data model overhaul

src/pages/api/ai/query.ts

@@ -97,8 +97,19 @@ function createSystemPrompt(toolsData: any): string {
     projectUrl: tool.projectUrl ? 'self-hosted' : 'external'
   }));
 
-  // Dynamically build phases list from configuration
-  const phasesDescription = toolsData.phases.map((phase: any) => 
+  // Get regular phases (no more filtering needed)
+  const regularPhases = toolsData.phases || [];
+  
+  // Get domain-agnostic software phases
+  const domainAgnosticSoftware = toolsData['domain-agnostic-software'] || [];
+  
+  // Combine all phases for the description
+  const allPhaseItems = [
+    ...regularPhases,
+    ...domainAgnosticSoftware
+  ];
+  
+  const phasesDescription = allPhaseItems.map((phase: any) => 
     `- ${phase.id}: ${phase.name}`
   ).join('\n');
 
@@ -107,10 +118,28 @@ function createSystemPrompt(toolsData: any): string {
     `- ${domain.id}: ${domain.name}`
   ).join('\n');
 
-  const phaseDescriptions = toolsData.phases
-    .filter((phase: any) => phase.id !== 'collaboration-general')
-    .map((phase: any) => `- ${phase.name}: ${phase.description || 'Tools for this phase'}`)
-    .join('\n');
+  // Build dynamic phase descriptions for tool selection
+  const phaseDescriptions = regularPhases.map((phase: any) => {
+    // Create generic descriptions or you could add a 'description' field to the YAML
+    const descriptions = {
+      'data-collection': 'Imaging, Acquisition, Remote Collection Tools',
+      'examination': 'Parsing, Extraction, Initial Analysis Tools',
+      'analysis': 'Deep Analysis, Correlation, Visualization Tools',
+      'reporting': 'Documentation, Visualization, Presentation Tools (z.B. QGIS für Geodaten, Timeline-Tools)'
+    };
+    return `- ${phase.name}: ${phase.description || descriptions[phase.id] || 'Tools for this phase'}`;
+  }).join('\n');
+
+  // Add domain-agnostic software descriptions
+  const domainAgnosticDescriptions = domainAgnosticSoftware.map((section: any) => 
+    `- ${section.name}: ${section.description || 'Cross-cutting tools and platforms'}`
+  ).join('\n');
+
+  // Create valid phase values for JSON schema
+  const validPhases = [
+    ...regularPhases.map((p: any) => p.id),
+    ...domainAgnosticSoftware.map((s: any) => s.id)
+  ].join('|');
 
   return `Du bist ein DFIR (Digital Forensics and Incident Response) Experte, der Ermittlern bei der Toolauswahl hilft.
 
@@ -135,6 +164,9 @@ WICHTIGE REGELN:
 TOOL-AUSWAHL NACH PHASE:
 ${phaseDescriptions}
 
+DOMAIN-AGNOSTIC SOFTWARE:
+${domainAgnosticDescriptions}
+
 ANTWORT-FORMAT (strict JSON):
 {
   "scenario_analysis": "Detaillierte Analyse des Szenarios auf Deutsch/English",
@@ -142,7 +174,7 @@ ANTWORT-FORMAT (strict JSON):
     {
       "name": "EXAKTER Name aus der Database",
       "priority": "high|medium|low", 
-      "phase": "${toolsData.phases.filter((p: any) => p.id !== 'collaboration-general').map((p: any) => p.id).join('|')}",
+      "phase": "${validPhases}",
       "justification": "Warum dieses Tool für diese Phase und Szenario geeignet ist"
     }
   ],