II.
Specialization JSON
Structured · livespecialization:fraud-prevention
specialization:fraud-prevention json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:fraud-prevention",
"_kind": "Specialization",
"_file": "domain/specializations/spec-tool-bridges.yaml",
"_cluster": "domain",
"attributes": {},
"outgoingEdges": [
{
"from": "specialization:fraud-prevention",
"to": "library:scikit-learn",
"kind": "uses_library"
},
{
"from": "specialization:fraud-prevention",
"to": "tool:datadog",
"kind": "uses_tool"
},
{
"from": "specialization:fraud-prevention",
"to": "domain:fintech",
"kind": "specializes"
},
{
"from": "specialization:fraud-prevention",
"to": "skill-area:feature-engineering",
"kind": "contains"
},
{
"from": "specialization:fraud-prevention",
"to": "skill-area:real-time-analytics",
"kind": "contains"
},
{
"from": "specialization:fraud-prevention",
"to": "skill-area:stream-processing-design",
"kind": "contains"
},
{
"from": "specialization:fraud-prevention",
"to": "skill-area:threat-detection",
"kind": "contains"
},
{
"from": "specialization:fraud-prevention",
"to": "skill-area:risk-assessment",
"kind": "contains"
}
],
"incomingEdges": []
}