vibe-coding-spec

What problem does it solve?

Many AI coding assistants struggle with ambiguous or incomplete instructions, causing long back-and-forths, hallucinated architectures, and wasted engineering time. This Skill turns a product idea and core decision points into a single, structured natural-language specification that AI coding tools can execute directly. The result is fewer clarifying prompts, faster prototype iterations, and a higher chance of a working MVP from a single focused session.

Core Features & Use Cases

• AI-ready specification: Produces a complete spec including problem statement, scope, and "done" criteria so AI assistants have clear goals.
• Flows, data model & APIs: Defines 2-3 core user flows, a detailed data model, and concise API contracts to prevent hallucinated implementations.
• Tech stack & constraints: Recommends stack options, auth, hosting, and non-negotiables to align generated code with real-world requirements.
• Use Case: Convert "a job board with GitHub sign-in" into a pasteable spec that an AI agent can use to scaffold the frontend, backend, and auth integration in one session.

Quick Start

Create a vibe spec for a job board with GitHub sign-in that includes problem statement, two core user flows, data model, API contracts, UI descriptions, tech stack recommendation, constraints, and an AI session header.