Liminal Sites

Living website evolution: generate design directions, preview safely, remember taste, and export runtime skins or repo-native patch plans.

GitHub Repository Quick Start AI Discovery

What It Does

A user-facing website operator path built on the Liminal creative engine.

Site Profiles

Capture URL, local path, brand brief, constraints, stack hints, and allowed change modes.

Design Directions

Generate variants with design tokens, CSS, optional JavaScript, previews, and receipts.

Taste Memory

Record favorites, rejects, and more-like-this signals so the site evolves with the owner.

Deployable Outputs

Export reversible runtime skins or plan repo-native patches when the owner wants source changes.

Start Here

pnpm install
pnpm build
pnpm gui
liminal-sites-mcp

In Studio, open the Living Site tab to create a profile, generate variants, compare outcomes, export a skin, and review receipts.

Best-Fit Searches

AI website design agent, living website evolution, generative web design, runtime skin generator, design-system patching, website redesign AI, MCP website tools, Liminal Sites, KyaniteLabs.