Which prototyping tools are supported by this skill?

This skill generates specialized, high-fidelity prompts for v0.dev (best for React/UI), Lovable (best for full-stack apps), and Bolt.new (best for quick web demos).

Do I need a PRD to use the AI Prototype skill?

While it works best with a PRD or feature spec, you can also provide a simple description or link to existing design documentation to generate a prompt.

Where are the generated prompts stored?

Prompts are automatically saved as Markdown files in the 'thoughts/shared/product/prototypes/' directory within your workspace for easy reference.

Can it handle complex multi-screen user flows?

Yes, the skill includes advanced logic for creating cohesive multi-step experiences, ensuring the AI tool understands how screens connect and how data persists between steps.

AI Prototype Prompt Generator

Name: AI Prototype Prompt Generator
Author: coalesce-labs

bycoalesce-labs

•

Design Tools

Generates optimized, copy-paste ready prompts for v0.dev, Lovable, and Bolt.new to rapidly turn product requirements into functional prototypes.

The AI Prototype Prompt Generator streamlines the bridge between product documentation and functional demos by crafting high-fidelity prompts specifically tailored for modern generative building tools. It analyzes PRDs, design systems, and user research to produce structured instructions for v0.dev, Lovable, or Bolt.new, ensuring that the resulting prototypes capture core user flows, data structures, and edge cases. This skill is ideal for product managers and developers who need to quickly validate concepts, demonstrate features to stakeholders, or test UI/UX flows before committing to production engineering.

Key Features

01Support for multi-screen navigation and complex state management guidance

02Automated output saving to Markdown for easy team sharing and versioning

03Structured templates for UI components, database schemas, and user flows

049 GitHub stars

05Tool-specific prompt optimization for v0.dev, Lovable, and Bolt.new

06Deep PRD and design system analysis to capture feature context

Use Cases

01Rapidly iterating on user flows and UI concepts during the product discovery phase

02Generating full-stack app scaffolds with Supabase logic for technical proof-of-concepts

03Converting a detailed PRD into a functional, shareable UI demo in minutes

Key Features

01Support for multi-screen navigation and complex state management guidance

02Automated output saving to Markdown for easy team sharing and versioning

03Structured templates for UI components, database schemas, and user flows

049 GitHub stars

05Tool-specific prompt optimization for v0.dev, Lovable, and Bolt.new

06Deep PRD and design system analysis to capture feature context

Use Cases

01Rapidly iterating on user flows and UI concepts during the product discovery phase

02Generating full-stack app scaffolds with Supabase logic for technical proof-of-concepts

03Converting a detailed PRD into a functional, shareable UI demo in minutes