diff --git a/apps/admin/src/hooks/useAuditedSupabase.ts b/apps/admin/src/hooks/useAuditedSupabase.ts
index f6d58b4..c21a571 100644
--- a/apps/admin/src/hooks/useAuditedSupabase.ts
+++ b/apps/admin/src/hooks/useAuditedSupabase.ts
@@ -20,6 +20,7 @@ type AuditAction = 'INSERT' | 'UPDATE' | 'DELETE';
 async function logAction(
     tableName: string,
     action: AuditAction,
+    recordId: string | null,
     oldValues?: Record<string, unknown> | null,
     newValues?: Record<string, unknown> | null
 ): Promise<void> {
@@ -29,6 +30,7 @@ async function logAction(
         const { error } = await supabase.rpc('log_admin_action', {
             p_table_name: tableName,
             p_action: action,
+            p_record_id: recordId,
             p_old_values: oldValues || null,
             p_new_values: newValues || null,
         });
@@ -72,7 +74,7 @@ export const auditedSupabase = {
         if (!error && data) {
             // Log each inserted record
             for (const record of data as T[]) {
-                await logAction(table, 'INSERT', null, record as Record<string, unknown>);
+                await logAction(table, 'INSERT', record.id, null, record as Record<string, unknown>);
             }
         }
 
@@ -106,7 +108,7 @@ export const auditedSupabase = {
             .single();
 
         if (!error && data) {
-            await logAction(table, 'UPDATE', oldValues, data as Record<string, unknown>);
+            await logAction(table, 'UPDATE', id, oldValues, data as Record<string, unknown>);
         }
 
         return { data: data as T | null, error };
@@ -140,7 +142,7 @@ export const auditedSupabase = {
             // Log each updated record
             for (const record of data as T[]) {
                 const oldRecord = oldRecords.find(r => r.id === record.id);
-                await logAction(table, 'UPDATE', oldRecord || null, record as Record<string, unknown>);
+                await logAction(table, 'UPDATE', record.id, oldRecord || null, record as Record<string, unknown>);
             }
         }
 
@@ -171,7 +173,7 @@ export const auditedSupabase = {
             .eq('id', id);
 
         if (!error) {
-            await logAction(table, 'DELETE', oldValues, null);
+            await logAction(table, 'DELETE', id, oldValues, null);
         }
 
         return { error };
@@ -202,7 +204,7 @@ export const auditedSupabase = {
         if (!error) {
             // Log each deletion
             for (const record of oldRecords) {
-                await logAction(table, 'DELETE', record, null);
+                await logAction(table, 'DELETE', record.id as string, record, null);
             }
         }
 
@@ -234,7 +236,7 @@ export const auditedSupabase = {
             .eq(field, value);
 
         if (!error && oldValues) {
-            await logAction(table, 'DELETE', oldValues, null);
+            await logAction(table, 'DELETE', (oldValues.id as string) || null, oldValues, null);
         }
 
         return { error };
diff --git a/apps/admin/src/lib/openai.ts b/apps/admin/src/lib/openai.ts
index 7ba4edd..b163380 100644
--- a/apps/admin/src/lib/openai.ts
+++ b/apps/admin/src/lib/openai.ts
@@ -312,21 +312,26 @@ Mix distinct symmetric and asymmetric proposals.`;
 
 export async function generateCategory(): Promise<{ name: string; description: string; icon: string }> {
     const openai = getOpenAI();
-    const prompt = `Generate a unique category for organizing question packs in a couples' intimacy/connection app.
-  
-  Return a JSON object with:
-  - name: Category name (1-3 words, e.g., "Romance", "Adventure", "Communication")
-  - description: Brief description of what packs in this category explore (1 sentence)
-  - icon: A single emoji that represents this category
-  
-  Be creative and think of categories that help couples explore different aspects of their relationship.`;
+    const prompt = `Generate a unique category for organizing activity packs in a couples' intimacy/connection app.
+
+This is an ACTIVITY-FOCUSED app where couples swipe on activity proposals.
+Each partner independently swipes Like/Dislike/Maybe, and when both swipe positively they "match".
+Categories organize collections of activity packs (date ideas, intimate experiences, adventures, challenges, etc.).
+This is NOT a Q&A app - it's about discovering shared interests in activities.
+
+Return a JSON object with:
+- name: Category name (1-3 words, e.g., "Romance", "Adventure", "Date Nights")
+- description: Brief description of what activity packs in this category contain (1 sentence)
+- icon: A single emoji that represents this category
+
+Be creative and think of categories that help couples explore different types of activities together.`;
 
     const response = await openai.chat.completions.create({
         model: getModel('generate'),
         messages: [
             {
                 role: 'system',
-                content: 'You are a creative content organizer for a couples relationship app. Generate engaging category ideas. Always respond with valid JSON only.',
+                content: 'You are a creative content organizer for a couples activity/intimacy app. The app helps couples discover shared interests by swiping on activity proposals. Generate engaging category ideas for organizing activity packs. Always respond with valid JSON only.',
             },
             { role: 'user', content: prompt },
         ],