{
  "id": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "clinical-operational-troubleshooting",
    "description": "Apply diagnostic reasoning to symptoms/problems, generating differential diagnoses and systematic elimination to identify root causes",
    "libraryPath": "library/specializations/domains/science/scientific-discovery/clinical-operational-troubleshooting.js",
    "specialization": "scientific-discovery",
    "example": "// Input: { symptoms: [\"high latency\", \"intermittent errors\"], context: { system: \"API gateway\" }, systemDescription: {...} }\n// Output: { diagnosis: { primary: \"...\", confidence: 0.85 }, differentialDiagnosis: [...], rootCauseAnalysis: {...} }",
    "usesAgents": [
      "diagnostic-specialist"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
      "to": "skill-area:deep-web-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
      "to": "domain:scientific-discovery",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
      "to": "specialization:scientific-research-methods",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--clinical-operational-troubleshooting",
      "to": "specialization:scientific-discovery",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}