remove some env vars

src/utils/auditService.ts

@@ -26,7 +26,7 @@ export interface AuditEntry {
     completionTokens?: number;
     toolsDataHash?: string;
     embeddingsUsed?: boolean;
-    selectionMethod?: string;
+    //selectionMethod?: string;
     microTaskType?: string;
     confidenceFactors?: string[];
     reasoning?: string;
@@ -146,7 +146,7 @@ class AuditService {
   addToolSelection(
     selectedTools: string[],
     availableTools: string[],
-    selectionMethod: string,
+    //selectionMethod: string,
     confidence: number,
     startTime: number,
     metadata: Record<string, any> = {}
@@ -154,17 +154,22 @@ class AuditService {
     const calculatedConfidence = this.calculateSelectionConfidence(
       selectedTools, 
       availableTools, 
-      selectionMethod, 
+      //selectionMethod, 
       metadata
     );
 
+    const decisionBasis =
+      metadata.embeddingsUsed || metadata.similarityScores
+        ? 'semantic-search'
+        : (metadata.aiPrompt || metadata.microTaskType ? 'ai-analysis' : 'rule-based');
+
     this.addEntry(
       'tool-selection',
       'selection-decision',
       { 
         availableTools: availableTools.slice(0, 10),
         totalAvailable: availableTools.length,
-        selectionMethod: selectionMethod
+        //selectionMethod: selectionMethod
       },
       { 
         selectedTools: selectedTools,
@@ -174,10 +179,11 @@ class AuditService {
       startTime,
       {
         ...metadata,
-        selectionMethod,
+        //selectionMethod,
         availableToolsCount: availableTools.length,
         selectedToolsCount: selectedTools.length,
-        decisionBasis: selectionMethod.includes('embeddings') ? 'semantic-search' : 'ai-analysis'
+        //decisionBasis: selectionMethod.includes('embeddings') ? 'semantic-search' : 'ai-analysis'
+        decisionBasis
       }
     );
   }
@@ -282,7 +288,7 @@ class AuditService {
   private calculateSelectionConfidence(
     selectedTools: string[], 
     availableTools: string[], 
-    selectionMethod: string, 
+    //selectionMethod: string, 
     metadata: Record<string, any>
   ): number {
     let confidence = 50;
@@ -297,9 +303,9 @@ class AuditService {
       confidence -= 20;
     }
     
-    if (selectionMethod.includes('embeddings')) {
+    /*if (selectionMethod.includes('embeddings')) {
       confidence += 15;
-    }
+    }*/
     
     if (selectedTools.length >= 5 && selectedTools.length <= 25) {
       confidence += 10;
@@ -589,7 +595,8 @@ class AuditService {
   }
 
   private inferDecisionBasis(metadata: Record<string, any>): string {
-    if (metadata.embeddingsUsed || metadata.selectionMethod?.includes('embeddings')) return 'semantic-search';
+    if (metadata.embeddingsUsed) return 'semantic-search';
+    //if (metadata.embeddingsUsed || metadata.selectionMethod?.includes('embeddings')) return 'semantic-search';
     if (metadata.aiPrompt || metadata.microTaskType) return 'ai-analysis';
     if (metadata.semanticQuery && metadata.aiReasoningUsed) return 'hybrid';
     return 'rule-based';