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Educational Reference & Telemetry

Module Purpose

Kylo Web Auditor is a simulated visual and touch ergonomics analyzer. It processes public URLs to generate simulated visual heatmaps, Core Web Vitals checks, and layout accessibility assessments under diverse personas.

Design · DEV

Kylo — UX Auditor

Reference Manual & Technical Spec

Kylo — UX Auditor — Overview & Engineering Principles

Kylo Web Auditor is a simulated visual and touch ergonomics analyzer. It processes public URLs to generate simulated visual heatmaps, Core Web Vitals checks, and layout accessibility assessments under diverse personas.

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Zero-Trust Client Execution

Audited URLs and diagnostics can leak internal system contexts. While basic data is analyzed from accessible developer databases, all persona reports and audit scores are calculated on your local engine.

Step-by-Step Operation Guide

  1. Enter a public website URL into the audit address bar.
  2. Toggle visual overlays: Touch targets, layout grid systems, or LCP focal coordinates.
  3. Select personas (e.g. mobile shopper, design director) to analyze their experience index.
  4. Export the comprehensive audit checklist to optimize performance.

Technical Specification Matrix

Ergonomic limitsA11y standards and touch target guidelines
Diagnostic EngineVisual viewport simulation scripts
CalculationsClient-native performance index scoring algorithms