diff --git a/src/game/scene/game_scene.cpp b/src/game/scene/game_scene.cpp
index b548bbc..3ecfc63 100644
--- a/src/game/scene/game_scene.cpp
+++ b/src/game/scene/game_scene.cpp
@@ -25,7 +25,7 @@
 namespace game::scene {
 
 // 构造函数：调用基类构造函数
-GameScene::GameScene(std::string name, engine::core::Context& context, engine::scene::SceneManager& scene_manager)
+GameScene::GameScene(const std::string& name, engine::core::Context& context, engine::scene::SceneManager& scene_manager)
     : Scene(name, context, scene_manager) {
     spdlog::trace("GameScene 构造完成。");
 }
@@ -189,15 +189,15 @@ void GameScene::handleObjectCollisions()
 
         // 处理玩家与敌人的碰撞
         if (obj1->getName() == "player" && obj2->getTag() == "enemy") {
-            PlayerVSEnemyCollision(obj1, obj2);
+            playerVSEnemyCollision(obj1, obj2);
         } else if (obj2->getName() == "player" && obj1->getTag() == "enemy") {
-            PlayerVSEnemyCollision(obj2, obj1);
+            playerVSEnemyCollision(obj2, obj1);
         }
         // 处理玩家与道具的碰撞
         else if (obj1->getName() == "player" && obj2->getTag() == "item") {
-            PlayerVSItemCollision(obj1, obj2);
+            playerVSItemCollision(obj1, obj2);
         } else if (obj2->getName() == "player" && obj1->getTag() == "item") {
-            PlayerVSItemCollision(obj2, obj1);
+            playerVSItemCollision(obj2, obj1);
         }
         // 处理玩家与"hazard"对象碰撞
         else if (obj1->getName() == "player" && obj2->getTag() == "hazard") {
@@ -227,7 +227,7 @@ void GameScene::handleTileTriggers()
     }
 }
 
-void GameScene::PlayerVSEnemyCollision(engine::object::GameObject *player, engine::object::GameObject *enemy)
+void GameScene::playerVSEnemyCollision(engine::object::GameObject *player, engine::object::GameObject *enemy)
 {
     // --- 踩踏判断逻辑：1. 玩家中心点在敌人上方    2. 重叠区域：overlap.x > overlap.y
     auto player_aabb = player->getComponent<engine::component::ColliderComponent>()->getWorldAABB();
@@ -263,7 +263,7 @@ void GameScene::PlayerVSEnemyCollision(engine::object::GameObject *player, engin
     }
 }
 
-void GameScene::PlayerVSItemCollision(engine::object::GameObject * player, engine::object::GameObject * item)
+void GameScene::playerVSItemCollision(engine::object::GameObject * player, engine::object::GameObject * item)
 {
     if (item->getName() == "fruit") {
         player->getComponent<engine::component::HealthComponent>()->heal(1);  // 加血
diff --git a/src/game/scene/game_scene.h b/src/game/scene/game_scene.h
index 7ffcc2c..92874dc 100644
--- a/src/game/scene/game_scene.h
+++ b/src/game/scene/game_scene.h
@@ -17,7 +17,7 @@ class GameScene final: public engine::scene::Scene {
     engine::object::GameObject* player_ = nullptr;  ///< @brief 保存玩家对象的指针，方便访问
 
 public:
-    GameScene(std::string name, engine::core::Context& context, engine::scene::SceneManager& scene_manager);
+    GameScene(const std::string& name, engine::core::Context& context, engine::scene::SceneManager& scene_manager);
 
     // 覆盖场景基类的核心方法
     void init() override;
@@ -33,8 +33,8 @@ private:
 
     void handleObjectCollisions();              ///< @brief 处理游戏对象间的碰撞逻辑（从PhysicsEngine获取信息）
     void handleTileTriggers();                  ///< @brief 处理瓦片触发事件（从PhysicsEngine获取信息）
-    void PlayerVSEnemyCollision(engine::object::GameObject* player, engine::object::GameObject* enemy);  ///< @brief 玩家与敌人碰撞处理
-    void PlayerVSItemCollision(engine::object::GameObject* player, engine::object::GameObject* item);    ///< @brief 玩家与道具碰撞处理
+    void playerVSEnemyCollision(engine::object::GameObject* player, engine::object::GameObject* enemy);  ///< @brief 玩家与敌人碰撞处理
+    void playerVSItemCollision(engine::object::GameObject* player, engine::object::GameObject* item);    ///< @brief 玩家与道具碰撞处理
 
     /**
      * @brief 创建一个特效对象（一次性）。