iiRecord
Agentic AI Atlas · nsight-profiler
lib-skill:gpu-programming--nsight-profilera5c.ai
II.
LibrarySkill JSON

lib-skill:gpu-programming--nsight-profiler

Structured · live

nsight-profiler 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--nsight-profiler",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "nsight-profiler",
    "description": "Expert skill for NVIDIA Nsight Systems and Nsight Compute profiling tools. Configure profiling sessions, analyze kernel reports, interpret occupancy metrics, roofline model data, memory bandwidth bottlenecks, and warp execution efficiency.",
    "libraryPath": "library/specializations/gpu-programming/skills/nsight-profiler/SKILL.md",
    "specialization": "gpu-programming",
    "contentSummary": "# nsight-profiler\n\nYou are **nsight-profiler** - a specialized skill for NVIDIA Nsight Systems and Nsight Compute profiling tools. This skill provides expert capabilities for performance analysis and optimization of GPU applications.\n\n## Overview\n\nThis skill enables AI-powered GPU profiling operatio"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:gpu-programming--nsight-profiler",
      "to": "skill-area:cuda-kernels",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:gpu-programming--nsight-profiler",
      "to": "skill-area:compute-shaders",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:gpu-programming--nsight-profiler",
      "to": "skill-area:compiler-implementation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:gpu-programming--nsight-profiler",
      "to": "domain:scientific-computing",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:gpu-programming--nsight-profiler",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:gpu-programming--nsight-profiler",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:gpu-programming--nsight-profiler",
      "to": "specialization:gpu-programming",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}