Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Optimize CUDA/GPU simulation code using NVIDIA Nsight Systems (nsys) profiling. Use this skill whenever the user mentions performance problems, slow simulations, profiling, nsys, Nsight Systems, kernel optimization, GPU bottlenecks, or wants to speed up CUDA code. Also trigger when the user compares two scenes and one is unexpectedly slower, or asks "why is this slow?" about GPU code. This skill covers the full optimization loop: profiling, bottleneck diagnosis, targeted optimization, verification, and iterative measurement.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 7d6db7d9f76f148696038bb6eef4ade7914873f677c07f2b4a0e384336d14d19
About this listing
- Category
- General
- Reported license
- MIT
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.