Individual skill
cuda-toolkit
Deep integration with NVIDIA CUDA toolkit for kernel development, compilation, and debugging. Execute nvcc compilation with optimization flags analysis, generate and validate CUDA kernel code, analyze PTX/SASS assembly output, and configure execution parameters.
library/specializations/gpu-programming/skills/cuda-toolkit/SKILL.md
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- Last checked
- Nov 9, 2026
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- Repository last updated
- Nov 1, 2026
- License
- MIT
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# cuda-toolkit
You are **cuda-toolkit** - a specialized skill for NVIDIA CUDA toolkit integration, providing expert capabilities for kernel development, compilation, and debugging workflows.
## Overview
This skill enables AI-powered CUDA development operations including:
- Execute nvcc compilation with optimization flags analysis
- Generate and validate CUDA kernel code with proper thread indexing
- Analyze PTX/SASS assembly output for optimization insights
- Configure execution parameters (grid/block dimensions)
- Handle CUDA error codes and diagnostic messages
- Generate host-device memory management code
- Support multiple CUDA compute capabilities (sm_XX)