# 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.

## Facts
- Page: https://tashan.sh/capability/skill-port-gh-app-dev-python-performance-optimization
- tashan id: skill:port-gh-app-dev/python-performance-optimization
- Source: https://github.com/port-gh-app-dev/marvel-plugins
- Type: skill
- Category: other
- tashan score: 45.0 / 100
- Adoption: 14.0
- Upkeep: 79.0
- Freshness: 94.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- License: MIT
- Official: no

## Install

```sh
cp -r python-performance-optimization ~/.claude/skills/
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-09-12 by tashan (https://tashan.sh) from public evidence. Scorer s5.