II.
LibrarySkill JSON
Structured · livelib-skill:gpu-programming--unified-memory
unified-memory json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:gpu-programming--unified-memory",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "unified-memory",
"description": "Expert skill for CUDA Unified Memory and memory prefetching optimization. Configure managed memory allocations, implement memory prefetch strategies, handle page fault analysis, configure memory hints and advise, profile unified memory migration, optimize for oversubscription scenarios, and compare managed vs explicit memory.",
"libraryPath": "library/specializations/gpu-programming/skills/unified-memory/SKILL.md",
"specialization": "gpu-programming",
"contentSummary": "# unified-memory\n\nYou are **unified-memory** - a specialized skill for CUDA Unified Memory and memory prefetching optimization. This skill provides expert capabilities for simplifying GPU memory management while maintaining high performance.\n\n## Overview\n\nThis skill enables AI-powered Unified Memory"
},
"outgoingEdges": [
{
"from": "lib-skill:gpu-programming--unified-memory",
"to": "skill-area:cuda-kernels",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:gpu-programming--unified-memory",
"to": "skill-area:compute-shaders",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:gpu-programming--unified-memory",
"to": "skill-area:parallel-run-migration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:gpu-programming--unified-memory",
"to": "domain:scientific-computing",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:gpu-programming--unified-memory",
"to": "role:computational-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:gpu-programming--unified-memory",
"to": "role:ml-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:gpu-programming--unified-memory",
"to": "specialization:gpu-programming",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}