Back Before & After

Advanced Filter Builder

Visual query builder with nested conditions, field selection, and live preview of results.

Prompt used
Create an Advanced Filter Builder for a data analytics platform. This should include: a visual query builder interface with nested AND/OR condition groups, field selector dropdown with data types, operator selection based on field type, value inputs with validation, and a live preview panel showing matching result count. Users should be able to add/remove conditions and groups.
01
Advanced Filter Builder - Default Claude
Default Claude
Standard output without design skill guidance.
02
Advanced Filter Builder - With Skill
With Skill
Enhanced output with interface-design skill enabled.

What changed

Default Claude

Basic nested condition UI
Standard select dropdowns
Generic button styling
Minimal visual hierarchy
No design direction

With Skill

Clarity & Control direction
Cool neutral color foundation
Monospace for all query values
Indent rails for visual nesting
Notion-like inline editing feel