How do I install the Perf Nsight Compute Analysis Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/perf-nsight-compute-analysis/SKILL.md and restart Claude Code. Both flows are detailed at https://claudskills.com/install/.

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

ClaudSkills / General / general-misc

Perf Nsight Compute Analysis

Category: General · Sub-category: general-misc · Last updated: 2026-05-25

type:debug

Analyze ncu (NVIDIA Nsight Compute) profiling output: SOL% bottleneck classification, roofline analysis, occupancy diagnosis, memory hierarchy analysis, warp stall analysis, metric interpretation, and programmatic .ncu-rep report analysis. NOT for kernel writing or code generation, Nsight Systems (nsys), host-side profiling, or system-level profiling.

From the source SKILL.md

NVIDIA Nsight Compute (ncu) profiles individual CUDA kernels to determine why they are slow and what to optimize. It measures GPU throughput as a percentage of theoretical peak (Speed of Light / SOL%), enabling systematic bottleneck classification and targeted optimization.

What this skill does

Perf Nsight Compute Analysis is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/perf-nsight-compute-analysis/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Perf Nsight Compute Analysis Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/perf-nsight-compute-analysis
curl -L https://claudskills.com/skills/perf-nsight-compute-analysis/SKILL.md \
  -o ~/.claude/skills/perf-nsight-compute-analysis/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/perf-nsight-compute-analysis/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/perf-nsight-compute-analysis/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\perf-nsight-compute-analysis\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

Source: https://github.com/NVIDIA/skills/blob/HEAD/skills/TensorRT-LLM/perf-nsight-compute-analysis/SKILL.md
Author: NVIDIA
Website: https://docs.nvidia.com/skills

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

NVIDIA. (2026). Perf Nsight Compute Analysis [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/perf-nsight-compute-analysis/

BibTeX

@misc{perf-nsight-compute-analysis-2026,
  author    = {NVIDIA},
  title     = {Perf Nsight Compute Analysis [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/perf-nsight-compute-analysis/}
}

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