fix

python_core/services/resource_category_manager.py

@@ -123,16 +123,14 @@ class ResourceCategoryManager:
         return None
     
     def delete_category(self, category_id: str) -> bool:
-        """删除分类（软删除）"""
+        """删除分类（真删除）"""
         for i, category in enumerate(self.categories):
-            if category.id == category_id and category.is_active:
-                category.is_active = False
-                category.updated_at = datetime.now().isoformat()
-                
-                self.categories[i] = category
+            if category.id == category_id:
+                # 真删除：从列表中移除
+                deleted_category = self.categories.pop(i)
                 self._save_categories()
 
-                logger.info(f"Deleted category: {category_id}")
+                logger.info(f"Deleted category: {category_id} - {deleted_category.title}")
                 return True
         return False