python-performance-optimization

Profile and optimize Python code using cProfile, memory profilers, and performance best practices.

wshobson ↓ 30k

Claude Code

View source ↗

What it does

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

Derived from the skill's own SKILL.md documentation · extracted 2026-07-23

Profile and optimize Python code using cProfile, memory profilers, and performance best practices.

Source

Repository: https://github.com/wshobson/agents

python-performance-optimization FAQ

What does the python-performance-optimization skill do?

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. Identifying performance bottlenecks in Python applications Reducing application latency and response times

How do I install python-performance-optimization?

Run: npx -y skills add https://github.com/wshobson/agents --skill python-performance-optimization --agent claude-code — the source lives at github.com/wshobson/agents.

Maintain python-performance-optimization?

Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.

[![python-performance-optimization on getagentictools](https://getagentictools.com/badge/skills/wshobson-agents-python-performance-optimization.svg)](https://getagentictools.com/skills/wshobson-agents-python-performance-optimization?ref=badge)

npx agentictools info skills/wshobson-agents-python-performance-optimization

The second line is the CLI lookup for this page — handy in READMEs and docs.