Question 1

Why does AI-generated UI always look the same?

Accepted Answer

Because most AI agents improvise instead of declaring a design system. They default to gray Inter on flat white, purple gradients, and identical rounded cards — the lowest-risk template. Without an explicit design persona, every output converges on the same generic Tailwind look.

Question 2

How do I stop my AI from generating generic Tailwind UI?

Accepted Answer

Install a design skill that forces the agent to declare a palette, type pairing, spacing, and motion before building. The free, open-source Fable Design System does exactly this for Claude Code, Cursor, Codex, and Antigravity — it refuses default fonts and flat white, and self-critiques by measuring contrast.

Question 3

What makes a design non-generic?

Accepted Answer

A real display-plus-body-plus-mono type pairing instead of default fonts; warm paper backgrounds instead of flat white; one meaningful accent color; fluid clamp() spacing; soft grounded shadows; and motion used with restraint. The Fable Design System bakes all of this into the agent's process.

Stop Your AI From Shipping Generic Tailwind Slop

What the Fable skill does instead

Declares first

Refuses the defaults

Measures itself