{
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  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-game-gpu.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "CUDA Profiling",
    "description": "Profiling CUDA workloads with Nsight Systems / Compute — kernel\ntiming, occupancy, memory throughput, and roofline analysis.\n",
    "domains": [
      "specialization:gpu-programming",
      "specialization:performance-optimization"
    ],
    "expertiseLevels": [
      "expert"
    ]
  },
  "outgoingEdges": [
    {
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      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:shader-programming",
      "to": "skill-area:profiling-cuda",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
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    {
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    },
    {
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    {
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}