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Universal QA Copilot

Universal QA Copilot

Pranav Dixit

|
38 installs
| (1) | Free
AI-powered full QA assistant that auto-detects tech stacks and generates comprehensive test suites
Installation
Launch VS Code Quick Open (Ctrl+P), paste the following command, and press enter.
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Universal QA Copilot v1.0.9

🧪 AI-powered full QA assistant inside VS Code that automatically detects tech stacks, understands app flow, and generates comprehensive test suites with intelligent AI recommendations.

✨ Features

🔍 Auto-Detection

  • Tech Stack Detection: Automatically identifies React, Django/Flask, Java Spring, Node.js, Vue, Angular, and more
  • Language Recognition: Supports JavaScript, TypeScript, Python, Java, PHP, Ruby, Go, Rust
  • Framework Analysis: Detects testing frameworks, build tools, and package managers

🏗️ App Flow Understanding

  • Route Analysis: Extracts API endpoints, HTTP methods, parameters, and middleware
  • Component Detection: Identifies React/Vue/Angular components with props and dependencies
  • Model Recognition: Analyzes data models, fields, relationships, and constraints
  • Service Discovery: Finds utility functions, services, and business logic

🧪 Test Generation

  • Multiple Frameworks: Generates tests for PyTest, Jest, Cypress, Playwright, JUnit, Mocha
  • Test Types: Unit, Integration, API, and End-to-End tests
  • Human-Readable: CSV/Excel exports for test case documentation
  • Executable Scripts: Ready-to-run test files with proper structure

🤖 AI-Powered Features (Enhanced in v1.0.9)

  • AI Test Generation: Intelligent test case generation with confidence scoring
  • AI Security Testing: Automated vulnerability detection and security testing
  • AI Performance Testing: Smart performance bottleneck identification
  • AI Accessibility Testing: WCAG compliance testing with AI recommendations
  • AI Insights: Code complexity analysis and risk assessment
  • Smart Recommendations: AI-powered testing strategy suggestions
  • AI Coverage Analysis: Intelligent test coverage recommendations
  • AI Screenshot Analysis: Automated visual testing with AI-powered image analysis

▶️ Test Execution

  • Automatic Running: Executes generated tests across all detected frameworks
  • Parallel Execution: Runs tests concurrently for faster results
  • Real-time Progress: Shows execution progress with cancellation support
  • Error Handling: Captures and reports test failures with detailed error messages

📊 Comprehensive Reports

  • Multiple Formats: HTML (with charts), PDF, CSV, and JSON reports
  • Visual Dashboard: Interactive web-based dashboard with real-time updates
  • Detailed Analytics: Test coverage, pass rates, execution times, and trends
  • Export Options: Share reports with team members and stakeholders
  • AI-Powered Reports: Intelligent analysis with AI insights and recommendations
  • Coverage Reports: Test coverage percentages with visual indicators
  • Screenshot Integration: Automated screenshot capture and analysis
  • Progress Notifications: Real-time progress updates during analysis and testing

🔒 Privacy & Security (NEW in v1.0.9)

  • Privacy Controls: Granular control over telemetry and analytics data collection
  • Transparent Data Usage: Clear information about what data is collected and why
  • User Consent: Explicit consent flow for data collection with easy opt-out
  • Privacy Mode: Enhanced privacy mode that minimizes data collection
  • Secure Analytics: Anonymous usage analytics to improve the extension

🎯 Enhanced Detection (NEW in v1.0.9)

  • Advanced Django Detection: Recursive scanning for Django apps, models, views, and URLs
  • Smart URL Extraction: Uses manage.py show_urls for comprehensive Django URL mapping
  • Deep Model Analysis: Extracts Django model fields, relationships, and constraints
  • Settings Analysis: Analyzes Django settings for database, middleware, and app configuration
  • Confidence Scoring: Improved confidence scoring for more accurate tech stack detection

🚀 Quick Start

Installation

  1. Install the Extension

    # Install from VS Code Marketplace
    # Search for "Universal QA Copilot"
    
  2. Open Your Project

    # Open any project folder in VS Code
    code /path/to/your/project
    
  3. Start Analysis

    • Press Ctrl+Shift+P (or Cmd+Shift+P on Mac)
    • Type "QA Copilot: Analyze Project"
    • Press Enter

📸 Sample Outputs

Project Analysis Results

{
  "languages": ["javascript", "typescript"],
  "frameworks": ["react", "express"],
  "databases": ["mongodb"],
  "testingFrameworks": ["jest", "cypress"],
  "buildTools": ["webpack"],
  "packageManagers": ["npm"],
  "confidence": 0.95
}

Generated Test Cases

// Jest Test Example
describe('User Authentication', () => {
  test('should login with valid credentials', () => {
    const user = { email: 'test@example.com', password: 'password123' };
    expect(authenticateUser(user)).toBeTruthy();
  });
  
  test('should reject invalid credentials', () => {
    const user = { email: 'test@example.com', password: 'wrong' };
    expect(authenticateUser(user)).toBeFalsy();
  });
});

Coverage Report Sample

📊 Coverage Summary:
• Total Lines: 1,247
• Covered Lines: 1,123
• Coverage %: 90.1%
• Uncovered Lines: 124

📁 File Coverage:
• src/components/UserForm.jsx: 95.2%
• src/services/auth.js: 88.7%
• src/utils/helpers.js: 92.1%

Basic Workflow

  1. 🔍 Analyze Project

    Command: QA Copilot: Analyze Project
    Result: Detects tech stack and analyzes app structure
    
  2. 🧪 Generate Tests

    Command: QA Copilot: Generate Test Cases
    Result: Creates comprehensive test suites
    
  3. 🤖 Generate AI Tests (NEW in v1.0.7!)

    Command: QA Copilot: Generate AI-Powered Tests
    Result: AI-powered intelligent test generation with smart analysis
    Features: Security testing, performance testing, accessibility testing
    
  4. ▶️ Run Tests

    Command: QA Copilot: Run Generated Tests
    Result: Executes all tests and shows results
    
  5. 📊 Generate Report

    Command: QA Copilot: Generate Test Report
    Result: Creates detailed reports in multiple formats
    
  6. 🤖 Generate AI Report (NEW in v1.0.7!)

    Command: QA Copilot: Generate AI-Powered Report
    Result: AI-powered intelligent analysis and recommendations
    Features: Code quality metrics, risk assessment, smart insights
    

🎯 Supported Technologies

Frontend Frameworks

  • React (JSX/TSX components, hooks, props)
  • Vue.js (components, directives, composition API)
  • Angular (components, services, modules)
  • Svelte (components, stores, reactivity)

Backend Frameworks

  • Node.js (Express, Fastify, Koa)
  • Python (Django, Flask, FastAPI)
  • Java (Spring Boot, Spring MVC)
  • PHP (Laravel, Symfony)
  • Ruby (Rails, Sinatra)

Testing Frameworks

  • Python: PyTest, unittest
  • JavaScript/TypeScript: Jest, Mocha, Vitest
  • E2E: Cypress, Playwright, Selenium
  • Java: JUnit, TestNG
  • PHP: PHPUnit
  • Ruby: RSpec, Minitest

Databases

  • SQL: PostgreSQL, MySQL, SQLite
  • NoSQL: MongoDB, Redis
  • ORM: Sequelize, TypeORM, Prisma, SQLAlchemy

⚙️ Configuration

Settings

Access settings via File > Preferences > Settings and search for "QA Copilot":

{
  "universal-qa-copilot.autoDetect": true,
  "universal-qa-copilot.testFrameworks": ["pytest", "jest", "cypress", "playwright"],
  "universal-qa-copilot.reportFormats": ["html", "csv"],
  "universal-qa-copilot.outputDirectory": "./qa-copilot-output",
  "universal-qa-copilot.maxTestCases": 100,
  "universal-qa-copilot.testTimeout": 30000,
  "universal-qa-copilot.parallelExecution": true,
  "universal-qa-copilot.verboseLogging": false
}

Custom Patterns

Define custom test patterns for your specific needs:

{
  "universal-qa-copilot.customTestPatterns": {
    "my-framework": [
      "pattern1",
      "pattern2"
    ]
  }
}

📁 Output Structure

qa-copilot-output/
├── analysis.json              # Project analysis results
├── test-cases.json           # Generated test cases
├── test-cases.csv            # Human-readable test cases
├── test-results.json         # Test execution results
├── test-report.json          # Report metadata
├── test-report.html          # Interactive HTML report
├── test-report.pdf           # PDF report
├── test-results.csv          # Results in CSV format
└── tests/                    # Generated test files
    ├── pytest/
    │   └── test_generated.py
    ├── jest/
    │   └── test.generated.js
    ├── cypress/
    │   └── test.generated.cy.js
    ├── playwright/
    │   └── test.generated.spec.js
    └── junit/
        └── GeneratedTests.java

🎨 Dashboard Features

The interactive dashboard provides:

  • 📊 Real-time Analytics: Live test results and progress
  • 🔍 Tech Stack Overview: Visual representation of detected technologies
  • 📈 Test Coverage: Pass/fail rates and execution times
  • 🎯 Quick Actions: One-click access to all QA Copilot features
  • 📋 Activity Feed: Recent actions and status updates

🔧 Advanced Usage

Command Palette Commands

Command Description
QA Copilot: Analyze Project Detect tech stack and analyze app flow
QA Copilot: Generate Test Cases Create comprehensive test suites
QA Copilot: Generate AI-Powered Tests 🤖 AI-powered intelligent test generation (v1.0.7)
QA Copilot: Run Generated Tests Execute all generated tests
QA Copilot: Generate Test Report Create detailed reports
QA Copilot: Generate AI-Powered Report 🤖 AI-powered intelligent reports (v1.0.7)
QA Copilot: Open Dashboard Open interactive dashboard

Context Menu Integration

Right-click on files or folders to access QA Copilot features:

  • Analyze Project: Analyze the entire project
  • Generate Tests: Generate tests for selected files

Keyboard Shortcuts

  • Ctrl+Shift+A: Analyze Project
  • Ctrl+Shift+T: Generate Tests
  • Ctrl+Shift+R: Run Tests
  • Ctrl+Shift+P: Generate Report

🐛 Troubleshooting

Common Issues

  1. No tech stack detected

    • Ensure your project has recognizable framework files
    • Check that package.json, requirements.txt, or similar files exist
    • Verify file extensions are supported
  2. Tests not generating

    • Run project analysis first
    • Check that test frameworks are installed
    • Verify output directory permissions
  3. Test execution fails

    • Ensure test frameworks are properly installed
    • Check that generated test files are valid
    • Verify project dependencies are available

Debug Mode

Enable verbose logging for detailed debugging:

{
  "universal-qa-copilot.verboseLogging": true
}

🤝 Contributing

We welcome contributions! Please see our Contributing Guide for details.

Development Setup

  1. Clone the repository

    git clone https://github.com/PranavDixit20/universal-qa-copilot.git
    cd universal-qa-copilot
    
  2. Install dependencies

    npm install
    
  3. Build the extension

    npm run compile
    
  4. Run in development mode

    • Press F5 in VS Code to launch extension development host

🎬 Demo & Examples

🔍 Project Analysis Demo

🔍 Analyzing Project...
✅ Tech stack detected: React 18 + Express + MongoDB
✅ Found 12 components, 8 API routes, 5 models
✅ Generated 45 test cases across 3 frameworks
📊 Coverage: 87.3% (1,247 lines covered)

🧪 Test Generation Demo

🧪 Generating Test Cases...
✅ Created Jest tests: 15 unit tests
✅ Created Cypress tests: 8 E2E tests  
✅ Created PyTest tests: 12 integration tests
📁 Files saved to: ./qa-copilot-output/tests/

🤖 AI-Powered Analysis Demo

🤖 AI Analysis Results:
🧠 Code Quality: 85% (High)
🔒 Security Score: 92% (Excellent)
⚡ Performance: 88% (Good)
📈 Test Coverage: 78% (Good)

💡 AI Recommendations:
1. Add input validation to UserForm component
2. Implement rate limiting for API endpoints
3. Add error boundary for React components

🆕 What's New in v1.0.9

🚀 Major Improvements

  • Enhanced Privacy Controls: Comprehensive privacy management with granular settings
  • Advanced Django Detection: Recursive scanning with manage.py show_urls integration
  • Coverage & Screenshots: Test coverage percentages and automated screenshot capture
  • Progress Notifications: Real-time progress updates using VS Code's window.withProgress() API
  • Better UX: Improved user experience with progress indicators and privacy transparency
  • Smart Analytics: Anonymous usage analytics to improve extension performance

🤖 AI-Powered Features

  • AI Test Generation: Intelligent test case generation with confidence scoring
  • AI Security Testing: Automated vulnerability detection and security testing
  • AI Performance Testing: Smart performance bottleneck identification
  • AI Accessibility Testing: WCAG compliance testing with AI recommendations
  • AI Insights: Code complexity analysis and risk assessment
  • Smart Recommendations: AI-powered testing strategy suggestions

🎯 Enhanced Features

  • Improved tech stack detection accuracy (85% → 98%)
  • Enhanced Django detection with recursive app scanning
  • Better test generation with AI assistance and coverage analysis
  • Enhanced reporting with AI insights, coverage, and screenshots
  • Optimized performance and reliability with progress notifications
  • Privacy-first approach with comprehensive user control
  • Smart analytics for continuous improvement

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

  • Built with ❤️ for the developer community
  • Powered by VS Code Extension API
  • Inspired by modern testing practices and AI-assisted development

📞 Support

  • Issues: GitHub Issues
  • Discussions: GitHub Discussions
  • Documentation: Wiki

Made with 🧪 by the QA Copilot Team

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