OPEN SOURCE // MIT // POWERPLANT

Built on Norns.

The development ecosystem built for AI authorship: a flavored stack — Civet, Pug-flavored Svelte 5, SvelteKit — engineered so AI writes applications and automations with dramatically fewer tokens. Every AIOSIS product ships on it.

IGNITION — ONE COMMAND
$bun create human-synthesis/norns-app my-app
$cd my-app && bun install
$bun run dev
WHY IT MATTERS

Tokens are the new compute.

Every token an AI spends on boilerplate is a token not spent on your logic. Norns compresses the surface of a full-stack app — templates, scripts, wiring — so the same context window holds more of your application, generation runs faster, and costs drop 20–25%.

Denser syntax

Civet scripts and Pug templates express the same Svelte 5 logic in fewer tokens, without losing readability.

Feature-folder runtime

DI, validation and server actions follow one repeatable pattern AI can copy for every new domain.

Built on standards

Svelte 5, SvelteKit 2, Vite, Tailwind 4, valibot. Norns flavors the stack, it doesn't replace it.

Lower cost

Fewer tokens means a smaller bill for every generation: the same AI budget ships 20–25% more application.

THE ECOSYSTEM — SIX REPOS, ONE PATTERN

NORNS MCP · LICENSED LAYER

AI that works with concepts, not files.

Norns MCP builds its own index of your codebase: a graph of the logic concepts inside it and how they connect. AI agents query that graph directly instead of reading files and lines of code — one graph query replaces whole chains of file reads, and everything gets cheaper and faster at once.

License Norns MCP
50–75%
More token reduction, on top of Norns' 20–25%
Fewer
Tool interactions — one graph query replaces chains of reads
$100
Per user / month · 5 projects included · +$25 per extra project

BUILT WITH NORNS

AIOSIS AtoZ runs on Norns at full scale.

Our AI factory automates digital businesses end to end — and every automation it ships is built on Norns and Norns MCP by default.

See the flagship