AI for designers
AI for designers means using patterns, prompts, skills, and workflows to spec trustworthy AI interfaces. This hub routes you to the best starting points on AI UX Playground.
Start here
Start with patterns
Named AI UX conventions with live demos: streaming, citations, tool pickers, autonomy budgets.
Prompts & skills
One-off copy-paste prompts vs persistent SKILL.md files for Cursor and Claude Code.
Tutorials & real products
Step-by-step guides and screenshot teardowns from ChatGPT, Claude, Perplexity, and Gemini.
Frequently asked questions
What is AI for design?
AI for design is the practice of using AI-native patterns, prompts, skills, and workflows to spec, prototype, and ship trustworthy AI interfaces, not generic web UI with a chatbot bolted on.
Who is this hub for?
Product designers, UX researchers, design engineers, and PMs who need shared vocabulary and production examples when specing chat, agents, copilots, and multimodal AI features.
How is this different from generic AI tools?
AI UX Playground is a free reference catalog, not a single AI app. It documents how shipped products solve trust, latency, reversibility, and autonomy problems, with demos you can study and link in specs.
Where should I start?
Pick your job: browse patterns by risk (trust, chat, agents), copy prompts for a deliverable, or install agent skills for repeatable standards in Cursor or Claude Code.
Are prompts or skills better for designers?
Use prompts for one-off tasks in ChatGPT or Claude chat (research synthesis, workshop plans). Use skills when you want the same UX standards every session in your codebase.
Is AI UX Playground free?
Yes. Browsing patterns, frameworks, teardowns, prompts, and skills is free. Subscribe to the newsletter for weekly AI product UX notes.