What problem does it solve?
This Skill eliminates the need to manually search through scattered NVIDIA PDFs and online documentation for CUDA development. It provides instant, full-text search across locally stored PTX ISA 9.1, CUDA Runtime/Driver API 13.1, Programming Guide v13.1, Best Practices Guide, Nsight Compute, and Nsight Systems documentation directly from your AI agent.
Core Features & Use Cases
- Comprehensive Local Search: Query hundreds of markdown files covering PTX instructions, CUDA APIs, error codes, device properties, memory management, and profiling tools.
- Debugging & Optimization Workflows: Follow structured workflows for compute-sanitizer, cuda-gdb, nsys, and ncu to debug memory errors and optimize kernel performance.
- Use Case: When implementing a Hopper-specific kernel using WGMMA instructions, search the local PTX docs for exact register fragment layouts and TMA swizzling modes without leaving your development environment.
Quick Start
Use the cuda-skill skill to search the local documentation for the exact syntax and usage constraints of the wgmma.mma_async PTX instruction on sm_90 GPUs.