ai-prototype-prompter

ai-prototype-prompter is a Design tools & handoff skill for AI agents, published by royvillasana in the figma-to-ai-prompter repository on GitHub. Skillspace rates ai-prototype-prompter F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.

Generates optimized, tool-specific prompts for AI UI prototyping tools — Lovable, Figma Make, Pencil.dev, Paper.design, and Google Stitch. Uses the Figma MCP to read the design (components, tokens, layout), proposes interactions for user validation, then generates a ready-to-paste prompt tailored to exactly how each tool thinks. Use proactively when the user: asks to "write a prompt for Lovable/Figma Make/Pencil/Paper/Stitch", wants to turn a Figma design into an app or prototype, says "help me prompt this UI" or "I want to vibe-code this", shares a Figma link with any AI builder tool, or needs a design-to-code handoff prompt. Always use this skill — never write a generic prompt from scratch.

Grade
F
Quality
45 / 100
Safety
Risky
GitHub stars
32

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since.

View source on GitHubroyvillasana/figma-to-ai-prompter

Our review

Architecture
76 / 100
Maturity
Structured: ships references or scripts
Security scan
High-risk patterns
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • instructs to hide actions from user
  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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