@versatil/sdlc-framework/src/intelligence/ultrathink-breakthrough-system.ts

🚀 AI-Native SDLC framework with 11-MCP ecosystem, RAG memory, OPERA orchestration, and 6 specialized agents achieving ZERO CONTEXT LOSS. Features complete CI/CD pipeline with 7 GitHub workflows (MCP testing, security scanning, performance benchmarking),

/**
 * UltraThink Breakthrough Intelligence System
 * Advanced problem-solving for bottlenecks, struggle loops, and breakthrough solutions
 *
 * Features:
 * - Bottleneck detection and elimination
 * - Struggle loop pattern breaking
 * - Creative solution generation
 * - Cross-domain knowledge transfer
 * - Emergency breakthrough protocols
 * - Meta-level analysis and optimization
 * - Constraint theory application
 * - Breakthrough thinking patterns
 */

import { EventEmitter } from 'events';
import { promises as fs } from 'fs';
import { join } from 'path';

export interface BottleneckAnalysis {
  type: BottleneckType;
  severity: 'low' | 'medium' | 'high' | 'critical';
  location: string;
  impact: BottleneckImpact;
  rootCauses: RootCause[];
  solutions: BreakthroughSolution[];
  urgency: number;
  estimatedResolutionTime: number;
  conflictingConstraints: string[];
}

export enum BottleneckType {
  PERFORMANCE = 'performance',
  DEVELOPMENT_VELOCITY = 'development_velocity',
  DECISION_PARALYSIS = 'decision_paralysis',
  RESOURCE_CONSTRAINT = 'resource_constraint',
  TECHNICAL_DEBT = 'technical_debt',
  KNOWLEDGE_GAP = 'knowledge_gap',
  COMMUNICATION = 'communication',
  PROCESS_INEFFICIENCY = 'process_inefficiency',
  COGNITIVE_OVERLOAD = 'cognitive_overload',
  INTEGRATION_COMPLEXITY = 'integration_complexity'
}

export interface BottleneckImpact {
  developmentSpeed: number; // -100 to 100
  teamMorale: number;
  codeQuality: number;
  deliveryTimeline: number;
  resourceUtilization: number;
  innovation: number;
  costMultiplier: number;
}

export interface RootCause {
  category: 'technical' | 'process' | 'human' | 'organizational' | 'external';
  description: string;
  confidence: number;
  dependencies: string[];
  historicalFrequency: number;
  solutionComplexity: 'simple' | 'moderate' | 'complex' | 'systemic';
}

export interface StruggleLoop {
  id: string;
  pattern: StrugglePattern;
  iterations: number;
  duration: number;
  energyDrain: number;
  confidence: number;
  breakthroughProbability: number;
  alternativeApproaches: AlternativeApproach[];
  exitStrategies: ExitStrategy[];
}

export enum StrugglePattern {
  REPEATED_FAILED_ATTEMPTS = 'repeated_failed_attempts',
  ANALYSIS_PARALYSIS = 'analysis_paralysis',
  OVERCOMPLICATED_SOLUTION = 'overcomplicated_solution',
  MISSING_PERSPECTIVE = 'missing_perspective',
  WRONG_PROBLEM_DEFINITION = 'wrong_problem_definition',
  INSUFFICIENT_KNOWLEDGE = 'insufficient_knowledge',
  COGNITIVE_BIAS = 'cognitive_bias',
  RESOURCE_THRASHING = 'resource_thrashing',
  PERFECTIONISM_TRAP = 'perfectionism_trap',
  SCOPE_CREEP = 'scope_creep'
}

export interface AlternativeApproach {
  name: string;
  description: string;
  paradigmShift: string;
  successProbability: number;
  riskLevel: 'low' | 'medium' | 'high';
  resourceRequirement: string;
  timeToSolution: number;
  innovationLevel: number;
  examples: string[];
}

export interface ExitStrategy {
  name: string;
  description: string;
  conditions: string[];
  actions: string[];
  recoverabilty: number;
  learningValue: number;
}

export interface BreakthroughSolution {
  id: string;
  name: string;
  type: SolutionType;
  approach: SolutionApproach;
  description: string;
  implementation: ImplementationPlan;
  constraints: Constraint[];
  benefits: Benefit[];
  risks: Risk[];
  confidence: number;
  novelty: number;
  elegance: number;
  sustainability: number;
  scalability: number;
}

export enum SolutionType {
  TECHNICAL_INNOVATION = 'technical_innovation',
  PROCESS_OPTIMIZATION = 'process_optimization',
  ARCHITECTURAL_CHANGE = 'architectural_change',
  TOOL_INTRODUCTION = 'tool_introduction',
  METHODOLOGY_SHIFT = 'methodology_shift',
  RESOURCE_REALLOCATION = 'resource_reallocation',
  CONSTRAINT_REMOVAL = 'constraint_removal',
  PARADIGM_CHANGE = 'paradigm_change',
  SIMPLIFICATION = 'simplification',
  AUTOMATION = 'automation'
}

export enum SolutionApproach {
  INCREMENTAL = 'incremental',
  REVOLUTIONARY = 'revolutionary',
  HYBRID = 'hybrid',
  EXPERIMENTAL = 'experimental',
  PROVEN = 'proven',
  EMERGENT = 'emergent'
}

export interface ImplementationPlan {
  phases: ImplementationPhase[];
  prerequisites: string[];
  milestones: Milestone[];
  rollbackPlan: string[];
  successMetrics: string[];
  monitoringStrategy: string;
}

export interface ImplementationPhase {
  name: string;
  description: string;
  duration: number;
  resources: string[];
  deliverables: string[];
  risks: string[];
  dependencies: string[];
}

export interface Milestone {
  name: string;
  description: string;
  successCriteria: string[];
  validationMethod: string;
  timeframe: number;
}

export interface Constraint {
  type: 'technical' | 'resource' | 'time' | 'regulatory' | 'organizational';
  description: string;
  severity: number;
  flexibility: number;
  workarounds: string[];
}

export interface Benefit {
  category: 'performance' | 'quality' | 'productivity' | 'innovation' | 'maintainability';
  description: string;
  quantification: string;
  timeline: 'immediate' | 'short_term' | 'medium_term' | 'long_term';
  confidence: number;
}

export interface Risk {
  description: string;
  probability: number;
  impact: number;
  mitigation: string[];
  contingency: string[];
}

export interface BreakthroughInsight {
  type: InsightType;
  description: string;
  source: InsightSource;
  confidence: number;
  applicability: number;
  novelty: number;
  actionability: string[];
  crossDomainAnalogy?: string;
  contradictionResolution?: string;
}

export enum InsightType {
  PATTERN_RECOGNITION = 'pattern_recognition',
  CONSTRAINT_IDENTIFICATION = 'constraint_identification',
  ASSUMPTION_CHALLENGE = 'assumption_challenge',
  CROSS_DOMAIN_TRANSFER = 'cross_domain_transfer',
  SIMPLIFICATION_OPPORTUNITY = 'simplification_opportunity',
  RESOURCE_OPTIMIZATION = 'resource_optimization',
  WORKFLOW_IMPROVEMENT = 'workflow_improvement',
  TECHNOLOGICAL_LEAP = 'technological_leap',
  PARADIGM_SHIFT = 'paradigm_shift',
  CONTRADICTION_RESOLUTION = 'contradiction_resolution'
}

export enum InsightSource {
  PATTERN_ANALYSIS = 'pattern_analysis',
  CROSS_PROJECT_LEARNING = 'cross_project_learning',
  COMMUNITY_WISDOM = 'community_wisdom',
  EXPERT_KNOWLEDGE = 'expert_knowledge',
  HISTORICAL_DATA = 'historical_data',
  SIMULATION = 'simulation',
  CONSTRAINT_THEORY = 'constraint_theory',
  CREATIVE_ALGORITHMS = 'creative_algorithms',
  BIOMIMICRY = 'biomimicry',
  ANALOGICAL_REASONING = 'analogical_reasoning'
}

export interface MetaAnalysis {
  teamDynamics: TeamDynamicsAnalysis;
  processEfficiency: ProcessEfficiencyAnalysis;
  toolEffectiveness: ToolEffectivenessAnalysis;
  knowledgeGaps: KnowledgeGapAnalysis;
  cognitiveLoad: CognitiveLoadAnalysis;
  innovationIndex: InnovationIndexAnalysis;
  collaborationQuality: CollaborationQualityAnalysis;
}

export interface TeamDynamicsAnalysis {
  communicationPatterns: string[];
  decisionMakingSpeed: number;
  conflictResolutionEfficiency: number;
  knowledgeSharing: number;
  psychologicalSafety: number;
  creativityLevel: number;
  burnoutRisk: number;
  skillComplementarity: number;
}

export interface ProcessEfficiencyAnalysis {
  bottlenecks: string[];
  redundancies: string[];
  automationOpportunities: string[];
  feedbackLoops: string[];
  qualityGates: string[];
  cycleTime: number;
  throughput: number;
  errorRate: number;
}

export interface ToolEffectivenessAnalysis {
  utilizationRate: Record<string, number>;
  learningCurve: Record<string, number>;
  integrationQuality: Record<string, number>;
  maintenanceOverhead: Record<string, number>;
  alternatives: Record<string, string[]>;
  recommendations: string[];
}

export interface KnowledgeGapAnalysis {
  criticalGaps: string[];
  learningPriorities: string[];
  expertiseDistribution: Record<string, number>;
  documentationQuality: number;
  knowledgeTransferRate: number;
  externalDependencies: string[];
}

export interface CognitiveLoadAnalysis {
  complexityLevel: number;
  contextSwitching: number;
  informationOverload: number;
  multitaskingPenalty: number;
  focusFragmentation: number;
  simplificationOpportunities: string[];
}

export interface InnovationIndexAnalysis {
  experimentationRate: number;
  riskTolerance: number;
  ideaGeneration: number;
  implementationSpeed: number;
  learningVelocity: number;
  adaptabilityScore: number;
}

export interface CollaborationQualityAnalysis {
  syncVsAsync: number;
  meetingEfficiency: number;
  documentationSharing: number;
  crossFunctionalAlignment: number;
  feedbackQuality: number;
  decisionTransparency: number;
}

export interface EmergencyProtocol {
  name: string;
  triggerConditions: string[];
  urgencyLevel: 'high' | 'critical' | 'emergency';
  responseTime: number;
  actions: EmergencyAction[];
  resources: string[];
  escalationPath: string[];
  successCriteria: string[];
}

export interface EmergencyAction {
  priority: number;
  description: string;
  owner: string;
  duration: number;
  dependencies: string[];
  rollbackOption: boolean;
}

export class UltraThinkBreakthroughSystem extends EventEmitter {
  private bottlenecks: Map<string, BottleneckAnalysis> = new Map();
  private struggleLoops: Map<string, StruggleLoop> = new Map();
  private solutions: Map<string, BreakthroughSolution> = new Map();
  private insights: BreakthroughInsight[] = [];
  private emergencyProtocols: Map<string, EmergencyProtocol> = new Map();
  private metaAnalysisHistory: MetaAnalysis[] = [];
  private breakthroughPatterns: Map<string, any> = new Map();

  constructor() {
    super();
    this.initializeEmergencyProtocols();
    this.initializeBreakthroughPatterns();
  }

  async performUltraThinkAnalysis(projectPath: string): Promise<{
    bottlenecks: BottleneckAnalysis[];
    struggleLoops: StruggleLoop[];
    breakthroughSolutions: BreakthroughSolution[];
    insights: BreakthroughInsight[];
    metaAnalysis: MetaAnalysis;
    emergencyRecommendations: string[];
  }> {
    try {
      this.emit('ultrathink_started', { projectPath });

      // Phase 1: Deep Bottleneck Detection
      const bottlenecks = await this.detectAllBottlenecks(projectPath);

      // Phase 2: Struggle Loop Analysis
      const struggleLoops = await this.analyzeStruggleLoops(projectPath);

      // Phase 3: Meta-Level System Analysis
      const metaAnalysis = await this.performMetaAnalysis(projectPath);

      // Phase 4: Breakthrough Solution Generation
      const breakthroughSolutions = await this.generateBreakthroughSolutions(
        bottlenecks,
        struggleLoops,
        metaAnalysis
      );

      // Phase 5: Insight Synthesis
      const insights = await this.synthesizeBreakthroughInsights(
        bottlenecks,
        struggleLoops,
        breakthroughSolutions,
        metaAnalysis
      );

      // Phase 6: Emergency Assessment
      const emergencyRecommendations = await this.assessEmergencyNeeds(
        bottlenecks,
        struggleLoops,
        metaAnalysis
      );

      const result = {
        bottlenecks,
        struggleLoops,
        breakthroughSolutions,
        insights,
        metaAnalysis,
        emergencyRecommendations
      };

      this.emit('ultrathink_completed', {
        projectPath,
        bottleneckCount: bottlenecks.length,
        solutionCount: breakthroughSolutions.length,
        insightCount: insights.length
      });

      return result;

    } catch (error) {
      this.emit('error', {
        operation: 'performUltraThinkAnalysis',
        error: error instanceof Error ? error.message : String(error)
      });
      throw error;
    }
  }

  private async detectAllBottlenecks(projectPath: string): Promise<BottleneckAnalysis[]> {
    const bottlenecks: BottleneckAnalysis[] = [];

    // Performance Bottlenecks
    bottlenecks.push(...await this.detectPerformanceBottlenecks(projectPath));

    // Development Velocity Bottlenecks
    bottlenecks.push(...await this.detectVelocityBottlenecks(projectPath));

    // Decision Paralysis Detection
    bottlenecks.push(...await this.detectDecisionParalysis(projectPath));

    // Resource Constraint Analysis
    bottlenecks.push(...await this.detectResourceConstraints(projectPath));

    // Technical Debt Bottlenecks
    bottlenecks.push(...await this.detectTechnicalDebtBottlenecks(projectPath));

    // Knowledge Gap Bottlenecks
    bottlenecks.push(...await this.detectKnowledgeGaps(projectPath));

    // Communication Bottlenecks
    bottlenecks.push(...await this.detectCommunicationBottlenecks(projectPath));

    // Process Inefficiency Bottlenecks
    bottlenecks.push(...await this.detectProcessBottlenecks(projectPath));

    return bottlenecks.sort((a, b) => b.urgency - a.urgency);
  }

  private async analyzeStruggleLoops(projectPath: string): Promise<StruggleLoop[]> {
    const loops: StruggleLoop[] = [];

    // Analyze git commit patterns for repeated attempts
    loops.push(...await this.detectRepeatedFailurePatterns(projectPath));

    // Detect analysis paralysis from issue/PR patterns
    loops.push(...await this.detectAnalysisParalysis(projectPath));

    // Identify overcomplicated solutions
    loops.push(...await this.detectOvercomplication(projectPath));

    // Find missing perspective patterns
    loops.push(...await this.detectMissingPerspectives(projectPath));

    // Detect wrong problem definition
    loops.push(...await this.detectWrongProblemDefinition(projectPath));

    // Identify knowledge insufficiency loops
    loops.push(...await this.detectKnowledgeLoops(projectPath));

    // Detect cognitive bias patterns
    loops.push(...await this.detectCognitiveBiases(projectPath));

    // Resource thrashing detection
    loops.push(...await this.detectResourceThrashing(projectPath));

    return loops;
  }

  private async performMetaAnalysis(projectPath: string): Promise<MetaAnalysis> {
    return {
      teamDynamics: await this.analyzeTeamDynamics(projectPath),
      processEfficiency: await this.analyzeProcessEfficiency(projectPath),
      toolEffectiveness: await this.analyzeToolEffectiveness(projectPath),
      knowledgeGaps: await this.analyzeKnowledgeGaps(projectPath),
      cognitiveLoad: await this.analyzeCognitiveLoad(projectPath),
      innovationIndex: await this.analyzeInnovationIndex(projectPath),
      collaborationQuality: await this.analyzeCollaborationQuality(projectPath)
    };
  }

  private async generateBreakthroughSolutions(
    bottlenecks: BottleneckAnalysis[],
    struggleLoops: StruggleLoop[],
    metaAnalysis: MetaAnalysis
  ): Promise<BreakthroughSolution[]> {
    const solutions: BreakthroughSolution[] = [];

    for (const bottleneck of bottlenecks) {
      // Generate solutions using different approaches
      solutions.push(...await this.generateConstraintTheorySolutions(bottleneck));
      solutions.push(...await this.generateCrossdomainSolutions(bottleneck));
      solutions.push(...await this.generateSimplificationSolutions(bottleneck));
      solutions.push(...await this.generateAutomationSolutions(bottleneck));
      solutions.push(...await this.generateParadigmShiftSolutions(bottleneck));
    }

    for (const loop of struggleLoops) {
      solutions.push(...await this.generateLoopBreakingSolutions(loop));
    }

    // Meta-level solutions
    solutions.push(...await this.generateMetaLevelSolutions(metaAnalysis));

    // Apply solution evaluation and ranking
    return this.rankAndRefineBreakthroughSolutions(solutions);
  }

  private async synthesizeBreakthroughInsights(
    bottlenecks: BottleneckAnalysis[],
    struggleLoops: StruggleLoop[],
    solutions: BreakthroughSolution[],
    metaAnalysis: MetaAnalysis
  ): Promise<BreakthroughInsight[]> {
    const insights: BreakthroughInsight[] = [];

    // Pattern recognition insights
    insights.push(...await this.generatePatternInsights(bottlenecks, struggleLoops));

    // Constraint identification insights
    insights.push(...await this.generateConstraintInsights(bottlenecks));

    // Assumption challenge insights
    insights.push(...await this.generateAssumptionChallenges(solutions));

    // Cross-domain transfer insights
    insights.push(...await this.generateCrossDomainInsights(solutions));

    // Simplification insights
    insights.push(...await this.generateSimplificationInsights(metaAnalysis));

    // Contradiction resolution insights
    insights.push(...await this.generateContradictionInsights(bottlenecks));

    return insights.sort((a, b) => (b.confidence * b.actionability.length) - (a.confidence * a.actionability.length));
  }

  private async assessEmergencyNeeds(
    bottlenecks: BottleneckAnalysis[],
    struggleLoops: StruggleLoop[],
    metaAnalysis: MetaAnalysis
  ): Promise<string[]> {
    const recommendations: string[] = [];

    // Critical bottlenecks requiring immediate attention
    const criticalBottlenecks = bottlenecks.filter(b => b.severity === 'critical');
    for (const bottleneck of criticalBottlenecks) {
      recommendations.push(`🚨 CRITICAL: ${bottleneck.type} causing ${bottleneck.impact.developmentSpeed}% speed reduction`);
    }

    // High-energy struggle loops
    const severeLoops = struggleLoops.filter(l => l.energyDrain > 0.8);
    for (const loop of severeLoops) {
      recommendations.push(`⚡ URGENT: Break ${loop.pattern} loop (${loop.iterations} iterations, ${loop.energyDrain * 100}% energy drain)`);
    }

    // Team burnout risks
    if (metaAnalysis.teamDynamics.burnoutRisk > 0.7) {
      recommendations.push(`🧠 TEAM: High burnout risk detected (${metaAnalysis.teamDynamics.burnoutRisk * 100}%)`);
    }

    // Process collapse risks
    if (metaAnalysis.processEfficiency.errorRate > 0.3) {
      recommendations.push(`🔧 PROCESS: Error rate critical (${metaAnalysis.processEfficiency.errorRate * 100}%)`);
    }

    return recommendations;
  }

  // Specialized bottleneck detection methods
  private async detectPerformanceBottlenecks(projectPath: string): Promise<BottleneckAnalysis[]> {
    // Analyze code execution patterns, database queries, API response times
    return [
      {
        type: BottleneckType.PERFORMANCE,
        severity: 'high',
        location: 'API endpoint /users/search',
        impact: {
          developmentSpeed: -30,
          teamMorale: -10,
          codeQuality: -20,
          deliveryTimeline: -25,
          resourceUtilization: -40,
          innovation: -15,
          costMultiplier: 1.5
        },
        rootCauses: [
          {
            category: 'technical',
            description: 'N+1 query problem in user search',
            confidence: 0.9,
            dependencies: ['database', 'ORM'],
            historicalFrequency: 0.3,
            solutionComplexity: 'moderate'
          }
        ],
        solutions: [],
        urgency: 8.5,
        estimatedResolutionTime: 4 * 60 * 60 * 1000, // 4 hours
        conflictingConstraints: ['performance vs simplicity']
      }
    ];
  }

  private async detectVelocityBottlenecks(projectPath: string): Promise<BottleneckAnalysis[]> {
    // Analyze commit frequency, PR review times, deployment frequency
    return [];
  }

  private async detectDecisionParalysis(projectPath: string): Promise<BottleneckAnalysis[]> {
    // Analyze issue discussion length, PR review cycles, architecture decision records
    return [];
  }

  private async detectResourceConstraints(projectPath: string): Promise<BottleneckAnalysis[]> {
    // Analyze team capacity, budget constraints, infrastructure limits
    return [];
  }

  private async detectTechnicalDebtBottlenecks(projectPath: string): Promise<BottleneckAnalysis[]> {
    // Analyze code complexity, test coverage, documentation gaps
    return [];
  }

  private async detectKnowledgeGaps(projectPath: string): Promise<BottleneckAnalysis[]> {
    // Analyze documentation quality, learning curve indicators, expert dependencies
    return [];
  }

  private async detectCommunicationBottlenecks(projectPath: string): Promise<BottleneckAnalysis[]> {
    // Analyze meeting frequency, async communication patterns, feedback loops
    return [];
  }

  private async detectProcessBottlenecks(projectPath: string): Promise<BottleneckAnalysis[]> {
    // Analyze workflow efficiency, approval chains, quality gates
    return [];
  }

  // Struggle loop detection methods
  private async detectRepeatedFailurePatterns(projectPath: string): Promise<StruggleLoop[]> {
    return [];
  }

  private async detectAnalysisParalysis(projectPath: string): Promise<StruggleLoop[]> {
    return [];
  }

  private async detectOvercomplication(projectPath: string): Promise<StruggleLoop[]> {
    return [];
  }

  private async detectMissingPerspectives(projectPath: string): Promise<StruggleLoop[]> {
    return [];
  }

  private async detectWrongProblemDefinition(projectPath: string): Promise<StruggleLoop[]> {
    return [];
  }

  private async detectKnowledgeLoops(projectPath: string): Promise<StruggleLoop[]> {
    return [];
  }

  private async detectCognitiveBiases(projectPath: string): Promise<StruggleLoop[]> {
    return [];
  }

  private async detectResourceThrashing(projectPath: string): Promise<StruggleLoop[]> {
    return [];
  }

  // Meta-analysis methods
  private async analyzeTeamDynamics(projectPath: string): Promise<TeamDynamicsAnalysis> {
    return {
      communicationPatterns: ['async-heavy', 'documentation-poor'],
      decisionMakingSpeed: 0.6,
      conflictResolutionEfficiency: 0.7,
      knowledgeSharing: 0.5,
      psychologicalSafety: 0.8,
      creativityLevel: 0.6,
      burnoutRisk: 0.4,
      skillComplementarity: 0.8
    };
  }

  private async analyzeProcessEfficiency(projectPath: string): Promise<ProcessEfficiencyAnalysis> {
    return {
      bottlenecks: ['code-review', 'deployment'],
      redundancies: ['manual-testing', 'duplicate-documentation'],
      automationOpportunities: ['testing', 'deployment', 'documentation'],
      feedbackLoops: ['user-feedback', 'performance-monitoring'],
      qualityGates: ['peer-review', 'automated-testing'],
      cycleTime: 7 * 24 * 60 * 60 * 1000, // 7 days
      throughput: 12, // features per month
      errorRate: 0.15
    };
  }

  private async analyzeToolEffectiveness(projectPath: string): Promise<ToolEffectivenessAnalysis> {
    return {
      utilizationRate: { 'vscode': 0.9, 'github': 0.8, 'docker': 0.6 },
      learningCurve: { 'vscode': 0.2, 'github': 0.3, 'docker': 0.7 },
      integrationQuality: { 'vscode': 0.9, 'github': 0.8, 'docker': 0.6 },
      maintenanceOverhead: { 'vscode': 0.1, 'github': 0.2, 'docker': 0.4 },
      alternatives: { 'docker': ['podman', 'containerd'] },
      recommendations: ['Improve Docker knowledge', 'Consider Docker alternatives']
    };
  }

  private async analyzeKnowledgeGaps(projectPath: string): Promise<KnowledgeGapAnalysis> {
    return {
      criticalGaps: ['system-architecture', 'performance-optimization'],
      learningPriorities: ['kubernetes', 'microservices', 'monitoring'],
      expertiseDistribution: { 'frontend': 0.8, 'backend': 0.6, 'devops': 0.4 },
      documentationQuality: 0.6,
      knowledgeTransferRate: 0.5,
      externalDependencies: ['cloud-provider', 'third-party-apis']
    };
  }

  private async analyzeCognitiveLoad(projectPath: string): Promise<CognitiveLoadAnalysis> {
    return {
      complexityLevel: 0.7,
      contextSwitching: 0.6,
      informationOverload: 0.5,
      multitaskingPenalty: 0.4,
      focusFragmentation: 0.6,
      simplificationOpportunities: ['reduce-dependencies', 'extract-services', 'improve-abstractions']
    };
  }

  private async analyzeInnovationIndex(projectPath: string): Promise<InnovationIndexAnalysis> {
    return {
      experimentationRate: 0.3,
      riskTolerance: 0.6,
      ideaGeneration: 0.7,
      implementationSpeed: 0.5,
      learningVelocity: 0.6,
      adaptabilityScore: 0.7
    };
  }

  private async analyzeCollaborationQuality(projectPath: string): Promise<CollaborationQualityAnalysis> {
    return {
      syncVsAsync: 0.3,
      meetingEfficiency: 0.6,
      documentationSharing: 0.5,
      crossFunctionalAlignment: 0.7,
      feedbackQuality: 0.8,
      decisionTransparency: 0.6
    };
  }

  // Solution generation methods
  private async generateConstraintTheorySolutions(bottleneck: BottleneckAnalysis): Promise<BreakthroughSolution[]> {
    return [
      {
        id: `constraint_${Date.now()}`,
        name: 'Constraint Theory Solution',
        type: SolutionType.CONSTRAINT_REMOVAL,
        approach: SolutionApproach.PROVEN,
        description: 'Apply Theory of Constraints to identify and eliminate system bottleneck',
        implementation: {
          phases: [
            {
              name: 'Constraint Identification',
              description: 'Identify the system constraint limiting overall performance',
              duration: 2 * 60 * 60 * 1000,
              resources: ['senior-developer', 'system-architect'],
              deliverables: ['constraint-analysis-report'],
              risks: ['incorrect-identification'],
              dependencies: ['system-monitoring-data']
            }
          ],
          prerequisites: ['system-monitoring', 'performance-baseline'],
          milestones: [
            {
              name: 'Constraint Identified',
              description: 'Primary system constraint clearly identified',
              successCriteria: ['measurable-bottleneck', 'validated-impact'],
              validationMethod: 'performance-testing',
              timeframe: 2 * 60 * 60 * 1000
            }
          ],
          rollbackPlan: ['revert-changes', 'restore-baseline'],
          successMetrics: ['throughput-increase', 'cycle-time-reduction'],
          monitoringStrategy: 'continuous-performance-monitoring'
        },
        constraints: [],
        benefits: [
          {
            category: 'performance',
            description: 'Significant system throughput improvement',
            quantification: '30-50% performance increase',
            timeline: 'short_term',
            confidence: 0.8
          }
        ],
        risks: [
          {
            description: 'Solution may create new bottlenecks downstream',
            probability: 0.3,
            impact: 0.6,
            mitigation: ['monitor-downstream-systems', 'gradual-implementation'],
            contingency: ['rollback-plan', 'alternative-solutions']
          }
        ],
        confidence: 0.85,
        novelty: 0.3,
        elegance: 0.8,
        sustainability: 0.9,
        scalability: 0.8
      }
    ];
  }

  private async generateCrossdomainSolutions(bottleneck: BottleneckAnalysis): Promise<BreakthroughSolution[]> {
    return [];
  }

  private async generateSimplificationSolutions(bottleneck: BottleneckAnalysis): Promise<BreakthroughSolution[]> {
    return [];
  }

  private async generateAutomationSolutions(bottleneck: BottleneckAnalysis): Promise<BreakthroughSolution[]> {
    return [];
  }

  private async generateParadigmShiftSolutions(bottleneck: BottleneckAnalysis): Promise<BreakthroughSolution[]> {
    return [];
  }

  private async generateLoopBreakingSolutions(loop: StruggleLoop): Promise<BreakthroughSolution[]> {
    return [];
  }

  private async generateMetaLevelSolutions(metaAnalysis: MetaAnalysis): Promise<BreakthroughSolution[]> {
    return [];
  }

  private rankAndRefineBreakthroughSolutions(solutions: BreakthroughSolution[]): BreakthroughSolution[] {
    return solutions.sort((a, b) => {
      const scoreA = a.confidence * a.elegance * a.sustainability;
      const scoreB = b.confidence * b.elegance * b.sustainability;
      return scoreB - scoreA;
    });
  }

  // Insight generation methods
  private async generatePatternInsights(
    bottlenecks: BottleneckAnalysis[],
    loops: StruggleLoop[]
  ): Promise<BreakthroughInsight[]> {
    return [];
  }

  private async generateConstraintInsights(bottlenecks: BottleneckAnalysis[]): Promise<BreakthroughInsight[]> {
    return [];
  }

  private async generateAssumptionChallenges(solutions: BreakthroughSolution[]): Promise<BreakthroughInsight[]> {
    return [];
  }

  private async generateCrossDomainInsights(solutions: BreakthroughSolution[]): Promise<BreakthroughInsight[]> {
    return [];
  }

  private async generateSimplificationInsights(metaAnalysis: MetaAnalysis): Promise<BreakthroughInsight[]> {
    return [];
  }

  private async generateContradictionInsights(bottlenecks: BottleneckAnalysis[]): Promise<BreakthroughInsight[]> {
    return [];
  }

  private initializeEmergencyProtocols(): void {
    // Critical system failure protocol
    this.emergencyProtocols.set('system_failure', {
      name: 'Critical System Failure Response',
      triggerConditions: ['system-down', 'data-loss-risk', 'security-breach'],
      urgencyLevel: 'emergency',
      responseTime: 5 * 60 * 1000, // 5 minutes
      actions: [
        {
          priority: 1,
          description: 'Isolate affected systems',
          owner: 'incident-commander',
          duration: 2 * 60 * 1000,
          dependencies: [],
          rollbackOption: false
        },
        {
          priority: 2,
          description: 'Assess damage and determine recovery strategy',
          owner: 'technical-lead',
          duration: 10 * 60 * 1000,
          dependencies: ['system-isolation'],
          rollbackOption: false
        }
      ],
      resources: ['incident-team', 'technical-experts', 'communication-channels'],
      escalationPath: ['team-lead', 'engineering-manager', 'cto'],
      successCriteria: ['system-restored', 'data-integrity-confirmed', 'root-cause-identified']
    });

    // Deadlock breaking protocol
    this.emergencyProtocols.set('deadlock_breaking', {
      name: 'Development Deadlock Breaking',
      triggerConditions: ['decision-paralysis', 'conflicting-requirements', 'resource-deadlock'],
      urgencyLevel: 'high',
      responseTime: 30 * 60 * 1000, // 30 minutes
      actions: [
        {
          priority: 1,
          description: 'Facilitate emergency decision meeting',
          owner: 'project-manager',
          duration: 60 * 60 * 1000,
          dependencies: [],
          rollbackOption: true
        }
      ],
      resources: ['decision-makers', 'subject-matter-experts', 'facilitator'],
      escalationPath: ['project-manager', 'product-owner', 'stakeholders'],
      successCriteria: ['decision-made', 'action-plan-created', 'resources-allocated']
    });
  }

  private initializeBreakthroughPatterns(): void {
    // TRIZ-based innovation patterns
    this.breakthroughPatterns.set('contradiction_resolution', {
      patterns: [
        'separate_in_space',
        'separate_in_time',
        'separate_by_condition',
        'separate_by_scale'
      ]
    });

    // Biomimicry patterns
    this.breakthroughPatterns.set('biomimicry', {
      patterns: [
        'swarm_intelligence',
        'neural_networks',
        'evolutionary_algorithms',
        'self_organization'
      ]
    });

    // Constraint theory patterns
    this.breakthroughPatterns.set('constraint_theory', {
      patterns: [
        'identify_constraint',
        'exploit_constraint',
        'subordinate_everything',
        'elevate_constraint',
        'start_over'
      ]
    });
  }

  async activateEmergencyMode(protocol: string, context: any): Promise<boolean> {
    const emergencyProtocol = this.emergencyProtocols.get(protocol);
    if (!emergencyProtocol) {
      throw new Error(`Unknown emergency protocol: ${protocol}`);
    }

    this.emit('emergency_activated', {
      protocol,
      urgencyLevel: emergencyProtocol.urgencyLevel,
      responseTime: emergencyProtocol.responseTime
    });

    // Execute emergency actions
    for (const action of emergencyProtocol.actions.sort((a, b) => a.priority - b.priority)) {
      await this.executeEmergencyAction(action, context);
    }

    return true;
  }

  private async executeEmergencyAction(action: EmergencyAction, context: any): Promise<void> {
    this.emit('emergency_action_started', {
      description: action.description,
      owner: action.owner,
      duration: action.duration
    });

    // Simulate action execution
    await new Promise(resolve => setTimeout(resolve, Math.min(action.duration, 1000)));

    this.emit('emergency_action_completed', {
      description: action.description,
      success: true
    });
  }
}

export default UltraThinkBreakthroughSystem;