{
  "id": "lib-skill:quantum-computing--qubo-formulator",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "qubo-formulator",
    "description": "QUBO (Quadratic Unconstrained Binary Optimization) formulation skill for optimization problems",
    "libraryPath": "library/specializations/domains/science/quantum-computing/skills/qubo-formulator/SKILL.md",
    "specialization": "quantum-computing",
    "contentSummary": "# QUBO Formulator\n\n## Purpose\n\nProvides expert guidance on formulating optimization problems as QUBO/Ising models for execution on quantum annealers and variational algorithms.\n\n## Capabilities\n\n- Problem encoding to QUBO/Ising\n- Constraint handling (penalty methods)\n- Variable reduction t"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:quantum-computing--qubo-formulator",
      "to": "skill-area:np-hard-heuristics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:quantum-computing--qubo-formulator",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:quantum-computing--qubo-formulator",
      "to": "skill-area:dynamic-programming",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:quantum-computing--qubo-formulator",
      "to": "domain:quantum-computing",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:quantum-computing--qubo-formulator",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:quantum-computing--qubo-formulator",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:quantum-computing--qubo-formulator",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:quantum-computing--qubo-formulator",
      "to": "specialization:quantum-computing",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}