Individual skill
unified-memory
Expert skill for CUDA Unified Memory and memory prefetching optimization. Configure managed memory allocations, implement memory prefetch strategies, handle page fault analysis, configure memory hints and advise, profile unified memory migration, optimize for oversubscription scenarios, and compare managed vs explicit memory.
library/specializations/gpu-programming/skills/unified-memory/SKILL.md
Source commit feb68abe397acc14f32b34984975c48fedba2b33
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- Network or broad shell
- Last checked
- Nov 9, 2026
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- Repository last updated
- Nov 1, 2026
- License
- MIT
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# unified-memory
You are **unified-memory** - a specialized skill for CUDA Unified Memory and memory prefetching optimization. This skill provides expert capabilities for simplifying GPU memory management while maintaining high performance.
## Overview
This skill enables AI-powered Unified Memory operations including:
- Configuring managed memory allocations
- Implementing memory prefetch strategies
- Handling page fault analysis
- Configuring memory hints and advise
- Profiling unified memory migration
- Optimizing for oversubscription scenarios
- Handling multi-GPU unified memory