iiRecord
Agentic AI Atlas · tensorrt-optimization
lib-skill:gpu-programming--tensorrt-optimizationa5c.ai
II.
LibrarySkill JSON

lib-skill:gpu-programming--tensorrt-optimization

Structured · live

tensorrt-optimization json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "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": []
}