II.
Specialization JSON
Structured · livespecialization:mechanical-engineering
Mechanical Engineering json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:mechanical-engineering",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-library-match.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Mechanical Engineering",
"description": "Mechanical design, thermodynamics, and manufacturing engineering workflows.\nCovers CAD/CAM, FEA simulation, HVAC systems, and product lifecycle\nmanagement from concept through production.\n"
},
"outgoingEdges": [
{
"from": "specialization:mechanical-engineering",
"to": "domain:mechanical-engineering",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:additive-manufacturing-3d-printing",
"to": "specialization:mechanical-engineering",
"kind": "contains"
},
{
"from": "domain:consumer-electronics",
"to": "specialization:mechanical-engineering",
"kind": "contains"
},
{
"from": "domain:mechanical-engineering",
"to": "specialization:mechanical-engineering",
"kind": "contains"
},
{
"from": "skill-area:computational-geometry",
"to": "specialization:mechanical-engineering",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-agent:mechanical-engineering--additive-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--cam-machining-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--design-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--gdt-tolerance-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--hvac-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--manufacturing-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--materials-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--pressure-equipment-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--quality-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--structural-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--systems-engineering-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--test-validation-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--thermal-fluids-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--vibration-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:mechanical-engineering--welding-specialist",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--additive-manufacturing",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--cad-model-development",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--cfd-analysis",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--cnc-programming",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--conceptual-design-trade-study",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--design-review-process",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--dfm-review",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--dynamics-vibration-analysis",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--engineering-change-management",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--failure-analysis",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--fatigue-life-prediction",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--fea-setup-execution",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--first-article-inspection",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--gdt-drawing-creation",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--heat-exchanger-design",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--hvac-system-design",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--manufacturing-process-planning",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--material-selection",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--material-testing",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--nonlinear-structural-analysis",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--prototype-testing",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--requirements-analysis",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--stress-deflection-analysis",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--test-plan-development",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--thermal-management-design",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:mechanical-engineering--welding-procedure-qualification",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--additive-manufacturing",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--cad-modeling",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--cfd-fluids",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--change-management",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--cnc-programming",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--design-review",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--dfm-review",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--fai-inspection",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--failure-analysis",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--fatigue-analysis",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--fea-structural",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--gdt-drawing",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--heat-exchanger-design",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--hvac-design",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--material-selection",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--material-testing",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--mechanism-design",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--piping-stress",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--pressure-vessel",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--process-planning",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--requirements-flowdown",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--test-correlation",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--test-planning",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--thermal-analysis",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--tolerance-stackup",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--trade-study",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--vibration-analysis",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:mechanical-engineering--welding-qualification",
"to": "specialization:mechanical-engineering",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "page:library-mechanical-engineering",
"to": "specialization:mechanical-engineering",
"kind": "documents"
}
]
}