{
  "id": "lib-process:quantum-computing--quantum-optimization-application",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "quantum-optimization-application",
    "description": "Develop quantum optimization applications for combinatorial problems including\nportfolio optimization, vehicle routing, and scheduling using QAOA or quantum annealing.",
    "libraryPath": "library/specializations/domains/science/quantum-computing/quantum-optimization-application.js",
    "specialization": "quantum-computing",
    "example": "const result = await orchestrate('quantum-optimization-application', {\n  problemType: 'portfolio_optimization',\n  problemData: { assets: [...], constraints: {...} }\n});",
    "usesAgents": [
      "quantum-optimization-engineer"
    ]
  },
  "outgoingEdges": [
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      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:quantum-computing--quantum-optimization-application",
      "to": "skill-area:compiler-implementation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:quantum-computing--quantum-optimization-application",
      "to": "skill-area:language-design",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:quantum-computing--quantum-optimization-application",
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      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:quantum-computing--quantum-optimization-application",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:quantum-computing--quantum-optimization-application",
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      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:quantum-computing--quantum-optimization-application",
      "to": "specialization:quantum-computing",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:quantum-computing--quantum-optimization-application",
      "to": "lib-agent:quantum-computing--quantum-optimization-engineer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}