anti-sameness

Detect clichéd UI patterns in design assets and generate a markdown report.

Updated Feb 1, 2026
One-click install
npx skills add https://github.com/suhwan/claude-registry --skill anti-sameness
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: anti-sameness
Source: https://github.com/suhwan/claude-registry/tree/main/skills/design-ui/nano-anti-sameness
Command: npx skills add https://github.com/suhwan/claude-registry --skill anti-sameness

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The anti-sameness skill helps design teams detect and avoid common AI-generated UI patterns that cause designs to look generic and impersonal.

Core Features & Use Cases

  • Uniqueness checks to flag clichéd color, typography, layout, and component patterns.
  • Brand differentiation suggestions to tailor visuals to brand personality and avoid stock templates.
  • Integration with design workflows for validation during design audits, concept creation, and critique sessions.

Quick Start

Ask the design assistant to enable anti-sameness checks on the current project and generate a brand-differentiation plan.

Frequently Asked Questions about anti-sameness

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

FAQPage Schema
How do I detect AI-generated UI patterns in my design assets?

To detect AI-generated UI sameness, you can run design audits and critique sessions that flag clichéd color palettes, typography, layouts, and component patterns using rule-based detection.

How do I make my UI design look less generic and more on-brand?

To make UI design look less generic, apply brand-differentiation guidance during concept development to tailor visuals to your brand personality and avoid stock template aesthetics.

What is UI design sameness and when should I run a design critique for it?

UI design sameness is the generic, impersonal look caused by common AI-generated patterns. You should run a design critique for it during design audits, concept development, and validation sessions.

How do I generate a brand differentiation plan for a UI project?

You can generate a brand-differentiation plan by prompting a design assistant to enable uniqueness checks on the current project, which produces a markdown report with actionable recommendations.

Can I use design audit checks without integrating any external components?

Yes, you can use these design audit checks without external dependencies, as the rule-based detection operates independently to evaluate visual uniqueness and generate a markdown report.

What is the best way to avoid clichéd color palettes and typography in AI-assisted design?

The best way to avoid clichéd color palettes and typography is to enforce rule-based detection during design validation and apply tailored brand-differentiation guidance to the visual output.