PatternsReal-world Examples

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.

Products and workflows this pattern is designed to support.

Requirements, wiring steps, and what this pattern adds to your project.

Pick how you want to pull this pattern in — then wire env vars and routes the same way.

1
Install from the preview toolbar
Copy the install command above and run it in your project — Pro patterns include a short-lived token.
2
Add environment variables to .env.local
OPENAI_API_KEY, UPSTASH_REDIS_REST_URL, UPSTASH_REDIS_REST_TOKEN
3
Customize the agent and tool files
Adapt prompts, tools, and stop conditions for your product — Copy for AI in the toolbar helps seed that work.
4
Run your dev server and open the pattern route
Install dependencies if needed, then start the app and verify responses.

AI SDK APIs

generateText

Providers

OpenAI

External services

Upstash

5 files

13 total

npm packages

UpstashAISDKlucide-reactmotionNext.jsReactsonnerZod

Registry components

buttoncardemptysonnertextarea

app/actions.tsx
Server 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.ts
Core instruction set defining the 11 required UI design dimensions and output constraints for transforming short prompts into production-ready design briefs.