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ui-percept-rapid-feedback

Capture SwiftUI app screens and generate artifact-backed UI feedback reports.

Updated Apr 27, 2026
Search Tags:#automation#reporting#quality-assurance#swiftui#capture#visual-feedback#ui-percept
One-click install
npx skills add https://github.com/annurdien/skills --skill ui-percept-rapid-feedback
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ui-percept-rapid-feedback
Source: https://github.com/annurdien/skills/tree/main/ui-percept-rapid-feedback
Command: npx skills add https://github.com/annurdien/skills --skill ui-percept-rapid-feedback

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Use this skill to obtain fast, deterministic UI quality feedback for the Quick Maths SwiftUI app by running captures and applying stricter aesthetic rules, then producing an actionable report for iteration.

Core Features & Use Cases

  • Deterministic UI feedback: runs capture plus ui-percept with high-bar rules to surface concrete, measurable signals.
  • Report-driven iteration: writes feedback-overview.json, codex-jury-prompt.md, codex-decision-log.md, feedback-report.md/.json to guide patches and reruns.
  • Reusable workflow: supports patching SwiftUI code, rerunning captures, and archiving history for durable iteration.

Quick Start

Run the UI feedback workflow on your latest captures to generate a structured, actionable report for rapid iteration.

Frequently Asked Questions about ui-percept-rapid-feedback

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

FAQPage Schema
How do I automate UI quality feedback for a SwiftUI app?▼

Automating UI quality feedback for a SwiftUI app involves capturing simulator screens and evaluating them against aesthetic rules. This skill runs deterministic captures and applies high-bar rules to generate structured, actionable reports for iteration.

What is deterministic UI feedback in iOS development?▼

Deterministic UI feedback in iOS development provides measurable visual signals by capturing screens and applying strict rules. It writes artifact-backed reports like feedback-overview.json to guide code patching and reruns without subjective guesswork.

Do I need an iOS simulator to capture SwiftUI screens for visual feedback?▼

Yes, capturing SwiftUI screens for visual feedback requires an iOS simulator accessible via xcodebuild. You also need a buildable repository and the ui-percept installation to run the automated capture and reporting workflow effectively.

How to generate actionable UI reports after patching SwiftUI code?▼

Generating actionable UI reports after patching SwiftUI code requires rerunning captures against high-bar rules. This skill produces feedback-report.md and codex-decision-log.md files to document visual quality signals and guide further iterations.

What's the best way to archive UI capture history for SwiftUI iteration?▼

Archiving UI capture history for SwiftUI iteration is supported by rerunning captures and storing artifact-backed reports. This reusable workflow maintains durable feedback-overview.json and decision logs to track visual quality changes over time.

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