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matlab-optimize-gpu-codegen

100 / 100 · Low risk

Fine to try.

By matlab/matlab-agentic-toolkit (GitHub) · coding · 1,291 stars · scanned at commit b58be81

Optimize MATLAB design files for GPU Coder to generate faster CUDA code. Iteratively profiles, rewrites, and benchmarks until performance targets are met or diagnostics are resolved. Use when asked to: optimize for GPU Coder, improve GPU codegen performance, profile generated GPU/CUDA code, profile GPU MEX, fix gpuPerformanceAnalyzer diagnostics, speed up GPU MEX, reduce GPU memory transfers, improve kernel parallelism, rewrite MATLAB for CUDA, or run gpuPerformanceAnalyzer.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'matlab-optimize-gpu-codegen' ] || [ -L ~/.agents/skills/'matlab-optimize-gpu-codegen' ]; then echo 'A skill folder named matlab-optimize-gpu-codegen already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/matlab/matlab-agentic-toolkit' "$d" && git -C "$d" checkout --quiet 'b58be8124631cccb03a67aa79dcef1c9720243e2' -- 'skills-catalog/code-generation/matlab-optimize-gpu-codegen' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills-catalog/code-generation/matlab-optimize-gpu-codegen' ~/.agents/skills/'matlab-optimize-gpu-codegen' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'matlab-optimize-gpu-codegen' ~/.claude/skills/'matlab-optimize-gpu-codegen' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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