eagle-ux-review

Audit UX from screenshots or video with severity findings tied to a north star metric.

3|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/eagleisbatman/eagle-skills --skill eagle-ux-review-eagleisbatman
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: eagle-ux-review
Source: https://github.com/eagleisbatman/eagle-skills/tree/main/eagle-ux-review
Command: npx skills add https://github.com/eagleisbatman/eagle-skills --skill eagle-ux-review-eagleisbatman

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill identifies usability, clarity, and flow failures in a digital product so teams can correct what actually prevents users from reaching the north star metric.

Core Features & Use Cases

  • Severity-rated UX audits grounded in 65+ UX laws across identity match, action clarity, information load, visual hierarchy, progress signaling, and responsiveness.
  • Evidence-first review from screenshots or video, including exhaustive 1-second frame extraction for timing, hesitation, and transition analysis.
  • PRD / hypothesis validation that checks whether the implemented UX matches the intended user flow and success criteria.
  • Actionable outputs: an HTML report (default) with embedded screenshots and mockup recommendations, optionally also a Word (.docx) report.

Quick Start

Use the eagle-ux-review skill to review the attached screenshot set and produce a severity-ranked UX audit with a prioritized fix plan.

Frequently Asked Questions about eagle-ux-review

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

FAQPage Schema
How do I run a heuristic evaluation on my digital product using screenshots?

To run a heuristic evaluation using screenshots, submit your images to receive a severity-rated UX audit. The review evaluates screens against 65+ UX laws to identify usability failures and outputs a prioritized fix plan in an HTML or Word report.

What is video frame extraction for usability review and how does it work?

Video frame extraction for usability review captures frames at exhaustive 1-second intervals using ffmpeg. This process enables timing, hesitation, and transition analysis across end-to-end user journeys to produce structured severity findings tied to a north star metric.

Can I validate an implemented user flow against my PRD success criteria?

Yes, you can validate implemented user flows against PRD success criteria. The review checks whether the implemented UX matches the intended flow and success criteria, identifying clarity, hierarchy, and progress signaling failures that prevent users from reaching the north star metric.

Does the UX audit support both single screen and end-to-end journey analysis?

The UX audit supports both single screen and end-to-end journey analysis. It applies evidence-based evaluation across action clarity, information load, visual hierarchy, and responsiveness to generate actionable mockup recommendations and a structured fix plan.

What output formats are generated for a usability critique?

A usability critique generates an HTML report by default, featuring embedded screenshots and mockup recommendations. An optional Word document format is also available for sharing the severity-ranked findings and prioritized fix plan.

Do I need ffmpeg installed to perform a video-based UX audit?

Yes, ffmpeg and ffprobe are required to perform a video-based UX audit. These dependencies enable exhaustive 1-second frame extraction necessary for analyzing timing, hesitation, and transition behaviors in end-to-end user journeys.