{
  "id": "skill-area:scalability-testing",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/curated-ml-data-agent-task-skill-areas.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Scalability Testing",
    "description": "Testing how systems behave as data size or traffic grows - scaling\ncurves, saturation points, bottlenecks, and step-change thresholds.\n",
    "domains": [
      "specialization:qa-testing-automation",
      "specialization:performance-optimization"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:scalability-testing",
      "to": "specialization:qa-testing-automation",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:scalability-testing",
      "to": "specialization:performance-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:scalability-testing",
      "to": "skill-area:load-testing",
      "kind": "requires_skill_area"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:component-testing",
      "to": "skill-area:scalability-testing",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "lib-process:software-architecture--quality-attributes-workshop",
      "to": "skill-area:scalability-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:software-architecture--load-test-generator",
      "to": "skill-area:scalability-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    }
  ]
}