behemoth-cli
Version:
🌍 BEHEMOTH CLIv3.760.4 - Level 50+ POST-SINGULARITY Intelligence Trading AI
257 lines • 9.8 kB
JavaScript
/**
* BEHEMOTH Integration Hooks
* Hooks system for enhancing BEHEMOTH analysis and trading operations
*/
import { logWarn } from '../utils/error-handler.js';
/**
* Pre-tool execution hook - enhances context before BEHEMOTH tool execution
*/
export const behemothContextEnhancer = {
name: 'behemoth_context_enhancer',
description: 'Adds market context and historical patterns before BEHEMOTH tool execution',
enabled: true,
async execute(context) {
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 = {
name: 'behemoth_analysis_enhancement',
description: 'Enhances BEHEMOTH analysis with multi-agent coordination and confidence tracking',
enabled: true,
async execute(context) {
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 = {
name: 'behemoth_accuracy_refiner',
description: 'Continuously refines BEHEMOTH accuracy through feedback loops and trend analysis',
enabled: true,
async execute(context) {
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 = {
name: 'behemoth_prompt_optimizer',
description: 'Optimizes user prompts for better BEHEMOTH analysis results',
enabled: true,
async execute(context) {
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 {
hooks = BEHEMOTH_HOOKS;
async executePreToolHooks(context) {
let updatedContext = { ...context };
for (const hook of this.hooks.PreToolUse) {
if (hook.enabled) {
updatedContext = await hook.execute(updatedContext);
}
}
return updatedContext;
}
async executePostToolHooks(context) {
let updatedContext = { ...context };
for (const hook of this.hooks.PostToolUse) {
if (hook.enabled) {
updatedContext = await hook.execute(updatedContext);
}
}
return updatedContext;
}
async executePromptHooks(context) {
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) {
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, data) {
// 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, data) {
const recommendations = [];
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, data) {
// 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) {
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;
}
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