Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
Add this skill
npx mdskills install sickn33/python-performance-optimizationWell-scoped optimization guide but lacks specific profiling instructions and examples
Comprehensive guide to profiling, analyzing, and optimizing Python code for better performance, including CPU profiling, memory optimization, and implementation best practices.
resources/implementation-playbook.md.resources/implementation-playbook.md for detailed patterns and examples.Install via CLI
npx mdskills install sickn33/python-performance-optimizationPython Performance Optimization is a free, open-source AI agent skill. Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
Install Python Performance Optimization with a single command:
npx mdskills install sickn33/python-performance-optimizationThis downloads the skill files into your project and your AI agent picks them up automatically.
Python Performance Optimization works with Claude Code, Claude Desktop, Cursor, Vscode Copilot, Windsurf, Continue Dev, Codex, Gemini Cli, Amp, Roo Code, Goose, Opencode, Trae, Qodo, Command Code. Skills use the open SKILL.md format which is compatible with any AI coding agent that reads markdown instructions.