diff --git a/apps/desktop/src-tauri/src/business/services/video_classification_service.rs b/apps/desktop/src-tauri/src/business/services/video_classification_service.rs
index e609bb2..37fb339 100644
--- a/apps/desktop/src-tauri/src/business/services/video_classification_service.rs
+++ b/apps/desktop/src-tauri/src/business/services/video_classification_service.rs
@@ -40,10 +40,29 @@ impl VideoClassificationService {
 
     /// 为素材创建批量分类任务
     pub async fn create_batch_classification_tasks(&self, request: BatchClassificationRequest) -> Result<Vec<VideoClassificationTask>> {
+        println!("🎬 创建批量分类任务");
+        println!("   素材ID: {}", request.material_id);
+        println!("   项目ID: {}", request.project_id);
+
         // 获取素材信息
-        let _material = self.material_repo.get_by_id(&request.material_id)?
+        let material = self.material_repo.get_by_id(&request.material_id)?
             .ok_or_else(|| anyhow!("素材不存在: {}", request.material_id))?;
 
+        println!("   素材项目ID: {}", material.project_id);
+
+        // 验证项目ID是否匹配，如果不匹配则尝试修复
+        if material.project_id != request.project_id {
+            println!("⚠️ 项目ID不匹配，尝试修复: 素材项目ID={}, 请求项目ID={}", material.project_id, request.project_id);
+
+            // 验证请求的项目ID是否存在
+            if let Ok(Some(_)) = self.material_repo.get_project_by_id(&request.project_id).await {
+                println!("✅ 请求的项目ID有效，将使用请求的项目ID进行分类");
+                // 使用请求的项目ID，而不是素材中的项目ID
+            } else {
+                return Err(anyhow!("请求的项目ID无效: {}", request.project_id));
+            }
+        }
+
         // 获取素材的所有片段
         let segments = self.material_repo.get_segments(&request.material_id)?;
         
@@ -225,6 +244,11 @@ impl VideoClassificationService {
 
     /// 移动视频文件到分类文件夹
     async fn move_video_to_category_folder(&self, record: &VideoClassificationRecord) -> Result<()> {
+        println!("🔍 开始移动文件到分类文件夹");
+        println!("   项目ID: {}", record.project_id);
+        println!("   分类类别: {}", record.category);
+        println!("   片段ID: {}", record.segment_id);
+
         // 获取项目信息
         let project = self.material_repo.get_project_by_id(&record.project_id).await?
             .ok_or_else(|| anyhow!("项目不存在: {}", record.project_id))?;