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ux-improver

Analyze web application screenshots to generate structured UX improvement reports.

Updated Aug 23, 2026
Search Tags:#accessibility#usability#ux#ux-research#vision-based#screenshot-analysis
One-click install
npx skills add https://github.com/Motium-AI/claude-code-toolkit --skill ux-improver
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ux-improver
Source: https://github.com/Motium-AI/claude-code-toolkit/tree/main/config/skills/ux-improver
Command: npx skills add https://github.com/Motium-AI/claude-code-toolkit --skill ux-improver

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates UX improvements by analyzing vision-based screenshots of web applications.

Core Features & Use Cases

  • Vision-based UX analysis to identify usability issues from screenshots.
  • Iterative screenshot-driven UX improvements across web apps.
  • Use Case: When a product asks to enhance usability, run this skill to discover top friction points and propose fixes.

Quick Start

Run the ux-improver skill to analyze the home page at http://localhost:3000 and generate a UX improvement report.

Frequently Asked Questions about ux-improver

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

FAQPage Schema
How do I automate UX improvements from web app screenshots?▼

Automate UX improvements by capturing vision-based screenshots of web applications and analyzing them to identify usability issues, interaction friction points, and accessibility barriers for structured reporting.

What is vision-based screenshot analysis for usability reviews?▼

Vision-based screenshot analysis evaluates web application interfaces visually to detect user-flow bottlenecks and interaction optimization opportunities, generating structured UX reports for desktop and mobile experiences.

Do I need browser automation tooling to run UX analysis?▼

Yes, browser automation tooling is required to capture screenshots, extract accessibility data, and feed the visual inputs needed to analyze and generate structured UX improvement reports.

Can I audit both desktop and mobile user flows with screenshot analysis?▼

Yes, vision-based screenshot analysis applies to usability reviews and user-flow audits across both desktop and mobile web application experiences to optimize interactions.

How do I generate a UX improvement report for a local web application?▼

Run the analysis skill targeting your local web application URL to discover top friction points, evaluate accessibility data, and produce a structured UX improvement report automatically.

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