cuda-skill

Search local NVIDIA CUDA documentation for PTX and API references.

154|18|Updated Mar 1, 2026
One-click install
npx skills add https://github.com/slowlyC/agent-gpu-skills --skill cuda-skill-slowlyc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cuda-skill
Source: https://github.com/slowlyC/agent-gpu-skills/tree/main/cuda_skill
Command: npx skills add https://github.com/slowlyC/agent-gpu-skills --skill cuda-skill-slowlyc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

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.

Frequently Asked Questions about cuda-skill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search CUDA documentation for PTX instruction syntax without internet access?

Offline CUDA documentation search queries locally stored PTX ISA 9.1 and CUDA API reference files to retrieve exact instruction syntax and usage constraints without external internet connectivity or manual PDF navigation.

What is the best way to look up CUDA Runtime API error codes and device properties?

Looking up CUDA Runtime API error codes and device properties uses full-text search across local CUDA Runtime and Driver API 13.1 markdown files to provide deterministic, instant access to authoritative reference material.

How do I find profiling workflows for Nsight Compute and Nsight Systems?

Finding profiling workflows for Nsight Compute and Nsight Systems involves searching structured local documentation covering nsys and ncu tools to debug memory errors and optimize kernel performance.

Does this CUDA documentation search cover architecture-specific features for Hopper and Blackwell GPUs?

Yes, CUDA documentation search covers architecture-specific features for Ampere, Hopper, and Blackwell GPUs, including WGMMA instructions and TMA swizzling modes for sm_90 GPUs found in the local PTX ISA documentation.

Can I use this to search the CUDA Best Practices Guide for memory management patterns?

Yes, you can search the CUDA Best Practices Guide for memory management patterns because the locally stored documentation includes hundreds of markdown files covering memory management, debugging workflows, and kernel optimization techniques.

Why use local CUDA documentation search instead of navigating NVIDIA PDFs manually?

Using local CUDA documentation search eliminates manual PDF navigation by providing instant full-text search across PTX ISA, CUDA APIs, and profiling tool docs to ensure deterministic offline access to authoritative reference material.