II.
Specialization JSON
Structured · livespecialization:ad-serving
specialization:ad-serving json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:ad-serving",
"_kind": "Specialization",
"_file": "domain/specializations/spec-tool-bridges.yaml",
"_cluster": "domain",
"attributes": {},
"outgoingEdges": [
{
"from": "specialization:ad-serving",
"to": "tool:segment",
"kind": "uses_tool"
},
{
"from": "specialization:ad-serving",
"to": "tool:google-analytics",
"kind": "uses_tool"
},
{
"from": "specialization:ad-serving",
"to": "domain:advertising-tech",
"kind": "specializes"
},
{
"from": "specialization:ad-serving",
"to": "skill-area:real-time-analytics",
"kind": "contains"
},
{
"from": "specialization:ad-serving",
"to": "skill-area:stream-processing-design",
"kind": "contains"
},
{
"from": "specialization:ad-serving",
"to": "skill-area:API-rate-limiting-design",
"kind": "contains"
},
{
"from": "specialization:ad-serving",
"to": "skill-area:user-segmentation",
"kind": "contains"
},
{
"from": "specialization:ad-serving",
"to": "skill-area:attribution-modeling",
"kind": "contains"
}
],
"incomingEdges": []
}