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UI Lab
A reference library of UI patterns for AI coding agents and humans building frontends.
For agents: UI Lab: reference library of frontend UI patterns and design playbooks (accessibility, briefs, prompts) for AI coding agents and humans.
ui patternsfrontend designaccessibilitydesign briefsai coding prompts
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-27T09:16:32.913Z. Cached copy · Source on ui-lab-weld.vercel.app
# UI Lab
> A reference library of UI patterns for AI coding agents and humans building frontends.
> Every pattern is a single self-contained React + Tailwind file with a live demo.
How to use:
- Pick a pattern below, fetch its /docs/<slug>.md (metadata + full source) or /raw/<file>.
- Copy src/tokens/tokens.css into the target project first; patterns style themselves with its CSS variables
(raw: https://ui-lab-weld.vercel.app/raw/tokens/tokens.css). Tailwind utilities like bg-surface / text-fg-muted map to those tokens
via the @theme block in https://ui-lab-weld.vercel.app/raw/index.css.
- Every motion pattern respects prefers-reduced-motion. Keep that when adapting.
- Machine-readable index: https://ui-lab-weld.vercel.app/patterns.json. Everything in one file: https://ui-lab-weld.vercel.app/llms-full.txt
- **Claude: read https://ui-lab-weld.vercel.app/for-claude.md first.** It is the brief-to-build router (worlds, proof sites, techniques, refusals).
- Outside references (galleries, studios, open-source demo repos, libraries, tools): https://ui-lab-weld.vercel.app/resources.md
- 68 reference teardowns (30 world-class, 20 vibe-coded, 12 recent award winners, 6 community picks) with the pattern that rebuilds each: https://ui-lab-weld.vercel.app/references.md (JSON: https://ui-lab-weld.vercel.app/references.json)
## START HERE: the design procedure
Patterns are parts; the playbook is the judgement. Read start-here first, every time you build a UI.
- [Start here: how to design a frontend that doesn't look generic](https://ui-lab-weld.vercel.app/playbook/00-start-here.md)
- [Accessibility: the short version that actually gets applied](https://ui-lab-weld.vercel.app/playbook/accessibility.md)
- [Briefs: how to ask, and how to write the five lines](https://ui-lab-weld.vercel.app/playbook/briefs.md)
- [Glossary: design and web words, in plain language](https://ui-lab-weld.vercel.app/playbook/glossary.md)
- [Inspiration: how to take it without copying it](https://ui-lab-weld.vercel.app/playbook/inspiration.md)
- [Niche worlds: when the product has a physical or editorial home](https://ui-lab-weld.vercel.app/playbook/niche-worlds.md)
- [Prompts: what to say to your AI assistant](https://ui-lab-weld.vercel.app/playbook/prompts.md)
- [Reference sites: what fifty good (and popular) UIs have in common](https://ui-lab-weld.vercel.app/playbook/reference-sites.md)
- [Recipe: scroll-driven 3D product site](https://ui-lab-weld.vercel.app/playbook/scroll-3d-recipe.md)
- [Site types: what goes on the page, in what order](https://ui-lab-weld.vercel.app/playbook/site-types.md)
- [Verify: the loop that stops "mid and buggy"](https://ui-lab-weld.vercel.app/playbook/verify.md)
- [Worlds: design directions to start from](https://ui-lab-weld.vercel.app/playbook/worlds.md)
- [Site stack detector](https://ui-lab-weld.vercel.app/tools/site-stack.mjs): `node site-stack.mjs <url>` lists the libraries a reference site uses
- [Accessibility sweep](https://ui-lab-weld.verc
…
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