hybrid-ui-eval-loop

Official

Automated UI quality evaluation

Authorhelpful-bits
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill streamlines the process of finding and reporting UI defects across web, desktop, and mobile applications by combining deterministic automation with intelligent exploratory agents and multimodal review.

Core Features & Use Cases

  • Hybrid Testing: Integrates Playwright/XCTest for deterministic checks with AI agents for exploratory testing.
  • Multimodal Review: Leverages video analysis to identify subtle UI/UX issues.
  • Actionable Reporting: Generates detailed, evidence-backed defect reports with clear next steps.
  • Use Case: When testing a new feature in a desktop application, this Skill first runs automated regression tests, then uses an AI agent to explore edge cases, and finally analyzes a video recording of the session to catch visual glitches or usability issues, producing a comprehensive bug report.

Quick Start

Run the hybrid UI evaluation loop for the PlanToCode desktop application on macOS.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: hybrid-ui-eval-loop
Download link: https://github.com/helpful-bits/plantocode/archive/main.zip#hybrid-ui-eval-loop

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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