For AI builders

Garbage in,
garbage out.

Your vibe coding tool is only as good as what you give it. A tight blueprint means fewer tokens wasted, fewer edits, and a first pass you can actually ship.

Write your first blueprint →·or score an existing spec
// the problem with most AI builds
01 /
Build your blueprint
10 guided questions that surface every assumption the AI would otherwise make on its own.
Start from scratch
02 /
Score your draft
Paste whatever you have. Score it for LLM-readiness and surface every gap before you start burning tokens.
Paste and score

Built for builders shipping on Cursor, Bolt, v0, Lovable, and whatever drops next.

~0k
Tokens per vague-prompt session
6+ correction rounds. AI guesses scope, stack, and edge cases wrong.
~0k
Tokens with a blueprint
One tight prompt. Scope locked. AI builds the right thing first pass.
0%
Fewer tokens on first pass
80% fewer tokens means faster iteration, less noise, and a first pass that actually ships.
1
Answer 10 questions
Free form or guided
2
Get your blueprint
LLM-readiness checked
3
Export your prompt
Drop into Cursor, Bolt, v0
4
Build first time
No back-and-forth

Your blueprints are saved  ·  Refine anytime  ·  Cancel anytime