{
  "id": "skill-area:usability-testing",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/curated-testing-data-ml-skill-areas.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Usability Testing",
    "description": "Evaluating whether interfaces are understandable and efficient - task\ncompletion, friction points, learnability, and user feedback patterns.\n",
    "domains": [
      "specialization:qa-testing-automation",
      "specialization:ux-ui-design"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
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      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
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      "to": "specialization:ux-ui-design",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:component-testing",
      "to": "skill-area:usability-testing",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "lib-agent:desktop-development--desktop-ux-analyst",
      "to": "skill-area:usability-testing",
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      "attributes": {
        "weight": 0.7
      }
    },
    {
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      "attributes": {
        "weight": 0.5
      }
    },
    {
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      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:ux-ui-design--survey-design",
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      "attributes": {
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    },
    {
      "from": "lib-agent:ux-ui-design--usability-heuristics-evaluator",
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      "attributes": {
        "weight": 1
      }
    },
    {
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    },
    {
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      "attributes": {
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    },
    {
      "from": "lib-skill:arts-culture--accessibility-compliance",
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}