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royvillasana
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ai-prototype-prompter

Convert Figma design data into structured prompts for AI UI prototyping tools.

34|3|Updated Mar 19, 2026
Search Tags:#prompt engineering#Figma#design-to-code#UI prototyping#AI design tools#automatic prompt
One-click install
npx skills add https://github.com/royvillasana/figma-to-ai-prompter --skill ai-prototype-prompter
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-prototype-prompter
Source: https://github.com/royvillasana/figma-to-ai-prompter/tree/main/skill
Command: npx skills add https://github.com/royvillasana/figma-to-ai-prompter --skill ai-prototype-prompter

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the process of turning Figma designs into precise, tool-specific prompts, eliminating manual prompt crafting, and reducing iteration time.

Core Features & Use Cases

  • Design-to-Prompt Generation: Reads Figma design data to automatically generate structured prompts for AI UI tools like Lovable, Figma Make, Pencil.dev, Paper.design, and Google Stitch.
  • Interaction Validation: Proposes user interactions within prompts for validation prior to prompt creation.
  • Application: Ideal for designers and developers who want to quickly convert Figma prototypes into AI-generated code or mockups, saving hours in manual prompt writing and iteration.

Quick Start

Share a Figma link or design screenshot and specify the target AI tool; I will read the design context, ask relevant questions, and generate an exact prompt for your use case.

Frequently Asked Questions about ai-prototype-prompter

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I convert Figma designs into prompts for AI prototyping tools?▼

Convert Figma designs into AI prototyping prompts by sharing a Figma link or screenshot and specifying the target AI tool; the Skill reads design data and generates structured, contextual prompts automatically.

Can I generate UI prompts from Figma designs for Lovable or Google Stitch?▼

Generate UI prompts from Figma designs for Lovable, Figma Make, Pencil.dev, Paper.design, and Google Stitch; the Skill extracts design data and formats tool-specific prompts for each platform.

How do I automatically create prompts for design-to-code workflows?▼

Automatically create design-to-code prompts by providing Figma MCP data; the Skill processes the visual design context and outputs structured prompts to drive AI-driven prototyping and development.

Do I need to manually write prompts for AI UI prototyping from Figma?▼

Manual prompt writing for AI UI prototyping from Figma is unnecessary; the Skill reads the design context, proposes interactions for validation, and outputs exact prompts tailored to your target AI tool.

What's the best way to validate user interactions before generating AI prototyping prompts?▼

Validate user interactions before generating AI prototyping prompts by letting the Skill propose interactions within the prompt structure; you review these proposals before the final prompt is created.

Does this approach support Figma MCP data extraction for prompt generation?▼

Figma MCP data extraction is fully supported for prompt generation; the Skill reads the extracted design data to ensure the resulting prompts capture precise visual context and interaction details.

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