python-best-practices
✓Python >=3.11 performance optimization guidelines. This skill should be used when writing, reviewing, or refactoring Python code to ensure optimal performance patterns. Triggers on tasks involving asyncio, data structures, memory management, serialization, concurrency, or Python performance optimization.
Installation
SKILL.md
Comprehensive performance optimization guide for Python >=3.11 applications. Contains 45 rules across 9 categories, prioritized by impact to guide automated refactoring and code generation.
| 1 | I/O Patterns | CRITICAL | io- | | 2 | Async Concurrency | CRITICAL | async- | | 3 | Memory Management | HIGH | mem- | | 4 | Data Structures | HIGH | ds- | | 5 | Algorithm Efficiency | MEDIUM-HIGH | algo- | | 6 | Concurrency Model | MEDIUM | conc- | | 7 | Serialization | MEDIUM | serial- | | 8 | Caching and Memoization | LOW-MEDIUM | cache- |
| 9 | Runtime Tuning | LOW | runtime- |
Python >=3.11 performance optimization guidelines. This skill should be used when writing, reviewing, or refactoring Python code to ensure optimal performance patterns. Triggers on tasks involving asyncio, data structures, memory management, serialization, concurrency, or Python performance optimization. Source: pproenca/dot-claude.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/pproenca/dot-claude --skill python-best-practices- Source
- pproenca/dot-claude
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is python-best-practices?
Python >=3.11 performance optimization guidelines. This skill should be used when writing, reviewing, or refactoring Python code to ensure optimal performance patterns. Triggers on tasks involving asyncio, data structures, memory management, serialization, concurrency, or Python performance optimization. Source: pproenca/dot-claude.
How do I install python-best-practices?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/pproenca/dot-claude --skill python-best-practices 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/pproenca/dot-claude
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01