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eagle-ux-review

Analyze app screenshots or videos to produce prioritized usability findings tied to a north star metric.

Updated Apr 6, 2026
Search Tags:#report generation#usability#heuristic evaluation#conversion optimization#ux audit#design critique#icf
One-click install
npx skills add https://github.com/letxbrace-droid/inrunparis --skill eagle-ux-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: eagle-ux-review
Source: https://github.com/letxbrace-droid/inrunparis/tree/main/.agents/skills/eagle-ux-review
Command: npx skills add https://github.com/letxbrace-droid/inrunparis --skill eagle-ux-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ffmpeg, ffprobe, python3, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps you identify usability problems in digital products and prioritize what to fix so you can improve user outcomes tied to a single success metric.

Core Features & Use Cases

  • UX audit & heuristic evaluation: Conducts structured reviews (including heuristic and law-based checks) using evidence from screenshots or fully-viewed video frames.
  • Severity-rated, north-star-tied findings: Produces prioritized issues with severity levels and explicit impact on your chosen north star metric.
  • Actionable recommendations + mockups: Includes concrete fixes and visual current-vs-proposed design recommendations.
  • Flow reconstruction & PRD validation: Rebuilds the user journey from media and optionally validates PRD hypotheses against observed behavior.

Quick Start

Use the eagle-ux-review skill to evaluate the UX of the attached app screenshots or video by providing your north star metric, target user, and reference apps.

Frequently Asked Questions about eagle-ux-review

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

FAQPage Schema
How do I conduct a UX audit using app screenshots and video recordings?▼

To conduct a UX audit, you submit app screenshots or videos alongside a defined north star metric and target user profile. The review performs an exhaustive per-frame analysis to identify usability issues and outputs an HTML or Word report.

What is heuristic evaluation and how does it tie usability findings to a north star metric?▼

Heuristic evaluation is a structured review method that checks digital interfaces against established usability principles. This process rates issue severity and explicitly links each finding to the impact on your chosen north star metric for clear prioritization.

Can I validate PRD hypotheses by reconstructing user flows from session videos?▼

Yes, you can validate PRD hypotheses by submitting session videos. The review rebuilds the user journey from video frames and compares observed user behavior against your documented product requirements to identify discrepancies.

Does this usability critique process require ffmpeg and python3 to generate HTML reports?▼

Yes, generating the final HTML or Word UX report requires ffmpeg, ffprobe, and python3 dependencies. These tools process input media and render the structured findings into the provided report template.

What's the best way to prioritize conversion optimization fixes from a UX review?▼

The best way to prioritize conversion optimization fixes is to use severity-rated findings tied to a north star metric. The review provides actionable recommendations and current-vs-proposed visual mockups to guide implementation.

What are the limitations of using automated design critique for digital products?▼

A limitation of this design critique is that it requires structured input collection and fully viewing every video frame, making it resource-intensive for long recordings. It also relies on a user-defined north star metric to prioritize issues accurately.

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