ux-review

Walk UI features as a real user to identify cognitive friction and report severity.

Updated May 20, 2026
One-click install
npx skills add https://github.com/fryanpan/rare_disease_benchmark --skill ux-review-fryanpan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ux-review
Source: https://github.com/fryanpan/rare_disease_benchmark/tree/main/.claude/skills/ux-review
Command: npx skills add https://github.com/fryanpan/rare_disease_benchmark --skill ux-review-fryanpan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps product teams uncover cognitive friction in UI work by simulating a real user and recording where users hesitate, misclick, or abandon a task, enabling pre-ship improvements.

Core Features & Use Cases

  • Hands-on UX traversal: Walk through user goals on the page cold, mid-flow, and completion to surface friction points.
  • Heuristic evaluation: Apply Nielsen-style checks for visibility, feedback, context, and recoverability, and document issues with severity.
  • Structured reporting: Produce a concise UX report with screenshots and actionable fixes before shipping UI changes.

Quick Start

Open the target UI URL, define a concrete user goal, and start the guided walkthrough to identify friction and generate recommendations.

Frequently Asked Questions about ux-review

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

FAQPage Schema
How do I run a heuristic evaluation on a pre-release UI?

Run a heuristic evaluation by walking through UI features as a real user to identify cognitive friction like confusion and dead-ends. This skill applies Nielsen-style checks for visibility, feedback, and recoverability, generating a structured report with severity ratings and actionable fixes.

What is cognitive friction in UI testing and how do I identify it?

Cognitive friction in UI testing refers to points where users hesitate, misclick, or abandon a task. You identify it by simulating a real user walking through target goals cold, mid-flow, and at completion, recording friction points to enable pre-ship improvements.

Can I perform usability testing on both desktop and mobile views?

Yes, you can perform usability testing on both desktop and mobile views. The skill applies heuristic evaluation across pre-release UI changes for both formats, capturing screenshots and documenting identified issues with severity to guide fixes before shipping.

Do I need a running UI and a target user goal to start a UX review?

Yes, you need a running UI and a defined target user goal to start a UX review. The skill requires a live target UI URL and a concrete user goal to perform the guided walkthrough, identify friction, and generate structured UX recommendations.

What's the best way to generate a structured UX report with actionable fixes?

The best way to generate a structured UX report is to simulate a real user traversing UI features, apply a heuristic checklist for visibility and feedback, and document issues with severity. This produces a concise report with screenshots and actionable fixes before shipping.

Does UI testing work with claude-in-chrome MCP tools for friction analysis?

Yes, UI testing works with claude-in-chrome MCP tools to perform the review and generate a structured UX report. The skill uses these tools to walk UI features as a real user, identify cognitive friction, and document fixes with severity ratings.