moai-workflow-testing

name	moai-workflow-testing
description	AI-powered enterprise web application testing orchestrator with Context7 integration, intelligent test generation, visual regression testing, cross-browser coordination, and automated QA workflows for modern web applications
version	2.0.0
modularized	false
scripts_enabled	true
last_updated	"2025-11-30T00:00:00.000Z"
compliance_score	66
auto_trigger_keywords	["testing","workflow"]
scripts	[{"name":"with_server.py","purpose":"Start one or more servers, wait for them to be ready, run a command, then clean up.","type":"python","command":"uv run .claude/skills/moai-workflow-testing/scripts/with_server.py","zero_context":false,"version":"1.0.0","last_updated":"2025-11-30T00:00:00.000Z"}]
color	red

Quick Reference (30 seconds)

Web Application Testing with Playwright

🚀 Two Approaches

Level 1: Basic Playwright Testing (when you don't need AI)

To test local web applications, write native Python Playwright scripts.

Helper Scripts Available:

• scripts/with_server.py - Manages server lifecycle (supports multiple servers)

Always run scripts with --help first to see usage. DO NOT read the source until you try running the script first. These scripts can be very large and thus pollute your context window. They exist to be called directly as black-box scripts.

Level 2: AI-Enhanced Testing (AI-Enhanced methodology below)

---

🧠 AI-Enhanced Testing Methodology (AI-TEST Framework)

A - AI Test Pattern Recognition

class AITestPatternRecognizer:
    """AI-powered test pattern detection and classification."""
    
    async def analyze_webapp_with_context7(self, webapp_url: str, context: dict) -> TestAnalysis:
        """Analyze webapp using Context7 documentation and AI pattern matching."""
        
        # Get latest testing patterns from Context7
        playwright_docs = await self.context7.get_library_docs(
            context7_library_id="/microsoft/playwright",
            topic="AI testing patterns automated test generation visual regression 2025",
            tokens=5000
        )
        
        # AI pattern classification
        app_type = self.classify_application_type(webapp_url, context)
        test_patterns = self.match_known_test_patterns(app_type, context)
        
        # Context7-enhanced analysis
        context7_insights = self.extract_context7_patterns(app_type, playwright_docs)
        
         TestAnalysis(
            application_type=app_type,
            confidence_score=.calculate_confidence(app_type, test_patterns),
            recommended_test_strategies=.generate_test_strategies(app_type, test_patterns, context7_insights),
            context7_references=context7_insights[],
            automation_opportunities=.identify_automation_opportunities(app_type, test_patterns)
        )