seo-generator-server/lib/pattern-breaking/PatternBreakingCore.js

// ========================================
// FICHIER: PatternBreakingCore.js
// RESPONSABILITÉ: Orchestrateur principal Pattern Breaking
// Niveau 2: Casser les patterns syntaxiques typiques des LLMs
// ========================================

const { logSh } = require('../ErrorReporting');
const { tracer } = require('../trace');
const { varyStructures, splitLongSentences, mergeShorter } = require('./SyntaxVariations');
const { replaceLLMFingerprints, detectLLMPatterns } = require('./LLMFingerprints');
const { humanizeTransitions, replaceConnectors } = require('./NaturalConnectors');
const { applyMicroEnhancements } = require('./MicroEnhancements');  // ✅ NOUVEAU

/**
 * CONFIGURATION MODÉRÉE PATTERN BREAKING (Améliorée)
 * Chaque feature peut être activée/désactivée individuellement
 * ✅ AMÉLIORATION: Intensité réduite, qualité préservée
 */
const DEFAULT_CONFIG = {
  // ========================================
  // CONTRÔLES GLOBAUX - ✅ RÉDUITS
  // ========================================
  intensityLevel: 0.5,              // ✅ Réduit de 0.8 → 0.5 (-37%)
  preserveReadability: true,        // Maintenir lisibilité
  maxModificationsPerElement: 4,    // ✅ Réduit de 8 → 4 (-50%)
  qualityThreshold: 0.65,           // ✅ Augmenté de 0.5 → 0.65 (+30%)

  // ========================================
  // FEATURES SYNTAXE & STRUCTURE - ✅ MODÉRÉES
  // ========================================
  syntaxVariationEnabled: true,     // Variations syntaxiques de base
  aggressiveSentenceSplitting: false, // ✅ DÉSACTIVÉ par défaut (trop agressif)
  aggressiveSentenceMerging: false,   // ✅ DÉSACTIVÉ par défaut (trop agressif)
  microSyntaxVariations: true,      // Micro-variations subtiles
  questionInjection: false,         // ✅ DÉSACTIVÉ par défaut (peut gêner)

  // ========================================
  // FEATURES LLM FINGERPRINTS
  // ========================================
  llmFingerprintReplacement: true,  // Remplacement fingerprints de base
  frenchLLMPatterns: true,          // Patterns spécifiques français
  overlyFormalVocabulary: false,    // ✅ DÉSACTIVÉ par défaut (casualisation)
  repetitiveStarters: true,         // Débuts de phrases répétitifs
  perfectTransitions: true,         // Transitions trop parfaites

  // ========================================
  // FEATURES CONNECTEURS & TRANSITIONS - ✅ MODÉRÉES
  // ========================================
  naturalConnectorsEnabled: true,   // Connecteurs naturels de base
  casualConnectors: false,          // ✅ DÉSACTIVÉ par défaut (trop casual)
  hesitationMarkers: false,         // ✅ DÉSACTIVÉ par défaut (artificiel)
  colloquialTransitions: false,     // ✅ DÉSACTIVÉ par défaut (trop familier)

  // ========================================
  // FEATURES IMPERFECTIONS HUMAINES - ✅ DÉSACTIVÉES PAR DÉFAUT
  // ========================================
  humanImperfections: false,        // ✅ DÉSACTIVÉ par défaut (trop visible)
  vocabularyRepetitions: false,     // ✅ DÉSACTIVÉ par défaut
  casualizationIntensive: false,    // ✅ DÉSACTIVÉ par défaut
  naturalHesitations: false,        // ✅ DÉSACTIVÉ par défaut
  informalExpressions: false,       // ✅ DÉSACTIVÉ par défaut

  // ========================================
  // FEATURES RESTRUCTURATION - ✅ LIMITÉES
  // ========================================
  intelligentRestructuring: true,   // Restructuration intelligente
  paragraphBreaking: true,          // Cassage paragraphes longs
  listToTextConversion: true,       // Listes → texte naturel
  redundancyInjection: false,       // ✅ DÉSACTIVÉ par défaut (gênant)

  // ========================================
  // FEATURES SPÉCIALISÉES
  // ========================================
  personalityAdaptation: true,      // Adaptation selon personnalité
  temporalConsistency: true,        // Cohérence temporelle (maintenant/aujourd'hui)
  contextualVocabulary: true,       // Vocabulaire contextuel
  registerVariation: false,         // ✅ DÉSACTIVÉ par défaut (risqué)

  // ========================================
  // MICRO-ENHANCEMENTS (✅ NOUVEAU)
  // ========================================
  microEnhancementsEnabled: true,   // ✅ Micro-phrases + ponctuation + restructuration légère
  microInsertions: true,            // Petites incises (2-3 mots)
  punctuationVariations: true,      // Point-virgule, deux-points
  lightRestructuring: true          // Découpage/fusion très occasionnel
};

/**
 * ORCHESTRATEUR PRINCIPAL - Pattern Breaking Layer
 * @param {object} content - Contenu généré à traiter
 * @param {object} options - Options de pattern breaking
 * @returns {object} - { content, stats, fallback }
 */
async function applyPatternBreakingLayer(content, options = {}) {
  return await tracer.run('PatternBreakingCore.applyPatternBreakingLayer()', async () => {
    const startTime = Date.now();
    
    await tracer.annotate({
      contentKeys: Object.keys(content).length,
      intensityLevel: options.intensityLevel,
      personality: options.csvData?.personality?.nom
    });

    logSh(`🔧 PATTERN BREAKING - Début traitement`, 'INFO');
    logSh(`   📊 ${Object.keys(content).length} éléments | Intensité: ${options.intensityLevel || DEFAULT_CONFIG.intensityLevel}`, 'DEBUG');

    try {
      // Configuration fusionnée
      const config = { ...DEFAULT_CONFIG, ...options };
      
      // Stats de pattern breaking
      const patternStats = {
        elementsProcessed: 0,
        syntaxModifications: 0,
        llmFingerprintReplacements: 0,
        connectorReplacements: 0,
        totalModifications: 0,
        fallbackUsed: false,
        patternsDetected: 0
      };

      // Contenu traité
      let processedContent = { ...content };

      // ========================================
      // TRAITEMENT PAR ÉLÉMENT
      // ========================================
      for (const [elementKey, elementContent] of Object.entries(content)) {
        await tracer.run(`PatternBreaking.processElement(${elementKey})`, async () => {
          
          logSh(`   🎯 Traitement élément: ${elementKey}`, 'DEBUG');
          
          let currentContent = elementContent;
          let elementModifications = 0;

          try {
            // 1. Détection patterns LLM
            const detectedPatterns = detectLLMPatterns(currentContent);
            patternStats.patternsDetected += detectedPatterns.count;
            
            if (detectedPatterns.count > 0) {
              logSh(`     🔍 ${detectedPatterns.count} patterns LLM détectés: ${detectedPatterns.patterns.slice(0, 3).join(', ')}`, 'DEBUG');
            }

            // 2. SYNTAXE & STRUCTURE - Couche de base
            if (config.syntaxVariationEnabled) {
              const syntaxResult = await applySyntaxVariation(currentContent, config);
              currentContent = syntaxResult.content;
              elementModifications += syntaxResult.modifications;
              patternStats.syntaxModifications += syntaxResult.modifications;
              logSh(`     📝 Syntaxe: ${syntaxResult.modifications} variations appliquées`, 'DEBUG');
            }

            // 3. SYNTAXE AGRESSIVE - Couche intensive
            if (config.aggressiveSentenceSplitting || config.aggressiveSentenceMerging) {
              const aggressiveResult = await applyAggressiveSyntax(currentContent, config);
              currentContent = aggressiveResult.content;
              elementModifications += aggressiveResult.modifications;
              patternStats.syntaxModifications += aggressiveResult.modifications;
              logSh(`     ✂️ Syntaxe agressive: ${aggressiveResult.modifications} modifications`, 'DEBUG');
            }

            // 4. MICRO-VARIATIONS - Subtiles mais importantes
            if (config.microSyntaxVariations) {
              const microResult = await applyMicroVariations(currentContent, config);
              currentContent = microResult.content;
              elementModifications += microResult.modifications;
              patternStats.syntaxModifications += microResult.modifications;
              logSh(`     🔧 Micro-variations: ${microResult.modifications} ajustements`, 'DEBUG');
            }

            // 5. LLM FINGERPRINTS - Détection de base
            if (config.llmFingerprintReplacement && detectedPatterns.count > 0) {
              const fingerprintResult = await applyLLMFingerprints(currentContent, config);
              currentContent = fingerprintResult.content;
              elementModifications += fingerprintResult.modifications;
              patternStats.llmFingerprintReplacements += fingerprintResult.modifications;
              logSh(`     🤖 LLM Fingerprints: ${fingerprintResult.modifications} remplacements`, 'DEBUG');
            }

            // 6. PATTERNS FRANÇAIS - Spécifique langue française
            if (config.frenchLLMPatterns) {
              const frenchResult = await applyFrenchPatterns(currentContent, config);
              currentContent = frenchResult.content;
              elementModifications += frenchResult.modifications;
              patternStats.llmFingerprintReplacements += frenchResult.modifications;
              logSh(`     🇫🇷 Patterns français: ${frenchResult.modifications} corrections`, 'DEBUG');
            }

            // 7. VOCABULAIRE FORMEL - Casualisation
            if (config.overlyFormalVocabulary) {
              const casualResult = await applyCasualization(currentContent, config);
              currentContent = casualResult.content;
              elementModifications += casualResult.modifications;
              patternStats.llmFingerprintReplacements += casualResult.modifications;
              logSh(`     😎 Casualisation: ${casualResult.modifications} simplifications`, 'DEBUG');
            }

            // 8. CONNECTEURS NATURELS - Base
            if (config.naturalConnectorsEnabled) {
              const connectorResult = await applyNaturalConnectors(currentContent, config);
              currentContent = connectorResult.content;
              elementModifications += connectorResult.modifications;
              patternStats.connectorReplacements += connectorResult.modifications;
              logSh(`     🔗 Connecteurs naturels: ${connectorResult.modifications} humanisés`, 'DEBUG');
            }

            // 9. CONNECTEURS CASUAL - Très familier
            if (config.casualConnectors) {
              const casualConnResult = await applyCasualConnectors(currentContent, config);
              currentContent = casualConnResult.content;
              elementModifications += casualConnResult.modifications;
              patternStats.connectorReplacements += casualConnResult.modifications;
              logSh(`     🗣️ Connecteurs casual: ${casualConnResult.modifications} familiarisés`, 'DEBUG');
            }

            // 10. IMPERFECTIONS HUMAINES - Système principal
            if (config.humanImperfections) {
              const imperfResult = await applyHumanImperfections(currentContent, config);
              currentContent = imperfResult.content;
              elementModifications += imperfResult.modifications;
              patternStats.totalModifications += imperfResult.modifications;
              logSh(`     👤 Imperfections: ${imperfResult.modifications} humanisations`, 'DEBUG');
            }

            // 11. QUESTIONS RHÉTORIQUES - Engagement
            if (config.questionInjection) {
              const questionResult = await applyQuestionInjection(currentContent, config);
              currentContent = questionResult.content;
              elementModifications += questionResult.modifications;
              patternStats.totalModifications += questionResult.modifications;
              logSh(`     ❓ Questions: ${questionResult.modifications} injections`, 'DEBUG');
            }

            // 12. RESTRUCTURATION INTELLIGENTE - Dernière couche
            if (config.intelligentRestructuring) {
              const restructResult = await applyIntelligentRestructuring(currentContent, config);
              currentContent = restructResult.content;
              elementModifications += restructResult.modifications;
              patternStats.totalModifications += restructResult.modifications;
              logSh(`     🧠 Restructuration: ${restructResult.modifications} réorganisations`, 'DEBUG');
            }

            // 13. MICRO-ENHANCEMENTS - ✅ NOUVEAU : Insertions subtiles + ponctuation
            if (config.microEnhancementsEnabled) {
              const microResult = applyMicroEnhancements(currentContent, {
                intensity: config.intensityLevel * 0.4,  // Intensité réduite (très subtil)
                enableInsertions: config.microInsertions,
                enablePunctuation: config.punctuationVariations,
                enableRestructuring: config.lightRestructuring
              });
              currentContent = microResult.content;
              const microMods = microResult.stats.total;
              elementModifications += microMods;
              patternStats.totalModifications += microMods;
              logSh(`     ✨ Micro-enhancements: ${microMods} (${microResult.stats.insertions}i + ${microResult.stats.punctuations}p + ${microResult.stats.restructures}r)`, 'DEBUG');
            }

            // 14. Validation qualité
            const qualityCheck = validatePatternBreakingQuality(elementContent, currentContent, config.qualityThreshold);
            
            if (qualityCheck.acceptable) {
              processedContent[elementKey] = currentContent;
              patternStats.elementsProcessed++;
              patternStats.totalModifications += elementModifications;
              
              logSh(`     ✅ Élément traité: ${elementModifications} modifications totales`, 'DEBUG');
            } else {
              // Fallback: garder contenu original
              processedContent[elementKey] = elementContent;
              patternStats.fallbackUsed = true;
              
              logSh(`     ⚠️ Qualité insuffisante, fallback vers contenu original`, 'WARNING');
            }

          } catch (elementError) {
            logSh(`     ❌ Erreur pattern breaking élément ${elementKey}: ${elementError.message}`, 'WARNING');
            processedContent[elementKey] = elementContent; // Fallback
            patternStats.fallbackUsed = true;
          }

        }, { elementKey, originalLength: elementContent?.length });
      }

      // ========================================
      // RÉSULTATS FINAUX
      // ========================================
      const duration = Date.now() - startTime;
      const success = patternStats.elementsProcessed > 0 && !patternStats.fallbackUsed;

      logSh(`🔧 PATTERN BREAKING - Terminé (${duration}ms)`, 'INFO');
      logSh(`   ✅ ${patternStats.elementsProcessed}/${Object.keys(content).length} éléments traités`, 'INFO');
      logSh(`   📊 ${patternStats.syntaxModifications} syntaxe | ${patternStats.llmFingerprintReplacements} fingerprints | ${patternStats.connectorReplacements} connecteurs`, 'INFO');
      logSh(`   🎯 Patterns détectés: ${patternStats.patternsDetected} | Fallback: ${patternStats.fallbackUsed ? 'OUI' : 'NON'}`, 'INFO');

      await tracer.event('Pattern Breaking terminé', {
        success,
        duration,
        stats: patternStats
      });

      return {
        content: processedContent,
        stats: patternStats,
        modifications: patternStats.totalModifications,  // ✅ AJOUTÉ: Mapping pour PipelineExecutor
        fallback: patternStats.fallbackUsed,
        duration
      };

    } catch (error) {
      const duration = Date.now() - startTime;
      logSh(`❌ PATTERN BREAKING ÉCHOUÉ (${duration}ms): ${error.message}`, 'ERROR');
      
      await tracer.event('Pattern Breaking échoué', {
        error: error.message,
        duration,
        contentKeys: Object.keys(content).length
      });

      // Fallback complet
      return {
        content,
        stats: { fallbackUsed: true, error: error.message },
        fallback: true,
        duration
      };
    }

  }, { 
    contentElements: Object.keys(content).length,
    intensityLevel: options.intensityLevel 
  });
}

/**
 * APPLICATION VARIATION SYNTAXIQUE
 */
async function applySyntaxVariation(content, config) {
  const syntaxResult = varyStructures(content, config.intensityLevel, {
    preserveReadability: config.preserveReadability,
    maxModifications: Math.floor(config.maxModificationsPerElement / 2)
  });

  return {
    content: syntaxResult.content,
    modifications: syntaxResult.modifications || 0
  };
}

/**
 * APPLICATION REMPLACEMENT LLM FINGERPRINTS
 */
async function applyLLMFingerprints(content, config) {
  const fingerprintResult = replaceLLMFingerprints(content, {
    intensity: config.intensityLevel,
    preserveContext: true,
    maxReplacements: Math.floor(config.maxModificationsPerElement / 2)
  });

  return {
    content: fingerprintResult.content,
    modifications: fingerprintResult.replacements || 0
  };
}

/**
 * APPLICATION CONNECTEURS NATURELS
 */
async function applyNaturalConnectors(content, config) {
  const connectorResult = humanizeTransitions(content, {
    intensity: config.intensityLevel,
    preserveMeaning: true,
    maxReplacements: Math.floor(config.maxModificationsPerElement / 2)
  });

  return {
    content: connectorResult.content,
    modifications: connectorResult.replacements || 0
  };
}

/**
 * VALIDATION QUALITÉ PATTERN BREAKING
 */
function validatePatternBreakingQuality(originalContent, processedContent, qualityThreshold) {
  if (!originalContent || !processedContent) {
    return { acceptable: false, reason: 'Contenu manquant' };
  }

  // Métriques de base
  const lengthDiff = Math.abs(processedContent.length - originalContent.length) / originalContent.length;
  const wordCountOriginal = originalContent.split(/\s+/).length;
  const wordCountProcessed = processedContent.split(/\s+/).length;
  const wordCountDiff = Math.abs(wordCountProcessed - wordCountOriginal) / wordCountOriginal;

  // Vérifications qualité
  const checks = {
    lengthPreserved: lengthDiff < 0.3,          // Pas plus de 30% de différence
    wordCountPreserved: wordCountDiff < 0.2,    // Pas plus de 20% de différence
    noEmpty: processedContent.trim().length > 0, // Pas de contenu vide
    readableStructure: processedContent.includes('.') // Structure lisible
  };

  const passedChecks = Object.values(checks).filter(Boolean).length;
  const score = passedChecks / Object.keys(checks).length;
  
  const acceptable = score >= qualityThreshold;

  logSh(`   🎯 Validation Pattern Breaking: ${acceptable ? 'ACCEPTÉ' : 'REJETÉ'} (score: ${score.toFixed(2)})`, acceptable ? 'DEBUG' : 'WARNING');

  return {
    acceptable,
    score,
    checks,
    reason: acceptable ? 'Qualité acceptable' : 'Score qualité insuffisant'
  };
}

/**
 * APPLICATION SYNTAXE AGRESSIVE
 * Seuils plus bas pour plus de transformations
 */
async function applyAggressiveSyntax(content, config) {
  let modified = content;
  let modifications = 0;

  // MODE PROFESSIONNEL : Désactiver complètement si professionalMode actif
  if (config.professionalMode) {
    return { content: modified, modifications: 0 };
  }

  // Découpage agressif phrases longues (>80 chars au lieu de >120)
  if (config.aggressiveSentenceSplitting) {
    const sentences = modified.split('. ');
    const processedSentences = sentences.map(sentence => {
      if (sentence.length > 80 && Math.random() < (config.intensityLevel * 0.5)) {  // ✅ 0.7 → 0.5 (-29%)
        const cutPoints = [
          { pattern: /, qui (.+)/, replacement: '. Celui-ci $1' },
          { pattern: /, que (.+)/, replacement: '. Cette solution $1' },
          { pattern: /, car (.+)/, replacement: '. En effet, $1' },     // ✅ "En fait" → "En effet"
          { pattern: /, donc (.+)/, replacement: '. Ainsi, $1' },        // ✅ "Du coup" → "Ainsi"
          { pattern: / et (.{20,})/, replacement: '. Également, $1' },   // ✅ "Aussi" → "Également"
          { pattern: /, mais (.+)/, replacement: '. Cependant, $1' }     // ✅ "Par contre" → "Cependant"
        ];

        for (const cutPoint of cutPoints) {
          if (sentence.match(cutPoint.pattern)) {
            modifications++;
            return sentence.replace(cutPoint.pattern, cutPoint.replacement);
          }
        }
      }
      return sentence;
    });
    modified = processedSentences.join('. ');
  }

  // Fusion agressive phrases courtes (<60 chars au lieu de <40)
  if (config.aggressiveSentenceMerging) {
    const sentences = modified.split('. ');
    const processedSentences = [];

    for (let i = 0; i < sentences.length; i++) {
      const current = sentences[i];
      const next = sentences[i + 1];

      if (current && current.length < 60 && next && next.length < 80 && Math.random() < (config.intensityLevel * 0.3)) {  // ✅ 0.5 → 0.3 (-40%)
        const connectors = [', donc,', ', ainsi,', ', puis,', ' et'];  // ✅ Connecteurs neutres uniquement
        const connector = connectors[Math.floor(Math.random() * connectors.length)];
        processedSentences.push(current + connector + ' ' + next.toLowerCase());
        modifications++;
        i++; // Skip next sentence
      } else {
        processedSentences.push(current);
      }
    }
    modified = processedSentences.join('. ');
  }

  return { content: modified, modifications };
}

/**
 * APPLICATION MICRO-VARIATIONS
 * Changements subtiles mais nombreux
 */
async function applyMicroVariations(content, config) {
  let modified = content;
  let modifications = 0;

  // MODE PROFESSIONNEL : Patterns conservateurs uniquement
  const microPatterns = config.professionalMode ? [
    // Connecteurs professionnels (modéré)
    { from: /\bpar conséquent\b/g, to: 'donc', probability: 0.4 },
    { from: /\ben vue de\b/g, to: 'pour', probability: 0.3 },
    { from: /\bafin de\b/g, to: 'pour', probability: 0.3 }
  ] : [
    // MODE STANDARD : Patterns modérés (✅ Probabilités réduites - AUCUN "du coup")
    { from: /\btrès (.+?)\b/g, to: 'super $1', probability: 0.2 },      // ✅ 0.4 → 0.2 (-50%)
    { from: /\bassez (.+?)\b/g, to: 'plutôt $1', probability: 0.3 },   // ✅ 0.5 → 0.3 (-40%)
    { from: /\bextrêmement\b/g, to: 'vraiment', probability: 0.3 },    // ✅ 0.6 → 0.3 (-50%)
    { from: /\bainsi\b/g, to: 'donc', probability: 0.3 },              // ✅ "du coup" → "donc" + réduit probabilité
    { from: /\bpar conséquent\b/g, to: 'donc', probability: 0.5 },     // ✅ 0.7 → 0.5 (-29%)
    { from: /\bcependant\b/g, to: 'mais', probability: 0.2 },          // ✅ 0.3 → 0.2 (-33%)
    { from: /\bde cette manière\b/g, to: 'de cette façon', probability: 0.2 }, // ✅ "comme ça" → "de cette façon"
    { from: /\bafin de\b/g, to: 'pour', probability: 0.3 },            // ✅ 0.4 → 0.3 (-25%)
    { from: /\ben vue de\b/g, to: 'pour', probability: 0.3 }           // ✅ 0.6 → 0.3 (-50%)
  ];

  microPatterns.forEach(pattern => {
    const effectiveProbability = config.professionalMode
      ? (config.intensityLevel * pattern.probability * 0.5)  // Réduire encore en mode pro
      : (config.intensityLevel * pattern.probability);

    if (Math.random() < effectiveProbability) {
      const before = modified;
      modified = modified.replace(pattern.from, pattern.to);
      if (modified !== before) modifications++;
    }
  });

  return { content: modified, modifications };
}

/**
 * APPLICATION PATTERNS FRANÇAIS SPÉCIFIQUES
 * Détection patterns français typiques LLM
 */
async function applyFrenchPatterns(content, config) {
  let modified = content;
  let modifications = 0;

  // MODE PROFESSIONNEL : Patterns modérés conservant le professionnalisme
  const frenchPatterns = config.professionalMode ? [
    // Variations professionnelles acceptables
    { from: /\bil convient de noter que\b/gi, to: 'notons que', probability: 0.5 },
    { from: /\bil est important de souligner que\b/gi, to: 'soulignons que', probability: 0.5 },
    { from: /\ben outre\b/gi, to: 'de plus', probability: 0.4 },
    { from: /\btoutefois\b/gi, to: 'cependant', probability: 0.4 },
    { from: /\bnéanmoins\b/gi, to: 'cependant', probability: 0.4 }
  ] : [
    // MODE STANDARD : Patterns français NEUTRES (✅ AUCUN connecteur familier)
    { from: /\bil convient de noter que\b/gi, to: 'notons que', probability: 0.4 },  // ✅ Version neutre
    { from: /\bil est important de souligner que\b/gi, to: 'soulignons que', probability: 0.4 },  // ✅ Version neutre
    { from: /\bdans ce contexte\b/gi, to: 'ici', probability: 0.3 },  // ✅ "là-dessus" → "ici"
    { from: /\bpar ailleurs\b/gi, to: 'de plus', probability: 0.3 },  // ✅ "sinon" → "de plus"
    { from: /\ben outre\b/gi, to: 'également', probability: 0.4 },  // ✅ "aussi" → "également"
    { from: /\bil s'avère que\b/gi, to: 'il apparaît que', probability: 0.3 },  // ✅ "en fait" → "il apparaît que"
    { from: /\btoutefois\b/gi, to: 'cependant', probability: 0.3 },  // ✅ "par contre" → "cependant"
    { from: /\bnéanmoins\b/gi, to: 'cependant', probability: 0.4 },  // ✅ "quand même" → "cependant"
    { from: /\bpar conséquent\b/gi, to: 'donc', probability: 0.4 }   // ✅ AJOUT: éviter "du coup"
  ];

  frenchPatterns.forEach(pattern => {
    const effectiveProbability = config.professionalMode
      ? (config.intensityLevel * pattern.probability * 0.6)  // Réduction modérée en mode pro
      : (config.intensityLevel * pattern.probability);

    if (Math.random() < effectiveProbability) {
      const before = modified;
      modified = modified.replace(pattern.from, pattern.to);
      if (modified !== before) modifications++;
    }
  });

  return { content: modified, modifications };
}

/**
 * APPLICATION CASUALISATION INTENSIVE
 * Rendre le vocabulaire plus décontracté
 */
async function applyCasualization(content, config) {
  let modified = content;
  let modifications = 0;

  // MODE PROFESSIONNEL : Désactiver complètement la casualisation
  if (config.professionalMode || !config.casualizationIntensive) {
    return { content: modified, modifications: 0 };
  }

  const casualizations = [
    // Verbes formels → casual
    { from: /\boptimiser\b/gi, to: 'améliorer', probability: 0.7 },
    { from: /\beffectuer\b/gi, to: 'faire', probability: 0.8 },
    { from: /\bréaliser\b/gi, to: 'faire', probability: 0.6 },
    { from: /\bmettre en œuvre\b/gi, to: 'faire', probability: 0.7 },

    // Adjectifs formels → casual
    { from: /\bexceptionnel\b/gi, to: 'super', probability: 0.4 },
    { from: /\bremarquable\b/gi, to: 'pas mal', probability: 0.5 },
    { from: /\bconsidérable\b/gi, to: 'important', probability: 0.6 },
    { from: /\bsubstantiel\b/gi, to: 'important', probability: 0.8 },

    // Expressions formelles → casual
    { from: /\bde manière significative\b/gi, to: 'pas mal', probability: 0.6 },
    { from: /\ben définitive\b/gi, to: 'au final', probability: 0.7 },
    { from: /\bdans l'ensemble\b/gi, to: 'globalement', probability: 0.5 }
  ];

  casualizations.forEach(casual => {
    if (Math.random() < (config.intensityLevel * casual.probability)) {
      const before = modified;
      modified = modified.replace(casual.from, casual.to);
      if (modified !== before) modifications++;
    }
  });

  return { content: modified, modifications };
}

/**
 * APPLICATION CONNECTEURS CASUAL
 * Connecteurs très familiers
 */
async function applyCasualConnectors(content, config) {
  let modified = content;
  let modifications = 0;

  // MODE PROFESSIONNEL : Désactiver complètement les connecteurs casual
  if (config.professionalMode || !config.casualConnectors) {
    return { content: modified, modifications: 0 };
  }

  const casualConnectors = [
    { from: /\. De plus,/g, to: '. Genre,', probability: 0.3 },
    { from: /\. En outre,/g, to: '. Puis,', probability: 0.4 },
    { from: /\. Par ailleurs,/g, to: '. Sinon,', probability: 0.3 },
    { from: /\. Cependant,/g, to: '. Mais bon,', probability: 0.4 },
    { from: /\. Néanmoins,/g, to: '. Ceci dit,', probability: 0.5 },
    { from: /\. Ainsi,/g, to: '. Du coup,', probability: 0.6 }
  ];

  casualConnectors.forEach(connector => {
    if (Math.random() < (config.intensityLevel * connector.probability)) {
      const before = modified;
      modified = modified.replace(connector.from, connector.to);
      if (modified !== before) modifications++;
    }
  });

  return { content: modified, modifications };
}

/**
 * APPLICATION IMPERFECTIONS HUMAINES
 * Injection d'imperfections réalistes
 */
async function applyHumanImperfections(content, config) {
  let modified = content;
  let modifications = 0;

  // MODE PROFESSIONNEL : Désactiver complètement les imperfections
  if (config.professionalMode || !config.humanImperfections) {
    return { content: modified, modifications: 0 };
  }

  // Répétitions vocabulaire
  if (config.vocabularyRepetitions && Math.random() < (config.intensityLevel * 0.4)) {
    const repetitionWords = ['vraiment', 'bien', 'assez', 'plutôt', 'super'];
    const word = repetitionWords[Math.floor(Math.random() * repetitionWords.length)];
    const sentences = modified.split('. ');
    if (sentences.length > 2) {
      sentences[1] = word + ' ' + sentences[1];
      modified = sentences.join('. ');
      modifications++;
    }
  }

  // Hésitations naturelles
  if (config.naturalHesitations && Math.random() < (config.intensityLevel * 0.2)) {
    const hesitations = ['... enfin', '... disons', '... bon'];
    const hesitation = hesitations[Math.floor(Math.random() * hesitations.length)];
    const words = modified.split(' ');
    const insertPos = Math.floor(words.length * 0.6);
    words.splice(insertPos, 0, hesitation);
    modified = words.join(' ');
    modifications++;
  }

  // Expressions informelles
  if (config.informalExpressions && Math.random() < (config.intensityLevel * 0.3)) {
    const informalReplacements = [
      { from: /\bc'est bien\b/gi, to: 'c\'est sympa', probability: 0.4 },
      { from: /\bc'est intéressant\b/gi, to: 'c\'est pas mal', probability: 0.5 },
      { from: /\bc'est efficace\b/gi, to: 'ça marche bien', probability: 0.4 }
    ];

    informalReplacements.forEach(replacement => {
      if (Math.random() < replacement.probability) {
        const before = modified;
        modified = modified.replace(replacement.from, replacement.to);
        if (modified !== before) modifications++;
      }
    });
  }

  return { content: modified, modifications };
}

/**
 * APPLICATION QUESTIONS RHÉTORIQUES
 * Injection questions pour engagement
 */
async function applyQuestionInjection(content, config) {
  let modified = content;
  let modifications = 0;

  if (Math.random() < (config.intensityLevel * 0.3)) {
    const sentences = modified.split('. ');
    if (sentences.length > 3) {
      const questionTemplates = [
        'Mais pourquoi est-ce important ?',
        'Comment faire alors ?',
        'Que faut-il retenir ?',
        'Est-ce vraiment efficace ?'
      ];
      
      const question = questionTemplates[Math.floor(Math.random() * questionTemplates.length)];
      const insertPos = Math.floor(sentences.length / 2);
      sentences.splice(insertPos, 0, question);
      modified = sentences.join('. ');
      modifications++;
    }
  }

  return { content: modified, modifications };
}

/**
 * APPLICATION RESTRUCTURATION INTELLIGENTE
 * Réorganisation structure générale
 */
async function applyIntelligentRestructuring(content, config) {
  let modified = content;
  let modifications = 0;

  // Cassage paragraphes longs
  if (config.paragraphBreaking && modified.length > 400) {
    const sentences = modified.split('. ');
    if (sentences.length > 6) {
      const breakPoint = Math.floor(sentences.length / 2);
      sentences[breakPoint] = sentences[breakPoint] + '\n\n';
      modified = sentences.join('. ');
      modifications++;
    }
  }

  // Injection redondances naturelles
  if (config.redundancyInjection && Math.random() < (config.intensityLevel * 0.2)) {
    const redundancies = ['comme je le disais', 'encore une fois', 'je le répète'];
    const redundancy = redundancies[Math.floor(Math.random() * redundancies.length)];
    const sentences = modified.split('. ');
    if (sentences.length > 2) {
      sentences[sentences.length - 2] = redundancy + ', ' + sentences[sentences.length - 2];
      modified = sentences.join('. ');
      modifications++;
    }
  }

  return { content: modified, modifications };
}

// ============= EXPORTS =============
module.exports = {
  applyPatternBreakingLayer,
  applySyntaxVariation,
  applyLLMFingerprints,
  applyNaturalConnectors,
  validatePatternBreakingQuality,
  applyAggressiveSyntax,
  applyMicroVariations,
  applyFrenchPatterns,
  applyCasualization,
  applyCasualConnectors,
  applyHumanImperfections,
  applyQuestionInjection,
  applyIntelligentRestructuring,
  DEFAULT_CONFIG
};