cleanup

src/components/AIQueryInterface.astro

@@ -1185,7 +1185,6 @@ class AIQueryInterface {
       keyInsights.push('Mehrheit der Analyseschritte mit hoher Sicherheit');
     }
 
-    // Calculate meaningful insights based on response quality
     const responseQualityEntries = auditTrail.filter(e => 
       e.metadata?.responseConfidence && e.metadata.finalConfidence
     );
@@ -1204,7 +1203,6 @@ class AIQueryInterface {
       potentialIssues.push(`${lowConfidenceSteps} Analyseschritte mit niedriger Konfidenz`);
     }
 
-    // Check for truncated responses
     const truncatedResponses = auditTrail.filter(e => 
       e.output && typeof e.output === 'object' && 
       e.output.response && e.output.response.includes('...')
@@ -1230,7 +1228,6 @@ class AIQueryInterface {
           medium: mediumConfidenceSteps, 
           low: lowConfidenceSteps 
         }
-        // aiTransparency removed entirely
       },
       analysisQuality,
       keyInsights,
@@ -1339,7 +1336,6 @@ class AIQueryInterface {
     const details = [];
     const metadata = entry.metadata || {};
     
-    // The backend now provides meaningful inputSummary and outputSummary
     if (metadata.inputSummary && metadata.inputSummary !== 'Leer') {
       details.push(`<div class="detail-item"><strong>Eingabe:</strong> ${escapeHtml(metadata.inputSummary)}</div>`);
     }
@@ -1348,12 +1344,10 @@ class AIQueryInterface {
       details.push(`<div class="detail-item"><strong>Ausgabe:</strong> ${escapeHtml(metadata.outputSummary)}</div>`);
     }
     
-    // Show meaningful reasoning (backend now avoids generic "completed with X%" messages)
     if (metadata.reasoning && !metadata.reasoning.includes('completed with')) {
       details.push(`<div class="detail-item"><strong>Begründung:</strong> ${escapeHtml(metadata.reasoning)}</div>`);
     }
     
-    // Action-specific additional details
     if (entry.action === 'similarity-search' && metadata.similarityScores) {
       const topScores = Object.entries(metadata.similarityScores)
         .sort(([,a], [,b]) => (b) - (a))
@@ -1597,11 +1591,9 @@ class AIQueryInterface {
       embeddingsSimilarities: {}
     };
     
-    // Enhanced export structure with proper audit trail handling
     const exportData = {
       metadata: {
         timestamp: new Date().toISOString(),
-        version: "1.1", // Increment version for improved structure
         toolsDataHash: toolsDataHash,
         aiModel: aiModel,
         aiParameters: aiParameters,
@@ -1609,16 +1601,13 @@ class AIQueryInterface {
         mode: this.currentMode,
         processingStats: processingStats,
         exportedBy: 'ForensicPathways',
-        auditTrailVersion: '1.1' // Track audit trail format version
       },
       recommendation: {
-        // Export recommendation without auditTrail to avoid duplication
         ...this.currentRecommendation,
-        auditTrail: undefined // Remove from recommendation as it's at top level
+        auditTrail: undefined
       },
-      auditTrail: this.currentRecommendation.auditTrail || [], // Extract to top level
+      auditTrail: this.currentRecommendation.auditTrail || [],
       rawContext: rawContext,
-      // Add validation checksum for integrity
       checksum: this.calculateDataChecksum(this.currentRecommendation)
     };
     
@@ -1647,7 +1636,6 @@ class AIQueryInterface {
     if (!data) return 'empty';
     
     try {
-      // Simple checksum based on key data properties
       const keyData = {
         recommendedToolsCount: data.recommended_tools?.length || 0,
         backgroundKnowledgeCount: data.background_knowledge?.length || 0,
@@ -1661,7 +1649,7 @@ class AIQueryInterface {
       for (let i = 0; i < dataString.length; i++) {
         const char = dataString.charCodeAt(i);
         hash = ((hash << 5) - hash) + char;
-        hash = hash & hash; // Convert to 32-bit integer
+        hash = hash & hash;
       }
       return Math.abs(hash).toString(36);
     } catch (error) {
@@ -1680,14 +1668,13 @@ class AIQueryInterface {
         typeof data.metadata.timestamp === 'string' &&
         data.recommendation &&
         typeof data.recommendation === 'object' &&
-        Array.isArray(data.auditTrail) // Audit trail at top level
+        Array.isArray(data.auditTrail)
       );
       
       if (!isValid) {
         return false;
       }
       
-      // Enhanced validation for audit trail structure
       if (data.auditTrail.length > 0) {
         const sampleEntry = data.auditTrail[0];
         const hasRequiredFields = !!(
@@ -1718,10 +1705,9 @@ class AIQueryInterface {
       
       this.showUploadedBanner(data.metadata);
       
-      // Fix: Ensure audit trail is available in recommendation for restoreAIResults
       this.currentRecommendation = {
         ...data.recommendation,
-        auditTrail: data.auditTrail // Restore audit trail to recommendation object
+        auditTrail: data.auditTrail
       };
       
       this.showResults();
@@ -1813,7 +1799,6 @@ class AIQueryInterface {
         throw new Error('Ungültiges Analyse-Dateiformat');
       }
       
-      // Store audit trail separately for restore function
       this.uploadedAuditTrail = data.auditTrail;
       
       console.log('[AI Interface] Valid previous analysis file uploaded:', {
@@ -2282,7 +2267,6 @@ class AIQueryInterface {
     if (this.currentRecommendation && this.elements.results) {
       this.showResults();
       
-      // Check both locations for audit trail for backward compatibility
       const auditTrail = this.currentRecommendation.auditTrail || this.uploadedAuditTrail;
       
       if (auditTrail && Array.isArray(auditTrail) && auditTrail.length > 0) {

src/components/ContributionButton.astro

@@ -1,5 +1,5 @@
 ---
-// src/components/ContributionButton.astro - CLEANED: Removed duplicate auth script
+// src/components/ContributionButton.astro
 export interface Props {
   type: 'edit' | 'new' | 'write';
   toolName?: string;

src/components/TargetedScenarios.astro

@@ -4,7 +4,6 @@ import { getToolsData } from '../utils/dataService.js';
 const data = await getToolsData();
 const scenarios = data.scenarios || [];
 
-// Configuration
 const maxDisplayed = 9;
 const displayedScenarios = scenarios.slice(0, maxDisplayed);
 ---