Vibe-to-Spec – Convert natural language into precise specs for AI agents

Summary: Vibe-to-Spec transforms vague ideas into structured Markdown specs to guide AI coding agents like Claude, Cursor, and Windsurf. It prevents over-engineering, reduces token waste, and maintains logical consistency by providing clear, rigid instructions for AI to follow.

What it does

It converts informal "vibe" inputs into precise engineering specifications that AI agents use to avoid rewriting code unnecessarily and to stay within defined boundaries.

Who it's for

Developers using AI coding tools who need to convert rough ideas into stable, production-ready code specifications.

Why it matters

It addresses AI hallucinations and token inefficiency by enforcing clear, structured requirements that improve coding accuracy and resource use.