The Mechanized Prompt Engine for Vibe Coders

Stop Guessing.
Start Orchestrating.

The professional translation layer for Vibe Coders. Turn rough notes into precision-engineered payloads for Cursor, Windsurf, and Bolt.new.

Works seamlessly with

CursorWindsurfBolt.newv0.devLovableClaude

How It Works

From Vibe to Spec in 60 seconds

You think in features. We compile them into precision engineering briefs.

Drop rough notes, screenshots, or a single sentence into the canvas. No polish required — the messier the better.

Our AI asks exactly 3 high-impact questions to fill gaps in tech stack, data flow, and visual direction. No more AI hallucinations.

A precision-engineered spec is generated — formatted for Cursor, Windsurf, or Bolt.new. Copy it. Build it. Ship it.

The Transformation

The Raw Vibe

“I want a dashboard where people can see their tokens. Make it look like Vercel. Also make it fast. Add a search bar I guess.”

❌ Result:AI hallucinates a generic UI with the wrong data model

The Mechanized Payload

# MISSION

Implement a high-performance token dashboard.

## CONTEXT

- Framework: Next.js + Neon + Tailwind

- Style: Vercel-inspired, Geist font

## SPEC

- Fetch token_count from Neon via RSC

- Skeleton loading states...

✅ Result:AI builds exactly what you envisioned, first try

Pricing

Free to start. Only pay when you choose to go unlimited. No usage surprises.

Monthly

$29/ per month

Start free for 7 days, then $29/month