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Nvidia Cuda Kernel Performance Review

Category: General  ·  Sub-category: business-ops  ·  Last updated:
type:review
Use this skill when reviewing CUDA C/C++ kernel sources statically against NVIDIA's published performance guidance — global-memory coalescing, shared-memory bank conflicts, warp divergence, occupancy and register pressure, stream/event concurrency, kernel launch parameter selection. Trigger when the user asks whether a `.cu` or `.cuh` file follows NVIDIA's published performance and correctness guidance, or asks for the exact `nsight-compute` or `nsight-systems` invocation to run themselves.

What this skill does

Nvidia Cuda Kernel Performance Review is a community-contributed Claude Code skill in the business-ops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/nvidia-cuda-kernel-performance-review/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Nvidia Cuda Kernel Performance Review 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 69,000+ 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/nvidia-cuda-kernel-performance-review
curl -L https://claudskills.com/skills/nvidia-cuda-kernel-performance-review/SKILL.md \
  -o ~/.claude/skills/nvidia-cuda-kernel-performance-review/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/nvidia-cuda-kernel-performance-review/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/nvidia-cuda-kernel-performance-review/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\nvidia-cuda-kernel-performance-review\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

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Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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