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performance-profiling

95 / 100 · Low risk

Fine to try.

By HeshamFS/materials-simulation-skills (GitHub) · productivity · 83 stars · scanned at commit 7750559

Identify computational bottlenecks, analyze parallel scaling, estimate memory requirements, and generate optimization recommendations for materials simulations — parse timing logs to find dominant phases (solver, assembly, I/O), evaluate strong and weak scaling efficiency, profile memory from mesh and field parameters, and detect bottlenecks with actionable fix suggestions. Use when a simulation is running slower than expected, investigating MPI scaling efficiency, planning HPC resource allocat…

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

if [ -e ~/.agents/skills/'performance-profiling' ] || [ -L ~/.agents/skills/'performance-profiling' ]; then echo 'A skill folder named performance-profiling already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/HeshamFS/materials-simulation-skills' "$d" && git -C "$d" checkout --quiet '775055956bb8fa3838032c49a346e26d94d0d1f6' -- 'skills/simulation-workflow/performance-profiling' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/simulation-workflow/performance-profiling' ~/.agents/skills/'performance-profiling' && 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/'performance-profiling' ~/.claude/skills/'performance-profiling' (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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