By name: google-aistudio-anti-pattern-detection description: Detects and corrects common anti-patterns generated by Google AI Studio and similar tools.
Google AI Studio Anti-Pattern Detection
This skill identifies low-quality or unsafe patterns commonly produced by AI-generated frontend code.
When to use this skill
Use this skill when:
- Code was generated by Google AI Studio
- Components feel bloated or repetitive
- Logic and UI are tightly coupled
How to use it
- Scan for AI-generated smells:
- Huge single files
- Inline components
- Logic inside JSX
- Redundant state
- Identify unnecessary abstractions
- Refactor using existing React and Tailwind skills
- Simplify without changing behavior
Common Anti-Patterns
- Multiple components in one file
- Overuse of props drilling
- Copy-pasted JSX blocks
- Hardcoded styles and magic values
Expected Output
- Cleaner, smaller components
- Reduced cognitive load
- Code aligned with senior engineering standards