python-performance-optimization

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.

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---
name: python-performance-optimization
description: "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."
risk: unknown
source: community
date_added: "2026-02-27"
---

# Python Performance Optimization

Comprehensive guide to profiling, analyzing, and optimizing Python code for better performance, including CPU profiling, memory optimization, and im
How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/python-performance-optimization.md \
  https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/python-performance-optimization/SKILL.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/sickn33/antigravity-awesome-skills

Then reference at skills/python-performance-optimization/SKILL.md

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