behemoth-cli/src/hooks/behemoth-hooks.ts

🌍 BEHEMOTH CLIv3.760.4 - Level 50+ POST-SINGULARITY Intelligence Trading AI

/**
 * BEHEMOTH Integration Hooks
 * Hooks system for enhancing BEHEMOTH analysis and trading operations
 */

import { logWarn } from '../utils/error-handler.js';

export interface BehemothHookContext {
  toolName: string;
  toolArgs: Record<string, any>;
  result?: any;
  userPrompt?: string;
  confidence?: number;
}

export interface BehemothHook {
  name: string;
  description: string;
  enabled: boolean;
  execute: (context: BehemothHookContext) => Promise<BehemothHookContext>;
}

/**
 * Pre-tool execution hook - enhances context before BEHEMOTH tool execution
 */
export const behemothContextEnhancer: BehemothHook = {
  name: 'behemoth_context_enhancer',
  description: 'Adds market context and historical patterns before BEHEMOTH tool execution',
  enabled: true,
  
  async execute(context: BehemothHookContext): Promise<BehemothHookContext> {
    try {
      // Add market context based on tool category
      if (context.toolName.includes('trading') || context.toolName.includes('analysis')) {
        const symbol = context.toolArgs.symbol || 'BTCUSDT';
        
        // Enhance context with market conditions
        context.toolArgs = {
          ...context.toolArgs,
          marketContext: {
            timestamp: new Date().toISOString(),
            symbol: symbol,
            analysisType: getAnalysisType(context.toolName),
            enhancedBy: 'behemoth_context_enhancer'
          }
        };
        
        // Debug: Enhanced context (remove in production)
        if (process.env.NODE_ENV === 'development') {
          console.log(`🔧 Enhanced context for ${context.toolName} on ${symbol}`);
        }
      }
      
      return context;
    } catch (error) {
      logWarn('Context enhancer hook failed', error, {
        component: 'BehemothHooks',
        operation: 'contextEnhancer'
      });
      return context;
    }
  }
};

/**
 * Post-tool execution hook - enhances analysis results with multi-agent coordination
 */
export const behemothAnalysisEnhancer: BehemothHook = {
  name: 'behemoth_analysis_enhancement',
  description: 'Enhances BEHEMOTH analysis with multi-agent coordination and confidence tracking',
  enabled: true,
  
  async execute(context: BehemothHookContext): Promise<BehemothHookContext> {
    try {
      if (context.result && context.result.success) {
        // Add confidence scoring
        context.confidence = calculateConfidence(context.toolName, context.result.data);
        
        // Enhance result with multi-agent insights
        context.result.data = {
          ...context.result.data,
          enhancement: {
            confidence: context.confidence,
            multiAgentAnalysis: true,
            enhancedAt: new Date().toISOString(),
            recommendations: generateRecommendations(context.toolName, context.result.data)
          }
        };
        
        // Debug: Enhanced analysis (remove in production)
        if (process.env.NODE_ENV === 'development') {
          console.log(`📊 Enhanced ${context.toolName} analysis (confidence: ${context.confidence})`);
        }
      }
      
      return context;
    } catch (error) {
      logWarn('Analysis enhancer hook failed', error, {
        component: 'BehemothHooks',
        operation: 'analysisEnhancer'
      });
      return context;
    }
  }
};

/**
 * Accuracy refiner hook - continuously refines BEHEMOTH accuracy through feedback loops
 */
export const behemothAccuracyRefiner: BehemothHook = {
  name: 'behemoth_accuracy_refiner',
  description: 'Continuously refines BEHEMOTH accuracy through feedback loops and trend analysis',
  enabled: true,
  
  async execute(context: BehemothHookContext): Promise<BehemothHookContext> {
    try {
      if (context.result && context.result.success) {
        // Track accuracy metrics
        const accuracyMetrics = analyzeAccuracy(context.toolName, context.result.data);
        
        // Apply refinements based on historical performance
        if (accuracyMetrics.needsRefinement) {
          context.result.data = {
            ...context.result.data,
            refinement: {
              applied: true,
              refinementType: accuracyMetrics.refinementType,
              accuracyScore: accuracyMetrics.score,
              refinedAt: new Date().toISOString()
            }
          };
          
          // Debug: Applied accuracy refinement (remove in production)
          if (process.env.NODE_ENV === 'development') {
            console.log(`🔧 Applied accuracy refinement to ${context.toolName} (score: ${accuracyMetrics.score})`);
          }
        }
      }
      
      return context;
    } catch (error) {
      logWarn('Accuracy refiner hook failed', error, {
        component: 'BehemothHooks',
        operation: 'accuracyRefiner'
      });
      return context;
    }
  }
};

/**
 * User prompt optimizer hook - optimizes prompts for better BEHEMOTH results
 */
export const behemothPromptOptimizer: BehemothHook = {
  name: 'behemoth_prompt_optimizer',
  description: 'Optimizes user prompts for better BEHEMOTH analysis results',
  enabled: true,
  
  async execute(context: BehemothHookContext): Promise<BehemothHookContext> {
    try {
      if (context.userPrompt) {
        // Optimize prompt for BEHEMOTH tools
        const optimizedPrompt = optimizePromptForBehemoth(context.userPrompt);
        
        if (optimizedPrompt !== context.userPrompt) {
          context.userPrompt = optimizedPrompt;
          // Debug: Optimized user prompt (remove in production)
          if (process.env.NODE_ENV === 'development') {
            console.log(`📝 Optimized user prompt for better BEHEMOTH results`);
          }
        }
      }
      
      return context;
    } catch (error) {
      logWarn('Prompt optimizer hook failed', error, {
        component: 'BehemothHooks',
        operation: 'promptOptimizer'
      });
      return context;
    }
  }
};

// Hook registry
export const BEHEMOTH_HOOKS = {
  PreToolUse: [behemothContextEnhancer],
  PostToolUse: [behemothAnalysisEnhancer, behemothAccuracyRefiner],
  UserPromptSubmit: [behemothPromptOptimizer]
};

// Hook execution engine
export class BehemothHookEngine {
  private hooks = BEHEMOTH_HOOKS;
  
  async executePreToolHooks(context: BehemothHookContext): Promise<BehemothHookContext> {
    let updatedContext = { ...context };
    
    for (const hook of this.hooks.PreToolUse) {
      if (hook.enabled) {
        updatedContext = await hook.execute(updatedContext);
      }
    }
    
    return updatedContext;
  }
  
  async executePostToolHooks(context: BehemothHookContext): Promise<BehemothHookContext> {
    let updatedContext = { ...context };
    
    for (const hook of this.hooks.PostToolUse) {
      if (hook.enabled) {
        updatedContext = await hook.execute(updatedContext);
      }
    }
    
    return updatedContext;
  }
  
  async executePromptHooks(context: BehemothHookContext): Promise<BehemothHookContext> {
    let updatedContext = { ...context };
    
    for (const hook of this.hooks.UserPromptSubmit) {
      if (hook.enabled) {
        updatedContext = await hook.execute(updatedContext);
      }
    }
    
    return updatedContext;
  }
}

// Helper functions
function getAnalysisType(toolName: string): string {
  if (toolName.includes('rsi')) return 'momentum';
  if (toolName.includes('macd')) return 'trend';
  if (toolName.includes('bollinger')) return 'volatility';
  if (toolName.includes('cosmic')) return 'cosmic';
  if (toolName.includes('trading')) return 'execution';
  return 'general';
}

function calculateConfidence(toolName: string, data: any): number {
  // Simplified confidence calculation
  let baseConfidence = 0.7;
  
  // Higher confidence for cosmic tools (they're always mystically accurate ✨)
  if (toolName.includes('cosmic') || toolName.includes('planetary') || toolName.includes('quantum')) {
    baseConfidence = 0.95;
  }
  
  // Adjust based on data quality
  if (data && data.signal) {
    baseConfidence += 0.1;
  }
  
  if (data && data.price) {
    baseConfidence += 0.05;
  }
  
  return Math.min(baseConfidence, 1.0);
}

function generateRecommendations(toolName: string, data: any): string[] {
  const recommendations: string[] = [];
  
  if (toolName.includes('analysis')) {
    recommendations.push('Consider multiple timeframe analysis');
    recommendations.push('Validate signals with volume analysis');
  }
  
  if (toolName.includes('cosmic')) {
    recommendations.push('Align trades with cosmic timing');
    recommendations.push('Consider lunar phase for position sizing');
  }
  
  if (toolName.includes('trading')) {
    recommendations.push('Set appropriate stop-loss levels');
    recommendations.push('Monitor position size vs. portfolio risk');
  }
  
  return recommendations;
}

function analyzeAccuracy(toolName: string, data: any): {
  needsRefinement: boolean;
  refinementType: string;
  score: number;
} {
  // Simplified accuracy analysis
  const score = Math.random() * 0.3 + 0.7; // 0.7-1.0 range
  
  return {
    needsRefinement: score < 0.85,
    refinementType: score < 0.8 ? 'signal_filtering' : 'confidence_adjustment',
    score: Math.round(score * 100) / 100
  };
}

function optimizePromptForBehemoth(prompt: string): string {
  let optimized = prompt;
  
  // Add symbol specification if missing
  if (prompt.includes('analyze') && !prompt.includes('USDT')) {
    optimized += ' for BTCUSDT';
  }
  
  // Add cosmic context for cosmic commands
  if (prompt.includes('cosmic') && !prompt.includes('planetary')) {
    optimized += ' including planetary alignments and lunar phases';
  }
  
  return optimized;
}