python-data-reviewer
CommunityPython data code review for speed.
Authorphysics91
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill analyzes Pandas/NumPy code for vectorization, memory efficiency, data validation, and general performance best practices.
Core Features & Use Cases
- Vectorization optimization (avoid iterrows, use vector ops)
- Memory optimization (dtype, chunking, categories)
- Data validation and quality checks
- Performance-oriented coding patterns for data processing
- Use Case: Speed up ETL code with memory-conscious DataFrame processing.
Quick Start
Review a data pipeline module and generate optimization recommendations.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: python-data-reviewer Download link: https://github.com/physics91/claude-vibe/archive/main.zip#python-data-reviewer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.