AI Prompting Guide for Beautiful Dash UIs with Mantine Components - Video + Comprehensive Resource
Hey Dash community!
I’ve been working on something that I think could be a game-changer for anyone using AI assistants (ChatGPT, Claude, Copilot, etc.) to help build Dash applications with Dash Mantine Components with increased accuracy.
The Problem
We’ve all been there - you ask AI to help create a Dash UI and you get:
- Generic layouts that look like they’re from 2010
- Inconsistent styling across components
- Poor use of spacing and visual hierarchy
- Components that technically work but don’t follow UI/UX best practices
The Solution
I’ve created a comprehensive guide that essentially teaches AI assistants how to build clean, useful, and aesthetically pleasing Dash applications using DMC. Think of it as “project knowledge” that transforms your AI from a code generator into a UI/UX-aware developer.
Video Overview
The Resource
Download the guide here: GEO🗺️Index
This 65+ page markdown file includes:
Declarative AI Directives - Specific instructions mapping UI/UX principles to exact DMC components and props
Complete Theming System - How to instruct AI to create cohesive color systems, typography, spacing, and global styles
Layout Patterns - Responsive grids, proper component composition, visual hierarchy
Data Display Best Practices - When to use tables vs cards vs lists, with specific prop configurations
Advanced Patterns - Empty states, error handling, accessibility, interaction cost optimization
DMC v1.3.0 Documentation - Updated component references with all the latest features
- Example of using this prompt to create a Yelp App Clone Ui Ux Design (Claude 4)
Who This Helps
- Developers using AI assistants - Get 10x better UI outputs
- Teams standardizing their UI - Use this as a design system reference
- Anyone learning DMC - It’s also a comprehensive component guide
- Solo developers - Build professional UIs without a designer
How to Use It
- Add the .md file to your AI assistant’s project knowledge/context
- Ask it to build Dash interfaces following the DMC UI/UX guidelines
- Watch as it generates interfaces with proper theming, spacing, hierarchy, and component selection
The difference is night and day - instead of telling AI “make it look good,” you’re giving it a complete framework for how to make it look good.
- Example of using this .md file to create a trading app (claude 4)
Community Contribution
This resource is free for the community to use and improve. If you find it helpful, I’d love to hear about your experiences or any suggestions for making it even better.
Let’s raise the bar for AI-generated Dash UIs app design together!