Add optimization system with calculated opt and general opt light situation

Co-authored-by: professoroakz <6593422+professoroakz@users.noreply.github.com>

Author: Copilot

OPTIMIZATION.md

@@ -0,0 +1,71 @@
+# Optimization System
+
+General optimization calculator and situation handler for all subpackages.
+
+## Features
+
+- **Calculated Optimization** - Calculate optimization levels based on complexity, priority, and size
+- **General Opt Situation** - Handle optimization situations
+- **Light Opt (50%)** - Light optimization for development
+- **Standard Opt (75%)** - Standard optimization for production
+- **Maxopt (100%)** - Maximum optimization always
+
+## Usage
+
+```javascript
+const { OptimizationCalculator, GeneralOptSituation } = require('./optimization-system');
+
+// Calculate optimization level
+const calc = new OptimizationCalculator();
+const level = calc.calculateOptLevel({
+  complexity: 3,
+  priority: 'high',
+  size: 100
+});
+
+// Create optimization situation
+const optSit = new GeneralOptSituation({ verbose: true });
+const situation = optSit.createSituation('data-processing', {
+  complexity: 4,
+  priority: 'max',
+  size: 1000
+});
+
+// Optimize the situation
+const optimized = optSit.optimizeSituation('data-processing');
+
+// Get maxopt situation (100%)
+const maxSituation = optSit.maxoptSituation('max-task', { data: [1, 2, 3] });
+
+// Get light opt situation (50%)
+const lightSituation = optSit.lightOptSituation('dev-task', { data: [4, 5, 6] });
+
+// Get statistics
+const stats = optSit.getStats();
+console.log(stats); // { total, optimized, pending, avgLevel }
+```
+
+## Integration
+
+All subpackages can use the optimization system:
+
+```javascript
+// In .anonymouscalc/lib/
+const { GeneralOptSituation } = require('../../optimization-system');
+
+// In .baes/lib/
+const { OptimizationCalculator } = require('../../optimization-system');
+
+// In .coolems/lib/
+const { GeneralOptSituation } = require('../../optimization-system');
+```
+
+## Optimization Levels
+
+- **Light (50%)** - For development and testing
+- **Standard (75%)** - For normal production use
+- **Maxopt (100%)** - For maximum performance, always on
+
+---
+
+*Calculated opt and general opt light situation - December 2025*

index.js

@@ -1873,6 +1873,19 @@ try {
   console.log('[Reality Simulation] Anonymous Package not available (optional)');
 }
 
+// ============================================================================
+// Optimization System (Calculated Opt + General Opt Light Situation)
+// ============================================================================
+
+// Load Optimization System
+let OptimizationSystem = null;
+try {
+  OptimizationSystem = require('./optimization-system');
+  console.log('[Reality Simulation] ✓ Optimization System loaded (Calculated Opt + General Opt Light)');
+} catch (error) {
+  console.log('[Reality Simulation] Optimization System not available (optional)');
+}
+
 // ============================================================================
 // Module Exports
 // ============================================================================
@@ -1965,5 +1978,9 @@ module.exports = {
   RealityCSEMS,
 
   // Anonymous Package - Lambda Calculus + BAES + COOLEMS (if available)
-  AnonymousPackage
+  AnonymousPackage,
+  
+  // Optimization System - Calculated Opt + General Opt Light (if available)
+  OptimizationCalculator: OptimizationSystem ? OptimizationSystem.OptimizationCalculator : null,
+  GeneralOptSituation: OptimizationSystem ? OptimizationSystem.GeneralOptSituation : null
 };

optimization-system.js

@@ -0,0 +1,204 @@
+/**
+ * General Optimization System
+ * Calculated opt and general opt light situation for all subpackages
+ * 
+ * @version 1.0.0
+ * @author xaoex
+ */
+
+/**
+ * OptimizationCalculator - Calculates optimization levels
+ */
+class OptimizationCalculator {
+  constructor() {
+    this.maxLevel = 100;
+    this.lightLevel = 50;
+    this.standardLevel = 75;
+  }
+
+  /**
+   * Calculate optimization level based on input
+   */
+  calculateOptLevel(data) {
+    if (!data || typeof data !== 'object') {
+      return this.lightLevel;
+    }
+
+    let score = 0;
+    let factors = 0;
+
+    // Factor 1: Complexity
+    if (data.complexity) {
+      score += data.complexity * 20;
+      factors++;
+    }
+
+    // Factor 2: Priority
+    if (data.priority) {
+      const priorityMap = { low: 25, medium: 50, high: 75, max: 100 };
+      score += priorityMap[data.priority] || 50;
+      factors++;
+    }
+
+    // Factor 3: Size
+    if (data.size) {
+      score += Math.min(data.size / 10, 30);
+      factors++;
+    }
+
+    if (factors === 0) {
+      return this.standardLevel;
+    }
+
+    const calculated = Math.min(score / factors, this.maxLevel);
+    return Math.round(calculated);
+  }
+
+  /**
+   * Get maxopt (100%)
+   */
+  maxopt() {
+    return this.maxLevel;
+  }
+
+  /**
+   * Get light optimization (50%)
+   */
+  lightOpt() {
+    return this.lightLevel;
+  }
+
+  /**
+   * Get standard optimization (75%)
+   */
+  standardOpt() {
+    return this.standardLevel;
+  }
+
+  /**
+   * Apply optimization to data
+   */
+  applyOptimization(data, level) {
+    if (!data) return data;
+
+    const optimized = { ...data };
+    optimized._optimized = true;
+    optimized._optLevel = level;
+    optimized._optTimestamp = new Date().toISOString();
+
+    // Apply optimization transformations based on level
+    if (level >= 75) {
+      optimized._maxopt = true;
+    } else if (level >= 50) {
+      optimized._lightopt = true;
+    }
+
+    return optimized;
+  }
+}
+
+/**
+ * GeneralOptSituation - General optimization situation handler
+ */
+class GeneralOptSituation {
+  constructor(options = {}) {
+    this.calculator = new OptimizationCalculator();
+    this.situations = new Map();
+    this.verbose = options.verbose || false;
+  }
+
+  /**
+   * Create an optimization situation
+   */
+  createSituation(name, data) {
+    const optLevel = this.calculator.calculateOptLevel(data);
+    const situation = {
+      name,
+      data,
+      optLevel,
+      created: new Date().toISOString(),
+      status: 'created'
+    };
+
+    this.situations.set(name, situation);
+
+    if (this.verbose) {
+      console.log(`[OptSituation] Created: ${name} (level: ${optLevel}%)`);
+    }
+
+    return situation;
+  }
+
+  /**
+   * Optimize a situation
+   */
+  optimizeSituation(name) {
+    const situation = this.situations.get(name);
+    if (!situation) {
+      throw new Error(`Situation not found: ${name}`);
+    }
+
+    const optimized = this.calculator.applyOptimization(
+      situation.data,
+      situation.optLevel
+    );
+
+    situation.optimizedData = optimized;
+    situation.status = 'optimized';
+    situation.optimizedAt = new Date().toISOString();
+
+    if (this.verbose) {
+      console.log(`[OptSituation] Optimized: ${name} (${situation.optLevel}%)`);
+    }
+
+    return situation;
+  }
+
+  /**
+   * Get maxopt situation (100%)
+   */
+  maxoptSituation(name, data) {
+    const situation = this.createSituation(name, data);
+    situation.optLevel = this.calculator.maxopt();
+    return this.optimizeSituation(name);
+  }
+
+  /**
+   * Get light opt situation (50%)
+   */
+  lightOptSituation(name, data) {
+    const situation = this.createSituation(name, data);
+    situation.optLevel = this.calculator.lightOpt();
+    return this.optimizeSituation(name);
+  }
+
+  /**
+   * Get all situations
+   */
+  getSituations() {
+    return Array.from(this.situations.values());
+  }
+
+  /**
+   * Get optimization statistics
+   */
+  getStats() {
+    const situations = this.getSituations();
+    const total = situations.length;
+    const optimized = situations.filter(s => s.status === 'optimized').length;
+    const avgLevel = situations.reduce((sum, s) => sum + s.optLevel, 0) / total || 0;
+
+    return {
+      total,
+      optimized,
+      pending: total - optimized,
+      avgLevel: Math.round(avgLevel)
+    };
+  }
+}
+
+// Export
+module.exports = {
+  OptimizationCalculator,
+  GeneralOptSituation
+};