src/components/AIQueryInterface.astro

@@ -741,7 +741,7 @@ class AIQueryInterface {
 
   displayToolResults(recommendation, originalQuery) {
     const html = `
-      <div class="tool-results-container">
+      <div class="workflow-container">
         ${this.renderHeader('Handlungsempfehlung', originalQuery)}
         ${this.renderContextualAnalysis(recommendation, 'tool')}
         ${this.renderBackgroundKnowledge(recommendation.background_knowledge)}

src/config/prompts.ts

@@ -169,11 +169,14 @@ Antworten Sie AUSSCHLIESSLICH mit diesem JSON-Format:
   "detailed_explanation": "Detaillierte Erklärung warum und wie dieses Tool für diese spezifische Aufgabe eingesetzt wird",
   "implementation_approach": "Konkrete Schritt-für-Schritt Anleitung zur korrekten Anwendung",
   "pros": ["Spezifischer Vorteil 1", "Spezifischer Vorteil 2"],
-  "cons": ["Bekannte Limitation 1", "Bekannte Limitation 2"],
+  "limitations": ["Spezifische Einschränkung 1", "Spezifische Einschränkung 2"],
   "alternatives": "Alternative Ansätze oder Tools falls dieses nicht verfügbar ist"
 }
 
-WICHTIG: Keine erneute Bewertung - nur detaillierte Erklärung der bereits bewerteten Eignung.`;
+WICHTIG: 
+- Keine erneute Bewertung - nur detaillierte Erklärung der bereits bewerteten Eignung
+- "limitations" soll spezifische technische/methodische Einschränkungen des Tools auflisten
+- "pros" soll die Stärken für diese spezifische Aufgabe hervorheben`;
   },
 
   // Background knowledge selection prompt

src/utils/aiPipeline.ts

@@ -776,11 +776,6 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
       factors.push('Einsteiger-Tool für komplexe Analyse - könnte funktionale Limitierungen haben');
     }
     
-    // Platform availability concerns
-    if (tool.platforms && tool.platforms.length === 1 && tool.platforms[0] === 'Windows' && /linux|unix|server/i.test(context.userQuery)) {
-      factors.push('Nur Windows-Tool bei möglicher Linux/Server-Umgebung - Plattform-Inkompatibilität');
-    }
-    
     // Access and deployment concerns
     if (tool.type === 'software' && !isToolHosted(tool) && tool.accessType === 'download') {
       factors.push('Installation und Setup erforderlich');
@@ -939,7 +934,6 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
   }
 
   private async evaluateSpecificTool(context: AnalysisContext, tool: any, rank: number): Promise<MicroTaskResult> {
-    // Get existing task relevance from previous phase selection
     const existingSelection = context.selectedTools?.find(st => st.tool.name === tool.name);
     const taskRelevance = existingSelection?.taskRelevance || 70;
     const priority = this.derivePriorityFromScore(taskRelevance);
@@ -953,11 +947,10 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
         detailed_explanation: 'Evaluation failed',
         implementation_approach: '',
         pros: [],
-        cons: [],
+        limitations: [], 
         alternatives: ''
       });
       
-      // Store evaluation without re-scoring
       this.addToolToSelection(context, {
         ...tool,
         evaluation: {
@@ -966,7 +959,7 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
           task_relevance: taskRelevance
         }
       }, 'evaluation', priority, evaluation.detailed_explanation, 
-      taskRelevance, existingSelection?.limitations);
+      taskRelevance, evaluation.limitations); 
       
       this.addAuditEntry(context, 'micro-task', 'tool-evaluation',
         { toolName: tool.name, rank, existingTaskRelevance: taskRelevance, derivedPriority: priority },
@@ -974,11 +967,12 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
           hasExplanation: !!evaluation.detailed_explanation,
           hasImplementationApproach: !!evaluation.implementation_approach,
           prosCount: evaluation.pros?.length || 0,
-          consCount: evaluation.cons?.length || 0
+          limitationsCount: evaluation.limitations?.length || 0, // ← Updated field name
+          hasLimitations: Array.isArray(evaluation.limitations) && evaluation.limitations.length > 0
         },
         70,
         Date.now() - result.processingTimeMs,
-        { toolType: tool.type, explanationOnly: true, priorityDerived: true }
+        { toolType: tool.type, explanationOnly: true, priorityDerived: true, limitationsExtracted: true }
       );
     }
     
@@ -1226,7 +1220,6 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
 
     if (isWorkflow) {
       const recommendedToolsWithConfidence = context.selectedTools?.map(st => {
-        // Calculate enhanced confidence for each tool
         const confidence = this.calculateRecommendationConfidence(
           st.tool,
           context,
@@ -1234,7 +1227,6 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
           st.limitations || []
         );
         
-        // Add audit entry for confidence calculation
         this.addAuditEntry(context, 'validation', 'confidence-scoring',
           { toolName: st.tool.name, phase: st.phase },
           { 
@@ -1272,14 +1264,15 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
           st.tool,
           context,
           st.taskRelevance || 70,
-          st.limitations || []
+          st.limitations || [] 
         );
         
         this.addAuditEntry(context, 'validation', 'confidence-scoring',
           { toolName: st.tool.name, rank: st.tool.evaluation?.rank || 1 },
           { 
             overall: confidence.overall,
-            suitabilityAlignment: st.priority === 'high' && confidence.overall >= this.confidenceConfig.highThreshold
+            suitabilityAlignment: st.priority === 'high' && confidence.overall >= this.confidenceConfig.highThreshold,
+            limitationsUsed: st.limitations?.length || 0
           },
           confidence.overall,
           Date.now(),
@@ -1293,7 +1286,7 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
           detailed_explanation: st.tool.evaluation?.detailed_explanation || '',
           implementation_approach: st.tool.evaluation?.implementation_approach || '',
           pros: st.tool.evaluation?.pros || [],
-          cons: st.tool.evaluation?.cons || [],
+          cons: st.tool.evaluation?.limitations || [], // ← FIXED: Use limitations as cons for display
           alternatives: st.tool.evaluation?.alternatives || '',
           confidence: confidence,
           recommendationStrength: confidence.overall >= this.confidenceConfig.highThreshold ? 'strong' :