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.
安装
npx skills add HeshamFS/materials-simulation-skills --skill performance-profilingnpx skills add HeshamFS/materials-simulation-skills --skill performance-profiling -a claude-code -gnpx skills add HeshamFS/materials-simulation-skills --skill performance-profiling -a codex -ggemini skills install https://github.com/HeshamFS/materials-simulation-skills.git --path skills/simulation-workflow/performance-profilinggh skill install HeshamFS/materials-simulation-skills performance-profilinggit clone --depth 1 https://github.com/HeshamFS/materials-simulation-skills /tmp/HeshamFS__materials-simulation-skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/HeshamFS__materials-simulation-skills/skills/simulation-workflow/performance-profiling ~/.claude/skills/performance-profiling # Claude Code
cp -R /tmp/HeshamFS__materials-simulation-skills/skills/simulation-workflow/performance-profiling ~/.agents/skills/performance-profiling # Codex, Cursor, Gemini CLI, Copilot, OpenCode