{
  "id": "lib-process:quantum-computing--variational-algorithm-implementation",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "variational-algorithm-implementation",
    "description": "Implement and tune variational quantum algorithms including VQE (Variational\nQuantum Eigensolver) and QAOA (Quantum Approximate Optimization Algorithm) for optimization\nand chemistry applications.",
    "libraryPath": "library/specializations/domains/science/quantum-computing/variational-algorithm-implementation.js",
    "specialization": "quantum-computing",
    "example": "const result = await orchestrate('variational-algorithm-implementation', {\n  problemType: 'optimization',\n  algorithmType: 'QAOA',\n  problemDefinition: { qubo: [[1, -1], [-1, 2]], numLayers: 3 }\n});",
    "usesAgents": [
      "variational-algorithm-specialist"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:quantum-computing--variational-algorithm-implementation",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:quantum-computing--variational-algorithm-implementation",
      "to": "skill-area:compiler-implementation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:quantum-computing--variational-algorithm-implementation",
      "to": "skill-area:language-design",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:quantum-computing--variational-algorithm-implementation",
      "to": "domain:quantum-computing",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:quantum-computing--variational-algorithm-implementation",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:quantum-computing--variational-algorithm-implementation",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:quantum-computing--variational-algorithm-implementation",
      "to": "specialization:quantum-computing",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:quantum-computing--variational-algorithm-implementation",
      "to": "lib-agent:quantum-computing--variational-algorithm-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}