ux-patterns

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UX design reference - research methods, design systems, accessibility (WCAG 2.2, EAA), UX laws, AI-driven workflows, tools (Figma, Penpot), and production best practices for 2024-2025. Use when making UX decisions, reviewing designs, implementing accessibility, selecting design tools, or applying UX principles.

Rixmerz By Rixmerz schedule Updated 4/3/2026

name: ux-patterns description: "UX design reference - research methods, design systems, accessibility (WCAG 2.2, EAA), UX laws, AI-driven workflows, tools (Figma, Penpot), and production best practices for 2024-2025. Use when making UX decisions, reviewing designs, implementing accessibility, selecting design tools, or applying UX principles." user-invocable: true argument-hint: "[frameworks|patterns|research|tools|practices|all]"

UX Design Patterns and Practices

When to use this skill

  • Making UX research method or tool selection decisions
  • Reviewing designs for accessibility compliance (WCAG 2.2, EAA)
  • Selecting or evaluating design systems (Material 3, Apple HIG, Carbon, Polaris)
  • Choosing design tools (Figma, Sketch, Penpot, Framer)
  • Applying UX laws and cognitive principles to interface decisions
  • Implementing AI-driven design workflows
  • Evaluating UX career paths, certifications, or salary benchmarks

UX Research Method Decision Table

Scenario Default method Why
Validate a prototype before development Usability testing (5 users) Finds ~85% of usability issues with minimal cost
Understand information architecture Card sorting (open) Reveals users' mental models for content grouping
Measure satisfaction at scale Survey (SUS/UMUX-Lite) Quantitative data from large sample, benchmarkable
Compare two design variants A/B testing Statistical evidence for conversion/engagement differences
Audit an existing interface Heuristic evaluation Fast, expert-driven, catches obvious violations early
Understand long-term behavior Diary study (7-14 days) Captures real context, habits, and pain points over time
Identify drop-off points Analytics + session recordings Data-driven insights on where users struggle or abandon
Validate navigation structure Tree testing Tests findability without visual design influence
Understand user context deeply Contextual inquiry In-situ observation reveals tacit knowledge and workarounds

Design System Selection Guide

Context Recommended system Why
Android / cross-platform apps Material 3 Expressive Google-backed, 4x faster element location, extensive components
iOS / Apple ecosystem Apple HIG (Liquid Glass) Platform-native feel, iOS 26 unified versioning
Enterprise / data-heavy apps IBM Carbon Best documentation, accessibility-first, complex data patterns
E-commerce / Shopify ecosystem Shopify Polaris i18n optimized, commerce-specific patterns
Developer tools GitHub Primer Developer-first, code-oriented components
Large-scale SaaS Atlassian Design System Proven at scale, rich pattern library
Chinese market / Ant ecosystem Ant Design 5 CSS-in-JS, extensive component set, large community
Microsoft ecosystem Fluent 2 Cross-platform (Windows, Web, iOS, Android)
Brand differentiation required Custom system When existing systems conflict with brand identity

Design Tool Selection Matrix

Criteria Figma Sketch Penpot Framer
Best for Team collaboration, full workflow macOS-focused design Open-source, self-hosted No-code production sites
Platform Web + Desktop (all OS) macOS only Web + self-hosted Web
AI features Generate, Rewrite, Search Limited None (planned) AI Wireframer, AI Pages
Prototyping Advanced (variables, conditions) Basic + third-party Basic interactions Full site with CMS
Dev handoff Dev Mode (paid) Inspector (free) Inspect mode (free) Code export
Pricing (team) $15/editor/mo $12/editor/mo Free (self-hosted) $15/seat/mo
Open source No No Yes (MPL 2.0) No
Design tokens Variables (native) Via plugins Native support Limited
Key advantage Market leader, $749M rev 2024 Native macOS performance No vendor lock-in Design-to-production

Core Web Vitals Targets (2024-2025)

Metric Good Needs Improvement Poor
LCP (Largest Contentful Paint) < 2.5s 2.5s - 4.0s > 4.0s
INP (Interaction to Next Paint) < 200ms 200ms - 500ms > 500ms
CLS (Cumulative Layout Shift) < 0.1 0.1 - 0.25 > 0.25

Supporting files

  • frameworks.md -- UX tools and frameworks (design, research, accessibility, AI)
  • design-patterns.md -- UX design patterns and 30 Laws of UX
  • architecture.md -- Design systems and UX architecture
  • best-practices.md -- Research methods, accessibility compliance, performance UX, ethical design
  • language-features.md -- UX industry landscape, trends, salaries, certifications

Related Skills

  • ui-patterns — Frontend architecture and component patterns
  • dev-patterns — Language-agnostic design principles
Install via CLI
npx skills add https://github.com/Rixmerz/agentcockpit --skill ux-patterns
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