II.
Specialization JSON
Structured · livespecialization:travel
Travel json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:travel",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-library-match.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Travel",
"description": "Travel technology and operations covering booking systems, dynamic packaging,\nloyalty programs, and traveler personalization. Includes GDS integration,\ncontent aggregation, and travel experience optimization.\n"
},
"outgoingEdges": [
{
"from": "specialization:travel",
"to": "domain:travel",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:travel",
"to": "specialization:travel",
"kind": "contains"
},
{
"from": "skill-area:travel-itinerary-planning",
"to": "specialization:travel",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "lib-agent:travel--data-quality-inspector",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:travel--itinerary-narrator",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:travel--open-data-scout",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:travel--python-etl-engineer",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:travel--sql-query-composer",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:travel--sqlite-schema-architect",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:travel--stopover-strategist",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:travel--traveler-profiler",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:travel--trip-scope-planner",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:travel--flight-dataset-build",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:travel--travel-plan-compose",
"to": "specialization:travel",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "page:library-travel",
"to": "specialization:travel",
"kind": "documents"
}
]
}