{
  "id": "lib-process:materials-science--failure-analysis",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "failure-analysis",
    "description": "Root Cause Failure Analysis - Conduct systematic failure analysis including visual examination,\nfractography, metallography, chemical analysis, and root cause determination.",
    "libraryPath": "library/specializations/domains/science/materials-science/failure-analysis.js",
    "specialization": "materials-science",
    "references": [
      "- ASM Handbook Vol. 11: Failure Analysis and Prevention\n- ASTM E2332: Standard Practice for Investigation and Analysis of Physical Component Failures\n- ISO 5817: Welding - Fusion-welded joints in steel - Quality levels for imperfections"
    ],
    "example": "const result = await orchestrate('domains/science/materials-science/failure-analysis', {\n  caseId: 'FA-2024-001',\n  component: 'turbine-blade',\n  failureType: 'fatigue',\n  serviceConditions: { temperature: 650, hours: 15000 }\n});",
    "usesAgents": [
      "failure-analyst",
      "visual-examiner",
      "nde-specialist",
      "fractographer",
      "metallographer",
      "chemical-analyst",
      "mechanical-tester",
      "service-analyst",
      "root-cause-analyst",
      "recommendations-analyst",
      "technical-writer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:materials-science--failure-analysis",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:materials-science--failure-analysis",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:materials-science--failure-analysis",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:materials-science--failure-analysis",
      "to": "domain:materials-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:materials-science--failure-analysis",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:materials-science--failure-analysis",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:materials-science--failure-analysis",
      "to": "specialization:materials-science",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:materials-science--failure-analysis",
      "to": "lib-agent:scientific-discovery--root-cause-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:materials-science--failure-analysis",
      "to": "lib-agent:meta--technical-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}