ais-ux-prototype-review

Evaluate AI-generated UI/UX prototypes against design and accessibility standards.

Updated Jul 1, 2026
One-click install
npx skills add https://github.com/AIS-Commercial-Business-Unit/CBU_Specify --skill ais-ux-prototype-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ais-ux-prototype-review
Source: https://github.com/AIS-Commercial-Business-Unit/CBU_Specify/tree/main/Skills/ais-ux-prototype-review
Command: npx skills add https://github.com/AIS-Commercial-Business-Unit/CBU_Specify --skill ais-ux-prototype-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the process of reviewing AI-generated UI/UX prototypes, ensuring that design decisions are made efficiently and effectively.

Core Features & Use Cases

  • Review AI-Generated UI: Evaluate AI-generated UI or prototypes against design and accessibility criteria.
  • Record Decisions: Record accepted, rejected, and deferred UX decisions in a structured format.
  • Update Artifacts: Optionally update design and documentation artifacts based on approved decisions.
  • Use Case: When you need to review and make decisions on a UI/UX prototype generated by AI, this Skill can help you do so systematically and with clear documentation.

Quick Start

Run the ais-ux-prototype-review skill with the path to the prototype you want to review.

Frequently Asked Questions about ais-ux-prototype-review

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

FAQPage Schema
How do I review a UI/UX prototype generated by AI?

To review a UI/UX prototype generated by AI, you can systematically evaluate it against established design and accessibility criteria, recording accepted, rejected, and deferred decisions in a structured format.

What is the best way to document UX decisions for AI-generated prototypes?

Documenting UX decisions for AI-generated prototypes involves recording accepted, rejected, and deferred choices in a structured format, ensuring alignment with design standards and optionally updating the original artifacts.

Can I evaluate UI prototypes against accessibility standards?

Yes, you can evaluate UI prototypes against accessibility standards by parsing and analyzing design documentation and UI artifacts to ensure design decisions align with established accessibility criteria.

Does the UX evaluation process update design documentation automatically?

The UX evaluation process can optionally update design and documentation artifacts based on approved decisions, ensuring your design files reflect the final accepted UX choices.

Do I need design documentation to run a prototype analysis?

Yes, prototype analysis requires the ability to parse and analyze design documentation and UI artifacts, meaning you need accessible prototype files and related design docs to evaluate effectively.

What are the limitations of AI-assisted review for UI prototypes?

AI-assisted review for UI prototypes is limited to evaluating provided design artifacts and documentation, meaning it cannot infer missing context or test live user interactions outside the generated prototype scope.