ncu-cuda-profiling
CommunityOne-click CUDA profiling with full metrics
Authormaxiaosong1124
Version1.0.0
Installs0
System Documentation
What problem does it solve?
CUDA kernel performance profiling is often complex and manual; this Skill automates Nsight Compute data collection and persistent storage to simplify optimization workflows.
Core Features & Use Cases
- Automates full metrics collection for CUDA kernels with persistent storage of reports and CSV data.
- Produces AI-ready analysis summaries and actionable optimization guidance to identify bottlenecks such as DRAM, L1, SM, and occupancy.
- Use Case: A developer runs ncu on a kernel, stores the report, and later compares results to measure improvements across optimizations.
Quick Start
Run a complete profiling pass on your CUDA kernel using the built-in command to collect all metrics and save the results locally.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ncu-cuda-profiling Download link: https://github.com/maxiaosong1124/ncu-cuda-profiling-skill/archive/main.zip#ncu-cuda-profiling Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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