II.
Specialization JSON
Structured · livespecialization:backend-development
specialization:backend-development json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:backend-development",
"_kind": "Specialization",
"_file": "domain/specializations/spec-tool-bridges.yaml",
"_cluster": "domain",
"attributes": {},
"outgoingEdges": [
{
"from": "specialization:backend-development",
"to": "framework:django",
"kind": "uses_framework"
},
{
"from": "specialization:backend-development",
"to": "framework:fastapi",
"kind": "uses_framework"
},
{
"from": "specialization:backend-development",
"to": "framework:nestjs",
"kind": "uses_framework"
},
{
"from": "specialization:backend-development",
"to": "framework:rails",
"kind": "uses_framework"
},
{
"from": "specialization:backend-development",
"to": "framework:flask",
"kind": "uses_framework"
},
{
"from": "specialization:backend-development",
"to": "tool:docker",
"kind": "uses_tool"
},
{
"from": "specialization:backend-development",
"to": "domain:backend",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "skill-area:gRPC-service-design",
"to": "specialization:backend-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:API-rate-limiting-design",
"to": "specialization:backend-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:webhook-reliability",
"to": "specialization:backend-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:database-migration",
"to": "specialization:backend-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:connection-pool-tuning",
"to": "specialization:backend-development",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:backend-api-design",
"to": "specialization:backend-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:backend-data-persistence",
"to": "specialization:backend-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:backend-auth",
"to": "specialization:backend-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:backend-async-processing",
"to": "specialization:backend-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "lib-skill:backend-development--backend-async-processing",
"to": "specialization:backend-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:backend-development--background-job-processing",
"to": "specialization:backend-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:backend-development--database-drivers-connectors",
"to": "specialization:backend-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:backend-development--email-notification-delivery",
"to": "specialization:backend-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:backend-development--growing-outside-in-systems",
"to": "specialization:backend-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:backend-development--rust-async-runtime",
"to": "specialization:backend-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:backend-development--webhook-verification",
"to": "specialization:backend-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "page:library-backend-development",
"to": "specialization:backend-development",
"kind": "documents"
}
]
}