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SakshamKandel
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ios-qa

Run vision-driven QA loops on real iPhones via USB to detect SwiftUI UI defects.

Updated Apr 24, 2026
Search Tags:#automation#testing#qa#ios#vision#swiftui#real-device
One-click install
npx skills add https://github.com/SakshamKandel/Salt-Route-Consulting- --skill ios-qa-sakshamkandel
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ios-qa
Source: https://github.com/SakshamKandel/Salt-Route-Consulting-/tree/main/.agents/skills/ios-qa
Command: npx skills add https://github.com/SakshamKandel/Salt-Route-Consulting- --skill ios-qa-sakshamkandel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Real-device QA on iOS apps is slow and brittle when using emulators; this skill enables running QA on a real iPhone to catch layout and interaction issues in the actual device context.

Core Features & Use Cases

  • Connects to a real iPhone via USB and runs a vision-driven agent loop that captures screenshots, analyzes SwiftUI screens, and drives actions through an embedded StateServer.
  • Optionally exposes the device over Tailscale so remote agents can perform iOS QA from anywhere without touching the hardware.
  • Works with SwiftUI apps to validate layouts, interactions, and flows across screens and states, enabling end-to-end quality checks on real devices.

Quick Start

Connect a real iPhone via USB and start the vision-driven QA loop to validate SwiftUI screens through the embedded StateServer.

Frequently Asked Questions about ios-qa

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

FAQPage Schema
How do I run automated QA testing on a real iOS device for SwiftUI apps?▼

Real-device iOS QA connects to a physical iPhone via USB and runs a vision-driven agent loop that captures and analyzes screenshots to detect SwiftUI UI defects. It uses an embedded StateServer to coordinate actions and verifications across screens.

Can I perform remote iOS QA testing without physically accessing the hardware?▼

Yes, you can expose the connected iPhone over Tailscale to enable remote iOS QA. This allows agents to perform vision-driven testing and validation on the real device from anywhere without needing direct physical interaction with the hardware.

How does vision-driven UI defect detection work for iOS apps?▼

Vision-driven UI defect detection works by capturing screenshots of the iOS app and analyzing them visually to identify layout issues and interaction bugs. An embedded StateServer coordinates HTTP communication and Swift source parsing to drive actions and verify UI states.

Does this real-device iOS testing approach work better than emulators for catching layout bugs?▼

Real-device iOS QA catches layout and interaction bugs in the actual hardware context, avoiding the brittleness of emulators. It validates SwiftUI layouts and flows across screens and states directly on a physical iPhone for accurate end-to-end quality checks.

What do I need to start running live-device QA on an iPhone?▼

You need a physical iPhone connected via USB and a SwiftUI app to test. The QA process uses Bash-based tooling, image analysis, and HTTP communication to run the vision-driven agent loop and validate screens through the embedded StateServer.

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