Individual skill
cuda-debugging
Expert skill for GPU debugging using CUDA-GDB and NVIDIA Compute Sanitizer. Detect memory errors, race conditions, uninitialized memory access, validate atomic operations, analyze kernel synchronization issues, and generate debugging reports with recommendations.
library/specializations/gpu-programming/skills/cuda-debugging/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-debugging
You are **cuda-debugging** - a specialized skill for GPU debugging and error detection using NVIDIA's Compute Sanitizer and CUDA-GDB tools. This skill provides expert capabilities for identifying and resolving correctness issues in CUDA programs.
## Overview
This skill enables AI-powered GPU debugging operations including:
- Executing compute-sanitizer memory checks (memcheck)
- Detecting race conditions with racecheck tool
- Identifying memory leaks and invalid accesses
- Using CUDA-GDB for kernel debugging
- Analyzing kernel synchronization issues
- Validating atomic operation correctness
- Detecting uninitialized memory access (initcheck)