python-performance-optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. WHEN: Debugging slow Python code, profiling with cProfile/line_profiler, memory optimization, identifying bottlenecks, optimizing loops and data structures. WHEN NOT: Async optimization (use python-async-patterns), database query optimization (use sql-optimization-patterns), general debugging.
Installation and usage
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. WHEN: Debugging slow Python code, profiling with cProfile/line_profiler, memory optimization, identifying bottlenecks, optimizing loops and data structures. WHEN NOT: Async optimization (use python-async-patterns), database query optimization (use sql-optimization-patterns), general debugging.
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skills use python-performance-optimization