lib-process:shared--top-down",
      "to": "lib-agent:data-science-ml--integration-tester",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--plan-and-execute-agent",
      "to": "lib-agent:data-science-ml--integration-tester",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:devops-sre-platform--iac-implementation",
      "to": "lib-agent:data-science-ml--integration-tester",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ]
}