II.
SkillArea JSON
Structured · liveskill-area:profiling-memory
Memory Profiling json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:profiling-memory",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-networking-perf.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Memory Profiling",
"description": "Heap profilers, allocation tracking, leak detection, and\nGC-pressure analysis across runtimes.\n",
"domains": [
"specialization:performance-optimization"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:profiling-memory",
"to": "specialization:performance-optimization",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
}
],
"incomingEdges": [
{
"from": "skill-area:performance-monitoring-profiling",
"to": "skill-area:profiling-memory",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:memory-management-systems",
"to": "skill-area:profiling-memory",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "lib-agent:desktop-development--performance-test-engineer",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:programming-languages--memory-management-expert",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--garbage-collection-tuning",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:performance-optimization--memory-leak-detection",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:performance-optimization--memory-profiling-analysis",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:programming-languages--garbage-collector-implementation",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:desktop-development--memory-leak-detector",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:performance-optimization--memlab-analysis",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:performance-optimization--nodejs-profiling",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:programming-languages--garbage-collection",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:programming-languages--memory-allocator",
"to": "skill-area:profiling-memory",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "role:debugger",
"to": "skill-area:profiling-memory",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:performance-engineer",
"to": "skill-area:profiling-memory",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "workflow:memory-leak-investigation",
"to": "skill-area:profiling-memory",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:kernel-module-review",
"to": "skill-area:profiling-memory",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:systems-memory-safety-audit",
"to": "skill-area:profiling-memory",
"kind": "requires_skill_area",
"attributes": {}
}
]
}