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TemplatesReal-world Examples
Prompt UI Improver
Prompt UI Improver
Transform short, vague UI requests into production-grade design briefs with strong visual, interaction, and implementation detail.
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Problems solved
Technical challenges this implementation handles out of the box.
- Amplify vague UI prompts into exhaustive design briefs
- Cover layout, interaction, accessibility, and edge cases in one prompt
- Produce a copy-ready prompt for another model or engineer
Use cases
Products and workflows this pattern is designed to support.
- Design-system prompt workshops
- UI generation brief writers
- Component spec drafting for AI builders
- Turning one-line UI asks into buildable prompts
Setup
Requirements, wiring steps, and what this pattern adds to your project.
Getting started
Pick how you want to pull this pattern in. Then wire env vars and routes the same way.
- 1
Download → Next.js app
Use Download → Next.js app in the preview toolbar. You get a zip scaffold (Pro downloads rewrite preview `/view/.../api/*` paths to `/api/*` automatically).
- 2
Extract the zip and install dependencies
Unzip the archive, then run `pnpm install` (or npm / yarn) in the project folder.
- 3
Fill .env.local
The download includes .env.local placeholders when needed. Add real values for: OPENAI_API_KEY.
- 4
Customize the agent and tool files
Adapt prompts, tools, and stop conditions in the generated project for your product.
- 5
Run the app and open the pattern route
Run `pnpm dev`, open the setup/checklist page if present, then navigate to the generated pattern route and verify responses.
Environment variables
OPENAI_API_KEYGet key
Capabilities
AI SDK APIs
generateTextProviders
OpenAI
External services
Upstash
Files added
5 filesapp/page.tsxapp/layout.tsxapp/actions.tsxlib/rate-limit.tsREADME.md
Dependencies
13 totalnpm packages
8UpstashAISDKlucide-reactmotionNext.jsReactsonnerZod
Registry components
buttoncardemptysonnertextarea
Critical files
app/actions.tsxServer action for prompt amplification: validates user input with Zod, enforces Upstash rate limits per IP, and uses AI SDK generateText with a production-grade design system prompt.
lib/system-prompt.tsCore instruction set defining the 11 required UI design dimensions and output constraints for transforming short prompts into production-ready design briefs.
Requirements
- Complexity
- Beginner
- Setup time
- ~10 minutes
