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python-performance-optimization

🎯Skill

from rmyndharis/antigravity-skills

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What it does

Optimizes Python code performance by profiling CPU, memory usage, and implementing best practices to reduce latency and resource consumption.

Part of

rmyndharis/antigravity-skills(289 items)

python-performance-optimization

Installation

npm runRun npm script

npm run build:catalog

npxRun with npx

npx @rmyndharis/antigravity-skills search <query>

npxRun with npx

npx @rmyndharis/antigravity-skills search kubernetes

npxRun with npx

npx @rmyndharis/antigravity-skills list

npxRun with npx

npx @rmyndharis/antigravity-skills install <skill-name>

+ 15 more commands

📖 Extracted from docs: rmyndharis/antigravity-skills

Need more details? View full documentation on GitHub →

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AddedFeb 4, 2026

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Skill Details

SKILL.md

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.

Overview

# Python Performance Optimization

Comprehensive guide to profiling, analyzing, and optimizing Python code for better performance, including CPU profiling, memory optimization, and implementation best practices.

Use this skill when

Identifying performance bottlenecks in Python applications
Reducing application latency and response times
Optimizing CPU-intensive operations
Reducing memory consumption and memory leaks
Improving database query performance
Optimizing I/O operations
Speeding up data processing pipelines
Implementing high-performance algorithms
Profiling production applications

Do not use this skill when

The task is unrelated to python performance optimization
You need a different domain or tool outside this scope

Instructions

Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.

Resources

resources/implementation-playbook.md for detailed patterns and examples.

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