{
  "id": "lib-process:gpu-programming--compute-shader-development",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "specializations/gpu-programming/compute-shader-development",
    "description": "Compute Shader Development - Process for developing compute shaders using graphics APIs\n(Vulkan, DirectX, Metal). Covers shader authoring, resource binding, and dispatch configuration.",
    "libraryPath": "library/specializations/gpu-programming/compute-shader-development.js",
    "specialization": "gpu-programming",
    "references": [
      "- Vulkan Compute Shaders: https://vulkan-tutorial.com/Compute_Shader",
      "- DirectCompute: https://learn.microsoft.com/en-us/windows/win32/direct3d11/direct3d-11-advanced-stages-compute-shader",
      "- Metal Compute: https://developer.apple.com/metal/"
    ],
    "example": "const result = await orchestrate('specializations/gpu-programming/compute-shader-development', {\n  shaderName: 'particle_simulation',\n  graphicsApi: 'vulkan',\n  operation: 'physics_update',\n  workgroupSize: [256, 1, 1]\n});",
    "usesAgents": [
      "graphics-compute-expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:gpu-programming--compute-shader-development",
      "to": "skill-area:cuda-kernels",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:gpu-programming--compute-shader-development",
      "to": "skill-area:compute-shaders",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:gpu-programming--compute-shader-development",
      "to": "skill-area:shader-programming",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:gpu-programming--compute-shader-development",
      "to": "domain:scientific-computing",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:gpu-programming--compute-shader-development",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:gpu-programming--compute-shader-development",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:gpu-programming--compute-shader-development",
      "to": "workflow:performance-profiling-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:gpu-programming--compute-shader-development",
      "to": "specialization:gpu-programming",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:gpu-programming--compute-shader-development",
      "to": "lib-agent:gpu-programming--graphics-compute-expert",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}