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maya

Audit digital interfaces for design consistency and accessibility.

Updated Feb 21, 2026
Search Tags:#code review#accessibility#design system#design audit#ui design#ai slop
One-click install
npx skills add https://github.com/getfndd/animatic --skill maya
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: maya
Source: https://github.com/getfndd/animatic/tree/main/.claude/skills/maya
Command: npx skills add https://github.com/getfndd/animatic --skill maya

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill acts as a senior UI Design Lead, preventing design debt and ensuring interfaces are clear, intentional, effortless, and cohesive, ultimately improving user experience and long-term coherence.

Core Features & Use Cases

  • Design Audits & Reviews: Evaluates UI/code against rules, patterns, and principles, identifying AI slop and accessibility issues.
  • Design Polish: Refines alignment, spacing, and details for a high-quality finish.
  • Component Extraction: Identifies and extracts reusable components and patterns into a design system.
  • Use Case: A developer can ask Maya to review a new component before shipping, ensuring it meets accessibility standards, adheres to the design system, and avoids common AI-generated design pitfalls.

Quick Start

Ask Maya to review the new user profile component for design quality and adherence to system principles.

Frequently Asked Questions about maya

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

FAQPage Schema
How do I audit my UI for AI slop and design debt?▼

To audit UI for AI slop and design debt, you need a systematic review evaluating interfaces against clarity, intentionality, and cohesion principles. This process identifies AI aesthetic fingerprints and accessibility issues while enforcing design system consistency.

What is the best way to ensure design system consistency in new components?▼

Ensuring design system consistency requires evaluating new components against established rules, patterns, and defined z-index scales. A design critique identifies reusable patterns, polishes alignment and spacing, and prevents design debt before shipping.

How do I check if my UI meets accessibility standards before shipping?▼

Checking UI accessibility standards involves running a design audit that evaluates code against accessibility rules and principles. This systematic review identifies issues related to clarity and effortlessness, ensuring digital interfaces are accessible.

Can I extract reusable components from existing UI code?▼

You can extract reusable components by analyzing existing UI code to identify repeated patterns. This component extraction process refines alignment and spacing, integrating the identified elements into a cohesive design system.

Why does my AI-generated interface look generic and lack cohesion?▼

AI-generated interfaces lack cohesion because they often contain aesthetic fingerprints and design debt. A expert UI design review polishes details, enforces a defined z-index scale, and applies intentionality principles to resolve these issues.

Does Maya work with existing design system references?▼

Maya works with existing design system references by operating with strict adherence to design principles and defined z-index scales. It uses provided scripts and references to evaluate interfaces, ensuring components align with established system patterns.

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