analyze-simd-usage
CommunityIdentify SIMD optimization opportunities in Mojo.
Software Engineering#code analysis#performance optimization#vectorization#mojo#high performance#ml#simd
Authormvillmow
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Manually identifying performance bottlenecks and opportunities for SIMD (Single Instruction Multiple Data) optimization in Mojo code is complex and requires deep profiling.
Core Features & Use Cases
- Hotspot Identification: Helps pinpoint performance-critical loops and element-wise operations on large arrays.
- Vectorization Potential: Analyzes code patterns to determine where SIMD can provide significant speedups (e.g., 4-16x).
- Use Case: When a Mojo tensor operation is identified as a performance bottleneck, use this skill to analyze the code and suggest specific SIMD vectorization strategies.
Quick Start
Use the analyze-simd-usage skill to find loops processing arrays or tensors in your Mojo files that could benefit from SIMD.
Dependency Matrix
Required Modules
grep
Components
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: analyze-simd-usage Download link: https://github.com/mvillmow/ProjectOdyssey/archive/main.zip#analyze-simd-usage Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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