II.
SkillArea JSON
Structured · liveskill-area:socket-programming
Socket Programming json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:socket-programming",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-technical-depth.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Socket Programming",
"description": "Low-level socket APIs — TCP/UDP socket lifecycle, non-blocking I/O,\nmultiplexing (select, poll, epoll, kqueue, io_uring, IOCP),\nconnection management, and platform-specific networking quirks.\n",
"domains": [
"specialization:network-programming"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:socket-programming",
"to": "specialization:network-programming",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:socket-programming",
"to": "skill-area:protocol-design",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
}
],
"incomingEdges": [
{
"from": "skill-area:network-protocol-implementation",
"to": "skill-area:socket-programming",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "lib-agent:network-programming--hpc-network-expert",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:network-programming--load-balancer-expert",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:network-programming--network-analysis-expert",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:network-programming--network-architect",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:network-programming--network-security-expert",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:network-programming--network-testing-expert",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:network-programming--protocol-expert",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:network-programming--proxy-expert",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:network-programming--realtime-expert",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:network-programming--security-testing-expert",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--binary-protocol-parser",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--certificate-management",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--connection-pool",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--custom-protocol-design",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--event-driven-socket-handler",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--health-check-system",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--http-client-library",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--http-proxy-server",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--http-server",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--http2-server",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--layer4-load-balancer",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--layer7-load-balancer",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--load-testing-tool",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--message-framing",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--mtls-implementation",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--network-testing-framework",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--network-traffic-analyzer",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--packet-capture-analysis",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--protocol-dissector",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--protocol-fuzzer",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--protocol-state-machine",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--realtime-messaging-system",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--rest-api-client-generator",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--socks5-proxy",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--tcp-socket-server",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--tls-integration",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--transparent-proxy",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--udp-socket-server",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--websocket-client",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:network-programming--websocket-server",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--dns-protocol",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--event-loop",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--grpc-protocol",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--http-protocol",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--load-balancer",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--network-simulation",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--network-testing",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--packet-capture",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--protocol-fuzzer",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--protocol-parser",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--proxy-server",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--serialization",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--socket-programming",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--tls-security",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:network-programming--websocket",
"to": "skill-area:socket-programming",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "role:protocol-engineer",
"to": "skill-area:socket-programming",
"kind": "requires_expertise",
"attributes": {}
}
]
}