dynamic yaml loading part 1

src/components/AIQueryInterface.astro

@@ -8,6 +8,7 @@ const yamlPath = path.join(process.cwd(), 'src/data/tools.yaml');
 const yamlContent = await fs.readFile(yamlPath, 'utf8');
 const data = load(yamlContent) as any;
 const tools = data.tools;
+const phases = data.phases;
 ---
 
 <!-- AI Query Interface -->
@@ -87,7 +88,7 @@ const tools = data.tools;
   </div>
 </section>
 
-<script define:vars={{ tools }}>
+<script define:vars={{ tools, phases }}>
 document.addEventListener('DOMContentLoaded', () => {
   const aiInterface = document.getElementById('ai-interface');
   const aiInput = document.getElementById('ai-query-input');
@@ -278,13 +279,13 @@ document.addEventListener('DOMContentLoaded', () => {
   function displayResults(recommendation, originalQuery) {
     // Group tools by phase
     const toolsByPhase = {};
-    const phaseOrder = ['data-collection', 'examination', 'analysis', 'reporting'];
+    
-    const phaseNames = {
+    // Replace hardcoded values with dynamic data from YAML
-      'data-collection': 'Datensammlung',
+    const phaseOrder = phases.filter(phase => phase.id !== 'collaboration-general').map(phase => phase.id);
-      'examination': 'Auswertung', 
+    const phaseNames = phases.reduce((acc, phase) => {
-      'analysis': 'Analyse',
+      acc[phase.id] = phase.name;
-      'reporting': 'Bericht & Präsentation'
+      return acc;
-    };
+    }, {});
 
     // Initialize phases
     phaseOrder.forEach(phase => {

src/data/tools.yaml

@@ -825,11 +825,16 @@ domains:
 phases:
   - id: data-collection
     name: Datensammlung
+    description: "Imaging, Acquisition, Remote Collection Tools"
   - id: examination
     name: Auswertung
+    description: "Parsing, Extraction, Initial Analysis Tools"
   - id: analysis
     name: Analyse
+    description: "Deep Analysis, Correlation, Visualization Tools"
   - id: reporting
     name: Bericht & Präsentation
+    description: "Documentation, Visualization, Presentation Tools (z.B. QGIS für Geodaten, Timeline-Tools)"
   - id: collaboration-general
     name: Übergreifend & Kollaboration
+    description: "Cross-cutting tools and collaboration platforms"

src/pages/api/ai/query.ts

@@ -107,6 +107,11 @@ 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');
+
   return `Du bist ein DFIR (Digital Forensics and Incident Response) Experte, der Ermittlern bei der Toolauswahl hilft.
 
 VERFÜGBARE TOOLS DATABASE:
@@ -128,10 +133,7 @@ WICHTIGE REGELN:
 7. Bewerbe NIEMALS Proprietäre Software fälschlicherweise als Open-Source-Tools, erkenne aber an, falls diese besser geeignet sein könnte.
 
 TOOL-AUSWAHL NACH PHASE:
-- Datensammlung: Imaging, Acquisition, Remote Collection Tools
+${phaseDescriptions}
-- Auswertung: Parsing, Extraction, Initial Analysis Tools  
-- Analyse: Deep Analysis, Correlation, Visualization Tools
-- Berichterstattung: Documentation, Visualization, Presentation Tools (z.B. QGIS für Geodaten, Timeline-Tools)
 
 ANTWORT-FORMAT (strict JSON):
 {
@@ -140,7 +142,7 @@ ANTWORT-FORMAT (strict JSON):
     {
       "name": "EXAKTER Name aus der Database",
       "priority": "high|medium|low", 
-      "phase": "data-collection|examination|analysis|reporting",
+      "phase": "${toolsData.phases.filter((p: any) => p.id !== 'collaboration-general').map((p: any) => p.id).join('|')}",
       "justification": "Warum dieses Tool für diese Phase und Szenario geeignet ist"
     }
   ],