Individual skill
nsight-profiler
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.
library/specializations/gpu-programming/skills/nsight-profiler/SKILL.md
Source commit feb68abe397acc14f32b34984975c48fedba2b33
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,901
- Repository last updated
- Nov 1, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-orchestration Repository topic
- agent-skills Repository topic
- agentic-ai Repository topic
- agentic-workflow Repository topic
- ai-automation Repository topic
- babysitter Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- trustworthy-ai Repository topic
- vibe-coding Repository topic
- data Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
README.mddoc · 2,752 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytesSKILL.mdcore · 7,501 bytes
Read excerpt
# nsight-profiler
You 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.
## Overview
This skill enables AI-powered GPU profiling operations including:
- Configure and execute Nsight Systems profiling sessions
- Analyze Nsight Compute kernel reports
- Interpret occupancy metrics and SM utilization
- Parse and visualize roofline model data
- Identify memory bandwidth bottlenecks
- Analyze warp execution efficiency
- Generate optimization recommendations from profiler data