II.
Domain JSON
Structured · livedomain:systems-programming
Systems Programming json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "domain:systems-programming",
"_kind": "Domain",
"_file": "domain/domains/systems-programming.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Systems Programming",
"description": "The Systems Programming domain — low-level software close to the\nhardware or kernel: operating systems, device drivers, async runtimes,\nmemory and concurrency primitives, network stacks, and language\nruntimes. Languages typical of the domain include C, C++, Rust, Zig,\nand Go.\n"
},
"outgoingEdges": [
{
"from": "domain:systems-programming",
"to": "specialization:rust-systems",
"kind": "contains"
}
],
"incomingEdges": [
{
"from": "language:assembly-arm",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {}
},
{
"from": "language:assembly-x86",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {}
},
{
"from": "language:nim",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {}
},
{
"from": "role:embedded-engineer",
"to": "domain:systems-programming",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "skill-area:rust-async-runtime",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:kernel-development",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:device-driver-development",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:bootloader-development",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:RTOS-development",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:memory-management-systems",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:filesystem-design",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:network-protocol-implementation",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:tcp-ip-stack",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:WebAssembly-integration",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "specialization:operating-systems",
"to": "domain:systems-programming",
"kind": "specializes"
},
{
"from": "stack-profile:ocaml-web-backend",
"to": "domain:systems-programming",
"kind": "applies_to"
},
{
"from": "stack-profile:zig-systems-service",
"to": "domain:systems-programming",
"kind": "applies_to"
},
{
"from": "stack-profile:nim-microservice",
"to": "domain:systems-programming",
"kind": "applies_to"
},
{
"from": "tool-server:mcp-bazel",
"to": "domain:systems-programming",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "lib-skill:backend-development--rust-async-runtime",
"to": "domain:systems-programming",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:performance-optimization--branch-prediction",
"to": "domain:systems-programming",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:performance-optimization--lock-free-data-structures",
"to": "domain:systems-programming",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:performance-optimization--network-buffers",
"to": "domain:systems-programming",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:performance-optimization--simd",
"to": "domain:systems-programming",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "role:kernel-developer",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {}
},
{
"from": "role:compiler-engineer",
"to": "domain:systems-programming",
"kind": "applies_to",
"attributes": {}
},
{
"from": "workflow:kernel-module-review",
"to": "domain:systems-programming",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:systems-memory-safety-audit",
"to": "domain:systems-programming",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:abi-compatibility-validation",
"to": "domain:systems-programming",
"kind": "applies_to_domain",
"attributes": {}
}
]
}