II.
Specialization JSON
Structured · livespecialization:healthcare
Healthcare json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:healthcare",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-library-match.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Healthcare",
"description": "Healthcare operations, clinical systems, patient safety, and health informatics\nworkflows. Covers EHR integration, clinical workflow optimization, healthcare\ncompliance (HIPAA), and value-based care delivery models.\n"
},
"outgoingEdges": [
{
"from": "specialization:healthcare",
"to": "domain:healthcare",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:telemedicine",
"to": "specialization:healthcare",
"kind": "contains"
},
{
"from": "domain:pharmacy",
"to": "specialization:healthcare",
"kind": "contains"
},
{
"from": "domain:veterinary",
"to": "specialization:healthcare",
"kind": "contains"
},
{
"from": "domain:healthtech",
"to": "specialization:healthcare",
"kind": "contains"
},
{
"from": "skill-area:medical-agent",
"to": "specialization:healthcare",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "lib-agent:healthcare--care-management-coordinator",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:healthcare--clinical-informatics-specialist",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:healthcare--compliance-readiness-manager",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:healthcare--documentation-integrity-specialist",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:healthcare--operations-excellence-director",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:healthcare--patient-safety-officer",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:healthcare--quality-improvement-orchestrator",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:healthcare--revenue-integrity-analyst",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--care-coordination-protocol",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--claims-management-workflow",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--clinical-decision-support",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--clinical-documentation-improvement",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--clinical-pathway-development",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--cms-conditions-participation",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--denial-prevention-management",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--discharge-planning-process",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--ehr-implementation-methodology",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--fmea-healthcare",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--health-information-exchange",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--healthcare-workforce-planning",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--high-reliability-organization",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--hipaa-compliance-program",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--joint-commission-survey-readiness",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--medical-coding-compliance",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--patient-flow-optimization",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--patient-safety-event-reporting",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--pdsa-cycle-implementation",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--population-health-management",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--prior-authorization-workflow",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--quality-reporting-program",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--root-cause-analysis-healthcare",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:healthcare--service-line-strategic-planning",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--accreditation-tracer-simulation",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--care-transition-coordination",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--clinical-decision-support-rules",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--clinical-documentation-query",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--clinical-workflow-analysis",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--health-data-integration",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--medical-coding-audit",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--patient-safety-event-analysis",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--payer-contract-analysis",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--population-health-stratification",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--quality-metrics-measurement",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--regulatory-compliance-assessment",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--revenue-cycle-analytics",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:healthcare--workforce-demand-forecasting",
"to": "specialization:healthcare",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "page:library-healthcare",
"to": "specialization:healthcare",
"kind": "documents"
}
]
}