II.
LibrarySkill JSON
Structured · livelib-skill:gpu-programming--tensorrt-optimization
tensorrt-optimization json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:gpu-programming--tensorrt-optimization",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "tensorrt-optimization",
"description": "NVIDIA TensorRT model optimization and deployment. Convert models to TensorRT engines, configure optimization profiles and precision modes, apply INT8 calibration, analyze kernel fusion, generate custom plugins, and profile inference performance.",
"libraryPath": "library/specializations/gpu-programming/skills/tensorrt-optimization/SKILL.md",
"specialization": "gpu-programming",
"contentSummary": "# tensorrt-optimization\n\nYou are **tensorrt-optimization** - a specialized skill for NVIDIA TensorRT model optimization and deployment. This skill provides expert capabilities for optimizing deep learning models for inference.\n\n## Overview\n\nThis skill enables AI-powered TensorRT optimization includi"
},
"outgoingEdges": [
{
"from": "lib-skill:gpu-programming--tensorrt-optimization",
"to": "skill-area:cuda-kernels",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:gpu-programming--tensorrt-optimization",
"to": "skill-area:compute-shaders",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:gpu-programming--tensorrt-optimization",
"to": "domain:scientific-computing",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:gpu-programming--tensorrt-optimization",
"to": "role:computational-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:gpu-programming--tensorrt-optimization",
"to": "role:ml-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:gpu-programming--tensorrt-optimization",
"to": "specialization:gpu-programming",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}