python-performance-optimization
✓Python performance optimization patterns using profiling, algorithmic improvements, and acceleration techniques. Use when optimizing slow Python code, reducing memory usage, or improving application throughput and latency.
Installation
SKILL.md
Expert guidance for profiling, optimizing, and accelerating Python applications through systematic analysis, algorithmic improvements, efficient data structures, and acceleration techniques.
The Golden Rule: Never optimize without profiling first. 80% of execution time is spent in 20% of code.
Key Principle: Algorithmic improvements beat micro-optimizations every time.
Python performance optimization patterns using profiling, algorithmic improvements, and acceleration techniques. Use when optimizing slow Python code, reducing memory usage, or improving application throughput and latency. Source: nickcrew/claude-ctx-plugin.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/nickcrew/claude-ctx-plugin --skill python-performance-optimization- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is python-performance-optimization?
Python performance optimization patterns using profiling, algorithmic improvements, and acceleration techniques. Use when optimizing slow Python code, reducing memory usage, or improving application throughput and latency. Source: nickcrew/claude-ctx-plugin.
How do I install python-performance-optimization?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/nickcrew/claude-ctx-plugin --skill python-performance-optimization Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/nickcrew/claude-ctx-plugin
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01