diff --git a/apps/worker/worker_app/tasks/generation.py b/apps/worker/worker_app/tasks/generation.py
index c28eb29b4..3b92242bf 100644
--- a/apps/worker/worker_app/tasks/generation.py
+++ b/apps/worker/worker_app/tasks/generation.py
@@ -95,6 +95,42 @@ def _update_task_status(task_id: str, status_action: str, **kwargs) -> bool:
         return False
 
 
+
+def _update_task_progress(task_id: str, progress: float, stage: str = "") -> bool:
+    """更新 GenerationTask 进度（独立 session，异常不向外抛出）。
+
+    Args:
+        task_id: 任务 ID
+        progress: 进度值（0-100）
+        stage: 阶段描述（仅用于日志）
+
+    Returns:
+        True 表示更新成功
+    """
+    try:
+        from packages.adapters.sqlalchemy_impl.models import GenerationTaskModel
+
+        session = SessionLocal()
+        try:
+            model = session.query(GenerationTaskModel).filter(
+                GenerationTaskModel.id == task_id
+            ).first()
+            if model:
+                model.progress = progress
+                session.commit()
+                if stage:
+                    logger.info(
+                        "GenerationTask 进度更新: task_id=%s progress=%.0f%% stage=%s",
+                        task_id, progress, stage,
+                    )
+                return True
+            return False
+        finally:
+            session.close()
+    except Exception as e:
+        logger.error("更新任务进度异常: task_id=%s progress=%s error=%s", task_id, progress, e)
+        return False
+
 # ── 日志持久化辅助 ────────────────────────────────────────────────────────────
 
 
@@ -1283,6 +1319,7 @@ def generate_video(self, task_id: str) -> dict:
 
     # 标记任务为 running
     _update_task_status(task_id, "mark_processing")
+    _update_task_progress(task_id, 10, "任务启动")
 
     try:
         editing_mode = EditingMode(mode) if (mode := task_info["mode"]) else EditingMode.ONE_TAKE
@@ -1316,7 +1353,10 @@ def generate_video(self, task_id: str) -> dict:
                 )
                 _flush_logs(task_id, gen_task)
 
+            _update_task_progress(task_id, 30, "素材下载完成")
+
             # ── 3. 渲染 + 混音 ───────────────────────────────────────────────
+            _update_task_progress(task_id, 40, "开始渲染")
             output_path, render_duration = _render_video(
                 task_id=task_id,
                 downloaded_videos=downloaded_videos,
@@ -1336,7 +1376,10 @@ def generate_video(self, task_id: str) -> dict:
                 gen_task.append_log("渲染", f"渲染完成, 时长={render_duration:.1f}s")
                 _flush_logs(task_id, gen_task)
 
+            _update_task_progress(task_id, 80, "渲染完成")
+
             # ── 4. 上传 OSS + 查重记录 ───────────────────────────────────────
+            _update_task_progress(task_id, 85, "开始上传")
             file_url, duration, file_size, video_count = _upload_and_record(
                 task_id=task_id,
                 output_path=output_path,
@@ -1356,6 +1399,8 @@ def generate_video(self, task_id: str) -> dict:
                 )
                 _flush_logs(task_id, gen_task)
 
+            _update_task_progress(task_id, 95, "上传完成")
+
             # ── 5. 标记完成 ──────────────────────────────────────────────────
             _update_task_status(task_id, "mark_completed", result_count=video_count)