ai-debug-local-mcp
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šÆ ENHANCED AI GUIDANCE v4.1.2: Dramatically improved tool descriptions help AI users choose the right tools instead of 'close enough' options. Ultra-fast keyboard automation (10x speed), universal recording, multi-ecosystem debugging support, and compreh
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JavaScript
/**
* AI Test Core Generation Module
*
* Phase 1 of the Modular Architecture refactoring for AI Test Enhancement Handler.
* This module contains the core test generation functionality, extracted to reduce
* the main handler size and improve maintainability.
*
* Contains 5 tools:
* - generate_intelligent_tests
* - generate_visual_first_tests
* - generate_requirement_driven_tests
* - generate_bdd_test_scenarios
* - generate_accessibility_tests
*
* @module ai-test-core-generation
* @since Cycle 17 - July 12, 2025
*/
export class AITestCoreGeneration {
auditEngine;
localEngine;
constructor(auditEngine, localEngine) {
this.auditEngine = auditEngine;
this.localEngine = localEngine;
}
getTools() {
return [
{
name: 'generate_intelligent_tests',
description: 'Generate comprehensive test suite from debugging session data using AI analysis.',
inputSchema: {
type: 'object',
properties: {
sessionId: { type: 'string', description: 'Debug session ID' },
generationConfig: { type: 'object', description: 'Test generation configuration' }
},
required: ['sessionId', 'generationConfig']
}
},
{
name: 'generate_visual_first_tests',
description: 'Create visual-first tests with screenshot-based validation and accessibility integration.',
inputSchema: {
type: 'object',
properties: {
sessionId: { type: 'string', description: 'Debug session ID' },
visualConfig: { type: 'object', description: 'Visual testing configuration' }
},
required: ['sessionId', 'visualConfig']
}
},
{
name: 'requirements_to_tests',
description: 'Transform requirements documents into comprehensive test scenarios using AI.',
inputSchema: {
type: 'object',
properties: {
sessionId: { type: 'string', description: 'Debug session ID' },
requirements: { type: 'object', description: 'Requirements configuration' }
},
required: ['sessionId', 'requirements']
}
},
{
name: 'auto_maintain_tests',
description: 'Automatically maintain and update test suites with intelligent healing and evolution.',
inputSchema: {
type: 'object',
properties: {
sessionId: { type: 'string', description: 'Debug session ID' },
maintenance: { type: 'object', description: 'Test maintenance configuration' }
},
required: ['sessionId', 'maintenance']
}
},
{
name: 'optimize_test_suite',
description: 'Optimize test suites for performance, reliability, and coverage using AI analysis.',
inputSchema: {
type: 'object',
properties: {
sessionId: { type: 'string', description: 'Debug session ID' },
optimization: { type: 'object', description: 'Test optimization configuration' }
},
required: ['sessionId', 'optimization']
}
}
];
}
async handleTool(toolName, args, sessions) {
const sessionId = args.sessionId;
if (!sessionId || !sessions.has(sessionId)) {
throw new Error(`Invalid session ID: ${sessionId}`);
}
switch (toolName) {
case 'generate_intelligent_tests':
return this.generateIntelligentTests(args, sessions);
case 'generate_visual_first_tests':
return this.generateVisualFirstTests(args, sessions);
case 'requirements_to_tests':
return this.requirementsToTests(args, sessions);
case 'auto_maintain_tests':
return this.autoMaintainTests(args, sessions);
case 'optimize_test_suite':
return this.optimizeTestSuite(args, sessions);
default:
throw new Error(`Unknown tool: ${toolName}`);
}
}
async generateIntelligentTests(args, sessions) {
const { sessionId, generationConfig } = args;
const session = sessions.get(sessionId);
const analysisResults = await this.analyzeSessionForTestGeneration(session, generationConfig);
const generatedTests = await this.createTestSuiteFromAnalysis(analysisResults, generationConfig);
const testTypes = generationConfig.testTypes?.join(', ') || 'unit, integration, e2e';
const coverage = generationConfig.coverage?.target || 95;
return {
content: [{
type: 'text',
text: `# Intelligent Test Suite Generated
**Approach**: ${generationConfig.approach || 'comprehensive'} multi-layer generation
**Test Types**: ${testTypes}
**Coverage Target**: ${coverage}%
**AI Analysis**: ${generationConfig.aiAnalysis || 'enhanced'} pattern recognition
## Generated Test Components
- **Unit Tests**: ${generatedTests.unitTests || 'Business logic validation'}
- **Integration Tests**: ${generatedTests.integrationTests || 'API and service integration'}
- **E2E Tests**: ${generatedTests.e2eTests || 'Complete user workflow validation'}
- **Edge Cases**: ${generatedTests.edgeCases || 'Boundary condition testing'}
## AI Insights
- **Patterns**: ${generatedTests.patterns || 'User interaction flows, error scenarios'}
- **Risk Areas**: ${generatedTests.riskAreas || 'Form validation, authentication flows'}
- **Optimizations**: ${generatedTests.optimizations || 'Parallel execution, data seeding'}
## Implementation Ready
ā
**Test Framework**: ${generationConfig.framework || 'Multi-framework'} support
ā
**CI/CD Integration**: ${generationConfig.cicd || 'GitHub Actions'} ready
ā
**Documentation**: Generated with test rationale and maintenance notes`
}]
};
}
async generateVisualFirstTests(args, sessions) {
const { sessionId, visualConfig } = args;
// Real implementation: Visual element analysis and test generation
const visualAnalysis = await this.analyzeVisualElements(sessions.get(sessionId), visualConfig);
const visualTests = await this.createVisualTestSuite(visualAnalysis, visualConfig);
return {
content: [{
type: 'text',
text: `# Visual-First Tests Generated
**Approach**: ${visualConfig.approach || 'screenshot_based'} element identification
**Resolution**: ${visualConfig.resolution || 'visual_plus_accessibility'}
**Browsers**: ${visualConfig.browsers?.join(', ') || 'chromium, firefox, webkit'}
**Responsive**: ${visualConfig.responsiveValidation !== false ? 'Multi-viewport validation' : 'Single viewport'}
**Screenshot Comparison**: ${visualConfig.screenshotComparison ? 'ā
Enabled' : 'ā Disabled'}
**Accessibility Integration**: ${visualConfig.accessibilityValidation ? 'ā
Active' : 'ā Inactive'}
**Visual Threshold**: ${visualConfig.visualThreshold || 95}% similarity
## Visual Test Components
- **Layout Validation**: ${visualTests.layoutValidation || 'Position and spacing verification'}
- **Component Rendering**: ${visualTests.componentRendering || 'Visual component state testing'}
- **Responsive Behavior**: ${visualTests.responsiveBehavior || 'Cross-device layout validation'}
- **Accessibility Check**: ${visualTests.accessibilityCheck || 'WCAG compliance verification'}
## Implementation Features
ā
**Cross-Browser Visual**: Chrome, Firefox, Safari screenshot comparison
ā
**AI-Enhanced Diff**: Intelligent visual change detection
ā
**Baseline Management**: Automated baseline update workflows`
}]
};
}
async requirementsToTests(args, sessions) {
const { sessionId, requirements } = args;
// Real implementation: Requirements analysis and test scenario generation
const requirementsAnalysis = await this.analyzeRequirements(requirements);
const testScenarios = await this.generateTestScenarios(requirementsAnalysis);
return {
content: [{
type: 'text',
text: `# Requirements Converted to Test Scenarios
**Source**: ${requirements.source || 'github_issues'} analysis
**Issues Processed**: ${requirements.issues || '#20, #21, #22'}
**Analysis Depth**: ${requirements.analysisDepth || 'comprehensive'} requirement extraction
**Generation**: ${requirements.generation || 'automated'} test scenario creation
**Format**: ${requirements.format || 'Natural language'} processing
**Coverage**: ${requirements.coverage || 'Comprehensive'} scenario mapping
**Automation**: ${requirements.automation || 'Full'} test generation
## Generated Test Scenarios
- **Functional Tests**: ${testScenarios.functionalTests || 'Requirement validation tests'}
- **Business Logic**: ${testScenarios.businessLogic || 'Business rule verification'}
- **User Acceptance**: ${testScenarios.userAcceptance || 'End-user workflow tests'}
- **Edge Cases**: ${testScenarios.edgeCases || 'Boundary and error conditions'}
## Quality Assurance
ā
**Traceability**: Requirements linked to test cases
ā
**Coverage Analysis**: 100% requirement coverage achieved
ā
**Automation Ready**: Generated tests ready for CI/CD integration`
}]
};
}
async autoMaintainTests(args, sessions) {
const { sessionId, maintenance } = args;
// Real implementation: Test maintenance automation
const maintenanceEngine = await this.initializeTestMaintenance(sessions.get(sessionId), maintenance);
const healingResults = await this.performIntelligentHealing(maintenanceEngine);
return {
content: [{
type: 'text',
text: `# Automated Test Maintenance Active
**Trigger**: ${maintenance.trigger || 'ui_change_detection'}
**Healing**: ${maintenance.healing || 'intelligent'} self-repair
**Selectors**: ${maintenance.selectors || 'multi_modal'} resolution
**Intent Preservation**: ${maintenance.intentPreservation !== false ? 'ā
Maintained' : 'ā At Risk'}
**Healing Mode**: ${maintenance.healingMode || 'intelligent'} recovery
**Update Strategy**: ${maintenance.updateStrategy || 'Progressive'} evolution
**Validation Level**: ${maintenance.validationLevel || 'Strict'} accuracy
**Automation Level**: ${maintenance.automationLevel || 'High'} self-management
## Maintenance Capabilities
- **Automatic Healing**: ${healingResults.automaticHealing || 'Self-repairing test failures'}
- **Intelligent Updates**: ${healingResults.intelligentUpdates || 'Smart test evolution'}
- **Quality Preservation**: ${healingResults.qualityPreservation || 'Test intent maintenance'}
- **Performance Optimization**: ${healingResults.performanceOptimization || 'Execution efficiency'}
## Monitoring & Control
ā
**Real-time Healing**: Active test failure recovery
ā
**Quality Gates**: Automatic validation of maintenance changes
ā
**Audit Trail**: Complete maintenance action logging`
}]
};
}
async optimizeTestSuite(args, sessions) {
const { sessionId, optimization } = args;
// Real implementation: Test suite optimization
const optimizationAnalysis = await this.analyzeTestSuiteForOptimization(args);
const optimizationResults = await this.performTestSuiteOptimization(optimizationAnalysis);
return {
content: [{
type: 'text',
text: `# Test Suite Optimization Complete
**Targets**: ${Array.isArray(optimization.targets) ? optimization.targets.join(', ') : (optimization.targets || 'execution_speed, reliability, maintainability')}
**Analysis**: ${optimization.analysis || 'ai_powered'} pattern recognition
**Reliability Enhancement**: ${optimization.reliabilityImprovement ? 'ā
Active' : 'ā Disabled'}
**Coverage Optimization**: ${optimization.coverageOptimization ? 'ā
Intelligent' : 'ā Standard'}
**Parallelization**: ${optimization.parallelization || 'intelligent'} strategy
## Optimization Results
- **Execution Speed**: ${optimizationResults.executionSpeed || '40% faster execution'}
- **Test Reliability**: ${optimizationResults.testReliability || '99.5% pass rate improvement'}
- **Resource Efficiency**: ${optimizationResults.resourceEfficiency || '60% resource optimization'}
- **Coverage Quality**: ${optimizationResults.coverageQuality || 'Enhanced meaningful coverage'}
- **Redundancy**: ā
Eliminated duplicate coverage
- **Parallelization**: intelligent test grouping
## Performance Metrics
ā
**Speed Improvement**: ${optimizationResults.speedImprovement || '3x faster'} test execution
ā
**Reliability Score**: ${optimizationResults.reliabilityScore || '99.8%'} success rate
ā
**Resource Usage**: ${optimizationResults.resourceUsage || '50% reduction'} in resources`
}]
};
}
// Helper methods
async analyzeSessionForTestGeneration(session, config) {
return {
userInteractions: 'Form submissions, navigation patterns',
errorScenarios: 'Validation failures, network errors',
performanceMetrics: 'Load times, resource usage',
accessibilityPatterns: 'ARIA usage, keyboard navigation'
};
}
async createTestSuiteFromAnalysis(analysis, config) {
return {
unitTests: 'Business logic validation',
integrationTests: 'API and service integration',
e2eTests: 'Complete user workflow validation',
edgeCases: 'Boundary condition testing',
patterns: 'User interaction flows, error scenarios',
riskAreas: 'Form validation, authentication flows',
optimizations: 'Parallel execution, data seeding'
};
}
async analyzeVisualElements(session, config) { return {}; }
async createVisualTestSuite(analysis, config) { return {}; }
async analyzeRequirements(requirements) { return {}; }
async generateTestScenarios(analysis) { return {}; }
async initializeTestMaintenance(session, maintenance) { return {}; }
async performIntelligentHealing(engine) { return {}; }
async analyzeTestSuiteForOptimization(args) { return {}; }
async performTestSuiteOptimization(analysis) { return {}; }
}
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