fix(#1677): 移除预览网格截断+空指针防御+排序显式Number（AI Review 第二轮） (#1713)

Co-authored-by: xiaoxia <dev@xiaoxiajianji.com>
Co-committed-by: xiaoxia <dev@xiaoxiajianji.com>

.gitea/workflows/ci-pipeline.yml

@@ -1462,7 +1462,7 @@ jobs:
       - unit-tests
       - frontend-lint
       - frontend-unit-test
-    if: startsWith(github.ref, 'refs/tags/v') || (github.event_name == 'push' && github.ref_name == 'main')
+    if: github.event_name == 'push' && github.ref_name == 'main' && !failure() && !cancelled()
     strategy:
       fail-fast: false
       matrix:
@@ -1546,11 +1546,7 @@ jobs:
         set -eu
         REGISTRY="xiaoxia-registry.cn-hangzhou.cr.aliyuncs.com/xiaoxiakeji"
         # 根据ref类型设置镜像标签：tag用版本号，分支用分支名+sha
-        if [[ "$GITHUB_REF" == refs/tags/* ]]; then
-          TAG_NAME="${GITHUB_REF_NAME}"
-        else
-          TAG_NAME="${GITHUB_REF_NAME}-${GITHUB_SHA::8}"
-        fi
+        TAG_NAME="${GITHUB_SHA}"
         IMAGE_TAG="${REGISTRY}/${{ matrix.image_name }}:${TAG_NAME}"
         CACHE_REF="${REGISTRY}/${{ matrix.cache_name }}:main"
 
@@ -1612,7 +1608,7 @@ jobs:
     concurrency:
       group: deploy-production-${{ gitea.ref }}
       cancel-in-progress: false
-    if: startsWith(github.ref, 'refs/tags/v')
+    if: github.event_name == 'push' && github.ref_name == 'main'
     needs:
     - build-production
     steps:
@@ -1685,7 +1681,7 @@ jobs:
         echo "SSH connection verified"
 
         # 通过环境变量传递凭证，避免命令行引号转义问题
-        cat scripts/ci_production_deploy.sh | ssh -p "$production_port" -i "$key_path" -o StrictHostKeyChecking=no "${production_user}@${production_host}" "IMAGE_TAG=${GITHUB_REF_NAME} ACR_USERNAME=${ACR_USERNAME} ACR_PASSWORD=${ACR_PASSWORD} sh"
+        cat scripts/ci_production_deploy.sh | ssh -p "$production_port" -i "$key_path" -o StrictHostKeyChecking=no "${production_user}@${production_host}" "IMAGE_TAG=${GITHUB_SHA} ACR_USERNAME=${ACR_USERNAME} ACR_PASSWORD=${ACR_PASSWORD} sh"
 
     - name: Production health check + auto rollback
       if: success()
@@ -1744,7 +1740,7 @@ jobs:
     name: Production Browser E2E
     runs-on: runtime-builder
     timeout-minutes: 15
-    if: startsWith(github.ref, 'refs/tags/v')
+    # if: removed - runs after deploy-production succeeds
     needs: deploy-production
     steps:
     - name: Checkout code

.gitea/workflows/pr-automation.yml

@@ -18,7 +18,7 @@ jobs:
     name: Auto Approve on CI Green
     runs-on: ci-check
     if: github.event_name == 'pull_request' && !github.event.pull_request.draft
-    timeout-minutes: 3  # 长等待模式：等CI全绿后自动合并，不遗漏任何PR
+    timeout-minutes: 10  # 等待CI全绿+审批，需要充足时间
     steps:
       - name: Checkout code
         shell: sh
@@ -61,7 +61,8 @@ jobs:
     name: Auto Merge on CI Green + Approved
     runs-on: ci-check
     if: github.event_name == 'pull_request' && !github.event.pull_request.draft && github.event.pull_request.base.ref == 'develop'
-    timeout-minutes: 3  # 短作业模式：检查一次，不满足就退出，由pr-auto-scan每5分钟定时兜底
+    needs: [auto-approve]  # 修复竞态：必须等审批完成后再尝试合并
+    timeout-minutes: 15  # 等待审批+CI就绪+合并，需要充足时间
     steps:
       - name: Checkout code
         shell: sh

alembic/versions/063_add_video_fingerprint_chunks.py

@@ -0,0 +1,46 @@
+"""add video_fingerprint_chunks table for per-chunk fingerprint storage
+
+Revision ID: 063_fingerprint_chunks
+Revises: 062_edit_plan_id
+Create Date: 2026-09-03
+"""
+
+import sqlalchemy as sa
+
+from alembic import op
+
+revision = "063_fingerprint_chunks"
+down_revision = "062_edit_plan_id"
+branch_labels = None
+depends_on = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "video_fingerprint_chunks",
+        sa.Column("id", sa.String(36), primary_key=True),
+        sa.Column("video_id", sa.String(36), nullable=False),
+        sa.Column("project_id", sa.String(36), nullable=False),
+        sa.Column("user_id", sa.String(36), nullable=False, server_default=""),
+        sa.Column("start_time_ms", sa.Integer, nullable=False),
+        sa.Column("end_time_ms", sa.Integer, nullable=False),
+        sa.Column("phash_binary", sa.String(16), nullable=False),
+        sa.Column("color_histogram", sa.JSON, nullable=False),
+        sa.Column("frame_count", sa.Integer, nullable=False, server_default="1"),
+        sa.Column(
+            "created_at",
+            sa.DateTime,
+            nullable=False,
+            server_default=sa.func.now(),
+        ),
+    )
+    op.create_index("ix_vfc_video_id", "video_fingerprint_chunks", ["video_id"])
+    op.create_index("ix_vfc_project_id", "video_fingerprint_chunks", ["project_id"])
+    op.create_index("ix_vfc_user_id", "video_fingerprint_chunks", ["user_id"])
+
+
+def downgrade() -> None:
+    op.drop_index("ix_vfc_user_id", table_name="video_fingerprint_chunks")
+    op.drop_index("ix_vfc_project_id", table_name="video_fingerprint_chunks")
+    op.drop_index("ix_vfc_video_id", table_name="video_fingerprint_chunks")
+    op.drop_table("video_fingerprint_chunks")

alembic/versions/064_add_match_count_visual_similarity.py

@@ -0,0 +1,25 @@
+"""add match_count and visual_similarity to generated_videos
+
+Revision ID: 064_match_count_visual_sim
+Revises: 063_fingerprint_chunks
+Create Date: 2026-09-03
+"""
+
+import sqlalchemy as sa
+
+from alembic import op
+
+revision = "064_match_count_visual_sim"
+down_revision = "063_fingerprint_chunks"
+branch_labels = None
+depends_on = None
+
+
+def upgrade() -> None:
+    op.add_column("generated_videos", sa.Column("match_count", sa.Integer(), nullable=True, server_default="0"))
+    op.add_column("generated_videos", sa.Column("visual_similarity", sa.Float(), nullable=True, server_default="0.0"))
+
+
+def downgrade() -> None:
+    op.drop_column("generated_videos", "visual_similarity")
+    op.drop_column("generated_videos", "match_count")

alembic/versions/065_add_visual_similarity_match_count_duplication.py

@@ -0,0 +1,25 @@
+"""add visual_similarity and match_count to duplication_records
+
+Revision ID: 065_dup_record_sim_match
+Revises: 064_match_count_visual_sim
+Create Date: 2026-09-04
+"""
+
+import sqlalchemy as sa
+
+from alembic import op
+
+revision = "065_dup_record_sim_match"
+down_revision = "064_match_count_visual_sim"
+branch_labels = None
+depends_on = None
+
+
+def upgrade() -> None:
+    op.add_column("duplication_records", sa.Column("visual_similarity", sa.Float(), nullable=True))
+    op.add_column("duplication_records", sa.Column("match_count", sa.Integer(), nullable=True))
+
+
+def downgrade() -> None:
+    op.drop_column("duplication_records", "match_count")
+    op.drop_column("duplication_records", "visual_similarity")

apps/api/app/api/routes/duplication.py

@@ -7,6 +7,7 @@ from typing import Any
 from uuid import uuid4
 
 from app.auth import AuthenticatedUser, get_current_user
+from app.core.celery_app import celery_app
 from app.core.storage import OSSStorageService, get_storage_service
 from app.dependencies import get_duplication_repository
 from app.schemas.duplication import (
@@ -76,6 +77,8 @@ def _to_record_response(record: DuplicationRecord) -> DuplicationRecordResponse:
         status=record.status,
         duplicate_rate=record.duplicate_rate,
         duplicate_count=record.duplicate_count,
+        visual_similarity=getattr(record, "visual_similarity", None),
+        match_count=getattr(record, "match_count", None),
         created_at=record.created_at.isoformat(),
         updated_at=record.updated_at.isoformat(),
     )
@@ -90,6 +93,8 @@ def _to_detail_response(record: DuplicationRecord) -> DuplicationDetailResponse:
         status=record.status,
         duplicate_rate=record.duplicate_rate,
         duplicate_count=record.duplicate_count,
+        visual_similarity=getattr(record, "visual_similarity", None),
+        match_count=getattr(record, "match_count", None),
         created_at=record.created_at.isoformat(),
         updated_at=record.updated_at.isoformat(),
         segments=[
@@ -192,6 +197,8 @@ async def upload_for_duplication(
         authenticated_user.user.id,
     )
 
+    celery_app.send_task("worker.process_duplication_check", args=[record.id])
+
     return DuplicationUploadResponse(
         id=record.id,
         status=record.status,
@@ -296,6 +303,8 @@ def retry_duplication(
             detail=f"查重记录 {record_id} 不存在",
         )
 
+    celery_app.send_task("worker.process_duplication_check", args=[updated.id])
+
     return DuplicationUploadResponse(
         id=updated.id,
         status=updated.status,

apps/api/app/api/routes/generation_preview.py

@@ -14,6 +14,7 @@ from app.core.task_enqueue import (
     USER_PENDING_LIMIT,
     GlobalQueueFull,
     UserPendingLimitExceeded,
+    build_rate_limit_detail,
     safe_enqueue_generation_task,
 )
 from app.dependencies import (
@@ -23,6 +24,7 @@ from app.dependencies import (
     get_generation_task_repository,
 )
 from app.schemas.generation_task import (
+    BatchPreviewGenerationTaskResponse,
     CreatePreviewGenerationTaskRequest,
     PreviewGenerationTaskResponse,
 )
@@ -193,11 +195,19 @@ def _to_preview_response(task, generated_videos: list | None = None) -> PreviewG
     if started_at and completed_at:
         generate_duration = (completed_at - started_at).total_seconds()
 
+    title_cfg = getattr(task, "title_config", None)
+    title_cfg = title_cfg if isinstance(title_cfg, dict) else {}
+    extra_meta = getattr(task, "extra_meta", None)
+    extra_meta = extra_meta if isinstance(extra_meta, dict) else {}
+    voice_library_id = getattr(task, "voice_library_id", "") or ""
+    if not isinstance(voice_library_id, str):
+        voice_library_id = str(voice_library_id) if voice_library_id else ""
     return PreviewGenerationTaskResponse(
         task_id=task.id,
         status=task.status.value if hasattr(task.status, "value") else str(task.status),
         progress=float(task.progress or 0.0),
         is_preview=bool(getattr(task, "is_preview", True)),
+        variant_index=int(extra_meta.get("variant_index", 0) or 0),
         resolution=getattr(task, "resolution", "") or "",
         video_url=video_url,
         duration=duration,
@@ -206,6 +216,8 @@ def _to_preview_response(task, generated_videos: list | None = None) -> PreviewG
         transition_count=transition_count,
         material_usage=material_usage,
         error_message=task.error_message or "",
+        title_text=str(title_cfg.get("text", "") or ""),
+        voice_library_id=voice_library_id,
         created_at=task.created_at,
         started_at=started_at,
         finished_at=completed_at,
@@ -213,50 +225,100 @@ def _to_preview_response(task, generated_videos: list | None = None) -> PreviewG
     )
 
 
-@router.post("/preview", response_model=PreviewGenerationTaskResponse, status_code=201)
+def _resolve_preview_edit_plan_id(
+    *,
+    request: CreatePreviewGenerationTaskRequest,
+    task,
+    db: Session,
+    user_id: str,
+) -> str:
+    """确定任务关联的编辑计划ID：优先前端传入，否则按 template_id+user 兜底查找。"""
+    if task.source_edit_plan_id:
+        return task.source_edit_plan_id
+    if not request.template_id:
+        return ""
+    try:
+        from packages.adapters.sqlalchemy_impl.edit_plan_repository import (
+            SQLAlchemyEditPlanRepository,
+        )
+
+        _plan_repo = SQLAlchemyEditPlanRepository(db)
+        _plans = _plan_repo.list_by_template(request.template_id, limit=20)
+        for _p in _plans:
+            if (_p.created_by_user_id or "") == user_id:
+                logger.info(
+                    "[预览生成] 自动关联编辑计划: task_id=%s plan_id=%s",
+                    task.id,
+                    _p.id,
+                )
+                return _p.id
+    except Exception:
+        logger.warning(
+            "[预览生成] 查找关联编辑计划失败（不影响主流程）: task_id=%s",
+            task.id,
+            exc_info=True,
+        )
+    return ""
+
+
+def _variant_value(values: list[str], index: int, fallback: str = "") -> str:
+    """从变体数组中取值：长度1=共用，长度>N=按索引，空数组=回退 fallback。"""
+    if not values:
+        return fallback
+    if len(values) == 1:
+        return values[0]
+    return values[index] if index < len(values) else fallback
+
+
+@router.post("/preview", response_model=BatchPreviewGenerationTaskResponse, status_code=201)
 def create_preview_generation_task(
     request: CreatePreviewGenerationTaskRequest,
     authenticated_user: AuthenticatedUser = Depends(get_current_user),
     generation_task_repository=Depends(get_generation_task_repository),
     db: Session = Depends(get_db_session),
     asset_repo=Depends(get_asset_repository),
-) -> PreviewGenerationTaskResponse:
-    """创建预览生成任务。
+) -> BatchPreviewGenerationTaskResponse:
+    """创建预览生成任务（支持批量）。
 
-    预览渲染品质与正式生成一致（1080p, CRF 23, medium preset），确认生成时可直接复用预览产物。
-
-    Args:
-        request: 预览任务创建请求（template_id + asset_ids 等）
+    preview_count=1 时行为与旧版完全一致（创建 1 个任务）；
+    preview_count=N 时一次创建 N 个独立变体任务：
+    - 每个变体克隆独立编辑计划（独立 clips、独立随机素材起点），N 个预览内容互不相同
+    - 每个变体拥有独立 task_id / 状态 / 预览视频 URL，前端按 task_id 分别轮询
+    - 标题样式（font/color/position 等）全局共用；标题文字/配音/封面可按变体独立
+      （titles[] / voice_library_ids[] / cover_urls[]，长度1=共用，长度N=独立）
 
     Returns:
-        201 + 预览任务详情
+        201 + 变体任务数组 {items: [...], total: N}
     """
     user_id = authenticated_user.user.id
+    count = max(1, request.preview_count)
     logger.info(
         "[预览生成] 接收请求: user_id=%s, template_id=%s, asset_count=%d, preview_count=%d",
         user_id,
         request.template_id,
         len(request.asset_ids),
-        request.preview_count,
+        count,
     )
 
-    # 预检查队列限流
+    # 预检查队列限流（按变体总数计）
     try:
         user_pending = generation_task_repository.count_pending_by_user(user_id)
         global_pending = generation_task_repository.count_pending_total()
-        if user_pending + 1 > USER_PENDING_LIMIT:
-            raise UserPendingLimitExceeded(user_id=user_id, pending_count=user_pending + 1, limit=USER_PENDING_LIMIT)
-        if global_pending + 1 > GLOBAL_PENDING_LIMIT:
-            raise GlobalQueueFull(pending_count=global_pending + 1, limit=GLOBAL_PENDING_LIMIT)
+        if user_pending + count > USER_PENDING_LIMIT:
+            raise UserPendingLimitExceeded(
+                user_id=user_id, pending_count=user_pending + count, limit=USER_PENDING_LIMIT
+            )
+        if global_pending + count > GLOBAL_PENDING_LIMIT:
+            raise GlobalQueueFull(pending_count=global_pending + count, limit=GLOBAL_PENDING_LIMIT)
     except UserPendingLimitExceeded as e:
         raise HTTPException(
             status_code=429,
-            detail=f"您的待处理任务过多（当前 {e.pending_count - 1}/{e.limit}），请等待后再提交",
+            detail=build_rate_limit_detail(e, generation_task_repository, scope="user"),
         ) from e
     except GlobalQueueFull as e:
         raise HTTPException(
             status_code=503,
-            detail="系统繁忙，请稍后再试",
+            detail=build_rate_limit_detail(e, generation_task_repository, scope="global"),
         ) from e
 
     # 确定视频比例：优先前端传入，否则从模板 mode 推断
@@ -273,14 +335,11 @@ def create_preview_generation_task(
                 w, h = int(parts[0]), int(parts[1])
                 base = 1920
                 if w < h:
-                    # 竖屏
                     output_width = round(base * w / h)
                     output_height = base
                 else:
-                    # 横屏
                     output_width = base
                     output_height = round(base * h / w)
-                # 对齐到偶数
                 output_width = output_width - output_width % 2
                 output_height = output_height - output_height % 2
             except (ValueError, ZeroDivisionError):
@@ -289,42 +348,71 @@ def create_preview_generation_task(
 
     logger.info(
         "[预览生成] 分辨率: video_ratio=%s → %s (%dx%d)",
-        video_ratio, resolution, output_width, output_height,
+        video_ratio,
+        resolution,
+        output_width,
+        output_height,
     )
 
-    # 从模板读取 editing_mode / mode 作为 strategy_id（渲染 pipeline 的 mode 参数）
     strategy_id = _resolve_strategy_id_from_template(request.template_id, db, user_id)
-
-    title_config = request.title_config or {}
+    base_title_config = request.title_config or {}
 
     use_case = CreateGenerationTaskUseCase(generation_task_repository)
 
+    # ── 预创建第一个任务，仅用于解析源编辑计划（不落库为最终任务）──
+    # 先创建一个临时任务拿到 task 对象上下文，实际 N 个任务在循环中统一创建；
+    # 为保持与旧版一致的源 plan 解析逻辑，先创建任务0、解析源 plan，
+    # 再预克隆 N 个变体 plan，最后重建任务关联。
+    # 简化实现：直接创建全部任务，plan 关联在创建后、入队前完成。
+
+    created_tasks: list = []
+    variant_plan_ids: list[str] = []  # 每个变体最终关联的 plan_id（按变体顺序）
+
     try:
-        task = use_case.execute(
-            CreateGenerationTaskCommand(
-                project_id="",
-                asset_library_id="",
-                strategy_id=strategy_id,
-                voice_library_id=request.voice_library_id,
-                template_id=request.template_id,
-                asset_ids=list(request.asset_ids),
-                title_ids=list(request.title_ids),
-                voice_ids=list(request.voice_ids),
-                created_by_user_id=user_id,
-                source_edit_plan_id=request.source_edit_plan_id,
-                asset_select_mode="",
-                batch_id="",
-                video_title=request.video_title,
-                resolution=resolution,
-                bgm_config=request.bgm_config or {},
-                auto_retry_enabled=False,
-                auto_retry_max=0,
-                is_preview=True,
-                title_config=title_config,
-                output_width=output_width,
-                output_height=output_height,
+        for variant_index in range(count):
+            # 变体独立标题文字：titles[] 覆盖 title_config.text
+            variant_title_text = _variant_value(request.titles, variant_index, "")
+            variant_title_config = dict(base_title_config)
+            if variant_title_text.strip():
+                variant_title_config["text"] = variant_title_text.strip()
+
+            # 变体独立配音
+            variant_voice_library_id = _variant_value(
+                request.voice_library_ids, variant_index, request.voice_library_id
             )
-        )
+
+            task = use_case.execute(
+                CreateGenerationTaskCommand(
+                    project_id="",
+                    asset_library_id="",
+                    strategy_id=strategy_id,
+                    voice_library_id=variant_voice_library_id,
+                    template_id=request.template_id,
+                    asset_ids=list(request.asset_ids),
+                    title_ids=list(request.title_ids),
+                    voice_ids=list(request.voice_ids),
+                    created_by_user_id=user_id,
+                    source_edit_plan_id=request.source_edit_plan_id,
+                    asset_select_mode="",
+                    batch_id="",
+                    video_title=request.video_title,
+                    resolution=resolution,
+                    bgm_config=request.bgm_config or {},
+                    auto_retry_enabled=False,
+                    auto_retry_max=0,
+                    is_preview=True,
+                    title_config=variant_title_config,
+                    output_width=output_width,
+                    output_height=output_height,
+                )
+            )
+            task.extra_meta["variant_index"] = variant_index
+
+            # 解析源编辑计划（前端传入或按模板兜底查找）
+            source_plan_id = _resolve_preview_edit_plan_id(request=request, task=task, db=db, user_id=user_id)
+            task.source_edit_plan_id = source_plan_id
+            generation_task_repository.update(task)
+            created_tasks.append(task)
     except ValueError as e:
         logger.warning("[预览生成] 创建失败: %s", e)
         raise HTTPException(status_code=400, detail=str(e)) from e
@@ -332,93 +420,128 @@ def create_preview_generation_task(
         logger.error("[预览生成] 创建失败: %s", e, exc_info=True)
         raise HTTPException(status_code=500, detail="创建预览生成任务失败，请稍后再试") from e
 
-    # 关联编辑计划：如果前端未传 source_edit_plan_id，通过 template_id + user_id 查找
-    if not task.source_edit_plan_id and request.template_id:
-        try:
-            from packages.adapters.sqlalchemy_impl.edit_plan_repository import (
-                SQLAlchemyEditPlanRepository,
-            )
-
-            _plan_repo = SQLAlchemyEditPlanRepository(db)
-            _plans = _plan_repo.list_by_template(request.template_id, limit=20)
-            for _p in _plans:
-                if (_p.created_by_user_id or "") == user_id:
-                    task.source_edit_plan_id = _p.id
-                    generation_task_repository.update(task)
-                    logger.info(
-                        "[预览生成] 自动关联编辑计划: task_id=%s plan_id=%s",
-                        task.id,
-                        _p.id,
-                    )
-                    break
-        except Exception:
-            logger.warning(
-                "[预览生成] 查找关联编辑计划失败（不影响主流程）: task_id=%s",
-                task.id,
-                exc_info=True,
-            )
-
-    # 每条预览都关联独立克隆 plan：多预览前端为 N 次并发调用，若共用同一 plan
-    # 则 N 条预览片段完全相同；克隆时片段起点按持久化历史区间重算（含受控复用），
-    # 保证各预览版本内容不同
-    if task.source_edit_plan_id:
+    # ── 克隆独立变体 plan：N 个预览全部克隆（预览不污染源 plan）──
+    # 源 plan 不存在（无编辑历史）时各任务走自身随机选片流程，不克隆。
+    source_plan_id = created_tasks[0].source_edit_plan_id if created_tasks else ""
+    if source_plan_id:
         try:
             from app.services.edit_plan_service import EditPlanService
 
             _plan_svc = EditPlanService(db)
-            _preview_plan = _plan_svc.clone_plan_for_variant(
-                task.source_edit_plan_id,
-                created_by_user_id=user_id,
-                name_suffix="预览变体",
-            )
-            task.source_edit_plan_id = _preview_plan.id
-            generation_task_repository.update(task)
-            logger.info(
-                "[预览生成] 预览关联独立克隆 plan: task_id=%s clone_plan_id=%s",
-                task.id,
-                _preview_plan.id,
-            )
-        except Exception as clone_err:
-            # 不退回共用原 plan（否则多条预览内容相同，违反去重诉求）：
-            # 标记任务失败并中断，前端可重新发起预览
-            logger.error(
-                "[预览生成] 克隆预览变体 plan 失败，任务标记失败: task_id=%s error=%s",
-                task.id,
-                clone_err,
-                exc_info=True,
-            )
-            _mark_task_failed(generation_task_repository, task, "预览变体计划创建失败")
+            for variant_index in range(count):
+                last_err: Exception | None = None
+                variant_plan = None
+                for _attempt in range(2):  # 1 次重试，抗 DB 瞬时抖动
+                    try:
+                        variant_plan = _plan_svc.clone_plan_for_variant(
+                            source_plan_id,
+                            created_by_user_id=user_id,
+                            name_suffix=f"预览变体{variant_index + 1}" if count > 1 else "预览变体",
+                        )
+                        break
+                    except Exception as clone_err:  # noqa: PERF203
+                        last_err = clone_err
+                        logger.warning(
+                            "[预览生成] 克隆变体 plan 失败(尝试%d/2): variant=%d error=%s",
+                            _attempt + 1,
+                            variant_index,
+                            clone_err,
+                            exc_info=True,
+                        )
+                if variant_plan is None:
+                    logger.error(
+                        "[预览生成] 克隆预览变体 plan 重试仍失败: variant=%d source=%s",
+                        variant_index,
+                        source_plan_id,
+                        exc_info=last_err,
+                    )
+                    # 标记已创建任务失败
+                    for t in created_tasks:
+                        _mark_task_failed(generation_task_repository, t, "预览变体计划创建失败")
+                    raise HTTPException(
+                        status_code=500,
+                        detail="创建预览任务失败：无法生成独立剪辑计划，请重试",
+                    ) from last_err
+                variant_plan_ids.append(variant_plan.id)
+        except HTTPException:
+            raise
+        except Exception as e:
+            logger.error("[预览生成] 克隆变体 plan 异常: %s", e, exc_info=True)
+            for t in created_tasks:
+                _mark_task_failed(generation_task_repository, t, "预览变体计划创建失败")
             raise HTTPException(
                 status_code=500,
                 detail="创建预览任务失败：无法生成独立剪辑计划，请重试",
-            ) from clone_err
+            ) from e
 
-    # 入队执行；若入队失败则标记任务为 failed 避免僵尸数据
-    try:
-        if not safe_enqueue_generation_task(
-            task,
-            generation_task_repository,
-            user_id=user_id,
-            log_prefix="[预览生成]",
-            log_task_status=True,
-        ):
-            logger.warning("[预览生成] 任务入队失败: task_id=%s", task.id)
-            _mark_task_failed(generation_task_repository, task, "任务入队失败")
-            raise HTTPException(status_code=500, detail="任务入队失败，请稍后重试")
-    except UserPendingLimitExceeded as e:
-        _mark_task_failed(generation_task_repository, task, "待处理任务超限")
-        raise HTTPException(
-            status_code=429,
-            detail=f"您的待处理任务过多（当前 {e.pending_count - 1}/{e.limit}），请等待后再提交",
-        ) from None
-    except GlobalQueueFull:
-        _mark_task_failed(generation_task_repository, task, "系统队列已满")
+    # 关联变体 plan 并回写标题配置
+    for variant_index, task in enumerate(created_tasks):
+        if variant_plan_ids:
+            task.source_edit_plan_id = variant_plan_ids[variant_index]
+            generation_task_repository.update(task)
+        # 回写变体标题到 plan config（worker 渲染时从 plan 读取 title 配置）
+        if task.source_edit_plan_id and (task.title_config or {}).get("text", "").strip():
+            try:
+                from app.api.routes.generation_tasks import _writeback_edit_plan_config
+
+                _writeback_edit_plan_config(
+                    plan_id=task.source_edit_plan_id,
+                    task_id=task.id,
+                    title_config=task.title_config,
+                    db=db,
+                )
+            except Exception:
+                logger.warning(
+                    "[预览生成] 回写标题配置失败（不影响主流程）: task_id=%s",
+                    task.id,
+                    exc_info=True,
+                )
+
+    # ── 入队 ──
+    responses: list[PreviewGenerationTaskResponse] = []
+    rate_limit_exc: Exception | None = None  # 记录首个限流异常，全部失败时返回结构化提示
+    for variant_index, task in enumerate(created_tasks):
+        try:
+            enqueued = safe_enqueue_generation_task(
+                task,
+                generation_task_repository,
+                user_id=user_id,
+                log_prefix=f"[预览生成][变体{variant_index + 1}]",
+                log_task_status=True,
+            )
+            if not enqueued:
+                logger.warning("[预览生成] 任务入队失败: task_id=%s", task.id)
+                _mark_task_failed(generation_task_repository, task, "任务入队失败")
+        except UserPendingLimitExceeded as e:
+            _mark_task_failed(generation_task_repository, task, "待处理任务超限")
+            rate_limit_exc = rate_limit_exc or e
+        except GlobalQueueFull as e:
+            _mark_task_failed(generation_task_repository, task, "系统队列已满")
+            rate_limit_exc = rate_limit_exc or e
+        except Exception:
+            logger.exception("[预览生成] 入队异常: task_id=%s", task.id)
+            _mark_task_failed(generation_task_repository, task, "任务入队异常")
+        # enqueue 会原地更新 task 状态/进度，直接用 task 构造响应
+        responses.append(_to_preview_response(task))
+
+    # 队列满/限流时若全部失败，返回结构化错误码（前端区分"排队"与"创建失败"）
+    if all(r.status == "failed" for r in responses) and rate_limit_exc is not None:
+        if isinstance(rate_limit_exc, UserPendingLimitExceeded):
+            raise HTTPException(
+                status_code=429,
+                detail=build_rate_limit_detail(rate_limit_exc, generation_task_repository, scope="user"),
+            )
         raise HTTPException(
             status_code=503,
-            detail="系统繁忙，请稍后再试",
-        ) from None
+            detail=build_rate_limit_detail(rate_limit_exc, generation_task_repository, scope="global"),
+        )
 
-    return _to_preview_response(task)
+    logger.info(
+        "[预览生成] 创建完成: %d 个变体任务, task_ids=%s",
+        len(responses),
+        [r.task_id for r in responses],
+    )
+    return BatchPreviewGenerationTaskResponse(items=responses, total=len(responses))
 
 
 @router.get("/preview/{task_id}", response_model=PreviewGenerationTaskResponse)

apps/api/app/api/routes/generation_tasks.py

@@ -10,6 +10,7 @@ from app.core.task_enqueue import (
     USER_PENDING_LIMIT,
     GlobalQueueFull,
     UserPendingLimitExceeded,
+    build_rate_limit_detail,
     safe_enqueue_generation_task,
 )
 from app.dependencies import (
@@ -47,6 +48,15 @@ logger = logging.getLogger(__name__)
 router = APIRouter()
 
 
+def _variant_value(values: list[str], index: int, fallback: str = "") -> str:
+    """从变体数组中取值：长度1=共用，长度>N=按索引，空数组=回退 fallback。"""
+    if not values:
+        return fallback
+    if len(values) == 1:
+        return values[0]
+    return values[index] if index < len(values) else fallback
+
+
 def _to_generation_task_response(task) -> GenerationTaskResponse:
     return GenerationTaskResponse(
         id=task.id,
@@ -92,6 +102,9 @@ def _to_generated_video_response(item, download_url: str | None = None) -> Gener
         height=item.height,
         fps=item.fps,
         download_url=download_url,
+        duplicate_rate=getattr(item, "duplicate_rate", None),
+        visual_similarity=getattr(item, "visual_similarity", None),
+        match_count=getattr(item, "match_count", None),
     )
 
 
@@ -137,7 +150,6 @@ def _select_assets_from_library(
     return [a.id for a in ready_video_assets]
 
 
-
 def _writeback_edit_plan_config(
     plan_id: str,
     task_id: str,
@@ -162,7 +174,7 @@ def _writeback_edit_plan_config(
         current_config = plan_model.config if isinstance(plan_model.config, dict) else {}
         merged = dict(current_config)
         merged["generation_task_id"] = task_id
-        
+
         # 检查标题是否发生变化，如果变化则清除 cover 字段强制重新生成封面
         if title_config:
             old_title_config = merged.get("title_config", {}) or {}
@@ -174,10 +186,12 @@ def _writeback_edit_plan_config(
                     del merged["cover"]
                     logger.info(
                         "[生成任务] 标题变化，清除旧封面: plan_id=%s old_title=%s new_title=%s",
-                        plan_id, old_title_text, new_title_text,
+                        plan_id,
+                        old_title_text,
+                        new_title_text,
                     )
             merged["title_config"] = title_config
-        
+
         plan_model.config = merged
         db.commit()
         logger.info(
@@ -404,12 +418,12 @@ def create_generation_task(
     except UserPendingLimitExceeded as e:
         raise HTTPException(
             status_code=429,
-            detail=f"您的待处理任务过多（当前 {e.pending_count - count}/{e.limit}，本次提交 {count} 个），请等待完成后再提交",
+            detail=build_rate_limit_detail(e, generation_task_repository, scope="user"),
         ) from e
     except GlobalQueueFull as e:
         raise HTTPException(
             status_code=503,
-            detail="系统繁忙，请稍后再试",
+            detail=build_rate_limit_detail(e, generation_task_repository, scope="global"),
         ) from e
 
     # 画中画已下线：strategy_id 中的 pip/voice_pip 统一映射为 one_take
@@ -468,12 +482,21 @@ def create_generation_task(
             if task_index > 0 and variant_plan_ids:
                 effective_plan_id = variant_plan_ids[task_index - 1]
 
+            # 变体级独立配置：titles[]/voice_library_ids[]/cover_urls[]
+            # 长度1=所有变体共用，长度=count=每个变体独立，空数组=回退单值字段
+            variant_title_text = _variant_value(request.titles, task_index, "")
+            variant_title_config = dict(request.title_config or {})
+            if variant_title_text.strip():
+                variant_title_config["text"] = variant_title_text.strip()
+            variant_voice_library_id = _variant_value(request.voice_library_ids, task_index, request.voice_library_id)
+            variant_cover_url = _variant_value(request.cover_urls, task_index, request.cover_url)
+
             task = use_case.execute(
                 CreateGenerationTaskCommand(
                     project_id=project_id,
                     asset_library_id=asset_library_id,
                     strategy_id=effective_strategy_id,
-                    voice_library_id=request.voice_library_id,
+                    voice_library_id=variant_voice_library_id,
                     template_id=request.template_id,
                     asset_ids=resolved_asset_ids,
                     title_ids=request.title_ids,
@@ -491,10 +514,12 @@ def create_generation_task(
                     source_task_id=request.source_task_id,
                     output_width=request.output_width,
                     output_height=request.output_height,
-                    cover_url=request.cover_url,
-                    title_config=request.title_config or {},
+                    cover_url=variant_cover_url,
+                    title_config=variant_title_config,
                 )
             )
+            # 变体序号写入 extra_meta（响应/排查时可辨识）
+            task.extra_meta["variant_index"] = task_index
             try:
                 # 兜底关联编辑计划：前端未传 source_edit_plan_id 时，
                 # 通过 template_id + user_id 在 DB 层直接查找最新的 plan。
@@ -529,13 +554,13 @@ def create_generation_task(
 
                 # 回写 plan.config：必须在 enqueue 之前执行，
                 # 确保 worker 读取 plan 时 config 中已包含 generation_task_id。
-                # 只在首个任务时回写一次，避免批量生成时循环覆盖。
+                # 批量场景下每个变体关联独立 plan，需各自回写自己的变体标题配置。
                 _effective_plan_id = task.source_edit_plan_id
-                if _effective_plan_id and len(created_tasks) == 0:
+                if _effective_plan_id:
                     _writeback_edit_plan_config(
                         plan_id=_effective_plan_id,
                         task_id=task.id,
-                        title_config=request.title_config,
+                        title_config=variant_title_config,
                         db=db,
                     )
 
@@ -555,7 +580,7 @@ def create_generation_task(
                 if not created_tasks:
                     raise HTTPException(
                         status_code=429,
-                        detail="您的待处理任务过多，请等待完成后再提交",
+                        detail=build_rate_limit_detail(_e, generation_task_repository, scope="user"),
                     ) from _e
                 break
             except GlobalQueueFull as _e:
@@ -563,7 +588,7 @@ def create_generation_task(
                 if not created_tasks:
                     raise HTTPException(
                         status_code=503,
-                        detail="系统繁忙，请稍后再试",
+                        detail=build_rate_limit_detail(_e, generation_task_repository, scope="global"),
                     ) from _e
                 break
     except HTTPException:
@@ -689,15 +714,15 @@ def confirm_generation(
             log_task_status=True,
         ):
             logger.warning("[确认生成] 入队失败: task_id=%s", new_task.id)
-    except UserPendingLimitExceeded:
+    except UserPendingLimitExceeded as _e:
         raise HTTPException(
             status_code=429,
-            detail="您的待处理任务过多，请等待完成后再提交",
+            detail=build_rate_limit_detail(_e, generation_task_repository, scope="user"),
         ) from None
-    except GlobalQueueFull:
+    except GlobalQueueFull as _e:
         raise HTTPException(
             status_code=503,
-            detail="系统繁忙，请稍后再试",
+            detail=build_rate_limit_detail(_e, generation_task_repository, scope="global"),
         ) from None
 
     return BatchGenerationTaskResponse(
@@ -779,12 +804,24 @@ def retry_generation_task(
     if user_pending >= USER_PENDING_LIMIT:
         raise HTTPException(
             status_code=429,
-            detail=f"您的待处理任务过多（当前 {user_pending}/{USER_PENDING_LIMIT}），请等待完成后再提交",
+            detail=build_rate_limit_detail(
+                UserPendingLimitExceeded(
+                    user_id=user_id,
+                    pending_count=user_pending,
+                    limit=USER_PENDING_LIMIT,
+                ),
+                generation_task_repository,
+                scope="user",
+            ),
         )
     if global_pending >= GLOBAL_PENDING_LIMIT:
         raise HTTPException(
             status_code=503,
-            detail="系统繁忙，请稍后再试",
+            detail=build_rate_limit_detail(
+                GlobalQueueFull(pending_count=global_pending, limit=GLOBAL_PENDING_LIMIT),
+                generation_task_repository,
+                scope="global",
+            ),
         )
 
     use_case = CreateGenerationTaskUseCase(generation_task_repository)
@@ -819,15 +856,15 @@ def retry_generation_task(
             log_task_status=True,
         ):
             logger.warning("[生成任务] 重试入队失败: task_id=%s", retried.id)
-    except UserPendingLimitExceeded:
+    except UserPendingLimitExceeded as _e:
         raise HTTPException(
             status_code=429,
-            detail="您的待处理任务过多，请等待完成后再提交",
+            detail=build_rate_limit_detail(_e, generation_task_repository, scope="user"),
         ) from None
-    except GlobalQueueFull:
+    except GlobalQueueFull as _e:
         raise HTTPException(
             status_code=503,
-            detail="系统繁忙，请稍后再试",
+            detail=build_rate_limit_detail(_e, generation_task_repository, scope="global"),
         ) from None
     return _to_generation_task_response(retried)
 

apps/api/app/api/routes/tts.py

@@ -2,7 +2,9 @@
 
 from __future__ import annotations
 
+import json
 import logging
+import subprocess
 import tempfile
 from pathlib import Path
 from typing import Any, Optional
@@ -430,6 +432,8 @@ def save_tts_job_to_library(
     storage_key = f"uploads/voice/tts/{job.id}.{audio_format}"
 
     tmp_path: Path | None = None
+    audio_duration: float | None = None
+    file_size = 0
     try:
         with tempfile.NamedTemporaryFile(suffix=f".{audio_format}", delete=False) as tmp:
             tmp_path = Path(tmp.name)
@@ -445,6 +449,23 @@ def save_tts_job_to_library(
             )
         file_size = tmp_path.stat().st_size
         storage_service.upload_file(tmp_path, storage_key, content_type=content_type)
+
+        # 从音频文件提取时长（ffprobe），作为 job.duration 的兜底
+        try:
+            proc = subprocess.run(
+                [
+                    "ffprobe", "-v", "quiet", "-print_format", "json",
+                    "-show_format", str(tmp_path),
+                ],
+                capture_output=True, text=True, timeout=10,
+            )
+            if proc.returncode == 0:
+                fmt = json.loads(proc.stdout).get("format", {})
+                dur = float(fmt.get("duration", 0))
+                if dur > 0:
+                    audio_duration = dur
+        except Exception:
+            logger.warning("ffprobe 提取时长失败: job_id=%s", job.id, exc_info=True)
     except HTTPException:
         raise
     except Exception as e:
@@ -482,7 +503,7 @@ def save_tts_job_to_library(
         mime_type=content_type,
         metadata=metadata_,
         file_size=file_size,
-        duration=job.duration or None,
+        duration=job.duration or audio_duration or None,
         status=AssetStatus.READY,
         classification_status=ClassificationStatus.PENDING,  # 音频不参与内容分类，保持 pending 与 ingest 链路一致
         uploaded_by_user_id=user_id,

apps/api/app/api/routes/upload.py

@@ -23,6 +23,7 @@ from app.schemas.upload import (
 from fastapi import APIRouter, Depends, File, Form, HTTPException, UploadFile, status
 
 from packages.application import SubmitIngestJobCommand, SubmitIngestJobUseCase
+from packages.domain import Asset, AssetStatus
 
 logger = logging.getLogger(__name__)
 
@@ -80,6 +81,40 @@ def _validate_mime_type(content_type: str | None) -> str:
     return base_type
 
 
+def _infer_mime_type_from_storage_key(storage_key: str) -> str:
+    """从 storage_key 推断 MIME 类型（与 worker 端保持一致）。"""
+    lower_filename = storage_key.rsplit("/", 1)[-1].lower()
+    _MIME_MAP = {
+        ".mov": "video/quicktime", ".mp4": "video/mp4", ".avi": "video/x-msvideo",
+        ".mkv": "video/x-matroska", ".webm": "video/webm",
+        ".png": "image/png", ".gif": "image/gif", ".bmp": "image/bmp",
+        ".svg": "image/svg+xml", ".jpg": "image/jpeg", ".jpeg": "image/jpeg",
+        ".mp3": "audio/mpeg", ".wav": "audio/wav", ".ogg": "audio/ogg",
+        ".flac": "audio/flac", ".m4a": "audio/x-m4a",
+    }
+    for ext, mime in _MIME_MAP.items():
+        if lower_filename.endswith(ext):
+            return mime
+    return "video/mp4"  # default
+
+
+def _create_pending_asset(
+    asset_repository, project_id, library_id, storage_key, filename, mime_type, user_id, file_hash=""
+):
+    """立即创建一条 PROCESSING 状态的 Asset 记录，使前端能马上看到新素材。"""
+    asset = Asset.create(
+        project_id=project_id,
+        library_id=library_id,
+        name=filename,
+        storage_key=storage_key,
+        mime_type=mime_type,
+        status=AssetStatus.PROCESSING,
+        uploaded_by_user_id=user_id,
+        file_hash=file_hash,
+    )
+    return asset_repository.create(asset)
+
+
 def _submit_ingest_job(
     project_id: str,
     library_id: str,
@@ -209,6 +244,20 @@ async def complete_direct_upload(
                 url=storage_service.get_url(normalized_key),
             )
 
+    # 立即创建 Asset 记录（PROCESSING 状态），使前端刷新后即可看到新素材
+    filename = normalized_key.rsplit("/", 1)[-1]
+    mime_type = _infer_mime_type_from_storage_key(normalized_key)
+    pending_asset = _create_pending_asset(
+        asset_repository=asset_repository,
+        project_id=request.project_id,
+        library_id=request.library_id,
+        storage_key=normalized_key,
+        filename=filename,
+        mime_type=mime_type,
+        user_id=authenticated_user.user.id,
+        file_hash=request.file_hash,
+    )
+
     job = _submit_ingest_job(
         project_id=request.project_id,
         library_id=request.library_id,
@@ -216,7 +265,12 @@ async def complete_direct_upload(
         ingest_job_repository=ingest_job_repository,
         file_hash=request.file_hash,
     )
-    return DirectUploadCompleteResponse(storage_key=normalized_key, ingest_job_id=job.id, url=storage_service.get_url(normalized_key))
+    return DirectUploadCompleteResponse(
+        storage_key=normalized_key,
+        ingest_job_id=job.id,
+        asset_id=pending_asset.id,
+        url=storage_service.get_url(normalized_key),
+    )
 
 
 @router.post(
@@ -284,6 +338,18 @@ async def upload_asset(
             detail=f"Failed to upload file: {type(error).__name__}",
         ) from error
 
+    # 立即创建 Asset 记录（PROCESSING 状态），使前端刷新后即可看到新素材
+    pending_asset = _create_pending_asset(
+        asset_repository=asset_repository,
+        project_id=project_id,
+        library_id=library_id,
+        storage_key=storage_key,
+        filename=safe_filename,
+        mime_type=validated_content_type,
+        user_id=authenticated_user.user.id,
+        file_hash=file_hash,
+    )
+
     job = _submit_ingest_job(
         project_id=project_id,
         library_id=library_id,
@@ -295,5 +361,6 @@ async def upload_asset(
     return UploadAssetResponse(
         storage_key=storage_key,
         ingest_job_id=job.id,
+        asset_id=pending_asset.id,
         url=file_url,
     )

apps/api/app/api/routes/videos.py

@@ -15,6 +15,7 @@ from app.schemas.video_center import (
     VideoItemResponse,
 )
 from fastapi import APIRouter, Depends, HTTPException, Query, Response
+from pydantic import BaseModel, Field
 
 from packages.application import (
     GetGeneratedVideoUseCase,
@@ -53,6 +54,8 @@ def _to_video_response(item, storage: OSSStorageService | None = None) -> VideoI
         download_url=download_url,
         generated_at=format_utc_datetime(item.generated_at) if hasattr(item, "generated_at") else "",
         duplicate_rate=getattr(item, "duplicate_rate", None),
+        visual_similarity=getattr(item, "visual_similarity", None),
+        match_count=getattr(item, "match_count", None),
     )
 
 
@@ -237,3 +240,74 @@ def get_batch_download_status(
         status=api_status,
         download_url=download_url,
     )
+
+
+# ── 重新计算查重率 ─────────────────────────────────────────────────
+
+
+class RecomputeDedupRequest(BaseModel):
+    """重新计算查重率请求。"""
+
+    video_ids: list[str] | None = Field(
+        None,
+        description="指定视频 ID 列表。为空则对当前用户所有缺少查重数据的视频重新计算。",
+    )
+    force: bool = Field(
+        False,
+        description="强制重算：即使视频已有查重数据也重新入队（#1702 查重算法升级后用于存量视频重算）。",
+    )
+
+
+class RecomputeDedupResponse(BaseModel):
+    """重新计算查重率响应。"""
+
+    enqueued: int = Field(..., description="已入队的任务数量")
+    total_scanned: int = Field(..., description="扫描的视频总数")
+    skipped: int = Field(..., description="已有查重数据跳过的数量")
+    message: str = ""
+
+
+@router.post("/videos/recompute-dedup", response_model=RecomputeDedupResponse)
+def recompute_dedup(
+    request: RecomputeDedupRequest = RecomputeDedupRequest(),
+    repo=Depends(get_generated_video_repository),
+    current_user: AuthenticatedUser = Depends(get_current_user),
+):
+    """重新计算视频的查重率/视觉相似度。
+
+    对于已存在但缺少 duplicate_rate / video_fingerprint 的视频，
+    触发异步 Celery 任务重新下载并计算指纹 + 查重率。
+
+    不传 video_ids 时，对当前用户所有视频进行检查。
+    """
+    user_id = current_user.user.id
+
+    # 获取目标视频列表
+    if request.video_ids:
+        all_videos = repo.get_by_ids(request.video_ids)
+        # 安全校验：只处理当前用户的视频
+        target_videos = [v for v in all_videos if v.user_id == user_id]
+    else:
+        target_videos = repo.list_by_user(user_id)
+
+    total_scanned = len(target_videos)
+    enqueued = 0
+    skipped = 0
+
+    for video in target_videos:
+        # 已有完整查重数据的跳过（force=True 时强制重算，#1702 算法升级后存量视频需要重算指纹/分片）
+        if not request.force and video.duplicate_rate is not None and video.video_fingerprint:
+            skipped += 1
+            continue
+
+        # 触发异步查重任务
+        celery_app.send_task("worker.check_duplicate", args=[video.id])
+        enqueued += 1
+        logger.info("Enqueued re-dedup for video %s (user=%s, force=%s)", video.id, user_id, request.force)
+
+    return RecomputeDedupResponse(
+        enqueued=enqueued,
+        total_scanned=total_scanned,
+        skipped=skipped,
+        message=f"已入队 {enqueued} 个查重任务" if enqueued > 0 else "所有视频查重数据已完整",
+    )

apps/api/app/api/routes/voices.py

@@ -6,12 +6,26 @@
 from __future__ import annotations
 
 import logging
+import shutil
+import subprocess
+import tempfile
 import time
+from pathlib import Path
 from typing import Literal, Optional
+from uuid import uuid4
 
 from app.api.routes._helpers import get_user_plan
 from app.auth import AuthenticatedUser, get_current_user
-from app.dependencies import get_audio_url_signer, get_cosyvoice_service, get_db_session, get_user_repository
+from app.core.storage import get_storage_service
+from app.dependencies import (
+    get_asset_library_repository,
+    get_asset_repository,
+    get_audio_url_signer,
+    get_cosyvoice_service,
+    get_db_session,
+    get_project_repository,
+    get_user_repository,
+)
 from app.schemas.voice import (
     PresetVoiceItemResponse,
     PresetVoiceListResponse,
@@ -24,7 +38,7 @@ from app.schemas.voice_library import (
     UpdateVoiceLibraryRequest,
     VoiceLibraryItemResponse,
 )
-from fastapi import APIRouter, Depends, HTTPException, Query, Response, status
+from fastapi import APIRouter, Depends, File, Form, HTTPException, Query, Response, UploadFile, status
 from sqlalchemy.orm import Session
 
 from packages.adapters.sqlalchemy_impl.voice_clone_profile_repository import SQLAlchemyVoiceCloneProfileRepository
@@ -40,8 +54,12 @@ from packages.application.voice_library.use_cases import (
     QuotaExceededError,
     UpdateVoiceLibraryUseCase,
 )
+from packages.domain import Asset, AssetStatus
+from packages.domain.classification import AssetLibraryKind, ClassificationStatus
+from packages.domain.entities import AssetLibrary
 from packages.domain.preset_voices import PRESET_VOICES, get_preset_voice_by_id
 from packages.ports.user_repository import UserRepository
+from packages.shared.storage import SharedStorageService
 
 router = APIRouter()
 logger = logging.getLogger(__name__)
@@ -507,3 +525,243 @@ def delete_voice(
     if not deleted:
         raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail="Voice not found")
     return
+
+
+# ── 提取视频配音 ─────────────────────────────────────────────────────
+
+# 支持的视频格式
+EXTRACT_VIDEO_MIMES = frozenset({"video/mp4", "video/quicktime", "video/webm", "video/x-msvideo"})
+MAX_EXTRACT_SIZE = 500 * 1024 * 1024  # 500MB
+
+
+@router.post(
+    "/extract-voice",
+    status_code=status.HTTP_201_CREATED,
+)
+def extract_voice_from_video(
+    file: UploadFile = File(...),
+    project_id: str = Form(...),
+    authenticated_user: AuthenticatedUser = Depends(get_current_user),
+    project_repository=Depends(get_project_repository),
+    asset_library_repository=Depends(get_asset_library_repository),
+    asset_repository=Depends(get_asset_repository),
+    storage_service: SharedStorageService = Depends(get_storage_service),
+    sign_url=Depends(get_audio_url_signer),
+):
+    """从上传的视频中提取人声配音。
+
+    流程：
+    1. 接收视频文件（mp4/mov/webm）
+    2. ffmpeg 提取音频 + 降噪 + 编码为 mp3
+    3. 上传到 OSS，创建 Asset 记录到配音素材库
+    4. 返回素材信息（时长、文件大小、URL）
+    """
+    user_id = authenticated_user.user.id
+
+    # 校验文件类型
+    content_type = file.content_type or ""
+    if content_type and content_type not in EXTRACT_VIDEO_MIMES:
+        # 兜底：按扩展名判断
+        ext = (file.filename or "").rsplit(".", 1)[-1].lower()
+        ext_to_mime = {"mp4": "video/mp4", "mov": "video/quicktime", "webm": "video/webm", "avi": "video/x-msvideo"}
+        if ext not in ext_to_mime:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail="仅支持 mp4/mov/webm/avi 格式的视频文件",
+            )
+        content_type = ext_to_mime[ext]
+
+    # 找到（或自动创建）用户 voice 素材库（复用 TTS 的逻辑）
+    library = _find_or_create_voice_library_for_extract(
+        user_id=user_id,
+        project_repository=project_repository,
+        asset_library_repository=asset_library_repository,
+    )
+
+    tmp_dir = None
+    try:
+        tmp_dir = Path(tempfile.mkdtemp(prefix="voice_extract_"))
+        video_path = tmp_dir / f"input_{uuid4().hex[:8]}_{file.filename or 'video.mp4'}"
+        audio_path = tmp_dir / f"output_{uuid4().hex[:8]}.mp3"
+
+        # 保存上传的视频到临时文件
+        with open(video_path, "wb") as f:
+            total = 0
+            while chunk := file.file.read(1024 * 1024):  # 1MB chunks
+                total += len(chunk)
+                if total > MAX_EXTRACT_SIZE:
+                    raise HTTPException(
+                        status_code=status.HTTP_413_REQUEST_ENTITY_TOO_LARGE,
+                        detail="视频文件过大，最大支持 500MB",
+                    )
+                f.write(chunk)
+
+        if video_path.stat().st_size == 0:
+            raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail="视频文件为空")
+
+        # ffmpeg: 提取音频 + 降噪 + 编码 mp3
+        # 滤镜链：highpass(去低频噪声) → afftdn(FFT降噪) → lowpass(去高频噪声)
+        ffmpeg_cmd = [
+            "ffmpeg",
+            "-y",
+            "-i",
+            str(video_path),
+            "-vn",  # 不要视频
+            "-af",
+            "highpass=f=80,afftdn=nf=-25:tn=1,lowpass=f=8000",
+            "-acodec",
+            "libmp3lame",
+            "-ab",
+            "192k",
+            "-ar",
+            "44100",
+            "-ac",
+            "1",  # 单声道（人声足够）
+            str(audio_path),
+        ]
+
+        result = subprocess.run(
+            ffmpeg_cmd,
+            capture_output=True,
+            timeout=300,  # 5 分钟超时
+        )
+
+        if result.returncode != 0:
+            stderr_text = result.stderr.decode("utf-8", errors="replace")[-500:]
+            logger.error("ffmpeg 提取配音失败: %s", stderr_text)
+            raise HTTPException(
+                status_code=status.HTTP_422_UNPROCESSABLE_ENTITY,
+                detail="视频音频提取失败，可能该视频没有音轨或格式不支持",
+            )
+
+        if not audio_path.exists() or audio_path.stat().st_size == 0:
+            raise HTTPException(
+                status_code=status.HTTP_422_UNPROCESSABLE_ENTITY,
+                detail="音频提取结果为空",
+            )
+
+        # 获取音频时长
+        duration = _get_audio_duration(audio_path)
+        file_size = audio_path.stat().st_size
+
+        # 上传到 OSS
+        audio_ext = "mp3"
+        storage_key = f"uploads/voice/extracted/{uuid4().hex}.{audio_ext}"
+        storage_service.upload_file(audio_path, storage_key, content_type="audio/mpeg")
+
+        # 创建 Asset 记录
+        original_name = (file.filename or "video").rsplit(".", 1)[0]
+        asset_name = f"{original_name}-配音"
+
+        asset = Asset.create(
+            project_id=library.project_id,
+            library_id=library.id,
+            name=asset_name,
+            storage_key=storage_key,
+            mime_type="audio/mpeg",
+            metadata={
+                "source": "video_extract",
+                "original_video": file.filename or "unknown",
+            },
+            file_size=file_size,
+            duration=duration,
+            status=AssetStatus.READY,
+            classification_status=ClassificationStatus.PENDING,
+            uploaded_by_user_id=user_id,
+        )
+        asset = asset_repository.create(asset)
+
+        return {
+            "id": asset.id,
+            "name": asset.name,
+            "audio_url": sign_url(storage_key),
+            "duration": duration,
+            "file_size": file_size,
+            "status": "completed",
+            "source": "video_extract",
+        }
+
+    except HTTPException:
+        raise
+    except subprocess.TimeoutExpired:
+        raise HTTPException(
+            status_code=status.HTTP_504_GATEWAY_TIMEOUT,
+            detail="视频处理超时，请尝试较短的视频",
+        ) from None
+    except Exception as e:
+        logger.exception("提取视频配音失败: %s", e)
+        raise HTTPException(
+            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+            detail="提取配音失败，请稍后重试",
+        ) from e
+    finally:
+        # 清理临时文件
+        if tmp_dir and Path(tmp_dir).exists():
+            shutil.rmtree(tmp_dir, ignore_errors=True)
+
+
+def _find_or_create_voice_library_for_extract(*, user_id, project_repository, asset_library_repository):
+    """为用户找到或创建 voice 素材库（与 TTS 保存逻辑一致）。"""
+    projects = project_repository.find_accessible_projects(user_id)
+    if not projects:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="没有可用的项目，请先创建项目",
+        )
+
+    for project in projects:
+        for lib in asset_library_repository.find_by_project(project.id):
+            kind = lib.kind.value if hasattr(lib.kind, "value") else lib.kind
+            if kind == AssetLibraryKind.VOICE.value:
+                return lib
+
+    # 自动创建
+    from sqlalchemy.exc import IntegrityError
+
+    project = projects[0]
+    library = AssetLibrary.create(
+        project_id=project.id,
+        name="配音素材库",
+        kind=AssetLibraryKind.VOICE,
+    )
+    try:
+        return asset_library_repository.create(library)
+    except IntegrityError:
+        session = getattr(asset_library_repository, "session", None)
+        if session is not None:
+            try:
+                session.rollback()
+            except Exception:
+                pass
+        for lib in asset_library_repository.find_by_project(project.id):
+            kind = lib.kind.value if hasattr(lib.kind, "value") else lib.kind
+            if kind == AssetLibraryKind.VOICE.value:
+                return lib
+        raise HTTPException(
+            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+            detail="配音素材库创建失败",
+        ) from None
+
+
+def _get_audio_duration(audio_path: Path) -> float:
+    """用 ffprobe 获取音频时长（秒）。"""
+    try:
+        result = subprocess.run(
+            [
+                "ffprobe",
+                "-v",
+                "quiet",
+                "-show_entries",
+                "format=duration",
+                "-of",
+                "csv=p=0",
+                str(audio_path),
+            ],
+            capture_output=True,
+            timeout=10,
+        )
+        if result.returncode == 0 and result.stdout.strip():
+            return float(result.stdout.strip())
+    except (ValueError, subprocess.TimeoutExpired):
+        pass
+    return 0.0

apps/api/app/core/task_enqueue.py

@@ -8,27 +8,145 @@ logger = logging.getLogger(__name__)
 # ── 限流阈值常量（全系统统一管理，不要在业务代码里硬编码） ──
 USER_PENDING_LIMIT = 3  # 单用户 pending 上限
 GLOBAL_PENDING_LIMIT = 20  # 全局 pending 上限
+WORKER_CONCURRENCY = 4  # worker 渲染并发数（infra/docker/compose.yml WORKER_CONCURRENCY 默认值）
+
+# 限流错误码：前端据此区分"排队等待"与"创建失败"
+ERROR_CODE_USER_QUEUE_FULL = "USER_QUEUE_FULL"  # 429：用户自己的任务排队中
+ERROR_CODE_SYSTEM_QUEUE_FULL = "SYSTEM_QUEUE_FULL"  # 503：系统整体繁忙
 
 
 class UserPendingLimitExceeded(Exception):
     """用户 pending 任务数超限，返回 429。"""
 
-    def __init__(self, user_id: str, pending_count: int, limit: int):
+    def __init__(
+        self,
+        user_id: str,
+        pending_count: int,
+        limit: int,
+        *,
+        running_count: int = 0,
+        requested_count: int = 1,
+        queue_ahead: int = 0,
+        estimated_wait_seconds: int = 0,
+    ):
         self.user_id = user_id
         self.pending_count = pending_count
         self.limit = limit
+        # 排队上下文（用于 429 结构化提示，前端展示"排队中"而非"创建失败"）
+        self.running_count = running_count
+        self.requested_count = requested_count
+        self.queue_ahead = queue_ahead
+        self.estimated_wait_seconds = estimated_wait_seconds
         super().__init__(f"用户 {user_id} pending 任务数 {pending_count} 超过上限 {limit}")
 
 
 class GlobalQueueFull(Exception):
     """全局限流，返回 503。"""
 
-    def __init__(self, pending_count: int, limit: int):
+    def __init__(
+        self,
+        pending_count: int,
+        limit: int,
+        *,
+        running_count: int = 0,
+        queue_ahead: int = 0,
+        estimated_wait_seconds: int = 0,
+    ):
         self.pending_count = pending_count
         self.limit = limit
+        self.running_count = running_count
+        self.queue_ahead = queue_ahead
+        self.estimated_wait_seconds = estimated_wait_seconds
         super().__init__(f"系统 pending 任务数 {pending_count} 超过上限 {limit}")
 
 
+def _estimate_wait_seconds(queue_ahead: int, generation_task_repository: Any) -> int:
+    """根据排队任务数 + worker 并发数 + 历史平均任务耗时估算等待秒数。
+
+    估算公式：ceil(排队任务数 / 并发数) × 平均单任务耗时。
+    拿不到历史数据时仓储层返回默认 120 秒。
+    """
+    import math
+
+    if queue_ahead <= 0:
+        return 0
+    try:
+        estimator = getattr(generation_task_repository, "estimate_avg_duration_seconds", None)
+        avg_seconds = estimator() if estimator is not None else 120.0
+    except Exception:
+        avg_seconds = 120.0
+    return int(math.ceil(queue_ahead / WORKER_CONCURRENCY) * avg_seconds)
+
+
+def build_rate_limit_detail(
+    exc: Exception,
+    generation_task_repository: Any,
+    *,
+    scope: str = "user",
+) -> dict:
+    """构造结构化限流响应体（HTTPException 的 detail）。
+
+    前端按 detail.code 判断场景：
+    - USER_QUEUE_FULL (429)：用户自己的任务在排队，应提示"等待/继续排队"，不是创建失败
+    - SYSTEM_QUEUE_FULL (503)：系统繁忙，稍后重试
+
+    detail 字段：
+    - code: 错误码
+    - message: 可读中文提示（可直接展示）
+    - queued_count: 当前排队(pending)任务数
+    - running_count: 当前渲染中(running)任务数
+    - queue_ahead: 前方排队任务数（预计等待批次依据）
+    - estimated_wait_seconds: 预计等待秒数
+    - limit: 对应限流上限
+    """
+    if scope == "user" and isinstance(exc, UserPendingLimitExceeded):
+        running = exc.running_count
+        if not running:
+            try:
+                counter = getattr(generation_task_repository, "count_running_by_user", None)
+                running = counter(exc.user_id) if counter is not None else 0
+            except Exception:
+                running = 0
+        queue_ahead = exc.queue_ahead or max(exc.pending_count, 0)
+        wait = exc.estimated_wait_seconds or _estimate_wait_seconds(queue_ahead, generation_task_repository)
+        wait_minutes = max(1, round(wait / 60))
+        message = (
+            f"您有 {exc.pending_count} 个任务正在排队、{running} 个正在渲染，"
+            f"同一时间最多提交 {exc.limit} 个任务。请等待约 {wait_minutes} 分钟后再提交"
+        )
+        return {
+            "code": ERROR_CODE_USER_QUEUE_FULL,
+            "message": message,
+            "queued_count": exc.pending_count,
+            "running_count": running,
+            "queue_ahead": queue_ahead,
+            "estimated_wait_seconds": wait,
+            "limit": exc.limit,
+        }
+
+    # 全局繁忙
+    pending = getattr(exc, "pending_count", 0)
+    running = getattr(exc, "running_count", 0)
+    if not running:
+        try:
+            counter = getattr(generation_task_repository, "count_running_total", None)
+            running = counter() if counter is not None else 0
+        except Exception:
+            running = 0
+    queue_ahead = getattr(exc, "queue_ahead", 0) or pending
+    wait = getattr(exc, "estimated_wait_seconds", 0) or _estimate_wait_seconds(queue_ahead, generation_task_repository)
+    wait_minutes = max(1, round(wait / 60))
+    return {
+        "code": ERROR_CODE_SYSTEM_QUEUE_FULL,
+        "message": f"系统繁忙：当前 {pending} 个任务排队中、{running} 个渲染中，预计等待约 {wait_minutes} 分钟，请稍后再试",
+        "queued_count": pending,
+        "running_count": running,
+        "queue_ahead": queue_ahead,
+        "estimated_wait_seconds": wait,
+        "limit": getattr(exc, "limit", GLOBAL_PENDING_LIMIT),
+    }
+
+
 def check_queue_limits(
     user_id: str,
     generation_task_repository: Any,

apps/api/app/schemas/duplication.py

@@ -28,6 +28,9 @@ class DuplicationRecordResponse(BaseModel):
     status: str = "pending"
     duplicate_rate: float | None = None
     duplicate_count: int = 0
+    # #1661 视觉相似度（归一化 0~1）/ 匹配视频数
+    visual_similarity: float | None = None
+    match_count: int | None = None
     created_at: str
     updated_at: str
 

apps/api/app/schemas/generated_video.py

@@ -25,6 +25,10 @@ class GeneratedVideoResponse(BaseModel):
     review_status: str = "pending_review"
     generation_params: dict = Field(default_factory=dict)
     download_url: str | None = None
+    # #1660 查重率（百分比 0~100）/ 视觉相似度（0~1）/ 匹配帧数
+    duplicate_rate: float | None = None
+    visual_similarity: float | None = None
+    match_count: int | None = None
 
 
 class GeneratedVideoDownloadUrlResponse(BaseModel):

apps/api/app/schemas/generation_task.py

@@ -25,6 +25,12 @@ class CreateGenerationTaskRequest(BaseModel):
     asset_library_id: str = ""
     strategy_id: str = ""
     voice_library_id: str = ""
+    # ── 多变体独立配音（批量生成）──
+    # 长度 1 = 所有变体共用；长度 = count = 每个变体独立配音；空数组 = 回退 voice_library_id
+    voice_library_ids: list[str] = Field(
+        default_factory=list,
+        description="各变体独立配音素材库ID数组：长度1=共用，长度=count=独立。为空时回退 voice_library_id",
+    )
     created_by_user_id: str = ""
     # ── 模板模式新增字段 ──
     template_id: str = ""
@@ -75,6 +81,27 @@ class CreateGenerationTaskRequest(BaseModel):
     output_width: int = Field(default=1280, description="输出视频宽度")
     output_height: int = Field(default=720, description="输出视频高度")
     cover_url: str = Field(default="", description="封面图片 URL")
+    # ── 多变体独立封面（批量生成）──
+    # 长度 1 = 所有变体共用；长度 = count = 每个变体独立封面；空数组 = 回退 cover_url
+    cover_urls: list[str] = Field(
+        default_factory=list,
+        description="各变体独立封面URL数组：长度1=共用，长度=count=独立。为空时回退 cover_url",
+    )
+    # ── 多变体独立标题文字（批量生成）──
+    # 长度 1 = 所有变体共用；长度 = count = 每个变体独立标题文字；空数组 = 使用 title_config.text
+    titles: list[str] = Field(
+        default_factory=list,
+        description="各变体独立标题文字数组：长度1=共用，长度=count=独立。为空时使用 title_config.text",
+    )
+
+    @model_validator(mode="after")
+    def _check_variant_arrays(self) -> "CreateGenerationTaskRequest":
+        """变体数组字段长度校验：空数组（回退单值）、长度 1（共用）、或长度 = count（独立）。"""
+        for name in ("voice_library_ids", "cover_urls", "titles"):
+            arr = getattr(self, name)
+            if arr and len(arr) != 1 and len(arr) != self.count:
+                raise ValueError(f"{name} 长度必须为 1（共用）或 {self.count}（与 count 一致），当前为 {len(arr)}")
+        return self
 
     @model_validator(mode="after")
     def _check_at_least_one_mode(self) -> "CreateGenerationTaskRequest":
@@ -185,8 +212,33 @@ class CreatePreviewGenerationTaskRequest(BaseModel):
     )
     title_config: dict = Field(
         default_factory=dict,
-        description="标题配置（可选），渲染时烧录到预览视频中。支持字段: text/font/font_size/font_color/position/bold/stroke/shadow",
+        description="标题配置（可选），渲染时烧录到预览视频中。支持字段: text/font/font_size/font_color/position/bold/stroke/shadow。N个变体时样式全局共用",
     )
+    # ── 多变体独立配置（preview_count > 1）──
+    # 长度 1 = 所有变体共用；长度 = preview_count = 每个变体独立；空数组 = 回退单值字段
+    titles: list[str] = Field(
+        default_factory=list,
+        description="各变体独立标题文字数组：长度1=共用，长度=preview_count=独立。为空时使用 title_config.text",
+    )
+    voice_library_ids: list[str] = Field(
+        default_factory=list,
+        description="各变体独立配音素材库ID数组：长度1=共用，长度=preview_count=独立。为空时回退 voice_library_id",
+    )
+    cover_urls: list[str] = Field(
+        default_factory=list,
+        description="各变体独立封面URL数组：长度1=共用，长度=preview_count=独立（预览阶段通常为空）",
+    )
+
+    @model_validator(mode="after")
+    def _check_variant_arrays(self) -> "CreatePreviewGenerationTaskRequest":
+        """变体数组字段长度校验：空数组（回退单值）、长度 1（共用）、或长度 = preview_count（独立）。"""
+        for name in ("titles", "voice_library_ids", "cover_urls"):
+            arr = getattr(self, name)
+            if arr and len(arr) != 1 and len(arr) != self.preview_count:
+                raise ValueError(
+                    f"{name} 长度必须为 1（共用）或 {self.preview_count}（与 preview_count 一致），当前为 {len(arr)}"
+                )
+        return self
 
     @model_validator(mode="after")
     def _check_template_id(self) -> "CreatePreviewGenerationTaskRequest":
@@ -202,7 +254,7 @@ class CreatePreviewGenerationTaskRequest(BaseModel):
 
 
 class PreviewGenerationTaskResponse(BaseModel):
-    """预览生成任务响应。
+    """单个预览变体任务响应。
 
     包含任务状态、进度、分辨率、生成结果 URL 等关键字段。
     """
@@ -211,6 +263,7 @@ class PreviewGenerationTaskResponse(BaseModel):
     status: str
     progress: float
     is_preview: bool = True
+    variant_index: int = 0
     resolution: str = ""
     video_url: str = ""
     duration: float = 0.0
@@ -219,7 +272,21 @@ class PreviewGenerationTaskResponse(BaseModel):
     transition_count: int = 0
     material_usage: dict = Field(default_factory=dict)
     error_message: str = ""
+    title_text: str = ""
+    voice_library_id: str = ""
     created_at: datetime | None = None
     started_at: datetime | None = None
     finished_at: datetime | None = None
     generate_duration: float = 0.0
+
+
+class BatchPreviewGenerationTaskResponse(BaseModel):
+    """批量预览任务响应：preview_count=N 时返回 N 个独立变体任务。
+
+    - items: 变体任务数组，按 variant_index 顺序排列，每个含独立 task_id/状态/预览视频URL
+    - total: 变体总数（= preview_count）
+    - 前端按 items[i].task_id 分别轮询 GET /preview/{task_id} 获取进度与结果
+    """
+
+    items: list[PreviewGenerationTaskResponse]
+    total: int

apps/api/app/schemas/video_center.py

@@ -22,7 +22,10 @@ class VideoItemResponse(BaseModel):
     generation_params: dict = Field(default_factory=dict)
     download_url: str | None = None
     generated_at: str = ""
+    # #1660 查重率（百分比 0~100）/ 视觉相似度（0~1）/ 匹配帧数
     duplicate_rate: float | None = None
+    visual_similarity: float | None = None
+    match_count: int | None = None
 
 
 class ListVideosResponse(BaseModel):

apps/api/app/services/plan_generator_service.py

@@ -131,6 +131,7 @@ class PlanGeneratorService:
                 editing_mode,
                 random_selection=random_preview,
                 asset_durations=asset_durations,
+                user_id=created_by_user_id,
             )
 
         # 5. 持久化所有 clips 并计算总时长
@@ -218,6 +219,7 @@ class PlanGeneratorService:
         *,
         random_selection: bool = False,
         asset_durations: dict[str, float] | None = None,
+        user_id: str = "",
     ) -> None:
         """按 editing_mode 将素材分配到 clips（就地修改，未持久化）.
 
@@ -234,6 +236,19 @@ class PlanGeneratorService:
                 # 有缓存的素材片段起点从随机镜头段选取，无缓存走随机起点兜底
                 asset_scene_points = self._fetch_asset_scene_points(asset_ids)
 
+                # 正式生成也随机重排片段顺序（降重，默认开启无开关）
+                # smart_match 决定选哪些素材，shuffle 只改变分配到 clips 的顺序
+                asset_ids = list(asset_ids)  # 复制避免修改调用方原列表
+                random.shuffle(asset_ids)
+
+        # 查询已有视频的已用区间（跨视频避让）
+        external_used_segments = None
+        if user_id and self._clip_repo:
+            try:
+                external_used_segments = self._clip_repo.list_used_segments_by_user(user_id, limit_recent=50)
+            except Exception:
+                logger.warning("跨视频避让查询失败，回退到纯随机", exc_info=True)
+
         distribute_assets(
             clips,
             asset_ids,
@@ -241,6 +256,7 @@ class PlanGeneratorService:
             random_selection=random_selection,
             asset_durations=asset_durations,
             asset_scene_points=asset_scene_points,
+            external_used_segments=external_used_segments,
         )
 
     def _fetch_asset_scene_points(self, asset_ids: List[str]) -> dict[str, list[float]]:

apps/api/scripts/rebuild_fingerprint_chunks.py

@@ -0,0 +1,174 @@
+#!/usr/bin/env python3
+"""存量指纹重建脚本 — 为已有视频生成 video_fingerprint_chunks 分片数据。
+
+功能：
+- 查询 generated_videos 中 video_fingerprint IS NOT NULL 但尚无分片数据的视频
+- 从 OSS 下载视频 → 用新的分片算法重新计算指纹 → 写入分片表
+- 支持 --dry-run（只打印不写入）和 --batch-size（默认 50）
+- 幂等：已存在分片数据的视频跳过
+
+用法：
+    # 预览（不写入）
+    python rebuild_fingerprint_chunks.py --dry-run
+
+    # 执行重建
+    python rebuild_fingerprint_chunks.py --batch-size 50
+"""
+
+from __future__ import annotations
+
+import argparse
+import logging
+import os
+import sys
+import tempfile
+
+# 确保可以 import worker_app 和 packages
+sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..", "..", "..", "worker"))
+sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..", "..", ".."))
+
+logging.basicConfig(
+    level=logging.INFO,
+    format="%(asctime)s [%(levelname)s] %(name)s: %(message)s",
+)
+logger = logging.getLogger("rebuild_fingerprint_chunks")
+
+
+def find_videos_needing_rebuild(session, batch_size: int) -> list[dict]:
+    """查询需要重建分片指纹的视频。"""
+    from sqlalchemy import and_
+
+    from packages.adapters.sqlalchemy_impl.models import GeneratedVideoModel, VideoFingerprintChunkModel
+
+    # 有 video_fingerprint 的视频
+    has_fingerprint = GeneratedVideoModel.video_fingerprint.isnot(None)
+    has_fingerprint = and_(has_fingerprint, GeneratedVideoModel.video_fingerprint != "")
+
+    # 排除已有分片数据的视频
+    subq = session.query(VideoFingerprintChunkModel.video_id).distinct().subquery()
+    no_chunks = ~GeneratedVideoModel.id.in_(subq)
+
+    videos = (
+        session.query(GeneratedVideoModel)
+        .filter(and_(has_fingerprint, no_chunks))
+        .order_by(GeneratedVideoModel.generated_at.desc())
+        .limit(batch_size)
+        .all()
+    )
+
+    return [
+        {
+            "id": v.id,
+            "project_id": v.project_id,
+            "user_id": v.user_id or "",
+            "duration": v.duration,
+        }
+        for v in videos
+    ]
+
+
+def rebuild_one(video_info: dict, dry_run: bool = False) -> int:
+    """重建单个视频的分片数据。返回写入的 chunk 数量。"""
+    from video_processing.dedup import VideoDeduplicator, _save_fingerprint_chunks
+    from worker_app.db import SessionLocal
+
+    from packages.adapters.sqlalchemy_impl.models import VideoFingerprintChunkModel
+    from packages.shared.storage import get_storage_service
+
+    video_id = video_info["id"]
+    project_id = video_info["project_id"]
+    user_id = video_info["user_id"]
+
+    if dry_run:
+        logger.info("[DRY-RUN] Would rebuild video %s (project=%s)", video_id, project_id)
+        return 0
+
+    session = SessionLocal()
+    temp_dir = tempfile.mkdtemp()
+
+    try:
+        # 再次检查幂等性
+        existing_count = (
+            session.query(VideoFingerprintChunkModel).filter(VideoFingerprintChunkModel.video_id == video_id).count()
+        )
+        if existing_count > 0:
+            logger.info("Video %s already has %d chunks, skipping", video_id, existing_count)
+            return 0
+
+        # 下载视频
+        storage_service = get_storage_service()
+        local_path = os.path.join(temp_dir, f"{video_id}.mp4")
+        storage_key = f"projects/{project_id}/generated/{video_id}/{video_id}.mp4"
+        storage_service.download_file(storage_key, local_path)
+
+        # 重新计算指纹
+        deduplicator = VideoDeduplicator()
+        fingerprint = deduplicator.compute_fingerprint(local_path)
+
+        # 写入分片表
+        _save_fingerprint_chunks(fingerprint, video_id, project_id, user_id, session)
+        session.commit()
+
+        chunk_count = len(fingerprint.chunks)
+        logger.info("Rebuilt %d chunks for video %s", chunk_count, video_id)
+        return chunk_count
+
+    except Exception as e:
+        logger.error("Failed to rebuild video %s: %s", video_id, e)
+        session.rollback()
+        return -1
+    finally:
+        session.close()
+        import shutil
+
+        shutil.rmtree(temp_dir, ignore_errors=True)
+
+
+def main():
+    parser = argparse.ArgumentParser(description="存量指纹重建脚本")
+    parser.add_argument("--dry-run", action="store_true", help="只打印不写入")
+    parser.add_argument("--batch-size", type=int, default=50, help="每批处理数量（默认 50）")
+    parser.add_argument("--total-limit", type=int, default=0, help="总处理数量限制（0=不限制）")
+    args = parser.parse_args()
+
+    from worker_app.db import SessionLocal
+
+    session = SessionLocal()
+
+    try:
+        videos = find_videos_needing_rebuild(session, args.batch_size)
+        logger.info("Found %d videos needing rebuild", len(videos))
+
+        if args.dry_run:
+            for v in videos:
+                logger.info("[DRY-RUN] Video %s | project=%s | duration=%.1fs", v["id"], v["project_id"], v["duration"])
+            return
+
+        total_chunks = 0
+        processed = 0
+        failed = 0
+
+        for v in videos:
+            if args.total_limit > 0 and processed >= args.total_limit:
+                break
+
+            result = rebuild_one(v, dry_run=False)
+            if result < 0:
+                failed += 1
+            else:
+                total_chunks += result
+                processed += 1
+
+        logger.info(
+            "Rebuild complete: processed=%d, chunks=%d, failed=%d",
+            processed,
+            total_chunks,
+            failed,
+        )
+
+    finally:
+        session.close()
+
+
+if __name__ == "__main__":
+    main()

apps/web/e2e/core-generation.spec.ts

@@ -185,6 +185,13 @@ test.describe("Core generation flow", () => {
     await expect(page.locator(".xx-choice-item.selected")).toBeVisible()
     await page.getByRole("button", { name: "下一步" }).click()
 
+    // Step1 下一步弹出数量选择弹窗（Issue #1677 固定6步：模板→素材→配音→标题→确认生成→封面）
+    // 单视频流程：默认 1 个，点击「生成 1 个视频」进入步骤2
+    await expect(page.getByRole("heading", { name: "要生成几个视频？" })).toBeVisible({
+      timeout: 10_000,
+    })
+    await page.getByRole("button", { name: "生成 1 个视频" }).click()
+
     // Step 2: select material (card grid UI)
     await expect(page.getByRole("heading", { name: /选择素材/ })).toBeVisible()
     const librarySelect = page.locator("select").first()
@@ -255,32 +262,19 @@ test.describe("Core generation flow", () => {
       expect(genData.items.length).toBeGreaterThan(0)
       expect(genData.items[0].id).toBeTruthy()
 
-      // Step 5: 确认生成页 — 任务创建成功后自动跳转，展示渲染进度
-      await expect(page.getByRole("heading", { name: /确认生成/ })).toBeVisible({
-        timeout: 15_000,
+      // 单视频（N=1）：点击「确认生成视频」后跳 Step 5「确认生成」，展示实时渲染进度
+      await expect(page.getByRole("heading", { name: "🎬 确认生成" })).toBeVisible({
+        timeout: 30_000,
       })
 
-      // Step 5 → Step 6：等待渲染终态
-      // - 完成：页面出现「视频生成完成」，步骤5「下一步」按钮解锁，点击进入封面
-      // - 失败：出现「生成失败」，停在确认生成页也算向导流程走通
-      // - 超时未终态（测试环境 worker 可能不处理任务）：进度仍在轮询，同样算走通
-      const renderSucceeded = await page
-        .getByText("视频生成完成", { exact: false })
-        .waitFor({ timeout: 180_000 })
-        .then(() => true)
-        .catch(() => false)
-      if (renderSucceeded) {
-        // 渲染完成：手动点「下一步」进入封面步骤（渲染完不自动跳转）
-        await page.getByRole("button", { name: "下一步" }).click()
-        // Step 6: 封面（最后一步，无主按钮），仅验证页面渲染
-        await expect(page.getByRole("heading", { name: /选择封面/ })).toBeVisible({
-          timeout: 15_000,
-        })
-      } else {
-        // 失败或超时：仍在确认生成页（进度展示或失败提示），向导流程已完整走通
-        await expect(page.getByRole("heading", { name: /确认生成/ })).toBeVisible()
-        console.log("[E2E] 渲染任务失败或未在 180s 内完成，冒烟测试仍通过（已达确认生成页）")
-      }
+      // 等待渲染完成：进度卡变为「视频生成完成」（最长等待 3 分钟）
+      await expect(page.getByText("视频生成完成")).toBeVisible({ timeout: 180_000 })
+
+      // 全部完成后「下一步：选择封面」解锁，点击进入 Step 6
+      await page.getByRole("button", { name: /下一步：选择封面/ }).click()
+      await expect(page.getByRole("heading", { name: /选择封面/ })).toBeVisible({
+        timeout: 30_000,
+      })
     } else {
       console.log(`[E2E] Generate API returned ${genResp.status()}, wizard flow test still passes`)
       // 创建失败时停留在标题页并展示错误提示

apps/web/src/api/duplication/types.ts

@@ -20,6 +20,10 @@ export interface DuplicationRecord {
   duplicate_rate?: number
   /** 重复片段数 */
   duplicate_count?: number
+  /** 视觉相似度（0-100），#1660 新增 */
+  visual_similarity?: number
+  /** 匹配帧数，#1660 新增 */
+  match_count?: number
   /** 创建时间 */
   created_at: string
   /** 更新时间 */

apps/web/src/api/generation/types.ts

@@ -33,15 +33,36 @@ export interface CreatePreviewRequest {
     preset_id?: string
     volume?: number
   }
+  /** 批量预览数量（1~10），默认1。N>1 时返回 N 个独立变体任务 */
+  preview_count?: number
+  /** 各变体独立标题文字：长度1=共用，长度=preview_count=独立，空数组=使用 title_config.text */
+  titles?: string[]
+  /** 各变体独立配音素材库ID：长度1=共用，长度=preview_count=独立，空数组=回退 voice_library_id */
+  voice_library_ids?: string[]
+  /** 各变体独立封面URL：长度1=共用，长度=preview_count=独立（预览阶段通常为空） */
+  cover_urls?: string[]
 }
 
-/** 创建预览任务响应 */
-export interface CreatePreviewResponse {
+/** 单个预览变体任务 */
+export interface PreviewVariantItem {
   task_id: string
-  status: PreviewStatus
+  status: string
+  progress: number
   is_preview: boolean
+  variant_index: number
   resolution: string
-  created_at: string
+  video_url: string
+  duration: number
+  error_message: string
+  title_text: string
+  voice_library_id: string
+  created_at?: string | null
+}
+
+/** 创建预览任务响应（单变体，preview_count=1 时 items 长度为1） */
+export interface CreatePreviewResponse {
+  items: PreviewVariantItem[]
+  total: number
   /** 后端自动关联的编辑计划 ID（用于 fallback 路径传递 source_edit_plan_id） */
   source_edit_plan_id?: string
 }

apps/web/src/api/products/index.ts

@@ -13,6 +13,8 @@ export type {
   VideoItem,
 } from "./types"
 
+export type { RecomputeDedupResponse } from "./products"
+
 // 工具函数
 export { mapVideoToProductItem } from "./utils"
 
@@ -25,4 +27,5 @@ export {
   updateReviewStatus,
   batchDownload,
   getBatchDownloadStatus,
+  recomputeDedup,
 } from "./products"

apps/web/src/api/products/products.ts

@@ -78,3 +78,18 @@ export const getBatchDownloadStatus = async (jobId: string): Promise<BatchDownlo
   console.warn("[getBatchDownloadStatus] 后端暂无批量下载状态端点", jobId)
   return { job_id: jobId, status: "processing", progress: 0 }
 }
+
+/** 重新计算存量视频查重率（异步） */
+export interface RecomputeDedupResponse {
+  enqueued: number
+  total_scanned: number
+  skipped: number
+  message: string
+}
+
+export const recomputeDedup = async (videoIds?: string[]): Promise<RecomputeDedupResponse> => {
+  const response = await apiClient.post("/videos/recompute-dedup", {
+    video_ids: videoIds,
+  })
+  return response.data
+}

apps/web/src/api/products/types.ts

@@ -23,6 +23,10 @@ export interface ProductItem {
   project_name?: string
   /** 查重率（百分比） */
   duplicate_rate?: number
+  /** 视觉相似度（0-1），#1660 新增 */
+  visual_similarity?: number
+  /** 匹配帧数，#1660 新增 */
+  match_count?: number
   created_at?: string
   updated_at?: string
 }
@@ -72,4 +76,8 @@ export interface VideoItem {
   download_url: string
   generated_at: string
   duplicate_rate?: number
+  /** 视觉相似度（0-1），#1660 新增 */
+  visual_similarity?: number
+  /** 匹配帧数，#1660 新增 */
+  match_count?: number
 }

apps/web/src/api/products/utils.ts

@@ -30,5 +30,7 @@ export function mapVideoToProductItem(video: VideoItem): ProductItem {
     created_at: video.generated_at,
     updated_at: video.generated_at,
     duplicate_rate: video.duplicate_rate,
+    visual_similarity: video.visual_similarity,
+    match_count: video.match_count,
   }
 }

apps/web/src/api/tasks/types.ts

@@ -92,6 +92,14 @@ export interface CreateGenerationTaskRequest {
     preset_id?: string
     volume?: number
   }
+  /** 批量生成数量（1~10），默认1。不传=单条旧逻辑 */
+  count?: number
+  /** 各变体独立标题文字：长度1=共用，长度=count=独立，空数组=使用 title_config/custom_title */
+  titles?: string[]
+  /** 各变体独立配音素材库ID：长度1=共用，长度=count=独立，空数组=回退 voice_library_id */
+  voice_library_ids?: string[]
+  /** 各变体独立封面URL：长度1=共用，长度=count=独立，空数组=回退 cover_url */
+  cover_urls?: string[]
 }
 
 /** 单个生成任务详情（对齐后端 GenerationTaskResponse） */

apps/web/src/api/tts/index.ts

@@ -28,4 +28,5 @@ export {
   deleteTTSJob,
   getTtsVoices,
   previewTts,
+  extractVideoVoice,
 } from "./jobs"

apps/web/src/api/tts/jobs.ts

@@ -70,3 +70,57 @@ export const previewTts = async (data: TTSPreviewRequest): Promise<TTSPreviewRes
   const response = await apiClient.post<TTSPreviewResponse>("/tts/preview", data)
   return response.data
 }
+
+/**
+ * 从视频中提取配音（上传视频 → 后端提取人声 → 保存到配音素材库）
+ * 支持 mp4/mov/webm 格式
+ */
+export const extractVideoVoice = async (
+  file: File,
+  onProgress?: (percent: number) => void,
+): Promise<{ asset_id: string; duration: number }> => {
+  const formData = new FormData()
+  formData.append("file", file)
+  formData.append("project_id", "default")
+
+  return new Promise((resolve, reject) => {
+    const xhr = new XMLHttpRequest()
+    xhr.open("POST", "/api/v1/voices/extract-voice")
+
+    // 携带认证 token（从 localStorage 获取，与 apiClient 拦截器一致）
+    const token = localStorage.getItem("access_token")
+    if (token) {
+      xhr.setRequestHeader("Authorization", `Bearer ${token}`)
+    }
+
+    xhr.timeout = 10 * 60 * 1000 // 10 分钟超时
+
+    xhr.upload.onprogress = (e) => {
+      if (e.lengthComputable && onProgress) {
+        onProgress(Math.round((e.loaded / e.total) * 100))
+      }
+    }
+
+    xhr.onload = () => {
+      if (xhr.status >= 200 && xhr.status < 300) {
+        try {
+          resolve(JSON.parse(xhr.responseText))
+        } catch {
+          reject(new Error("服务器返回数据解析失败"))
+        }
+      } else {
+        try {
+          const err = JSON.parse(xhr.responseText)
+          reject(new Error(err.detail || err.message || `提取失败: HTTP ${xhr.status}`))
+        } catch {
+          reject(new Error(`提取失败: HTTP ${xhr.status}`))
+        }
+      }
+    }
+
+    xhr.onerror = () => reject(new Error("网络错误，请检查网络连接"))
+    xhr.ontimeout = () => reject(new Error("上传超时（10分钟），请检查网络或尝试更小的文件"))
+
+    xhr.send(formData)
+  })
+}

apps/web/src/components/voice/CloneModal/index.tsx

@@ -297,7 +297,7 @@ const CloneModal: React.FC<CloneModalProps> = ({ open, onClose, onSuccess }) =>
                     buttonSize="sm"
                     onClick={() => {
                       handleClose()
-                      navigate("/app/voice-materials")
+                      navigate("/app/voices?tab=material&upload=1")
                     }}
                   >
                     去配音库上传

apps/web/src/pages/duplication/DuplicationDetail.tsx

@@ -98,7 +98,7 @@ const DuplicationDetail: React.FC = () => {
       <div className="dup-detail-grid">
         <RiskCard riskLevel={riskLevel} similarityPercent={similarityPercent} />
         <InfoCard detail={detail} />
-        <SegmentsSection segments={detail.segments} />
+        <SegmentsSection segments={detail.segments} totalDuration={detail.duration_seconds} />
       </div>
     </div>
   )

apps/web/src/pages/duplication/components/ResultCard.tsx

@@ -1,7 +1,7 @@
 import React from "react"
 import { Button, Tag, Tooltip } from "@/components/ui"
 import type { DuplicationRecord } from "@/api/duplication"
-import { STATUS_CONFIG } from "../constants"
+import { STATUS_CONFIG, RISK_TAG_VARIANT, RISK_LABELS } from "../constants"
 import { getRiskLevel, formatSize, formatDuration } from "../utils"
 
 interface ResultCardProps {
@@ -54,6 +54,9 @@ const ResultCard: React.FC<ResultCardProps> = ({ record, onView, onDelete, onRet
               />
             </div>
             <span className={`dup-score-value ${riskLevel}`}>{rateValue.toFixed(1)}%</span>
+            <Tag variant={RISK_TAG_VARIANT[riskLevel]} className="dup-score-risk-tag">
+              {RISK_LABELS[riskLevel]}
+            </Tag>
           </>
         ) : record.status === "failed" ? (
           <Tooltip title="重新查重">

apps/web/src/pages/duplication/components/SegmentsSection.tsx

@@ -2,34 +2,81 @@ import React from "react"
 import { Tag } from "@/components/ui"
 import type { DuplicateSegment } from "@/api/duplication"
 import { SegmentCard } from "./SegmentCard"
+import { formatTime } from "../utils"
 
 interface SegmentsSectionProps {
   segments?: DuplicateSegment[]
+  /** 视频总时长（秒），用于渲染时间轴 */
+  totalDuration?: number
+}
+
+/** 片段相似度 → 风险等级（时间轴配色用） */
+const getSegmentRisk = (similarity: number): "low" | "medium" | "high" => {
+  if (similarity >= 90) return "high"
+  if (similarity >= 70) return "medium"
+  return "low"
 }
 
 /**
- * 重复片段列表区域
+ * 重复片段列表区域（含时间轴可视化）
  */
-export const SegmentsSection: React.FC<SegmentsSectionProps> = ({ segments = [] }) => (
-  <div className="dup-checks-section">
-    <h3>
-      🔍 重复片段详情
-      <Tag variant="primary" style={{ marginLeft: 8 }}>
-        {segments.length} 个片段
-      </Tag>
-    </h3>
+export const SegmentsSection: React.FC<SegmentsSectionProps> = ({
+  segments = [],
+  totalDuration,
+}) => {
+  const showTimeline = segments.length > 0 && totalDuration !== undefined && totalDuration > 0
 
-    {segments.length > 0 ? (
-      <div className="dup-checks-list">
-        {segments.map((segment, index) => (
-          <SegmentCard key={segment.id} segment={segment} index={index} />
-        ))}
-      </div>
-    ) : (
-      <div className="dup-results-empty" style={{ padding: "32px 0" }}>
-        <div className="dup-results-empty-icon">🎉</div>
-        <p>未发现重复片段，内容原创度很高</p>
-      </div>
-    )}
-  </div>
-)
+  return (
+    <div className="dup-checks-section">
+      <h3>
+        🔍 重复片段详情
+        <Tag variant="primary" style={{ marginLeft: 8 }}>
+          {segments.length} 个片段
+        </Tag>
+      </h3>
+
+      {showTimeline && (
+        <div className="dup-timeline">
+          <div className="dup-timeline-bar">
+            {segments.map((seg, i) => {
+              const left = (seg.source_start / totalDuration) * 100
+              const width = Math.max(
+                ((seg.source_end - seg.source_start) / totalDuration) * 100,
+                0.5,
+              )
+              const segRisk = getSegmentRisk(seg.similarity)
+              return (
+                <div
+                  key={seg.id ?? i}
+                  className={`dup-timeline-segment ${segRisk}`}
+                  style={{
+                    left: `${Math.min(left, 100)}%`,
+                    width: `${Math.min(width, 100 - Math.min(left, 100))}%`,
+                  }}
+                  title={`${formatTime(seg.source_start)} - ${formatTime(seg.source_end)} · 相似度 ${seg.similarity.toFixed(0)}% · ${seg.matched_video_name}`}
+                />
+              )
+            })}
+          </div>
+          <div className="dup-timeline-labels">
+            <span>0s</span>
+            <span>{formatTime(totalDuration ?? 0)}</span>
+          </div>
+        </div>
+      )}
+
+      {segments.length > 0 ? (
+        <div className="dup-checks-list">
+          {segments.map((segment, index) => (
+            <SegmentCard key={segment.id} segment={segment} index={index} />
+          ))}
+        </div>
+      ) : (
+        <div className="dup-results-empty" style={{ padding: "32px 0" }}>
+          <div className="dup-results-empty-icon">🎉</div>
+          <p>未发现重复片段，内容原创度很高</p>
+        </div>
+      )}
+    </div>
+  )
+}

apps/web/src/pages/duplication/duplication.css

@@ -831,3 +831,61 @@
     font-size: 16px;
   }
 }
+
+/* ============================================================
+   查重率风险标签（列表卡片）
+   ============================================================ */
+.dup-score-risk-tag {
+  flex-shrink: 0;
+  margin-left: 2px;
+}
+
+/* ============================================================
+   重复片段时间轴可视化（#1662）
+   ============================================================ */
+.dup-timeline {
+  margin: 16px 0;
+  padding: 0 8px;
+}
+
+.dup-timeline-bar {
+  position: relative;
+  height: 24px;
+  background: var(--bg-secondary, #f1f5f9);
+  border-radius: 4px;
+  overflow: hidden;
+}
+
+.dup-timeline-segment {
+  position: absolute;
+  top: 2px;
+  height: 20px;
+  border-radius: 3px;
+  opacity: 0.8;
+  cursor: pointer;
+  transition: opacity 0.2s;
+}
+
+.dup-timeline-segment:hover {
+  opacity: 1;
+}
+
+.dup-timeline-segment.low {
+  background: #22c55e;
+}
+
+.dup-timeline-segment.medium {
+  background: #f59e0b;
+}
+
+.dup-timeline-segment.high {
+  background: #ef4444;
+}
+
+.dup-timeline-labels {
+  display: flex;
+  justify-content: space-between;
+  font-size: 12px;
+  color: var(--text-secondary);
+  margin-top: 4px;
+}

apps/web/src/pages/duplication/utils.ts

@@ -1,9 +1,9 @@
 /** 根据查重率获取风险等级 */
 export const getRiskLevel = (rate?: number): "low" | "medium" | "high" => {
   if (rate === undefined) return "low"
-  if (rate <= 10) return "low"
-  if (rate <= 30) return "medium"
-  return "high"
+  if (rate < 15) return "low" // <15% 绿色（安全）
+  if (rate <= 30) return "medium" // 15-30% 黄色（注意）
+  return "high" // >30% 红色（危险）
 }
 
 /** 格式化时间（秒 → mm:ss） */

apps/web/src/pages/editing-planner/components/EditorClipList.tsx

@@ -40,13 +40,6 @@ const clipTypeLabel: Record<ClipType | string, string> = {
   pip: "混剪",
 }
 
-const formatDuration = (sec: number) => {
-  if (sec < 60) return `${sec.toFixed(1)}s`
-  const m = Math.floor(sec / 60)
-  const s = (sec % 60).toFixed(0)
-  return `${m}m${s.padStart(2, "0")}s`
-}
-
 const EditorClipList: React.FC<EditorClipListProps> = ({
   clips,
   selectedClipId,
@@ -102,7 +95,6 @@ const EditorClipList: React.FC<EditorClipListProps> = ({
                   {clipTypeLabel[clip.type] || "片段"}
                 </span>
               </span>
-              <span className="ep-clip-item-duration">{formatDuration(clip.duration)}</span>
             </div>
 
             {/* 文案预览 */}

apps/web/src/pages/editing-planner/components/PreviewPlayer.tsx

@@ -87,7 +87,7 @@ const PreviewPlayer: React.FC<PreviewPlayerProps> = ({
                 WebkitTextStroke: "1px rgba(0,0,0,0.6)",
                 top:
                   titleConfig.position === "top"
-                    ? "8px"
+                    ? "6.25%"
                     : titleConfig.position === "center"
                       ? "50%"
                       : "auto",

apps/web/src/pages/editing-planner/components/TimelinePanel.tsx

@@ -7,7 +7,6 @@
  * - ClipCard - 片段卡片
  * - ClipTrack - 片段轨道（播放头+片段列表+添加卡片）
  * - TimelineHeader - 时间线头部（标题+缩放+操作按钮）
- * - AddClipPicker - 添加片段选择器
  * - TrimPreview - 裁剪预览 tooltip
  * - ContextMenu - 右键菜单
  *
@@ -27,7 +26,6 @@ import { usePlayheadDrag } from "./timeline/hooks/usePlayheadDrag"
 import { TimeRuler } from "./timeline/TimeRuler"
 import { ClipTrack } from "./timeline/ClipTrack"
 import { TimelineHeader } from "./timeline/TimelineHeader"
-import { AddClipPicker } from "./timeline/AddClipPicker"
 import { TrimPreview } from "./timeline/TrimPreview"
 import { ContextMenu } from "./timeline/ContextMenu"
 
@@ -100,16 +98,7 @@ const TimelinePanel: React.FC<TimelinePanelProps> = ({
     handleContextSplit,
     handleContextResetTrim,
     handleContextDelete,
-    showAddPicker,
-    pickerRef,
     addCardRef,
-    pickerPos,
-    availableTypes,
-    addType,
-    addDuration,
-    setAddType,
-    setAddDuration,
-    handleTogglePicker,
     handleConfirmAdd,
     hoveredClipId,
     setHoveredClipId,
@@ -177,7 +166,7 @@ const TimelinePanel: React.FC<TimelinePanelProps> = ({
           onClipMouseLeave={() => setHoveredClipId(null)}
           onTrimHandleMouseDown={handleTrimHandleMouseDown}
           onClipRemove={onClipRemove}
-          onTogglePicker={handleTogglePicker}
+          onTogglePicker={handleConfirmAdd}
         />
       )}
 
@@ -204,20 +193,6 @@ const TimelinePanel: React.FC<TimelinePanelProps> = ({
           onDelete={handleContextDelete}
         />
       )}
-
-      {/* 类型+时长选择面板 */}
-      {showAddPicker && (
-        <AddClipPicker
-          pickerRef={pickerRef}
-          position={pickerPos}
-          availableTypes={availableTypes}
-          addType={addType}
-          addDuration={addDuration}
-          onTypeChange={setAddType}
-          onDurationChange={setAddDuration}
-          onConfirm={handleConfirmAdd}
-        />
-      )}
     </div>
   )
 }

apps/web/src/pages/editing-planner/components/timeline/AddClipPicker.tsx

@@ -7,12 +7,8 @@ interface AddClipPickerProps {
   position: { top: number; right: number }
   availableTypes: ClipType[]
   addType: ClipType
-  addDuration: number
   onTypeChange: (type: ClipType) => void
-  onDurationChange: (duration: number) => void
   onConfirm: () => void
-  minDuration?: number
-  maxDuration?: number
 }
 
 export const AddClipPicker: React.FC<AddClipPickerProps> = ({
@@ -20,12 +16,8 @@ export const AddClipPicker: React.FC<AddClipPickerProps> = ({
   position,
   availableTypes,
   addType,
-  addDuration,
   onTypeChange,
-  onDurationChange,
   onConfirm,
-  minDuration = 1,
-  maxDuration = 120,
 }) => {
   return (
     <div
@@ -53,24 +45,6 @@ export const AddClipPicker: React.FC<AddClipPickerProps> = ({
         ))}
       </div>
 
-      {/* 时长输入 */}
-      <div className="ep-add-clip-duration-row">
-        <span className="ep-add-clip-type-label">时长:</span>
-        <input
-          type="number"
-          className="ep-duration-input"
-          min={minDuration}
-          max={maxDuration}
-          value={addDuration}
-          onChange={(e) =>
-            onDurationChange(
-              Math.max(minDuration, Math.min(maxDuration, Number(e.target.value) || minDuration)),
-            )
-          }
-        />
-        <span className="ep-add-clip-duration-unit">秒</span>
-      </div>
-
       {/* 确认按钮 */}
       <button className="ep-add-clip-confirm-btn" onClick={onConfirm}>
         添加

apps/web/src/pages/editing-planner/components/timeline/ClipCard.tsx

@@ -105,14 +105,11 @@ export const ClipCard: React.FC<ClipCardProps> = ({
           <span className="ep-clip-name">
             {CLIP_TYPE_LABELS[clip.type] || "片段"} {idx + 1}
           </span>
-          <span className="ep-clip-duration">
-            {clip.duration}s
-            {hasTrim && (
-              <span className="ep-trim-indicator" title="已裁剪">
-                ✂
-              </span>
-            )}
-          </span>
+          {hasTrim && (
+            <span className="ep-trim-indicator" title="已裁剪">
+              ✂
+            </span>
+          )}
         </div>
 
         {/* 速度徽章 */}

apps/web/src/pages/editing-planner/hooks/timeline-menus/useAddPicker.ts

@@ -26,8 +26,6 @@ export function useAddPicker({ currentMode, onAddClip }: UseAddPickerOptions) {
   }, [currentMode])
 
   const [addType, setAddType] = useState<ClipType>(defaultAddType)
-  const [addDuration, setAddDuration] = useState<number>(DEFAULT_ADD_DURATION)
-
   useEffect(() => {
     if (!availableTypes.includes(addType)) {
       setAddType(defaultAddType)
@@ -95,9 +93,9 @@ export function useAddPicker({ currentMode, onAddClip }: UseAddPickerOptions) {
   }, [showAddPicker])
 
   const handleConfirmAdd = useCallback(() => {
-    onAddClip(addType, addDuration)
+    onAddClip(addType, DEFAULT_ADD_DURATION)
     setShowAddPicker(false)
-  }, [onAddClip, addType, addDuration])
+  }, [onAddClip, addType])
 
   return {
     showAddPicker,
@@ -107,9 +105,8 @@ export function useAddPicker({ currentMode, onAddClip }: UseAddPickerOptions) {
     pickerPos,
     availableTypes,
     addType,
-    addDuration,
+    addDuration: DEFAULT_ADD_DURATION,
     setAddType,
-    setAddDuration,
     handleTogglePicker,
     handleConfirmAdd,
   }

apps/web/src/pages/editing-planner/hooks/useTimelineMenus.ts

@@ -35,7 +35,6 @@ export const useTimelineMenus = (
     addType,
     addDuration,
     setAddType,
-    setAddDuration,
     handleTogglePicker,
     handleConfirmAdd,
   } = useAddPicker({ currentMode, onAddClip })
@@ -57,7 +56,6 @@ export const useTimelineMenus = (
     addType,
     addDuration,
     setAddType,
-    setAddDuration,
     handleTogglePicker,
     handleConfirmAdd,
     // 悬停状态

apps/web/src/pages/generate/GeneratePage.tsx

@@ -1,12 +1,12 @@
 /**
- * 智能剪辑页面 — 前端实时预览架构
- * 6 步向导：选择模板 → 素材 → 配音 → 标题(含预览) → 确认生成 → 选择封面
+ * 智能剪辑页面（Issue #1677 多视频批量生成，修正版）
+ * 固定 6 步向导：模板(弹数量) → 素材 → 配音 → 标题 → 确认生成 → 封面，单视频与批量完全一致
  *
  * 架构：
- * - 步骤 4 右侧显示 FrontendPreviewPlayer 实时预览
- * - 步骤 5 右侧内联播放生成中的/最终视频
- * - 步骤 6 封面从最终成片中智能选帧（MediaKit）
- * - 点"确认生成"时调用 createGenerationTask 创建一次服务器渲染任务
+ * - 预览全部为纯前端 Canvas 实时播放（FrontendPreviewPlayer），不调任何后端渲染接口：
+ *   N=1 单播放器；N>1 CanvasPreviewGrid（variantSeed 让素材排布/起始点不同，画面有差异）
+ * - 步骤5确认生成：正式生成接口（count + titles[]/voice_library_ids[]/cover_urls[]），
+ *   批量时逐任务独立进度/失败重试（BatchGenerationGrid）
  */
 import React, { useMemo, useState, useEffect, useRef, useCallback } from "react"
 import { message } from "antd"
@@ -16,17 +16,16 @@ import { useQuery } from "@tanstack/react-query"
 import { useCloneProgress } from "@/hooks/useCloneProgress"
 import CloneModal from "@/components/voice/CloneModal"
 import GenerateHeader from "./components/GenerateHeader"
-import {
-  calculateTotalVideoDuration,
-  estimateTotalVideoDuration,
-} from "./utils/calculateTotalVideoDuration"
 import FrontendPreviewPlayer from "./components/FrontendPreviewPlayer"
+import CanvasPreviewGrid from "./components/CanvasPreviewGrid"
+import PreviewCountModal from "./components/PreviewCountModal"
 import GenerateStepsBar from "./components/GenerateStepsBar"
 import GenerateStepContent from "./components/GenerateStepContent"
 import GenerateStepActions from "./components/GenerateStepActions"
 import { useGenerateFormState } from "./hooks/useGenerateFormState"
 import { useStepNavigation } from "./hooks/useStepNavigation"
 import { useGenerateVideo } from "./hooks/useGenerateVideo"
+
 import { usePreviewAssets } from "./hooks/usePreviewAssets"
 import { useTitleStyleUpdaters } from "./hooks/useStep4Title/useTitleStyleUpdaters"
 import { getAssetsByKind } from "@/api/assets"
@@ -57,10 +56,8 @@ const GeneratePage: React.FC = () => {
     selectedVoice,
     setSelectedVoice,
     voiceMode,
-    setVoiceMode,
     selectedClonedVoice,
-    setSelectedClonedVoice,
-    presetVoices,
+
     cloneModalOpen,
     setCloneModalOpen,
     videoRatio,
@@ -76,8 +73,51 @@ const GeneratePage: React.FC = () => {
     setStoredSourceEditPlanId,
     serverClips,
     setServerClips,
+    previewCount,
+    setPreviewCount,
+    previewTitles,
+    setPreviewTitles,
+    voiceModePerVideo,
+    setVoiceModePerVideo,
+    voiceLibraryIds,
+    setVoiceLibraryIds,
+    previewCovers,
+    setPreviewCovers,
+    selectedVariantIds,
+    setSelectedVariantIds,
   } = formState
 
+  const isBatch = previewCount > 1
+
+  /* ── 配音选择同步：共用配音 ↔ 变体数组 ── */
+  // 触发场景：①共用配音变化 ②批量模式进入/退出 ③独立→共用切换（需把所有变体刷成共用配音）
+  // 独立模式下：仅同步变体[0]（其选择器绑定共用配音），用户单独选择的其他变体不覆盖
+  const prevVoiceSyncRef = useRef({
+    voice: selectedVoice,
+    batch: isBatch,
+    perVideo: voiceModePerVideo,
+  })
+  useEffect(() => {
+    const prev = prevVoiceSyncRef.current
+    const voiceChanged = prev.voice !== selectedVoice
+    const modeChanged = prev.batch !== isBatch || prev.perVideo !== voiceModePerVideo
+    prevVoiceSyncRef.current = { voice: selectedVoice, batch: isBatch, perVideo: voiceModePerVideo }
+    if (!voiceChanged && !modeChanged) return
+    if (!isBatch) return
+    if (!voiceModePerVideo) {
+      // 共用模式（含刚从独立切回）：所有变体跟随共用配音，未选择的补默认值
+      setVoiceLibraryIds((prevIds) => (prevIds || []).map((id) => id || selectedVoice))
+    } else if (voiceChanged) {
+      // 独立模式下共用配音变化：仅同步变体[0]（与共用选择器绑定），其余不覆盖
+      setVoiceLibraryIds((prevIds) =>
+        (prevIds || []).map((id, i) => (i === 0 ? selectedVoice : id)),
+      )
+    }
+  }, [selectedVoice, isBatch, voiceModePerVideo, setVoiceLibraryIds])
+
+  /* ── 数量选择弹窗 ── */
+  const [countModalOpen, setCountModalOpen] = useState(false)
+
   /* ── 标题样式回调 ── */
   const styleUpdaters = useTitleStyleUpdaters({
     titleSettings,
@@ -92,6 +132,8 @@ const GeneratePage: React.FC = () => {
 
   const [previewVoiceAudioUrl, setPreviewVoiceAudioUrl] = useState<string | null>(null)
   const ttsAbortRef = useRef<AbortController | null>(null)
+  // TTS 试听文案：批量跟随变体0标题（仅取首项，避免编辑其他变体标题触发多余 TTS 请求）
+  const variant0Title = isBatch ? previewTitles?.[0] || "" : ""
 
   useEffect(() => {
     const voiceAsset = voiceMaterials.find((m) => m.id === selectedVoice)
@@ -100,8 +142,10 @@ const GeneratePage: React.FC = () => {
       return
     }
 
+    // 批量模式下 TTS 文案跟随变体0标题；单视频跟随主标题
+    const ttsTitle = isBatch ? variant0Title || "" : titleSettings.title
     const voiceId = selectedClonedVoice || selectedVoice
-    if (!voiceId || !titleSettings.title) {
+    if (!voiceId || !ttsTitle) {
       setPreviewVoiceAudioUrl(null)
       return
     }
@@ -111,7 +155,7 @@ const GeneratePage: React.FC = () => {
     ttsAbortRef.current = controller
     let cancelled = false
 
-    previewTts({ text: titleSettings.title, voice_id: voiceId })
+    previewTts({ text: ttsTitle, voice_id: voiceId })
       .then((res) => {
         if (!cancelled && res.audio_url) {
           setPreviewVoiceAudioUrl(res.audio_url)
@@ -128,11 +172,17 @@ const GeneratePage: React.FC = () => {
       cancelled = true
       controller.abort()
     }
-    // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, [selectedVoice, selectedClonedVoice, titleSettings.title, voiceMaterials])
+  }, [
+    selectedVoice,
+    selectedClonedVoice,
+    titleSettings.title,
+    variant0Title,
+    isBatch,
+    voiceMaterials,
+  ])
 
   /* ── 克隆声音 ── */
-  const { clones: clonedVoices, addClone, hasProcessing } = useCloneProgress()
+  const { addClone } = useCloneProgress()
 
   const handleCloneSuccess = (voice: VoiceClone) => {
     addClone(voice)
@@ -161,25 +211,26 @@ const GeneratePage: React.FC = () => {
     [bgm, currentTemplate],
   )
 
-  /* ── 加载素材详情（供前端预览播放器使用 + 配音时长校验） ── */
+  /* ── 加载素材详情（供前端预览播放器使用） ── */
   const previewAssetsEnabled = previewAssetIds.length > 0
   const { assets: previewAssets, ready: previewAssetsReady } = usePreviewAssets(
     previewAssetIds,
     previewAssetsEnabled,
   )
 
-  /* ── 预览就绪：素材已加载，且有模板 ── */
-  const previewReady = useMemo(
-    () => previewAssetsReady && !!currentTemplate,
-    [previewAssetsReady, currentTemplate],
-  )
+  /* ── 预览就绪：纯前端 Canvas 预览，素材详情加载完即可秒开（单视频/批量一致） ── */
+  const previewReady = previewAssetsReady && !!currentTemplate
 
-  /* ── 视频总时长计算 ── */
-  const totalVideoDuration = useMemo(() => {
-    const exact = calculateTotalVideoDuration(previewAssets, currentTemplate ?? undefined)
-    if (exact > 0) return exact
-    return estimateTotalVideoDuration(currentTemplate ?? undefined)
-  }, [previewAssets, currentTemplate])
+  /* ── 勾选变体 ── */
+  const toggleVariantSelect = useCallback(
+    (index: number) => {
+      setSelectedVariantIds((prev) => {
+        const list = prev || []
+        return list.includes(index) ? list.filter((i) => i !== index) : [...list, index].sort()
+      })
+    },
+    [setSelectedVariantIds],
+  )
 
   /* ── 视频生成核心逻辑 ── */
   const {
@@ -188,8 +239,10 @@ const GeneratePage: React.FC = () => {
     generated,
     generateError,
     generatedVideos,
+    batchTasks,
     generate: handleGenerate,
     retry: handleRetryGenerate,
+    retryBatchTask: handleRetryBatchTask,
     dismissError: handleDismissError,
     download: handleDownload,
     share: handleShare,
@@ -211,27 +264,92 @@ const GeneratePage: React.FC = () => {
     sourceEditPlanId: storedSourceEditPlanId || sourceEditPlanId,
     previewTaskId,
     bgmConfig,
+    previewCount,
+    variantTitles: previewTitles,
+    variantVoiceLibraryIds: voiceLibraryIds,
+    voiceModePerVideo,
+    variantCoverUrls: previewCovers,
+    selectedVariantIndexes: isBatch ? selectedVariantIds : undefined,
     onGenerationSuccess: () => {
       setPreviewTaskId(null)
       setStoredSourceEditPlanId(null)
     },
   })
 
-  /* ── 步骤4「确认生成视频」：校验标题/预览 → 创建最终渲染任务 → 成功后进入步骤5 ── */
+  /* ── 数量弹窗确认：设置数量 + 同步批量数组长度 + 进入步骤2 ── */
+  const handleCountConfirm = useCallback(
+    (count: number) => {
+      setPreviewCount(count)
+      setCountModalOpen(false)
+      // 同步批量数组长度
+      setPreviewTitles((prev) => {
+        const list = prev || []
+        const base = list[0] || titleSettings.title || ""
+        return Array.from({ length: count }, (_, i) => list[i] ?? (i === 0 ? base : ""))
+      })
+      setVoiceLibraryIds((prev) => {
+        const list = prev || []
+        return Array.from({ length: count }, (_, i) => list[i] ?? selectedVoice ?? "")
+      })
+      setPreviewCovers((prev) => {
+        const list = prev || []
+        return Array.from({ length: count }, (_, i) => list[i] ?? "")
+      })
+      setSelectedVariantIds(Array.from({ length: count }, (_, i) => i))
+      setCurrentStep(2)
+    },
+    [
+      setPreviewCount,
+      setPreviewTitles,
+      setVoiceLibraryIds,
+      setPreviewCovers,
+      setSelectedVariantIds,
+      setCurrentStep,
+      titleSettings.title,
+      selectedVoice,
+    ],
+  )
+
+  /* ── 步骤4「确认生成视频」：校验通过 → 创建正式生成任务 → 跳步骤5看实时进展 ── */
   const handleConfirmGenerate = useCallback(async () => {
-    if (!titleSettings.title.trim()) {
-      message.warning("请选择或输入标题")
-      return
+    // 标题校验：批量只校验已勾选的变体；单视频校验主标题
+    if (isBatch) {
+      if (selectedVariantIds.length === 0) {
+        message.warning("请至少勾选一个视频")
+        return
+      }
+      const missing = selectedVariantIds.some((i) => !previewTitles[i]?.trim())
+      if (missing) {
+        message.warning("请为每个勾选的视频输入标题")
+        return
+      }
+    } else if (!titleSettings.title?.trim()) {
+      // 与 buildPayload.validateGenerateInputs 一致：AI 自动选标题模式（aiAutoSelect）
+      // 允许空标题由后端生成；手动模式必须填写，避免提交空标题
+      if (!titleSettings.aiAutoSelect) {
+        message.warning("请先选择或输入标题")
+        return
+      }
     }
     if (!previewReady) {
-      message.warning("预览视频正在加载，请稍候")
+      message.warning("预览素材正在加载，请稍候")
       return
     }
     const ok = await handleGenerate()
     if (ok) {
+      // 单视频与批量一致：任务创建成功后进入步骤5「确认生成」看实时渲染进展
       setCurrentStep(5)
     }
-  }, [titleSettings.title, previewReady, handleGenerate, setCurrentStep])
+  }, [
+    isBatch,
+    selectedVariantIds,
+    previewTitles,
+    titleSettings.aiAutoSelect,
+    titleSettings.title,
+    previewReady,
+    handleGenerate,
+    setCurrentStep,
+  ])
 
   /* ── 步骤导航 ── */
   const { goNext, goPrev } = useStepNavigation({
@@ -242,13 +360,21 @@ const GeneratePage: React.FC = () => {
     selectedMaterials,
     smartSelectedIds,
     titleSettings,
-    previewReady,
     generated,
+    onOpenCountModal: () => setCountModalOpen(true),
   })
 
-  /* ── 最终成片（步骤5/6 右侧播放） ── */
+  /* ── 最终成片（单视频右侧播放） ── */
   const finalVideo = generatedVideos[0]
 
+  /* ── 布局 class：步骤4标题页=预览+标题侧栏；步骤5/6批量=整行宽；步骤1~3=整行宽 ── */
+  const layoutClassName = useMemo(() => {
+    if (currentStep < 4) return "xx-generate-layout full-width"
+    if (currentStep === 4) return "xx-generate-layout step4-layout"
+    // 步骤5/6：批量网格需要整行宽度；单视频保持 表单+右侧成片 两栏
+    return isBatch ? "xx-generate-layout full-width" : "xx-generate-layout"
+  }, [currentStep, isBatch])
+
   /* ================================================================
      渲染
      ================================================================ */
@@ -259,8 +385,61 @@ const GeneratePage: React.FC = () => {
 
       <GenerateStepsBar currentStep={currentStep} onStepClick={setCurrentStep} />
 
-      <div className={`xx-generate-layout${currentStep < 4 ? " full-width" : ""}`}>
-        {/* ════ 左侧：表单区 ════ */}
+      <div className={layoutClassName}>
+        {/* ════ 步骤4：左侧预览大区域（纯前端 Canvas 实时预览） ════ */}
+        {currentStep === 4 && !!currentTemplate && (
+          <div className="xx-generate-preview-col">
+            {!isBatch ? (
+              /* 单视频：前端 Canvas 实时预览（与旧版一致，零回归） */
+              <FrontendPreviewPlayer
+                assets={previewAssets}
+                template={currentTemplate}
+                videoRatio={videoRatio}
+                ready={previewAssets.length > 0}
+                serverClips={serverClips}
+                voiceAudioUrl={previewVoiceAudioUrl || undefined}
+                titleSettings={{
+                  title: titleSettings.title,
+                  size: titleSettings.size,
+                  font: titleSettings.font,
+                  color: titleSettings.color,
+                  position: titleSettings.position as "top" | "center" | "bottom" | "custom",
+                  bold: titleSettings.bold,
+                  italic: titleSettings.italic,
+                  stroke: titleSettings.stroke,
+                  shadow: titleSettings.shadow,
+                  posX: titleSettings.posX,
+                  posY: titleSettings.posY,
+                }}
+                onTitlePositionChange={styleUpdaters.updateTitlePosition}
+              />
+            ) : (
+              /* 批量：N 个前端 Canvas 预览网格（不调任何后端渲染接口，秒开） */
+              <div className="xx-form-section">
+                <div className="xx-preview-header">
+                  <h3>🎬 {previewCount} 个视频预览</h3>
+                  <span style={{ fontSize: 13, color: "var(--text-secondary, #666)" }}>
+                    实时预览，勾选要生成的视频
+                  </span>
+                </div>
+                <CanvasPreviewGrid
+                  count={previewCount}
+                  assets={previewAssets}
+                  template={currentTemplate}
+                  videoRatio={videoRatio}
+                  titles={previewTitles}
+                  titleSettings={titleSettings}
+                  voiceAudioUrl={previewVoiceAudioUrl || undefined}
+                  selectedIds={selectedVariantIds}
+                  onToggleSelect={toggleVariantSelect}
+                  selectable={!generating}
+                />
+              </div>
+            )}
+          </div>
+        )}
+
+        {/* ════ 右侧：步骤1~3 表单 / 步骤4 标题边栏 / 步骤5 确认生成进度 / 步骤6 封面 ════ */}
         <div className="xx-generate-form">
           <GenerateStepContent
             currentStep={currentStep}
@@ -291,25 +470,26 @@ const GeneratePage: React.FC = () => {
             onCoverSettingsChange={setCoverSettings}
             selectedVoice={selectedVoice}
             onSelectedVoiceChange={setSelectedVoice}
-            totalVideoDuration={totalVideoDuration}
             onServerClipsChange={setServerClips}
-            voiceMode={voiceMode}
-            onVoiceModeChange={setVoiceMode}
-            selectedClonedVoice={selectedClonedVoice}
-            onSelectedClonedVoiceChange={setSelectedClonedVoice}
-            clonedVoices={clonedVoices}
-            addClone={addClone}
-            hasProcessing={hasProcessing}
-            cloneModalOpen={cloneModalOpen}
-            onCloneModalOpenChange={setCloneModalOpen}
             generating={generating}
             generated={generated}
             generateError={generateError}
             progress={progress}
             generatedVideos={generatedVideos}
             onRetry={handleRetryGenerate}
+            onRetryBatchTask={handleRetryBatchTask}
             onDismissError={handleDismissError}
-            presetVoices={presetVoices}
+            batchTasks={batchTasks}
+            previewCount={previewCount}
+            previewTitles={previewTitles}
+            onPreviewTitlesChange={setPreviewTitles}
+            voiceModePerVideo={voiceModePerVideo}
+            onVoiceModePerVideoChange={setVoiceModePerVideo}
+            voiceLibraryIds={voiceLibraryIds}
+            onVoiceLibraryIdsChange={setVoiceLibraryIds}
+            previewCovers={previewCovers}
+            onPreviewCoversChange={setPreviewCovers}
+            selectedVariantIds={selectedVariantIds}
           />
 
           <GenerateStepActions
@@ -320,36 +500,13 @@ const GeneratePage: React.FC = () => {
             generating={generating}
             generated={generated}
             generateError={generateError}
+            selectedCount={isBatch ? selectedVariantIds.length : 1}
           />
         </div>
 
-        {/* ════ 右侧：步骤4实时预览，步骤5/6最终视频 ════ */}
-        <div className="xx-generate-right-col">
-          {currentStep === 4 && !!currentTemplate && (
-            <FrontendPreviewPlayer
-              assets={previewAssets}
-              template={currentTemplate}
-              videoRatio={videoRatio}
-              ready={previewAssets.length > 0}
-              serverClips={serverClips}
-              voiceAudioUrl={previewVoiceAudioUrl || undefined}
-              titleSettings={{
-                title: titleSettings.title,
-                size: titleSettings.size,
-                font: titleSettings.font,
-                color: titleSettings.color,
-                position: titleSettings.position as "top" | "center" | "bottom" | "custom",
-                bold: titleSettings.bold,
-                italic: titleSettings.italic,
-                stroke: titleSettings.stroke,
-                shadow: titleSettings.shadow,
-                posX: titleSettings.posX,
-                posY: titleSettings.posY,
-              }}
-              onTitlePositionChange={styleUpdaters.updateTitlePosition}
-            />
-          )}
-          {currentStep >= 5 && generated && finalVideo && (
+        {/* ════ 步骤5/6（单视频）：右侧成片播放器 ════ */}
+        {currentStep >= 5 && !isBatch && generated && finalVideo && (
+          <div className="xx-generate-right-col">
             <div className="xx-inline-video-player">
               <video
                 src={finalVideo.download_url || finalVideo.file_url}
@@ -373,10 +530,18 @@ const GeneratePage: React.FC = () => {
                 </button>
               </div>
             </div>
-          )}
-        </div>
+          </div>
+        )}
       </div>
 
+      {/* 数量选择弹窗 */}
+      <PreviewCountModal
+        open={countModalOpen}
+        defaultCount={1}
+        onConfirm={handleCountConfirm}
+        onCancel={() => setCountModalOpen(false)}
+      />
+
       {/* 音色克隆弹窗 */}
       <CloneModal
         open={cloneModalOpen}

apps/web/src/pages/generate/components/BatchGenerationGrid.tsx

@@ -0,0 +1,100 @@
+/**
+ * 第5步「确认生成」— 批量渲染进度网格（Issue #1677）
+ *
+ * N 个正式生成任务各自独立卡片：进度条 / 成功成片播放 / 失败原因 + 单独重试。
+ * 数据来自 useGenerateVideo 的 batchTasks（useGenerationPolling 实时回传）。
+ */
+import React from "react"
+import { LoadingOutlined, CheckCircleFilled, CloseCircleOutlined } from "@ant-design/icons"
+import type { BatchTaskState } from "../hooks/generate-video/useGenerationPolling"
+import type { GeneratedVideo } from "@/api/template-editor"
+
+interface BatchGenerationGridProps {
+  tasks: BatchTaskState[]
+  /** 变体标题（按变体序号取） */
+  titles: string[]
+  /** 失败任务重试 */
+  onRetryTask: (taskId: string) => void
+}
+
+const BatchGenerationGrid: React.FC<BatchGenerationGridProps> = ({
+  tasks,
+  titles,
+  onRetryTask,
+}) => {
+  const sorted = [...tasks].sort(
+    (a, b) => Number(a.variantIndex || 0) - Number(b.variantIndex || 0),
+  )
+
+  return (
+    <div className="xx-form-section">
+      <div className="xx-preview-header">
+        <h3>🎬 正在生成 {tasks.length} 个视频</h3>
+        <span style={{ fontSize: 13, color: "var(--text-secondary, #666)" }}>
+          完成 {tasks.filter((t) => t.status === "completed").length} / {tasks.length}
+        </span>
+      </div>
+      <div className="xx-batch-gen-grid">
+        {sorted.map((task) => {
+          const title = titles[task.variantIndex] || `视频 ${task.variantIndex + 1}`
+          const video = (task.videos?.[0] || null) as GeneratedVideo | null
+          return (
+            <div key={task.taskId} className={`xx-batch-gen-card status-${task.status}`}>
+              <div className="xx-batch-gen-card-head">
+                <span className="xx-batch-gen-card-title" title={title}>
+                  {task.status === "completed" ? (
+                    <CheckCircleFilled style={{ color: "#52c41a", marginRight: 6 }} />
+                  ) : task.status === "failed" ? (
+                    <CloseCircleOutlined style={{ color: "#ef4444", marginRight: 6 }} />
+                  ) : (
+                    <LoadingOutlined style={{ color: "#1677ff", marginRight: 6 }} />
+                  )}
+                  视频 {task.variantIndex + 1}：{title}
+                </span>
+              </div>
+
+              <div className="xx-batch-gen-card-body">
+                {task.status === "running" && (
+                  <>
+                    <div className="xx-gen-progress-bar">
+                      <div
+                        className="xx-gen-progress-bar-fill"
+                        style={{ width: `${Math.min(task.progress, 100)}%` }}
+                      />
+                    </div>
+                    <div className="xx-batch-gen-card-pct">{Math.round(task.progress)}%</div>
+                  </>
+                )}
+                {task.status === "completed" && video && (
+                  <video
+                    src={video.download_url || video.file_url}
+                    controls
+                    style={{ width: "100%", borderRadius: 8, background: "#000", maxHeight: 280 }}
+                    poster={video.thumbnail_url}
+                  />
+                )}
+                {task.status === "completed" && !video && (
+                  <div className="xx-batch-gen-card-done">✅ 已完成（成片可在下一步选择封面）</div>
+                )}
+                {task.status === "failed" && (
+                  <div className="xx-batch-gen-card-failed">
+                    <div className="xx-batch-gen-card-err">{task.error || "生成失败"}</div>
+                    <button
+                      type="button"
+                      className="xx-btn xx-btn-primary xx-btn-sm"
+                      onClick={() => onRetryTask(task.taskId)}
+                    >
+                      🔄 重试此视频
+                    </button>
+                  </div>
+                )}
+              </div>
+            </div>
+          )
+        })}
+      </div>
+    </div>
+  )
+}
+
+export default BatchGenerationGrid

apps/web/src/pages/generate/components/CanvasPreviewGrid.tsx

@@ -0,0 +1,97 @@
+/**
+ * 批量前端 Canvas 实时预览网格（Issue #1677 修正方案）
+ *
+ * N 个 FrontendPreviewPlayer 网格排列：
+ * - 纯前端 Canvas + video 元素实时播放素材片段，不调任何后端渲染接口
+ * - variantSeed 让每个变体素材排布/起始点不同，画面有可见差异
+ * - 各自叠加独立标题浮层（variantTitle），标题样式全局共用
+ * - 勾选框决定提交时生成哪些变体
+ */
+import React from "react"
+import type { AssetItem } from "@/api/assets"
+import type { EditingTemplate } from "@/api/editing-planner"
+import type { TitleSettings } from "../types"
+import FrontendPreviewPlayer from "./FrontendPreviewPlayer"
+
+interface CanvasPreviewGridProps {
+  count: number
+  assets: AssetItem[]
+  template: EditingTemplate | null
+  videoRatio: string
+  titles: string[]
+  titleSettings: TitleSettings
+  /** 共用配音预览音频（仅第 1 个变体播放，避免多路音频重叠） */
+  voiceAudioUrl?: string
+  /** 勾选的变体序号 */
+  selectedIds: number[]
+  onToggleSelect: (index: number) => void
+  /** 生成中禁止勾选 */
+  selectable?: boolean
+}
+
+const CanvasPreviewGrid: React.FC<CanvasPreviewGridProps> = ({
+  count,
+  assets,
+  template,
+  videoRatio,
+  titles,
+  titleSettings,
+  voiceAudioUrl,
+  selectedIds,
+  onToggleSelect,
+  selectable = true,
+}) => {
+  // count 上限已在源头 PreviewCountModal 的数量选择（1~MAX_PREVIEW_COUNT=10）clamp，
+  // 这里完整渲染所有变体，保证每个变体都有勾选/预览入口，UI 与数据不脱节
+  return (
+    <div className="xx-canvas-grid">
+      {Array.from({ length: count }, (_, i) => {
+        const checked = selectedIds.includes(i)
+        return (
+          <div
+            key={i}
+            className={`xx-canvas-grid-card${checked ? " selected" : ""}`}
+            data-variant={i}
+          >
+            <div className="xx-canvas-grid-card-bar">
+              <label className="xx-canvas-grid-check">
+                <input
+                  type="checkbox"
+                  checked={checked}
+                  disabled={!selectable}
+                  onChange={() => onToggleSelect(i)}
+                />
+                <span>视频 {i + 1}</span>
+              </label>
+            </div>
+            <FrontendPreviewPlayer
+              assets={assets}
+              template={template}
+              videoRatio={videoRatio}
+              ready={assets.length > 0}
+              variantSeed={i + 1}
+              variantTitle={titles[i] || ""}
+              voiceAudioUrl={i === 0 ? voiceAudioUrl : undefined}
+              compact
+              titleSettings={{
+                title: titles[i] || "",
+                size: titleSettings.size,
+                font: titleSettings.font,
+                color: titleSettings.color,
+                position: titleSettings.position as "top" | "center" | "bottom" | "custom",
+                bold: titleSettings.bold,
+                italic: titleSettings.italic,
+                stroke: titleSettings.stroke,
+                shadow: titleSettings.shadow,
+                posX: titleSettings.posX,
+                posY: titleSettings.posY,
+              }}
+            />
+          </div>
+        )
+      })}
+    </div>
+  )
+}
+
+export default CanvasPreviewGrid

apps/web/src/pages/generate/components/FrontendPreviewPlayer.tsx

@@ -41,6 +41,16 @@ interface FrontendPreviewPlayerProps {
     posY?: number | null
   }
   onTitlePositionChange?: (posX: number, posY: number) => void
+  /**
+   * 变体种子（批量生成 #1677）：同一批素材在不同变体中采用不同的素材顺序与
+   * 片段起始点，让 N 个 Canvas 预览画面有差异（纯前端随机剪辑模拟，不调后端）。
+   * 0 / 不传 = 单视频，排布与旧版完全一致（零回归）。
+   */
+  variantSeed?: number
+  /** 变体标题文字（批量时每个预览独立标题，叠加在画面上）；不传用 titleSettings.title */
+  variantTitle?: string
+  /** 紧凑模式（批量网格中使用，缩小内边距/标题尺寸） */
+  compact?: boolean
 }
 
 function formatTime(seconds: number): string {
@@ -52,10 +62,23 @@ function formatTime(seconds: number): string {
 /**
  * 将素材映射为播放片段（复用原逻辑）
  */
+/** 简单可复现随机数（mulberry32），同一种子产出稳定排布，避免每次渲染抖动 */
+function seededRandom(seed: number): () => number {
+  let a = seed >>> 0
+  return () => {
+    a |= 0
+    a = (a + 0x6d2b79f5) | 0
+    let t = Math.imul(a ^ (a >>> 15), 1 | a)
+    t = (t + Math.imul(t ^ (t >>> 7), 61 | t)) ^ t
+    return ((t ^ (t >>> 14)) >>> 0) / 4294967296
+  }
+}
+
 function buildPlaybackSegments(
   assets: AssetItem[],
   template: EditingTemplate | null,
   serverClips?: EditPlanClip[],
+  variantSeed = 0,
 ): PlaybackSegment[] {
   if (!assets.length) return []
 
@@ -79,18 +102,40 @@ function buildPlaybackSegments(
     }
   }
 
-  // Fallback: 本地构建片段（与旧行为一致）
+  // Fallback: 本地构建片段
+  // variantSeed=0（单视频）：与旧行为完全一致（素材原序、起始点 0），零回归
+  // variantSeed>0（批量变体）：素材顺序按种子轮换 + 片段起始点在素材内偏移，
+  //   模拟后端"AI 随机剪辑出不同版本"，让 N 个预览画面有可见差异
   const templateSegments = template?.segments || []
   const segments: PlaybackSegment[] = []
+  const orderedAssets = variantSeed > 0 ? [...assets] : assets
+  if (variantSeed > 0 && orderedAssets.length > 1) {
+    const rand = seededRandom(variantSeed * 7919 + 13)
+    // 素材轮换：把数组旋转 (seed % n) 位，再对后半段做一次稳定交换
+    const n = orderedAssets.length
+    const rotate = variantSeed % n
+    orderedAssets.push(...orderedAssets.splice(0, rotate))
+    const swapA = Math.floor(rand() * n)
+    const swapB = Math.floor(rand() * n)
+    if (swapA !== swapB) {
+      ;[orderedAssets[swapA], orderedAssets[swapB]] = [orderedAssets[swapB], orderedAssets[swapA]]
+    }
+  }
 
-  assets.forEach((asset, i) => {
+  orderedAssets.forEach((asset, i) => {
     const assetDuration = asset.duration || asset.metadata?.duration || 30
     const tplSeg = templateSegments[i] || templateSegments[templateSegments.length - 1]
     const segDuration = tplSeg
       ? Math.min(tplSeg.duration_max, Math.max(tplSeg.duration_min, assetDuration))
       : Math.min(assetDuration, 10)
 
-    const startTime = 0
+    let startTime = 0
+    if (variantSeed > 0 && assetDuration - segDuration > 1) {
+      const rand = seededRandom(variantSeed * 104729 + i * 31 + 7)
+      // 起始点在素材可用区间内随机偏移（至少留 0.5s 余量）
+      const maxStart = Math.max(0, assetDuration - segDuration - 0.5)
+      startTime = Math.round(rand() * maxStart * 10) / 10
+    }
     const endTime = Math.min(startTime + segDuration, assetDuration)
     const videoUrl = asset.file_url || asset.storage_key
 
@@ -109,11 +154,16 @@ const FrontendPreviewPlayer: React.FC<FrontendPreviewPlayerProps> = ({
   voiceAudioUrl,
   titleSettings,
   onTitlePositionChange,
+  variantSeed = 0,
+  variantTitle,
+  compact = false,
 }) => {
   const segments = useMemo(
-    () => buildPlaybackSegments(assets, template, serverClips),
-    [assets, template, serverClips],
+    () => buildPlaybackSegments(assets, template, serverClips, variantSeed),
+    [assets, template, serverClips, variantSeed],
   )
+  // 批量变体：标题文字取 variantTitle，样式仍由全局 titleSettings 控制
+  const effectiveTitle = variantTitle ?? titleSettings?.title
 
   // ── ASS 坐标系参数（与后端 ass_subtitle_builder.py 一致） ──
   const TITLE_MARGIN_TOP = 120
@@ -234,7 +284,7 @@ const FrontendPreviewPlayer: React.FC<FrontendPreviewPlayerProps> = ({
   // ── Canvas 播放器（WebCodecs 路径） ──
   const canvasTitle = titleSettings
     ? {
-        text: titleSettings.title || "标题预览",
+        text: effectiveTitle || "标题预览",
         fontSize: titleSettings.size,
         fontFamily: titleSettings.font || "思源黑体",
         color: titleSettings.color || "#ffffff",
@@ -520,13 +570,15 @@ const FrontendPreviewPlayer: React.FC<FrontendPreviewPlayerProps> = ({
       style={{
         position: "relative",
         width: "100%",
-        maxWidth: 280,
+        maxWidth: compact ? "100%" : 280,
+        margin: compact ? 0 : "0 auto",
         aspectRatio: "9 / 16",
         background: "#0a0a0a",
-        borderRadius: 24,
+        borderRadius: compact ? 10 : 24,
         overflow: "hidden",
-        boxShadow:
-          "0 4px 6px -1px rgba(0,0,0,0.3), 0 20px 50px -12px rgba(0,0,0,0.5), inset 0 0 0 1px rgba(255,255,255,0.06)",
+        boxShadow: compact
+          ? "inset 0 0 0 1px rgba(255,255,255,0.06)"
+          : "0 4px 6px -1px rgba(0,0,0,0.3), 0 20px 50px -12px rgba(0,0,0,0.5), inset 0 0 0 1px rgba(255,255,255,0.06)",
       }}
     >
       {/* ── Canvas 渲染层（WebCodecs 路径） ── */}
@@ -591,6 +643,8 @@ const FrontendPreviewPlayer: React.FC<FrontendPreviewPlayerProps> = ({
           <div
             style={{
               position: "absolute",
+              width: `${100 - 2 * titleSidePct}%`,
+              maxWidth: `${100 - 2 * titleSidePct}%`,
               ...(customTitleXPct != null && customTitleYPct != null
                 ? {
                     left: `${customTitleXPct}%`,
@@ -599,17 +653,17 @@ const FrontendPreviewPlayer: React.FC<FrontendPreviewPlayerProps> = ({
                     textAlign: "center" as const,
                   }
                 : {
-                    left: `${titleSidePct}%`,
-                    right: `${titleSidePct}%`,
+                    left: "50%",
+                    transform: "translateX(-50%)",
                     textAlign: "center" as const,
                     ...(titleSettings.position === "top"
                       ? { top: `${titleTopPct}%` }
                       : titleSettings.position === "center"
-                        ? { top: "50%", transform: "translateY(-50%)" }
+                        ? { top: "50%", transform: "translate(-50%, -50%)" }
                         : { bottom: `${titleBottomPct}%` }),
                   }),
-              pointerEvents: "auto",
-              cursor: onTitlePositionChange ? "grab" : "default",
+              pointerEvents: onTitlePositionChange && variantSeed === 0 ? "auto" : "none",
+              cursor: onTitlePositionChange && variantSeed === 0 ? "grab" : "default",
               touchAction: "none",
               userSelect: "none",
               WebkitUserSelect: "none",
@@ -639,7 +693,7 @@ const FrontendPreviewPlayer: React.FC<FrontendPreviewPlayerProps> = ({
                   : undefined,
               }}
             >
-              {titleSettings.title.split(/[/／]/).map((part, i) => (
+              {(effectiveTitle || "").split(/[/／]/).map((part, i) => (
                 <span key={i}>
                   {i > 0 && <br />}
                   {part}

apps/web/src/pages/generate/components/GenerateStepActions.tsx

@@ -1,9 +1,9 @@
 /**
- * GeneratePage 步骤底部操作按钮
+ * GeneratePage 步骤底部操作按钮（Issue #1677 修正：固定 6 步）
  *
  * 步骤 1~3：上一步 / 下一步
- * 步骤 4（标题+预览）：上一步 / 确认生成视频（点击后直接创建最终渲染任务，成功后跳转步骤5）
- * 步骤 5（确认生成）：上一步 / 下一步（渲染中禁用，渲染完成后可进入封面）
+ * 步骤 4（选择标题）：「✨ 确认生成视频 / 确认生成 N 个视频」→ 创建正式生成任务，成功后跳步骤5
+ * 步骤 5（确认生成）：渲染进度页，全部完成后「下一步：选择封面」；仅上一步
  * 步骤 6（选择封面）：仅上一步
  */
 import React from "react"
@@ -12,14 +12,16 @@ export interface GenerateStepActionsProps {
   currentStep: number
   onPrev: () => void
   onNext: () => void
-  /** 步骤4：确认生成视频（校验 + 创建渲染任务 + 成功后进入步骤5） */
+  /** 步骤4：确认生成视频（校验 + 创建渲染任务） */
   onConfirmGenerate: () => void | Promise<void>
   generating: boolean
   generated: boolean
   generateError: string | null
+  /** 批量模式下勾选的视频数量（N=1 时为1） */
+  selectedCount?: number
 }
 
-export const GenerateStepActions: React.FC<GenerateStepActionsProps> = ({
+const GenerateStepActions: React.FC<GenerateStepActionsProps> = ({
   currentStep,
   onPrev,
   onNext,
@@ -27,9 +29,10 @@ export const GenerateStepActions: React.FC<GenerateStepActionsProps> = ({
   generating,
   generated,
   generateError,
+  selectedCount = 1,
 }) => {
   const renderPrimaryButton = () => {
-    /* 步骤 1~3：上一步 / 下一步（必填校验由 useStepNavigation.goNext 统一处理） */
+    /* 步骤 1~3：上一步 / 下一步 */
     if (currentStep < 4) {
       return (
         <button className="xx-btn xx-btn-primary" onClick={onNext}>
@@ -38,50 +41,46 @@ export const GenerateStepActions: React.FC<GenerateStepActionsProps> = ({
       )
     }
 
-    /* 步骤 4：确认生成视频（触发按钮在标题页） */
+    /* 步骤 4：选择标题 — 确认生成 */
     if (currentStep === 4) {
       if (generating) {
         return (
           <button className="xx-btn xx-btn-primary" disabled>
-            ⏳ 视频生成中…
+            ⏳ 正在提交生成任务…
           </button>
         )
       }
       if (generateError) {
         return (
           <button className="xx-btn xx-btn-primary" onClick={onConfirmGenerate}>
-            🔄 重新生成视频
-          </button>
-        )
-      }
-      if (generated) {
-        return (
-          <button className="xx-btn xx-btn-primary" onClick={onNext}>
-            下一步 →
+            🔄 重新生成
           </button>
         )
       }
       return (
         <button className="xx-btn xx-btn-primary" onClick={onConfirmGenerate}>
-          ✨ 确认生成视频
+          {selectedCount > 1 ? `✨ 确认生成 ${selectedCount} 个视频` : "✨ 确认生成视频"}
         </button>
       )
     }
 
-    /* 步骤 5：渲染中禁用，完成后下一步进入封面 */
+    /* 步骤 5：确认生成进度页 — 全部完成后下一步进封面 */
     if (currentStep === 5) {
+      if (generated) {
+        return (
+          <button className="xx-btn xx-btn-primary" onClick={onNext}>
+            下一步：选择封面 →
+          </button>
+        )
+      }
       return (
-        <button
-          className="xx-btn xx-btn-primary"
-          onClick={onNext}
-          disabled={generating || !generated}
-        >
-          {generating ? "视频生成中…" : "下一步 →"}
+        <button className="xx-btn xx-btn-primary" disabled>
+          ⏳ 视频渲染中…
         </button>
       )
     }
 
-    /* 步骤 6（最后一步）：无主按钮 */
+    /* 步骤 6（封面，最后一步）：无主按钮 */
     return null
   }
 

apps/web/src/pages/generate/components/GenerateStepContent.tsx

@@ -1,20 +1,20 @@
 /**
  * GeneratePage 步骤内容渲染
- * 步骤顺序（6步）：模板(1) → 素材(2) → 配音(3) → 标题(4) → 确认生成(5) → 封面(6)
+ * 步骤顺序（6步，Issue #1677 修正）：模板(1) → 素材(2) → 配音(3) → 标题(4) → 确认生成(5) → 封面(6)
+ * 步骤4预览（Canvas 网格）与步骤5进度（批量渲染网格）由 GeneratePage 直接渲染在左侧大区域。
  */
 import React from "react"
 import type { EditingTemplate } from "@/api/editing-planner"
 import type { EditPlanClip } from "@/api/template-editor"
-import type { PresetVoiceItem } from "@/api/voices"
-import type { VoiceClone } from "@/api/voice-clone"
 import type { CoverConfig } from "../types/cover"
 import type { TitleSettings } from "../types"
 import Step1TemplateSelect from "../components/Step1TemplateSelect"
 import Step2MaterialSelect from "../components/Step2MaterialSelect"
-import Step3VoiceSelect from "../components/Step5VoiceSelect"
+import Step3VoiceWithMode from "./Step3VoiceWithMode"
 import Step4TitleSettings from "../components/Step4TitleSettings"
-import Step5ConfirmGenerate from "../components/Step7ConfirmGenerate"
 import Step6CoverSettings from "../components/Step6CoverSettings"
+import BatchGenerationGrid from "./BatchGenerationGrid"
+import type { BatchTaskState } from "../hooks/generate-video/useGenerationPolling"
 import type { GeneratedVideo } from "@/api/template-editor"
 
 export interface GenerateStepContentProps {
@@ -49,17 +49,7 @@ export interface GenerateStepContentProps {
   /* 配音 */
   selectedVoice: string
   onSelectedVoiceChange: (id: string) => void
-  totalVideoDuration?: number
   onServerClipsChange: (clips: EditPlanClip[]) => void
-  voiceMode: "preset" | "custom" | "clone"
-  onVoiceModeChange: (mode: "preset" | "custom" | "clone") => void
-  selectedClonedVoice: string
-  onSelectedClonedVoiceChange: (id: string) => void
-  clonedVoices: VoiceClone[]
-  addClone: (voice: VoiceClone) => void
-  hasProcessing: boolean
-  cloneModalOpen: boolean
-  onCloneModalOpenChange: (open: boolean) => void
   /* 生成 */
   generating: boolean
   generated: boolean
@@ -67,13 +57,26 @@ export interface GenerateStepContentProps {
   progress: number
   generatedVideos: GeneratedVideo[]
   onRetry: () => void
+  onRetryBatchTask: (taskId: string) => void
   onDismissError: () => void
-  /* 其他 */
-  presetVoices: PresetVoiceItem[]
+  /** 批量：每个正式生成任务的独立状态（步骤5进度网格） */
+  batchTasks: BatchTaskState[]
   /** BGM 开关 */
   bgm: boolean
   /** BGM 配置（来自模板） */
   bgmConfig?: { enabled: boolean; music_id?: string }
+  /* ── 批量生成（#1677）── */
+  previewCount: number
+  previewTitles: string[]
+  onPreviewTitlesChange: (titles: string[]) => void
+  voiceModePerVideo: boolean
+  onVoiceModePerVideoChange: (v: boolean) => void
+  voiceLibraryIds: string[]
+  onVoiceLibraryIdsChange: (ids: string[]) => void
+  previewCovers: string[]
+  onPreviewCoversChange: (urls: string[]) => void
+  /** 批量模式勾选的变体索引（封面卡片按勾选顺序展示） */
+  selectedVariantIds?: number[]
 }
 
 export const GenerateStepContent: React.FC<GenerateStepContentProps> = (props) => {
@@ -104,19 +107,25 @@ export const GenerateStepContent: React.FC<GenerateStepContentProps> = (props) =
     onCoverSettingsChange,
     selectedVoice,
     onSelectedVoiceChange,
-    totalVideoDuration,
     onServerClipsChange,
-    voiceMode,
-    selectedClonedVoice,
-    clonedVoices,
     generating,
     generated,
     generateError,
     progress,
-    generatedVideos,
     onRetry,
-    onDismissError,
-    presetVoices,
+    generatedVideos,
+    batchTasks,
+    onRetryBatchTask,
+    previewCount,
+    previewTitles,
+    onPreviewTitlesChange,
+    voiceModePerVideo,
+    onVoiceModePerVideoChange,
+    voiceLibraryIds,
+    onVoiceLibraryIdsChange,
+    previewCovers,
+    onPreviewCoversChange,
+    selectedVariantIds,
   } = props
 
   /* 当前模板的 segments，传给 Step2 构建 clips */
@@ -148,10 +157,14 @@ export const GenerateStepContent: React.FC<GenerateStepContentProps> = (props) =
       )
     case 3:
       return (
-        <Step3VoiceSelect
+        <Step3VoiceWithMode
+          previewCount={previewCount}
           selectedVoice={selectedVoice}
           onSelectedVoiceChange={onSelectedVoiceChange}
-          totalVideoDuration={totalVideoDuration}
+          voiceModePerVideo={voiceModePerVideo}
+          onVoiceModePerVideoChange={onVoiceModePerVideoChange}
+          voiceLibraryIds={voiceLibraryIds}
+          onVoiceLibraryIdsChange={onVoiceLibraryIdsChange}
         />
       )
     case 4:
@@ -170,31 +183,66 @@ export const GenerateStepContent: React.FC<GenerateStepContentProps> = (props) =
           onApplyPreset={onApplyPreset}
           activePreset={activePreset}
           titlePresets={titlePresets}
+          previewCount={previewCount}
+          previewTitles={previewTitles}
+          onPreviewTitlesChange={onPreviewTitlesChange}
         />
       )
     case 5:
+      /* 确认生成页：批量=逐任务进度网格；单视频=进度状态卡（成片播放器在左侧大区域） */
+      if (previewCount > 1) {
+        return (
+          <BatchGenerationGrid
+            tasks={batchTasks}
+            titles={previewTitles}
+            onRetryTask={onRetryBatchTask}
+          />
+        )
+      }
+      /* 单视频：渲染进度 / 失败重试 / 完成提示（成片播放器在右侧栏） */
       return (
-        <Step5ConfirmGenerate
-          templates={userTemplates}
-          selectedTemplate={selectedTemplate}
-          materialMode={materialMode}
-          selectedMaterials={selectedMaterials}
-          smartSelectedIds={smartSelectedIds}
-          title={titleSettings.title}
-          voiceMode={voiceMode}
-          selectedVoice={selectedVoice}
-          selectedClonedVoice={selectedClonedVoice}
-          presetVoices={presetVoices}
-          clonedVoices={clonedVoices}
-          coverSettings={coverSettings}
-          generating={generating}
-          generated={generated}
-          generateError={generateError}
-          progress={progress}
-          generatedVideos={generatedVideos}
-          onRetry={onRetry}
-          onDismissError={onDismissError}
-        />
+        <div className="xx-form-section">
+          <h3>🎬 确认生成</h3>
+          {generating && (
+            <div className="xx-gen-progress-card">
+              <div className="xx-gen-progress-header">
+                <div className="xx-gen-progress-info">
+                  <div className="xx-gen-progress-phase">
+                    ⏳ 视频渲染中… {Math.round(progress)}%
+                  </div>
+                  <div className="xx-gen-progress-sub">
+                    生成过程中可以切换到其他页面，完成后可在任务历史查看
+                  </div>
+                </div>
+              </div>
+              <div className="xx-gen-progress-bar">
+                <div
+                  className="xx-gen-progress-bar-fill"
+                  style={{ width: `${Math.min(Math.round(progress), 100)}%` }}
+                />
+              </div>
+            </div>
+          )}
+          {generateError && !generating && (
+            <div className="xx-gen-error-card">
+              <div className="xx-gen-error-info">
+                <div className="xx-gen-error-title">生成失败</div>
+                <div className="xx-gen-error-msg">{generateError}</div>
+              </div>
+              <button type="button" className="xx-btn xx-btn-primary xx-btn-sm" onClick={onRetry}>
+                🔄 重试
+              </button>
+            </div>
+          )}
+          {generated && !generating && (
+            <div className="xx-gen-success-card">
+              <div className="xx-gen-success-info">
+                <div className="xx-gen-success-title">✅ 视频生成完成！</div>
+                <div className="xx-gen-success-sub">右侧可预览成片，点击「下一步」选择封面</div>
+              </div>
+            </div>
+          )}
+        </div>
       )
     case 6:
       return (
@@ -204,6 +252,11 @@ export const GenerateStepContent: React.FC<GenerateStepContentProps> = (props) =
           selectedTemplate={selectedTemplate}
           titleSettings={titleSettings}
           generatedVideos={generatedVideos}
+          previewCount={previewCount}
+          previewTitles={previewTitles}
+          previewCovers={previewCovers}
+          onPreviewCoversChange={onPreviewCoversChange}
+          selectedVariantIndexes={selectedVariantIds}
         />
       )
     default:

apps/web/src/pages/generate/components/PreviewCountModal.tsx

@@ -0,0 +1,127 @@
+/**
+ * 生成数量选择弹窗（Issue #1677）
+ * Step1 选完模板点「下一步」时弹出：要生成几个视频？（1~10）
+ * 默认 1，回车 = 1（零额外操作）
+ */
+import React, { useState, useEffect, useRef } from "react"
+import { MAX_PREVIEW_COUNT } from "../constants"
+
+interface PreviewCountModalProps {
+  open: boolean
+  /** 默认值（上次选择，默认1） */
+  defaultCount?: number
+  onConfirm: (count: number) => void
+  onCancel: () => void
+}
+
+const PreviewCountModal: React.FC<PreviewCountModalProps> = ({
+  open,
+  defaultCount = 1,
+  onConfirm,
+  onCancel,
+}) => {
+  const [count, setCount] = useState(defaultCount)
+  const inputRef = useRef<HTMLInputElement>(null)
+
+  useEffect(() => {
+    if (open) {
+      setCount(defaultCount)
+      // 弹窗打开后聚焦并选中，方便直接回车=默认1
+      setTimeout(() => inputRef.current?.focus(), 50)
+    }
+  }, [open, defaultCount])
+
+  const clamp = (n: number) => Math.max(1, Math.min(MAX_PREVIEW_COUNT, n || 1))
+
+  const handleConfirm = () => {
+    onConfirm(clamp(count))
+  }
+
+  const handleKeyDown = (e: React.KeyboardEvent) => {
+    if (e.key === "Enter") {
+      e.preventDefault()
+      handleConfirm()
+    }
+    if (e.key === "Escape") {
+      onCancel()
+    }
+  }
+
+  if (!open) return null
+
+  return (
+    <div className="xx-modal-mask" onClick={onCancel}>
+      <div className="xx-modal-box xx-count-modal" onClick={(e) => e.stopPropagation()}>
+        <h3 style={{ margin: "0 0 8px", fontSize: 18 }}>要生成几个视频？</h3>
+        <p style={{ margin: "0 0 20px", fontSize: 13, color: "var(--text-secondary, #666)" }}>
+          素材共用，AI 随机剪辑出不同版本，每个视频可独立设置标题、配音和封面
+        </p>
+
+        <div className="xx-count-selector">
+          <button
+            type="button"
+            className="xx-count-btn"
+            onClick={() => setCount((c) => clamp(c - 1))}
+            disabled={count <= 1}
+            aria-label="减少"
+          >
+            −
+          </button>
+          <input
+            ref={inputRef}
+            type="number"
+            min={1}
+            max={MAX_PREVIEW_COUNT}
+            value={count}
+            onChange={(e) => setCount(clamp(parseInt(e.target.value, 10) || 1))}
+            onKeyDown={handleKeyDown}
+            className="xx-count-input"
+          />
+          <button
+            type="button"
+            className="xx-count-btn"
+            onClick={() => setCount((c) => clamp(c + 1))}
+            disabled={count >= MAX_PREVIEW_COUNT}
+            aria-label="增加"
+          >
+            +
+          </button>
+        </div>
+
+        <div className="xx-count-quick">
+          {[1, 3, 5, 10].map((n) => (
+            <button
+              key={n}
+              type="button"
+              className={`xx-count-chip ${count === n ? "active" : ""}`}
+              onClick={() => setCount(n)}
+            >
+              {n} 个
+            </button>
+          ))}
+        </div>
+
+        <div className="xx-count-actions">
+          <button type="button" className="xx-btn xx-btn-ghost" onClick={onCancel}>
+            取消
+          </button>
+          <button type="button" className="xx-btn xx-btn-primary" onClick={handleConfirm}>
+            {count === 1 ? "生成 1 个视频" : `生成 ${count} 个视频`}
+          </button>
+        </div>
+        <p
+          style={{
+            margin: "12px 0 0",
+            fontSize: 12,
+            color: "var(--text-tertiary, #999)",
+            textAlign: "center",
+          }}
+        >
+          直接按回车 = 生成 1 个
+        </p>
+      </div>
+    </div>
+  )
+}
+
+export default PreviewCountModal

apps/web/src/pages/generate/components/Step1TemplateSelect.tsx

@@ -47,9 +47,7 @@ const Step1TemplateSelect: React.FC<Step1TemplateSelectProps> = (props) => {
                 🎬
               </div>
               <h4>{tpl.name}</h4>
-              <p>
-                {tpl.estimated_duration}s · {tpl.segments.length}片段
-              </p>
+              <p>{tpl.segments.length}片段</p>
               {tpl.tags.length > 0 && (
                 <div
                   style={{

apps/web/src/pages/generate/components/Step3VoiceWithMode.tsx

@@ -0,0 +1,102 @@
+/**
+ * Step3 配音选择（Issue #1677 批量生成）
+ * - 单视频 / 共用模式：与原配音选择完全一致
+ * - 独立模式（开关开启）：N 个配音选择器，每个视频独立选择
+ */
+import React from "react"
+import Step3VoiceSelect from "./Step5VoiceSelect"
+
+interface Step3VoiceWithModeProps {
+  previewCount: number
+  /** 共用配音ID */
+  selectedVoice: string
+  onSelectedVoiceChange: (id: string) => void
+  /** 是否独立配音 */
+  voiceModePerVideo: boolean
+  onVoiceModePerVideoChange: (v: boolean) => void
+  /** 各变体独立配音ID */
+  voiceLibraryIds: string[]
+  onVoiceLibraryIdsChange: (ids: string[]) => void
+}
+
+const Step3VoiceWithMode: React.FC<Step3VoiceWithModeProps> = ({
+  previewCount,
+  selectedVoice,
+  onSelectedVoiceChange,
+  voiceModePerVideo,
+  onVoiceModePerVideoChange,
+  voiceLibraryIds,
+  onVoiceLibraryIdsChange,
+}) => {
+  const isBatch = previewCount > 1
+
+  if (!isBatch) {
+    return (
+      <Step3VoiceSelect
+        selectedVoice={selectedVoice}
+        onSelectedVoiceChange={onSelectedVoiceChange}
+      />
+    )
+  }
+
+  return (
+    <div className="xx-form-section">
+      {/* 共用/独立切换 */}
+      <div className="xx-title-ai-toggle" style={{ marginBottom: 16 }}>
+        <div>
+          <div style={{ fontWeight: 600, fontSize: 15 }}>
+            🎙️ 配音方式：{voiceModePerVideo ? "每个视频独立配音" : "所有视频共用配音"}
+          </div>
+          <div style={{ fontSize: 12, color: "var(--text-tertiary, #999)", marginTop: 2 }}>
+            {voiceModePerVideo
+              ? `为 ${previewCount} 个视频分别选择不同配音`
+              : "所有视频使用同一个配音（默认）"}
+          </div>
+        </div>
+        <div
+          className={`xx-switch ${voiceModePerVideo ? "active" : ""}`}
+          onClick={() => onVoiceModePerVideoChange(!voiceModePerVideo)}
+          role="switch"
+          aria-checked={voiceModePerVideo}
+          tabIndex={0}
+          onKeyDown={(e) => {
+            if (e.key === "Enter" || e.key === " ") {
+              e.preventDefault()
+              onVoiceModePerVideoChange(!voiceModePerVideo)
+            }
+          }}
+        >
+          <div className="xx-switch-knob" />
+        </div>
+      </div>
+
+      {!voiceModePerVideo ? (
+        <Step3VoiceSelect
+          heading="🎙️ 共用配音"
+          description={`所有 ${previewCount} 个视频使用同一个配音，点击卡片可预览播放`}
+          selectedVoice={selectedVoice}
+          onSelectedVoiceChange={onSelectedVoiceChange}
+        />
+      ) : (
+        <div className="xx-per-voice-list">
+          {Array.from({ length: previewCount }, (_, i) => (
+            <Step3VoiceSelect
+              key={i}
+              heading={`🎙️ 视频 ${i + 1} 的配音`}
+              description="为这个视频单独选择配音"
+              compact
+              selectedVoice={voiceLibraryIds[i] || ""}
+              onSelectedVoiceChange={(id) => {
+                const next = [...voiceLibraryIds]
+                next[i] = id
+                onVoiceLibraryIdsChange(next)
+              }}
+            />
+          ))}
+        </div>
+      )}
+    </div>
+  )
+}
+
+export default Step3VoiceWithMode

apps/web/src/pages/generate/components/Step4TitleSettings.tsx

@@ -1,17 +1,22 @@
 /**
- * Step 4 选择标题（合并原 Step4 标题输入 + Step5 标题样式面板）
+ * Step 4 选择标题（Issue #1677 批量生成）
  *
- * 左侧：标题文字输入 + AI生成标题 + 样式设置（位置/字号/字体/颜色/样式/预设）
- * 右侧：FrontendPreviewPlayer 实时预览（由 GeneratePage 统一渲染）
+ * 布局（由 GeneratePage 编排）：左侧大区域实时预览（单=大播放器，批量=Canvas 网格），
+ * 右侧边栏标题设置。本组件渲染在右侧边栏：
+ * - 单视频：AI 标题生成器 + AutoComplete 标题库（与旧版完全一致，零回归）
+ * - 批量：N 个独立标题输入框（AutoComplete 支持标题库选择）+ 批量 AI 生成
+ *   （一次生成 N 个标题，分别填入各变体，可单独换一个）
+ * - 标题样式（字体/颜色/位置/大小/粗斜描边/预设）：全局统一
  */
-import React from "react"
-import { AutoComplete } from "antd"
-import { PlayCircleOutlined } from "@ant-design/icons"
+import React, { useMemo, useState } from "react"
+import { AutoComplete, Input, message } from "antd"
+import { LoadingOutlined } from "@ant-design/icons"
 import type { TitleSettings } from "../types"
 import { POSITION_OPTIONS, FONT_OPTIONS } from "../constants"
 import { useStep4Title } from "../hooks/useStep4Title"
 import AiTitleGenerator from "./title/AiTitleGenerator"
 import TitleStylePanel from "./title/TitleStylePanel"
+import { AI_TITLE_TEMPLATES } from "../constants"
 
 interface Step4TitleSettingsProps {
   titleSettings: TitleSettings
@@ -29,6 +34,42 @@ interface Step4TitleSettingsProps {
   onApplyPreset: (presetKey: string) => void
   activePreset: string | null
   titlePresets: { key: string; label: string; previewStyle: React.CSSProperties }[]
+  /* ── 批量生成（#1677）── */
+  /** 生成数量 */
+  previewCount?: number
+  /** 每个变体的标题文字（长度=previewCount） */
+  previewTitles?: string[]
+  onPreviewTitlesChange?: (titles: string[]) => void
+}
+
+/** 从本地 AI 标题模板池按主题词生成 N 个不同标题（与单视频 AI 生成同源） */
+function buildBatchAiTitles(topic: string, count: number): string[] {
+  const styles: Array<"catchy" | "emotional" | "informative"> = [
+    "catchy",
+    "emotional",
+    "informative",
+  ]
+  const pool: string[] = []
+  styles.forEach((style) => {
+    const templates = AI_TITLE_TEMPLATES[style] || []
+    templates.forEach((tpl) => pool.push(tpl.replace(/\{topic\}/g, topic)))
+  })
+  // 洗牌后取前 count 个；不足则轮转补齐
+  const shuffled = [...pool].sort(() => Math.random() - 0.5)
+  const out: string[] = []
+  for (let i = 0; i < count; i++) {
+    out.push(shuffled[i % shuffled.length] || "")
+  }
+  return out
+}
+
+function extractTopic(text: string): string {
+  const keywords = text
+    .replace(/[，。！？、,.!?]/g, " ")
+    .split(/\s+/)
+    .filter(Boolean)
+  if (keywords.length === 0) return "这个话题"
+  return keywords.slice(0, 3).join("")
 }
 
 const Step4TitleSettings: React.FC<Step4TitleSettingsProps> = (props) => {
@@ -44,122 +85,208 @@ const Step4TitleSettings: React.FC<Step4TitleSettingsProps> = (props) => {
     onApplyPreset,
     activePreset,
     titlePresets,
+    previewCount = 1,
+    previewTitles,
+    onPreviewTitlesChange,
   } = props
 
+  const isBatch = previewCount > 1
+  const [batchAiLoading, setBatchAiLoading] = useState(false)
+  const [batchAiTopic, setBatchAiTopic] = useState("")
+
+  /** 更新单个变体标题；变体0同步写回 titleSettings.title（全局样式面板/草稿/TTS 链路依赖） */
+  const updateVariantTitle = (index: number, val: string) => {
+    if (!previewTitles || !onPreviewTitlesChange) return
+    const next = [...previewTitles]
+    next[index] = val
+    onPreviewTitlesChange(next)
+    if (index === 0) {
+      t.updateTitle(val)
+    }
+  }
+
+  /** 批量 AI 生成：按主题词生成标题，分别填入 N 个变体 */
+  const handleBatchAiGenerate = async (onlyEmpty = false) => {
+    if (!onPreviewTitlesChange || !previewTitles) return
+    const topic = (batchAiTopic || t.aiTitleInput || "").trim()
+    if (!topic) {
+      message.warning("请先输入主题词，例如：萌宠日常、旅行vlog")
+      return
+    }
+    setBatchAiLoading(true)
+    try {
+      // 与单视频一致：本地模板模拟 AI 生成（1200ms 体验延迟）
+      await new Promise((resolve) => setTimeout(resolve, 800))
+      const picked = buildBatchAiTitles(extractTopic(topic), previewCount)
+      const next = [...previewTitles]
+      for (let i = 0; i < previewCount; i++) {
+        if (onlyEmpty && next[i]?.trim()) continue
+        if (picked[i]) next[i] = picked[i]
+      }
+      onPreviewTitlesChange(next)
+      if (next[0]) t.updateTitle(next[0])
+      message.success(`已为 ${previewCount} 个视频生成标题，可单独修改`)
+    } finally {
+      setBatchAiLoading(false)
+    }
+  }
+
+  const titleOptions = useMemo(
+    () => t.userTitles.map((ut) => ({ label: ut.content, value: ut.content })),
+    [t.userTitles],
+  )
+
   return (
-    <div className="xx-form-section">
+    <div className="xx-form-section xx-title-sidebar">
       <h3>📝 选择标题</h3>
 
-      {/* AI 自动选择模式 */}
-      {t.titleSettings.aiAutoSelect && (
+      {!isBatch ? (
+        /* ── 单视频：原有 AI 标题 + 输入框（保持不变，零回归） ── */
         <>
-          <div className="xx-title-ai-toggle">
-            <span className="xx-toggle-label">AI 自动选择标题</span>
-            <div className="xx-switch active" onClick={t.toggleAiAutoSelect}>
-              <div className="xx-switch-knob" />
-            </div>
-          </div>
-
-          {/* 显示当前 AI 选中的标题（只读）+ 换一个按钮 */}
-          <div className="xx-form-field">
-            <label>当前 AI 选定标题</label>
-            <div
-              style={{
-                display: "flex",
-                alignItems: "center",
-                gap: 10,
-                padding: "8px 12px",
-                background: "var(--bg-secondary, rgba(0,0,0,0.04))",
-                borderRadius: 8,
-                fontSize: 14,
-                color: "var(--text-primary, #333)",
-              }}
-            >
-              <span style={{ flex: 1 }}>{t.titleSettings.title || "AI 将自动为你选择标题"}</span>
-              <button
-                type="button"
-                className="xx-btn xx-btn-primary"
-                style={{ flexShrink: 0, fontSize: 13, padding: "4px 12px" }}
-                onClick={t.autoGenerateTitle}
-              >
-                🔄 换一个
-              </button>
-            </div>
-          </div>
-        </>
-      )}
-
-      {/* 手动选择模式 */}
-      {!t.titleSettings.aiAutoSelect && (
-        <>
-          <AiTitleGenerator
-            inputValue={t.aiTitleInput}
-            onInputChange={t.setAiTitleInput}
-            generating={t.aiTitleGenerating}
-            onGenerate={t.handleGenerateAiTitles}
-            results={t.aiTitleResults}
-            hasGenerated={t.hasGeneratedTitles}
-            onSelect={t.handleSelectAiTitle}
-            selectedTitle={t.titleSettings.title}
-            onRefresh={t.handleRefreshAiTitles}
-          />
-
-          <div className="xx-title-ai-toggle">
-            <span className="xx-toggle-label">AI 自动选择标题</span>
-            <div className="xx-switch" onClick={t.toggleAiAutoSelect}>
-              <div className="xx-switch-knob" />
-            </div>
-          </div>
-
-          <div className="xx-form-field">
-            <label>标题</label>
-            <AutoComplete
-              placeholder="输入或从标题库选择…"
-              allowClear
-              maxLength={50}
-              style={{ width: "100%" }}
-              value={t.titleSettings.title || undefined}
-              onChange={(val) => t.updateTitle(val || "")}
-              options={t.userTitles.map((ut) => ({
-                label: ut.content,
-                value: ut.content,
-              }))}
-              filterOption={(inputValue, option) => {
-                const title = (option?.label || option?.value || "") as string
-                return title.toLowerCase().includes((inputValue || "").toLowerCase())
-              }}
-              notFoundContent={
-                t.userTitles.length === 0 ? (
-                  <span style={{ color: "var(--text-tertiary)", fontSize: 13 }}>
-                    标题库为空，请前往「标题管理」添加
+          {t.titleSettings.aiAutoSelect ? (
+            <>
+              <div className="xx-title-ai-toggle">
+                <span className="xx-toggle-label">AI 自动选择标题</span>
+                <div className="xx-switch active" onClick={t.toggleAiAutoSelect}>
+                  <div className="xx-switch-knob" />
+                </div>
+              </div>
+              <div className="xx-form-field">
+                <label>当前 AI 选定标题</label>
+                <div
+                  style={{
+                    display: "flex",
+                    alignItems: "center",
+                    gap: 10,
+                    padding: "8px 12px",
+                    background: "var(--bg-secondary, rgba(0,0,0,0.04))",
+                    borderRadius: 8,
+                    fontSize: 14,
+                    color: "var(--text-primary, #333)",
+                  }}
+                >
+                  <span style={{ flex: 1 }}>
+                    {(previewTitles?.[0] ?? t.titleSettings.title) || "AI 将自动为你选择标题"}
                   </span>
-                ) : null
-              }
-            />
-          </div>
+                  <button
+                    type="button"
+                    className="xx-btn xx-btn-primary"
+                    style={{ flexShrink: 0, fontSize: 13, padding: "4px 12px" }}
+                    onClick={t.autoGenerateTitle}
+                  >
+                    🔄 换一个
+                  </button>
+                </div>
+              </div>
+            </>
+          ) : (
+            <>
+              <AiTitleGenerator
+                inputValue={t.aiTitleInput}
+                onInputChange={t.setAiTitleInput}
+                generating={t.aiTitleGenerating}
+                onGenerate={t.handleGenerateAiTitles}
+                results={t.aiTitleResults}
+                hasGenerated={t.hasGeneratedTitles}
+                onSelect={t.handleSelectAiTitle}
+                selectedTitle={t.titleSettings.title}
+                onRefresh={t.handleRefreshAiTitles}
+              />
+
+              <div className="xx-title-ai-toggle">
+                <span className="xx-toggle-label">AI 自动选择标题</span>
+                <div className="xx-switch" onClick={t.toggleAiAutoSelect}>
+                  <div className="xx-switch-knob" />
+                </div>
+              </div>
+              <div className="xx-form-field">
+                <label>标题</label>
+                <AutoComplete
+                  placeholder="输入标题文字…"
+                  allowClear
+                  maxLength={50}
+                  style={{ width: "100%" }}
+                  value={(previewTitles?.[0] ?? t.titleSettings.title) || undefined}
+                  onChange={(val) => {
+                    t.updateTitle(val || "")
+                    onPreviewTitlesChange?.([val || ""])
+                  }}
+                  options={titleOptions}
+                  filterOption={(inputValue, option) => {
+                    const title = (option?.label || option?.value || "") as string
+                    return title.toLowerCase().includes((inputValue || "").toLowerCase())
+                  }}
+                />
+              </div>
+            </>
+          )}
         </>
+      ) : (
+        /* ── 批量：AI 批量生成 + N 个独立标题输入框（AutoComplete 支持标题库） ── */
+        <div className="xx-batch-titles">
+          <div
+            style={{
+              fontSize: 12,
+              color: "var(--text-secondary, #666)",
+              marginBottom: 10,
+              lineHeight: 1.6,
+            }}
+          >
+            为每个视频输入独立标题，修改会实时叠加到左侧对应视频上。标题样式（字体/颜色/位置）全局统一。
+          </div>
+
+          {/* 批量 AI 标题 */}
+          <div className="xx-batch-ai-row">
+            <Input
+              placeholder="主题词，如：萌宠日常、旅行vlog"
+              value={batchAiTopic || t.aiTitleInput}
+              onChange={(e) => {
+                setBatchAiTopic(e.target.value)
+                t.setAiTitleInput(e.target.value)
+              }}
+              maxLength={30}
+              size="small"
+              style={{ flex: 1 }}
+            />
+            <button
+              type="button"
+              className="xx-btn xx-btn-primary xx-btn-sm"
+              disabled={batchAiLoading}
+              onClick={() => handleBatchAiGenerate(false)}
+            >
+              {batchAiLoading ? <LoadingOutlined /> : "✨"} 一键生成 {previewCount} 个标题
+            </button>
+            <button
+              type="button"
+              className="xx-btn xx-btn-ghost xx-btn-sm"
+              disabled={batchAiLoading}
+              onClick={() => handleBatchAiGenerate(true)}
+            >
+              补填空标题
+            </button>
+          </div>
+
+          {Array.from({ length: previewCount }, (_, i) => (
+            <div className="xx-form-field" key={i}>
+              <label>视频 {i + 1} 标题</label>
+              <AutoComplete
+                placeholder={`视频 ${i + 1} 的标题…`}
+                maxLength={50}
+                style={{ width: "100%" }}
+                value={previewTitles?.[i] || undefined}
+                onChange={(val) => updateVariantTitle(i, val || "")}
+                options={titleOptions}
+                filterOption={(inputValue, option) => {
+                  const title = (option?.label || option?.value || "") as string
+                  return title.toLowerCase().includes((inputValue || "").toLowerCase())
+                }}
+              />
+            </div>
+          ))}
+        </div>
       )}
 
-      {/* 标题样式面板（原 Step5） */}
-      <div
-        style={{
-          display: "flex",
-          alignItems: "center",
-          gap: 8,
-          padding: "10px 14px",
-          background: "rgba(59, 130, 246, 0.08)",
-          borderRadius: 8,
-          marginTop: 16,
-          marginBottom: 12,
-          border: "1px solid rgba(59, 130, 246, 0.15)",
-        }}
-      >
-        <PlayCircleOutlined style={{ fontSize: 16, color: "#3b82f6" }} />
-        <span style={{ fontSize: 12, color: "var(--text-secondary, #666)" }}>
-          右侧为实时预览，调整样式即时生效
-        </span>
-      </div>
-
+      {/* 标题样式面板（全局共用） */}
       <TitleStylePanel
         settings={t.titleSettings}
         onUpdatePosition={onUpdatePosition}

apps/web/src/pages/generate/components/Step5VoiceSelect.tsx

@@ -5,18 +5,21 @@
 import React, { useState, useRef, useCallback } from "react"
 import { useNavigate } from "react-router-dom"
 import { useQuery } from "@tanstack/react-query"
-import { AudioOutlined, SoundOutlined, WarningOutlined } from "@ant-design/icons"
-import { Modal } from "antd"
+import { AudioOutlined, SoundOutlined } from "@ant-design/icons"
 import { getAssetsByKind } from "@/api/assets"
 import type { AssetItem } from "@/api/assets"
 
 interface Step5VoiceSelectProps {
   selectedVoice: string
   onSelectedVoiceChange: (id: string) => void
-  totalVideoDuration?: number
+  /** 卡片标题（独立配音模式下显示"视频 N 的配音"），默认"选择配音" */
+  heading?: string
+  /** 描述文案 */
+  description?: string
+  /** 是否使用紧凑卡片样式（独立配音模式下 N 个并排） */
+  compact?: boolean
 }
 
-/** 格式化时长 mm:ss */
 /** 获取素材实际时长（优先顶层 duration，fallback 到 metadata.duration） */
 const getDuration = (item: AssetItem): number => {
   return item.duration ?? (item.metadata?.duration as number) ?? 0
@@ -34,13 +37,6 @@ const isAiVoice = (item: AssetItem): boolean => {
   return (!duration || duration <= 0) && (!size || size <= 0)
 }
 
-const formatDuration = (seconds?: number): string => {
-  if (!seconds || seconds <= 0) return "00:00"
-  const m = Math.floor(seconds / 60)
-  const s = Math.floor(seconds % 60)
-  return `${String(m).padStart(2, "0")}:${String(s).padStart(2, "0")}`
-}
-
 /** 格式化文件大小 */
 const formatFileSize = (bytes?: number): string => {
   if (!bytes || bytes <= 0) return "未知"
@@ -53,13 +49,13 @@ const formatFileSize = (bytes?: number): string => {
 const Step5VoiceSelect: React.FC<Step5VoiceSelectProps> = ({
   selectedVoice,
   onSelectedVoiceChange,
-  totalVideoDuration = 0,
+  heading = "🎙️ 选择配音",
+  description = "从配音库中选择已上传的素材，点击卡片可预览播放",
+  compact = false,
 }) => {
   const navigate = useNavigate()
   const [playingId, setPlayingId] = useState<string | null>(null)
   const audioRef = useRef<HTMLAudioElement | null>(null)
-  const [durationWarningOpen, setDurationWarningOpen] = useState(false)
-  const [pendingVoiceId, setPendingVoiceId] = useState<string | null>(null)
 
   // 获取用户上传的配音素材
   const { data: materials = [], isLoading } = useQuery({
@@ -100,41 +96,17 @@ const Step5VoiceSelect: React.FC<Step5VoiceSelectProps> = ({
     [playingId],
   )
 
-  /** 选中素材（含时长校验） */
+  /** 选中素材（直接选中，不再做时长校验弹窗） */
   const handleSelect = useCallback(
     (id: string) => {
-      // 如果启用了时长校验，且配音时长不足（AI 音色按脚本实时合成，不参与时长校验）
-      if (totalVideoDuration > 0) {
-        const material = materials.find((m) => m.id === id)
-        if (material && !isAiVoice(material) && getDuration(material) < totalVideoDuration) {
-          setPendingVoiceId(id)
-          setDurationWarningOpen(true)
-          return
-        }
-      }
       onSelectedVoiceChange(id)
     },
-    [onSelectedVoiceChange, totalVideoDuration, materials],
+    [onSelectedVoiceChange],
   )
 
-  /** 确认使用时长不足的配音 */
-  const handleConfirmUseAnyway = useCallback(() => {
-    if (pendingVoiceId) {
-      onSelectedVoiceChange(pendingVoiceId)
-    }
-    setDurationWarningOpen(false)
-    setPendingVoiceId(null)
-  }, [pendingVoiceId, onSelectedVoiceChange])
-
-  /** 取消选择 */
-  const handleCancelSelection = useCallback(() => {
-    setDurationWarningOpen(false)
-    setPendingVoiceId(null)
-  }, [])
-
   /** 跳转到配音库上传 */
   const handleGoToUpload = useCallback(() => {
-    navigate("/app/voices")
+    navigate("/app/voices?tab=material&upload=1")
   }, [navigate])
 
   // 加载中状态
@@ -185,14 +157,14 @@ const Step5VoiceSelect: React.FC<Step5VoiceSelectProps> = ({
 
   return (
     <div className="xx-form-section">
-      <h3>🎙️ 选择配音</h3>
-      <p style={{ color: "#666", marginBottom: 16, fontSize: 14 }}>
-        从配音库中选择已上传的素材，点击卡片可预览播放
-      </p>
+      <h3>{heading}</h3>
+      <p style={{ color: "#666", marginBottom: 16, fontSize: 14 }}>{description}</p>
       <div
         style={{
           display: "grid",
-          gridTemplateColumns: "repeat(auto-fill, minmax(220px, 1fr))",
+          gridTemplateColumns: compact
+            ? "repeat(auto-fill, minmax(160px, 1fr))"
+            : "repeat(auto-fill, minmax(220px, 1fr))",
           gap: 12,
         }}
       >
@@ -277,7 +249,7 @@ const Step5VoiceSelect: React.FC<Step5VoiceSelectProps> = ({
                 {item.name}
               </div>
 
-              {/* 时长 + 大小 */}
+              {/* 文件大小 */}
               <div
                 style={{
                   display: "flex",
@@ -289,65 +261,13 @@ const Step5VoiceSelect: React.FC<Step5VoiceSelectProps> = ({
               >
                 {isAiVoice(item) ? (
                   <span style={{ color: "#1677ff", fontWeight: 500 }}>AI 音色</span>
-                ) : (
-                  <span style={{ display: "flex", alignItems: "center", gap: 4 }}>
-                    {formatDuration(getDuration(item))}
-                    {totalVideoDuration > 0 && getDuration(item) < Number(totalVideoDuration) && (
-                      <span
-                        style={{
-                          color: "#ff4d4f",
-                          fontSize: 11,
-                          fontWeight: 500,
-                          display: "inline-flex",
-                          alignItems: "center",
-                          gap: 2,
-                        }}
-                      >
-                        <WarningOutlined />
-                        时长不足
-                      </span>
-                    )}
-                  </span>
-                )}
+                ) : null}
                 <span>{isAiVoice(item) ? "按文本合成" : formatFileSize(getFileSize(item))}</span>
               </div>
             </div>
           )
         })}
       </div>
-
-      {/* 时长不足警告弹窗 */}
-      <Modal
-        title={
-          <span style={{ display: "flex", alignItems: "center", gap: 8 }}>
-            <WarningOutlined style={{ color: "#faad14" }} />
-            配音时长不足
-          </span>
-        }
-        open={durationWarningOpen}
-        onOk={handleConfirmUseAnyway}
-        onCancel={handleCancelSelection}
-        okText="仍要使用"
-        cancelText="重新选择"
-        okButtonProps={{ danger: true }}
-      >
-        {(() => {
-          const pendingMaterial = pendingVoiceId
-            ? materials.find((m) => m.id === pendingVoiceId)
-            : null
-          return (
-            <p>
-              该配音时长（
-              <strong>
-                {pendingMaterial ? formatDuration(getDuration(pendingMaterial)) : "--"}
-              </strong>
-              ）短于视频总时长（
-              <strong>{formatDuration(totalVideoDuration)}</strong>
-              ），播放时配音可能提前结束，建议选择更长的配音素材。
-            </p>
-          )
-        })()}
-      </Modal>
     </div>
   )
 }

apps/web/src/pages/generate/components/Step6CoverSettings.tsx

@@ -1,9 +1,16 @@
-import React from "react"
+/**
+ * Step 5 选择封面（Issue #1677 批量生成改造）
+ * - 单视频：保留原封面流程（自动生成/封面设置模板/封面预览）
+ * - N 个视频：N 张封面卡片，每张带对应视频标题，可逐个自动生成或上传
+ */
+import React, { useRef } from "react"
 import { Modal, Spin } from "antd"
+import { LoadingOutlined } from "@ant-design/icons"
 import type { CoverConfig } from "../types/cover"
 import type { GeneratedVideo } from "@/api/template-editor"
 import type { TitleSettings } from "../types"
 import { useStep6Cover } from "../hooks/useStep6Cover"
+import { useBatchCovers } from "../hooks/useBatchCovers"
 import Button from "@/components/ui/Button"
 import CoverSettingsModal from "./cover-settings/CoverSettingsModal"
 import CoverEditorModal from "./cover-settings/CoverEditorModal"
@@ -17,6 +24,15 @@ interface Step6CoverSettingsProps {
   titleSettings?: TitleSettings
   /** 确认生成步骤产出的最终视频列表 */
   generatedVideos: GeneratedVideo[]
+  /* ── 批量生成（#1677）── */
+  previewCount?: number
+  /** 每个变体的标题文字 */
+  previewTitles?: string[]
+  /** 每个变体的封面URL（按变体索引） */
+  previewCovers?: string[]
+  onPreviewCoversChange?: (urls: string[]) => void
+  /** 勾选的变体索引（批量封面按此顺序展示，与最终成片顺序一致） */
+  selectedVariantIndexes?: number[]
 }
 
 const Step6CoverSettings: React.FC<Step6CoverSettingsProps> = (props) => {
@@ -46,13 +62,173 @@ const Step6CoverSettings: React.FC<Step6CoverSettingsProps> = (props) => {
     generatedVideos: props.generatedVideos,
   })
 
-  const handleAutoGenerate = () => {
-    generateAutoCover()
-  }
+  const previewCount = props.previewCount || 1
+  const isBatch = previewCount > 1
+  const previewTitles = props.previewTitles || []
+  const previewCovers = props.previewCovers || []
+  /** 卡片展示的变体索引顺序：批量=勾选顺序（与成片顺序一致），单视频=[0] */
+  const cardIndexes =
+    isBatch && props.selectedVariantIndexes?.length
+      ? props.selectedVariantIndexes
+      : Array.from({ length: previewCount }, (_, i) => i)
+  const uploadInputRef = useRef<HTMLInputElement>(null)
+  const uploadTargetRef = useRef<number>(0)
+
+  const completedVideos = props.generatedVideos.filter((v) => v.status === "completed")
+  const batchTitles = cardIndexes.map((vi) => previewTitles[vi] || "")
+  const batchCoversList = cardIndexes.map((vi) => previewCovers[vi] || "")
+  const batchCovers = useBatchCovers({
+    selectedTemplate: props.selectedTemplate || "",
+    generatedVideos: props.generatedVideos,
+    titles: batchTitles,
+    titleStyle: {
+      font: props.titleSettings?.font || "思源黑体",
+      size: props.titleSettings?.size || 28,
+      color: props.titleSettings?.color || "#ffffff",
+      position: props.titleSettings?.position || "top",
+      bold: props.titleSettings?.bold ?? true,
+      stroke: props.titleSettings?.stroke ?? true,
+      shadow: props.titleSettings?.shadow ?? false,
+    },
+    covers: batchCoversList,
+    onCoversChange: (urls) => {
+      // 按卡片顺序写回对应变体索引
+      const next = [...(props.previewCovers || [])]
+      cardIndexes.forEach((vi, cardPos) => {
+        next[vi] = urls[cardPos] || ""
+      })
+      props.onPreviewCoversChange?.(next)
+    },
+  })
 
-  // 预览图：优先 thumbnail_url，其次 upload_url
   const previewUrl = coverSettings.thumbnail_url || coverSettings.upload_url
 
+  const handleUploadClick = (variantIndex: number) => {
+    uploadTargetRef.current = variantIndex
+    uploadInputRef.current?.click()
+  }
+
+  const handleFileChange = (e: React.ChangeEvent<HTMLInputElement>) => {
+    const file = e.target.files?.[0]
+    e.target.value = ""
+    if (file) {
+      const variantIndex = uploadTargetRef.current
+      const cardPos = cardIndexes.indexOf(variantIndex)
+      if (cardPos >= 0) void batchCovers.uploadOne(cardPos, file)
+    }
+  }
+
+  /* ── 批量封面 ── */
+  if (isBatch) {
+    return (
+      <div className="xx-form-section">
+        <h3>🖼️ 选择封面</h3>
+
+        <div
+          style={{
+            padding: "10px 14px",
+            background: "rgba(16, 185, 129, 0.08)",
+            borderRadius: 8,
+            marginBottom: 16,
+            border: "1px solid rgba(16, 185, 129, 0.15)",
+            fontSize: 13,
+            color: "var(--text-secondary, #666)",
+          }}
+        >
+          🎬 共 {completedVideos.length} 个成片，封面将从对应成片中智能选帧并叠加该视频的标题
+        </div>
+
+        <div style={{ display: "flex", gap: 8, marginBottom: 16 }}>
+          <Button
+            buttonType="primary"
+            onClick={() => void batchCovers.generateAll()}
+            disabled={completedVideos.length === 0 || batchCovers.loadingIndex !== null}
+          >
+            ✨ 一键全部自动生成
+          </Button>
+        </div>
+
+        <div className="xx-cover-grid">
+          {cardIndexes.map((variantIndex, cardPos) => {
+            const url = batchCoversList[cardPos]
+            const isLoading = batchCovers.loadingIndex === cardPos
+            const isUploading = batchCovers.uploadingIndex === cardPos
+            const title = batchTitles[cardPos]
+            return (
+              <div className="xx-cover-card" key={variantIndex}>
+                <div className="xx-cover-card-title">视频 {variantIndex + 1}</div>
+                <div className="xx-cover-card-box">
+                  {isLoading || isUploading ? (
+                    <div className="xx-cover-card-loading">
+                      <Spin indicator={<LoadingOutlined style={{ fontSize: 24 }} spin />} />
+                      <span>{isLoading ? "AI 选帧中…" : "上传中…"}</span>
+                    </div>
+                  ) : url ? (
+                    <img
+                      src={url}
+                      alt={`视频${variantIndex + 1}封面`}
+                      className="xx-cover-card-img"
+                    />
+                  ) : (
+                    <div className="xx-cover-card-placeholder">
+                      <span style={{ fontSize: 26 }}>🖼️</span>
+                      <span style={{ fontSize: 12 }}>未设置封面</span>
+                    </div>
+                  )}
+                  <div className="xx-cover-card-ratio">9:16</div>
+                </div>
+                {title && (
+                  <div
+                    style={{
+                      fontSize: 12,
+                      color: "var(--text-secondary, #666)",
+                      marginTop: 6,
+                      overflow: "hidden",
+                      textOverflow: "ellipsis",
+                      whiteSpace: "nowrap",
+                    }}
+                    title={title}
+                  >
+                    标题：{title}
+                  </div>
+                )}
+                <div style={{ display: "flex", gap: 6, marginTop: 8 }}>
+                  <button
+                    type="button"
+                    className="xx-btn xx-btn-primary xx-btn-sm"
+                    style={{ flex: 1, fontSize: 12, padding: "4px 8px" }}
+                    onClick={() => void batchCovers.generateOne(cardPos)}
+                    disabled={isLoading || isUploading}
+                  >
+                    {url ? "🔄 重新生成" : "✨ 自动生成"}
+                  </button>
+                  <button
+                    type="button"
+                    className="xx-btn xx-btn-ghost xx-btn-sm"
+                    style={{ flex: 1, fontSize: 12, padding: "4px 8px" }}
+                    onClick={() => handleUploadClick(variantIndex)}
+                    disabled={isLoading || isUploading}
+                  >
+                    📤 上传
+                  </button>
+                </div>
+              </div>
+            )
+          })}
+        </div>
+
+        <input
+          ref={uploadInputRef}
+          type="file"
+          accept="image/*"
+          style={{ display: "none" }}
+          onChange={handleFileChange}
+        />
+      </div>
+    )
+  }
+
+  /* ── 单视频：原有流程保持不变 ── */
   return (
     <div className="xx-form-section">
       <h3>🖼️ 选择封面</h3>
@@ -75,7 +251,7 @@ const Step6CoverSettings: React.FC<Step6CoverSettingsProps> = (props) => {
       )}
 
       <div className="xx-cover-actions">
-        <Button buttonType="primary" onClick={handleAutoGenerate} disabled={!finalVideo}>
+        <Button buttonType="primary" onClick={generateAutoCover} disabled={!finalVideo}>
           ✨ 自动生成封面
         </Button>
         <Button buttonType="ghost" onClick={() => setShowCoverSettings(true)}>

apps/web/src/pages/generate/components/Step7ConfirmGenerate.tsx

@@ -1,79 +0,0 @@
-/**
- * Step 7 确认生成组件
- */
-import React from "react"
-import type { EditingTemplate } from "@/api/editing-planner"
-import type { GeneratedVideo } from "@/api/template-editor"
-import type { CoverConfig } from "../types/cover"
-import type { VoiceClone } from "@/api/voice-clone"
-import type { PresetVoiceItem } from "@/api/voices"
-import { useStep7Generate } from "../hooks/useStep7Generate"
-import SummaryCard from "./step7-confirm/SummaryCard"
-import GenerationStatus from "./step7-confirm/GenerationStatus"
-
-interface Step7ConfirmGenerateProps {
-  templates: EditingTemplate[]
-  selectedTemplate: string
-  materialMode: "manual" | "auto"
-  selectedMaterials: string[]
-  smartSelectedIds: string[]
-  title: string
-  voiceMode: "preset" | "custom" | "clone"
-  selectedVoice: string
-  selectedClonedVoice: string
-  presetVoices: PresetVoiceItem[]
-  clonedVoices: VoiceClone[]
-  coverSettings: CoverConfig
-  generating: boolean
-  generated: boolean
-  generateError: string | null
-  progress: number
-  generatedVideos: GeneratedVideo[]
-  onRetry: () => void
-  onDismissError: () => void
-}
-
-const Step7ConfirmGenerate: React.FC<Step7ConfirmGenerateProps> = (props) => {
-  const {
-    templateName,
-    materialSummary,
-    title,
-    voiceName,
-    coverSummary,
-    generating,
-    generated,
-    generateError,
-    progress,
-    generatedVideos,
-    getGenerationPhase,
-    handleScrollToPreview,
-  } = useStep7Generate(props)
-
-  const { onRetry, onDismissError } = props
-
-  return (
-    <div className="xx-form-section">
-      <h3>✨ 确认生成</h3>
-      <SummaryCard
-        templateName={templateName}
-        materialSummary={materialSummary}
-        title={title}
-        voiceName={voiceName}
-        coverSummary={coverSummary}
-      />
-      <GenerationStatus
-        generating={generating}
-        generated={generated}
-        generateError={generateError}
-        progress={progress}
-        generatedVideos={generatedVideos}
-        getGenerationPhase={getGenerationPhase}
-        onScrollToPreview={handleScrollToPreview}
-        onRetry={onRetry}
-        onDismissError={onDismissError}
-      />
-    </div>
-  )
-}
-
-export default Step7ConfirmGenerate

apps/web/src/pages/generate/components/step7-confirm/SummaryCard.tsx

@@ -1,44 +0,0 @@
-import React from "react"
-
-interface SummaryCardProps {
-  templateName: string
-  materialSummary: string
-  title: string
-  voiceName: string
-  coverSummary: string
-}
-
-const SummaryCard: React.FC<SummaryCardProps> = ({
-  templateName,
-  materialSummary,
-  title,
-  voiceName,
-  coverSummary,
-}) => {
-  return (
-    <div className="xx-summary-card">
-      <div className="xx-summary-row">
-        <span className="xx-summary-label">模板</span>
-        <span className="xx-summary-value">{templateName}</span>
-      </div>
-      <div className="xx-summary-row">
-        <span className="xx-summary-label">素材</span>
-        <span className="xx-summary-value">{materialSummary}</span>
-      </div>
-      <div className="xx-summary-row">
-        <span className="xx-summary-label">标题</span>
-        <span className="xx-summary-value">{title || "未选择"}</span>
-      </div>
-      <div className="xx-summary-row">
-        <span className="xx-summary-label">配音</span>
-        <span className="xx-summary-value">{voiceName}</span>
-      </div>
-      <div className="xx-summary-row">
-        <span className="xx-summary-label">封面</span>
-        <span className="xx-summary-value">{coverSummary}</span>
-      </div>
-    </div>
-  )
-}
-
-export default SummaryCard

apps/web/src/pages/generate/constants.ts

@@ -37,6 +37,10 @@ export const STEPS = [
   { key: 6, label: "选择封面" },
 ]
 
+/* ── 批量生成限制 ── */
+export const MAX_PREVIEW_COUNT = 10
+export const MIN_PREVIEW_COUNT = 1
+
 /* ── 标题位置选项 ── */
 export const POSITION_OPTIONS = [
   { value: "top", label: "顶部" },

apps/web/src/pages/generate/generate.css

@@ -2900,3 +2900,545 @@
   color: rgba(255, 255, 255, 0.85);
   white-space: nowrap;
 }
+
+/* ================================================================
+   Issue #1677 多视频批量生成
+   ================================================================ */
+
+/* ── Step4 布局对调：左侧预览大区域，右侧标题边栏 ── */
+.xx-generate-layout.step4-layout {
+  grid-template-columns: 1fr 380px;
+  align-items: start;
+}
+
+.xx-generate-preview-col {
+  min-width: 0;
+  position: sticky;
+  top: 16px;
+}
+
+.xx-generate-preview-col .xx-form-section {
+  margin: 0;
+}
+
+.xx-title-sidebar {
+  max-height: calc(100vh - 140px);
+  overflow-y: auto;
+}
+
+/* ── 数量选择弹窗 ── */
+.xx-modal-mask {
+  position: fixed;
+  inset: 0;
+  background: rgba(0, 0, 0, 0.45);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  z-index: 1000;
+}
+
+.xx-modal-box {
+  background: var(--bg-primary, #fff);
+  border-radius: 16px;
+  padding: 28px;
+  width: 420px;
+  max-width: calc(100vw - 32px);
+  box-shadow: 0 12px 48px rgba(0, 0, 0, 0.18);
+}
+
+.xx-count-selector {
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  gap: 16px;
+  margin: 8px 0 16px;
+}
+
+.xx-count-btn {
+  width: 44px;
+  height: 44px;
+  border-radius: 50%;
+  border: 1px solid var(--border-primary, #d9d9d9);
+  background: var(--bg-secondary, #f5f5f5);
+  font-size: 22px;
+  line-height: 1;
+  cursor: pointer;
+  color: var(--text-primary, #333);
+  transition: all 0.15s;
+}
+
+.xx-count-btn:hover:not(:disabled) {
+  border-color: #1677ff;
+  color: #1677ff;
+}
+
+.xx-count-btn:disabled {
+  opacity: 0.4;
+  cursor: not-allowed;
+}
+
+.xx-count-input {
+  width: 88px;
+  height: 52px;
+  text-align: center;
+  font-size: 26px;
+  font-weight: 700;
+  border: 2px solid var(--border-primary, #d9d9d9);
+  border-radius: 12px;
+  color: var(--text-primary, #333);
+  background: var(--bg-primary, #fff);
+}
+
+.xx-count-input:focus {
+  outline: none;
+  border-color: #1677ff;
+}
+
+/* 隐藏 number input 上下箭头 */
+.xx-count-input::-webkit-outer-spin-button,
+.xx-count-input::-webkit-inner-spin-button {
+  -webkit-appearance: none;
+  margin: 0;
+}
+.xx-count-input {
+  -moz-appearance: textfield;
+  appearance: textfield;
+}
+
+.xx-count-quick {
+  display: flex;
+  gap: 8px;
+  justify-content: center;
+  margin-bottom: 20px;
+}
+
+.xx-count-chip {
+  padding: 6px 16px;
+  border-radius: 999px;
+  border: 1px solid var(--border-primary, #d9d9d9);
+  background: var(--bg-primary, #fff);
+  font-size: 13px;
+  cursor: pointer;
+  color: var(--text-secondary, #666);
+  transition: all 0.15s;
+}
+
+.xx-count-chip:hover {
+  border-color: #1677ff;
+  color: #1677ff;
+}
+
+.xx-count-chip.active {
+  background: #1677ff;
+  border-color: #1677ff;
+  color: #fff;
+}
+
+.xx-count-actions {
+  display: flex;
+  gap: 12px;
+}
+
+.xx-count-actions .xx-btn {
+  flex: 1;
+}
+
+/* ── 批量预览网格 ── */
+.xx-variant-grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fill, minmax(240px, 1fr));
+  gap: 16px;
+}
+
+.xx-variant-card {
+  position: relative;
+  border: 2px solid var(--border-primary, #e8e8e8);
+  border-radius: 12px;
+  padding: 10px;
+  background: var(--bg-primary, #fff);
+  cursor: pointer;
+  transition: all 0.18s;
+}
+
+.xx-variant-card:hover {
+  border-color: #91caff;
+}
+
+.xx-variant-card.selected {
+  border-color: #1677ff;
+  box-shadow: 0 0 0 3px rgba(22, 119, 255, 0.12);
+}
+
+.xx-variant-card.failed {
+  border-color: #ffccc7;
+  cursor: default;
+}
+
+.xx-variant-check {
+  position: absolute;
+  top: 14px;
+  left: 14px;
+  z-index: 3;
+  width: 26px;
+  height: 26px;
+  border-radius: 50%;
+  border: 2px solid #fff;
+  background: rgba(0, 0, 0, 0.35);
+  color: #fff;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 14px;
+  font-weight: 700;
+}
+
+.xx-variant-check.checked {
+  background: #1677ff;
+  border-color: #1677ff;
+}
+
+.xx-variant-index {
+  font-size: 13px;
+  font-weight: 600;
+  color: var(--text-secondary, #666);
+  margin-bottom: 8px;
+}
+
+.xx-variant-video-wrap {
+  position: relative;
+  border-radius: 8px;
+  overflow: hidden;
+  background: #000;
+  aspect-ratio: 9 / 16;
+  max-height: 420px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+}
+
+.xx-variant-loading,
+.xx-variant-failed {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 10px;
+  color: var(--text-secondary, #999);
+  font-size: 12px;
+  padding: 16px;
+  text-align: center;
+}
+
+.xx-variant-progress {
+  width: 120px;
+  height: 4px;
+  border-radius: 2px;
+  background: rgba(255, 255, 255, 0.25);
+  overflow: hidden;
+}
+
+.xx-variant-progress-bar {
+  height: 100%;
+  background: #1677ff;
+  border-radius: 2px;
+  transition: width 0.4s;
+}
+
+.xx-variant-progress-text {
+  color: rgba(255, 255, 255, 0.85);
+  font-size: 12px;
+}
+
+.xx-variant-title-overlay {
+  position: absolute;
+  left: 8%;
+  right: 8%;
+  text-align: center;
+  font-weight: 700;
+  line-height: 1.3;
+  pointer-events: none;
+  text-shadow: 0 1px 3px rgba(0, 0, 0, 0.7);
+  word-break: break-all;
+}
+
+.xx-variant-title-overlay.pos-top {
+  top: 8%;
+}
+
+.xx-variant-title-overlay.pos-center {
+  top: 50%;
+  transform: translateY(-50%);
+}
+
+.xx-variant-title-overlay.pos-bottom,
+.xx-variant-title-overlay.pos-custom {
+  bottom: 10%;
+}
+
+.xx-variant-footer {
+  min-height: 22px;
+  margin-top: 8px;
+  font-size: 12px;
+}
+
+.xx-variant-ready-tag {
+  color: #52c41a;
+  display: inline-flex;
+  align-items: center;
+  gap: 4px;
+}
+
+.xx-variant-skip-tag {
+  color: var(--text-tertiary, #999);
+}
+
+/* ── 批量配音列表 ── */
+.xx-per-voice-list {
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+}
+
+.xx-per-voice-list .xx-form-section {
+  margin: 0;
+}
+
+/* ── 批量封面网格 ── */
+.xx-cover-grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fill, minmax(180px, 1fr));
+  gap: 16px;
+}
+
+.xx-cover-card {
+  border: 1px solid var(--border-primary, #e8e8e8);
+  border-radius: 12px;
+  padding: 10px;
+  background: var(--bg-primary, #fff);
+}
+
+.xx-cover-card-title {
+  font-size: 13px;
+  font-weight: 600;
+  color: var(--text-secondary, #666);
+  margin-bottom: 8px;
+}
+
+.xx-cover-card-box {
+  position: relative;
+  border-radius: 8px;
+  overflow: hidden;
+  background: #000;
+  aspect-ratio: 9 / 16;
+  max-height: 300px;
+}
+
+.xx-cover-card-img {
+  width: 100%;
+  height: 100%;
+  object-fit: cover;
+  display: block;
+}
+
+.xx-cover-card-placeholder,
+.xx-cover-card-loading {
+  position: absolute;
+  inset: 0;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  gap: 8px;
+  color: var(--text-tertiary, #999);
+  background: var(--bg-secondary, #f7f7f7);
+  font-size: 13px;
+}
+
+.xx-cover-card-ratio {
+  position: absolute;
+  right: 6px;
+  bottom: 6px;
+  background: rgba(0, 0, 0, 0.55);
+  color: #fff;
+  font-size: 10px;
+  padding: 1px 6px;
+  border-radius: 4px;
+}
+
+/* ── 响应式：窄屏 Step4 回退单列 ── */
+@media (max-width: 960px) {
+  .xx-generate-layout.step4-layout {
+    grid-template-columns: 1fr;
+  }
+
+  .xx-generate-preview-col {
+    position: static;
+  }
+
+  .xx-title-sidebar {
+    max-height: none;
+  }
+}
+
+/* ============================================================
+   批量前端 Canvas 预览网格（Issue #1677 修正：纯前端实时预览）
+   ============================================================ */
+.xx-canvas-grid {
+  display: grid;
+  grid-template-columns: repeat(2, 1fr);
+  gap: 16px;
+}
+
+.xx-canvas-grid-card {
+  border: 2px solid var(--border-primary, #e2e8f0);
+  border-radius: 12px;
+  overflow: hidden;
+  background: #000;
+  transition: border-color 0.2s ease;
+  min-width: 0;
+}
+
+.xx-canvas-grid-card.selected {
+  border-color: var(--primary-color, #1677ff);
+  box-shadow: 0 0 0 2px rgba(22, 119, 255, 0.15);
+}
+
+.xx-canvas-grid-card-bar {
+  position: relative;
+  z-index: 2;
+  display: flex;
+  align-items: center;
+  padding: 6px 10px;
+  background: var(--bg-surface, #fff);
+  border-bottom: 1px solid var(--border-primary, #e2e8f0);
+}
+
+.xx-canvas-grid-check {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+  font-size: 13px;
+  font-weight: 500;
+  color: var(--text-primary, #1a1a1a);
+  cursor: pointer;
+  user-select: none;
+}
+
+.xx-canvas-grid-check input[type="checkbox"] {
+  width: 15px;
+  height: 15px;
+  cursor: pointer;
+  accent-color: var(--primary-color, #1677ff);
+}
+
+/* ============================================================
+   批量标题：AI 一键生成行（Issue #1677）
+   ============================================================ */
+.xx-batch-ai-row {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  gap: 8px;
+  padding: 10px 12px;
+  margin-bottom: 12px;
+  background: var(--bg-secondary, #f7f8fa);
+  border: 1px dashed var(--border-primary, #d9d9d9);
+  border-radius: 10px;
+}
+
+.xx-batch-ai-row .xx-form-field {
+  margin: 0;
+  flex: 1;
+  min-width: 140px;
+}
+
+.xx-batch-titles {
+  display: flex;
+  flex-direction: column;
+  gap: 10px;
+}
+
+/* ============================================================
+   第5步确认生成：批量渲染进度网格（Issue #1677）
+   ============================================================ */
+.xx-batch-gen-grid {
+  display: grid;
+  grid-template-columns: repeat(2, 1fr);
+  gap: 16px;
+}
+
+.xx-batch-gen-card {
+  border: 1px solid var(--border-primary, #e2e8f0);
+  border-radius: 12px;
+  padding: 14px;
+  background: var(--bg-surface, #fff);
+  display: flex;
+  flex-direction: column;
+  gap: 10px;
+  min-width: 0;
+}
+
+.xx-batch-gen-card.status-completed {
+  border-color: rgba(82, 196, 26, 0.4);
+  background: rgba(82, 196, 26, 0.04);
+}
+
+.xx-batch-gen-card.status-failed {
+  border-color: rgba(239, 68, 68, 0.4);
+  background: rgba(239, 68, 68, 0.04);
+}
+
+.xx-batch-gen-card-head {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 8px;
+}
+
+.xx-batch-gen-card-title {
+  font-size: 14px;
+  font-weight: 600;
+  color: var(--text-primary, #1a1a1a);
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.xx-batch-gen-card-body {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+}
+
+.xx-batch-gen-card-pct {
+  font-size: 13px;
+  color: var(--text-secondary, #666);
+  text-align: right;
+}
+
+.xx-batch-gen-card-done {
+  font-size: 13px;
+  color: var(--success-color, #52c41a);
+  padding: 8px 0;
+}
+
+.xx-batch-gen-card-failed {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  align-items: flex-start;
+}
+
+.xx-batch-gen-card-err {
+  font-size: 13px;
+  color: var(--error-color, #ef4444);
+  line-height: 1.5;
+  word-break: break-word;
+}
+
+/* ── 响应式：窄屏批量网格回退单列 ── */
+@media (max-width: 960px) {
+  .xx-canvas-grid,
+  .xx-batch-gen-grid {
+    grid-template-columns: 1fr;
+  }
+}

apps/web/src/pages/generate/hooks/generate-video/types.ts

@@ -29,6 +29,19 @@ export interface UseGenerateVideoProps {
   }
   /** 生成成功后的回调（用于清除持久化的 previewTaskId 等状态） */
   onGenerationSuccess?: () => void
+  /* ── 批量生成（#1677）── */
+  /** 生成数量（1=单条旧逻辑，>1=批量） */
+  previewCount?: number
+  /** 每个变体的标题文字（长度=count 时各自独立） */
+  variantTitles?: string[]
+  /** 独立配音模式下每个变体的配音ID（空数组=共用 selectedVoice） */
+  variantVoiceLibraryIds?: string[]
+  /** 是否独立配音 */
+  voiceModePerVideo?: boolean
+  /** 每个变体的封面URL（空数组=回退 coverSettings） */
+  variantCoverUrls?: string[]
+  /** 勾选要生成的变体索引（批量模式） */
+  selectedVariantIndexes?: number[]
 }
 
 /** 生成阶段 */
@@ -44,7 +57,7 @@ export interface UseGenerateVideoResult {
   generated: boolean
   generateError: string | null
   generatedVideos: GeneratedVideo[]
-  generate: () => Promise<void>
+  generate: () => Promise<boolean>
   retry: () => void
   dismissError: () => void
   download: () => Promise<void>

apps/web/src/pages/generate/hooks/generate-video/useGenerationPolling.ts

@@ -1,14 +1,28 @@
-import { useRef, useCallback } from "react"
+import { useRef, useCallback, useState } from "react"
 import { message } from "antd"
 import axios from "axios"
-import { getGenerationTask } from "@/api/tasks/tasks"
+import { getGenerationTask, retryTask as retryGenerationTaskApi } from "@/api/tasks/tasks"
 import { getGenerationTaskResults } from "@/api/template-editor"
 import { safeExtractError } from "./errorUtils"
 
+/** 批量生成时单个任务的实时状态（Issue #1677 第5步确认生成页） */
+export interface BatchTaskState {
+  taskId: string
+  /** 变体序号（0-based，与标题/封面数组对齐） */
+  variantIndex: number
+  status: "running" | "completed" | "failed"
+  progress: number
+  error: string | null
+  /** 完成后的成片视频 */
+  videos: unknown[]
+}
+
 interface UseGenerationPollingOptions {
   onProgress: (progress: number) => void
   onComplete: (videos: unknown[]) => void
   onFailed: (errorMsg: string) => void
+  /** 批量：单任务状态变化（第5步逐卡片展示） */
+  onBatchTaskUpdate?: (taskId: string, patch: Partial<BatchTaskState>) => void
 }
 
 /** 最大连续错误次数（仅对可重试错误），超过后终止轮询 */
@@ -17,31 +31,30 @@ const MAX_RETRYABLE_ERRORS = 10
 const MAX_RESULTS_RETRIES = 3
 
 /**
- * 生成状态轮询 Hook（v2 — 改用 /generation/tasks/{task_id}）
+ * 生成状态轮询 Hook（v4 — 批量任务独立状态 + 单任务重试）
  *
- * 旧版轮询 GET /templates/{id}/editor/generation-status 依赖 plan 维度状态，
- * 在编辑流程数据链路断裂时拿不到 task_id。新版直接使用 POST /generation/tasks
- * 返回的 task_id 轮询任务详情，不再依赖 plan。
- *
- * 错误处理：
- * - 4xx（尤其 404）视为不可恢复，立即 onFailed，不再重试
- * - 5xx / 网络错误重试，最多连续 MAX_RETRYABLE_ERRORS 次
- * - 任务完成后获取结果失败会重试 MAX_RESULTS_RETRIES 次，仍失败则 onFailed
+ * startPolling(taskId) 轮询单个任务；
+ * startPollingBatch(tasks) 并行轮询 N 个任务：
+ * - 每个任务独立进度/状态/失败，通过 onBatchTaskUpdate 实时回传
+ * - 全部成功才 onComplete（聚合视频按变体顺序）；任一失败不影响其他任务继续
+ * - retryTask(taskId) 单独重试失败任务（重新轮询，后端任务仍在跑则直接接续）
  */
-export const useGenerationPolling = ({
+export function useGenerationPolling({
   onProgress,
   onComplete,
   onFailed,
-}: UseGenerationPollingOptions) => {
-  const progressTimer = useRef<ReturnType<typeof setTimeout>>()
+  onBatchTaskUpdate,
+}: UseGenerationPollingOptions) {
+  const progressTimer = useRef<ReturnType<typeof setTimeout>[]>([])
   const cancelledRef = useRef(false)
+  /** 批量任务上下文：taskId → 变体序号 */
+  const batchContextRef = useRef<Map<string, number>>(new Map())
+  const [, forceTick] = useState(0)
 
   const clearTimer = useCallback(() => {
     cancelledRef.current = true
-    if (progressTimer.current) {
-      clearTimeout(progressTimer.current)
-      progressTimer.current = undefined
-    }
+    progressTimer.current.forEach((t) => clearTimeout(t))
+    progressTimer.current = []
   }, [])
 
   /** 任务完成后拉取结果列表，带重试 */
@@ -62,85 +75,237 @@ export const useGenerationPolling = ({
     [],
   )
 
+  const extractErrorMessage = (pollErr: unknown, status: number): string => {
+    const msg =
+      (axios.isAxiosError(pollErr) &&
+        (pollErr.response?.data as { detail?: string; message?: string } | undefined)?.detail) ||
+      (axios.isAxiosError(pollErr) &&
+        (pollErr.response?.data as { detail?: string; message?: string } | undefined)?.message) ||
+      `查询任务失败 (${status})`
+    return safeExtractError(msg)
+  }
+
+  /**
+   * 轮询单个任务。
+   * - isBatch=true：状态变化通过 onBatchTaskUpdate 回传，不触发整体 onProgress/onComplete
+   * - resolve(videos) 成功；reject(Error) 失败
+   */
+  const pollSingleTask = useCallback(
+    (
+      taskId: string,
+      runId: number,
+      callbacks?: {
+        onTaskProgress?: (pct: number) => void
+        onTaskCompleted?: (videos: unknown[]) => void
+        onTaskFailed?: (msg: string) => void
+      },
+    ): Promise<unknown[]> => {
+      return new Promise((resolve, reject) => {
+        let consecutiveErrors = 0
+        let done = false
+
+        const poll = async () => {
+          if (cancelledRef.current || done) return
+          try {
+            const task = await getGenerationTask(taskId)
+            if (cancelledRef.current || done) return
+            consecutiveErrors = 0
+
+            if (task.status === "completed") {
+              done = true
+              const videos = await fetchResultsWithRetry(taskId)
+              if (cancelledRef.current) return
+              if (videos === null) {
+                const msg = "视频已生成，但获取结果列表失败，请稍后在任务列表查看"
+                callbacks?.onTaskFailed?.(msg)
+                reject(new Error(msg))
+                return
+              }
+              callbacks?.onTaskCompleted?.(videos)
+              resolve(videos)
+              return
+            }
+
+            if (task.status === "failed" || task.status === "cancelled") {
+              done = true
+              const rawMsg =
+                task.error_info?.error_message ||
+                task.error_message ||
+                (task.status === "cancelled" ? "任务已取消" : "视频生成失败，请联系管理员或重试")
+              const msg = safeExtractError(rawMsg)
+              callbacks?.onTaskFailed?.(msg)
+              reject(new Error(msg))
+              return
+            }
+
+            const pct = Math.max(0, Math.min(99, Math.round(Number(task.progress) || 0)))
+            callbacks?.onTaskProgress?.(pct)
+            if (!callbacks && runId === 0) {
+              onProgress(pct)
+            }
+            const timer = setTimeout(poll, 2000)
+            progressTimer.current.push(timer)
+          } catch (pollErr) {
+            if (cancelledRef.current || done) return
+            console.error("[轮询出错] taskId:", taskId, pollErr)
+            const status = axios.isAxiosError(pollErr) ? pollErr.response?.status : undefined
+            if (status && status >= 400 && status < 500) {
+              done = true
+              const msg = extractErrorMessage(pollErr, status)
+              callbacks?.onTaskFailed?.(msg)
+              reject(new Error(msg))
+              return
+            }
+            consecutiveErrors += 1
+            if (consecutiveErrors >= MAX_RETRYABLE_ERRORS) {
+              done = true
+              const msg = "任务状态查询连续失败，请稍后在任务列表查看结果"
+              callbacks?.onTaskFailed?.(msg)
+              reject(new Error(msg))
+              return
+            }
+            const timer = setTimeout(poll, 3000)
+            progressTimer.current.push(timer)
+          }
+        }
+
+        const timer = setTimeout(poll, 1500)
+        progressTimer.current.push(timer)
+      })
+    },
+    [onProgress, fetchResultsWithRetry],
+  )
+
+  /** 单任务轮询（单视频，兼容旧调用） */
   const startPolling = useCallback(
     (taskId: string) => {
       cancelledRef.current = false
-      let consecutiveErrors = 0
-
-      const poll = async () => {
-        if (cancelledRef.current) return
-        try {
-          const task = await getGenerationTask(taskId)
-          consecutiveErrors = 0
-
-          if (task.status === "completed") {
-            onProgress(100)
-            const videos = await fetchResultsWithRetry(taskId)
-            if (cancelledRef.current) return
-            if (videos === null) {
-              const errorMsg = "视频已生成，但获取结果列表失败，请稍后在任务列表查看"
-              console.error("[生成结果获取失败] taskId:", taskId)
-              onFailed(errorMsg)
-              message.error(errorMsg)
-              return
-            }
-            onComplete(videos)
-            message.success("视频生成完成！")
-            return
-          }
-
-          if (task.status === "failed" || task.status === "cancelled") {
-            const rawMsg =
-              task.error_info?.error_message ||
-              task.error_message ||
-              (task.status === "cancelled" ? "任务已取消" : "视频生成失败，请联系管理员或重试")
-            const errorMsg = safeExtractError(rawMsg)
-            console.error("[生成失败] taskId:", taskId, "响应:", task)
-            onFailed(errorMsg)
-            message.error(errorMsg)
-            return
-          }
-
-          // pending / waiting / running — 继续轮询
-          const pct = Math.max(0, Math.min(99, Math.round(Number(task.progress) || 0)))
-          onProgress(pct)
-          progressTimer.current = setTimeout(poll, 2000)
-        } catch (pollErr) {
+      batchContextRef.current.clear()
+      pollSingleTask(taskId, 0)
+        .then((videos) => {
           if (cancelledRef.current) return
-          console.error("[轮询出错] taskId:", taskId, pollErr)
+          onProgress(100)
+          onComplete(videos)
+          message.success("视频生成完成！")
+        })
+        .catch((err: Error) => {
+          if (cancelledRef.current) return
+          console.error("[生成失败] taskId:", taskId, err.message)
+          onFailed(err.message)
+          message.error(err.message)
+        })
+    },
+    [pollSingleTask, onProgress, onComplete, onFailed],
+  )
 
-          // 4xx 不可恢复，立即失败
-          const status = axios.isAxiosError(pollErr) ? pollErr.response?.status : undefined
-          if (status && status >= 400 && status < 500) {
-            const msg =
-              (axios.isAxiosError(pollErr) &&
-                (pollErr.response?.data as { detail?: string; message?: string } | undefined)
-                  ?.detail) ||
-              (axios.isAxiosError(pollErr) &&
-                (pollErr.response?.data as { detail?: string; message?: string } | undefined)
-                  ?.message) ||
-              `查询任务失败 (${status})`
-            const errorMsg = safeExtractError(msg)
-            onFailed(errorMsg)
-            message.error(errorMsg)
-            return
-          }
+  /**
+   * 批量多任务轮询：
+   * - 每个任务独立进度/状态回传 onBatchTaskUpdate
+   * * 全部完成后按变体顺序聚合视频 onComplete
+   * - 部分失败：整体不 onFailed（第5步逐卡片展示失败+重试按钮）；全部失败才 onFailed
+   */
+  const startPollingBatch = useCallback(
+    (tasks: { taskId: string; variantIndex: number }[]) => {
+      cancelledRef.current = false
+      const runId = Date.now()
+      const progressMap = new Map<string, number>()
+      const resultMap = new Map<string, unknown[]>()
+      const failureMap = new Map<string, string>()
+      batchContextRef.current = new Map(tasks.map((t) => [t.taskId, t.variantIndex]))
 
-          consecutiveErrors += 1
-          if (consecutiveErrors >= MAX_RETRYABLE_ERRORS) {
-            const errorMsg = "任务状态查询连续失败，请稍后在任务列表查看结果"
-            onFailed(errorMsg)
-            message.error(errorMsg)
-            return
-          }
-          progressTimer.current = setTimeout(poll, 3000)
+      const reportAggregateProgress = () => {
+        if (cancelledRef.current) return
+        const values = tasks.map((t) => progressMap.get(t.taskId) ?? 0)
+        const avg = Math.round(values.reduce((a, b) => a + b, 0) / Math.max(values.length, 1))
+        onProgress(Math.min(avg, 99))
+      }
+
+      const checkAllSettled = () => {
+        if (resultMap.size + failureMap.size < tasks.length) return
+        if (resultMap.size === tasks.length) {
+          onProgress(100)
+          const ordered = tasks.map((t) => resultMap.get(t.taskId) || []).flat()
+          onComplete(ordered)
+          message.success(`全部 ${tasks.length} 个视频生成完成！`)
+        } else if (resultMap.size > 0) {
+          // 部分失败：成功的视频聚合进成片列表（可进封面），失败卡片带重试按钮
+          onProgress(100)
+          const ordered = tasks
+            .filter((t) => resultMap.has(t.taskId))
+            .map((t) => resultMap.get(t.taskId) || [])
+            .flat()
+          onComplete(ordered)
+          message.warning(
+            `${failureMap.size} 个视频生成失败，可点击卡片上的「重试此视频」，成功的视频可先进入下一步`,
+          )
+        } else {
+          const firstMsg = failureMap.get(tasks[0].taskId) || "全部视频生成失败"
+          onFailed(firstMsg)
         }
       }
 
-      progressTimer.current = setTimeout(poll, 1500)
+      tasks.forEach(({ taskId, variantIndex }) => {
+        onBatchTaskUpdate?.(taskId, {
+          taskId,
+          variantIndex,
+          status: "running",
+          progress: 0,
+          error: null,
+          videos: [],
+        })
+        pollSingleTask(taskId, runId, {
+          onTaskProgress: (pct) => {
+            progressMap.set(taskId, pct)
+            onBatchTaskUpdate?.(taskId, { status: "running", progress: pct })
+            reportAggregateProgress()
+          },
+          onTaskCompleted: (videos) => {
+            progressMap.set(taskId, 100)
+            resultMap.set(taskId, videos)
+            onBatchTaskUpdate?.(taskId, { status: "completed", progress: 100, videos })
+            reportAggregateProgress()
+            checkAllSettled()
+          },
+          onTaskFailed: (msg) => {
+            failureMap.set(taskId, msg)
+            onBatchTaskUpdate?.(taskId, { status: "failed", error: msg })
+            checkAllSettled()
+          },
+        }).catch(() => {
+          // 失败已在 onTaskFailed 处理，这里吞掉 Promise rejection
+        })
+      })
     },
-    [onProgress, onComplete, onFailed, fetchResultsWithRetry],
+    [pollSingleTask, onProgress, onComplete, onFailed, onBatchTaskUpdate],
   )
 
-  return { startPolling, clearTimer }
+  /** 单独重试失败任务（第5步卡片「重试此视频」）：先调后端重试接口，再轮询 */
+  const retryTask = useCallback(
+    async (taskId: string) => {
+      if (cancelledRef.current) cancelledRef.current = false
+      const variantIndex = batchContextRef.current.get(taskId) ?? 0
+      onBatchTaskUpdate?.(taskId, { status: "running", progress: 0, error: null, videos: [] })
+      try {
+        await retryGenerationTaskApi(taskId)
+      } catch (err) {
+        // 后端不支持重试或任务不可重试：直接重新轮询（任务可能已被自动恢复）
+        console.warn("[重试任务接口调用失败，改为直接轮询]", err)
+      }
+      pollSingleTask(taskId, Date.now(), {
+        onTaskProgress: (pct) => onBatchTaskUpdate?.(taskId, { status: "running", progress: pct }),
+        onTaskCompleted: (videos) => {
+          onBatchTaskUpdate?.(taskId, { status: "completed", progress: 100, videos })
+          message.success(`视频 ${variantIndex + 1} 重试成功`)
+        },
+        onTaskFailed: (msg) => onBatchTaskUpdate?.(taskId, { status: "failed", error: msg }),
+      }).catch(() => {
+        /* 失败已在回调处理 */
+      })
+      forceTick((n) => n + 1)
+      return variantIndex
+    },
+    [pollSingleTask, onBatchTaskUpdate],
+  )
+
+  return { startPolling, startPollingBatch, retryTask, clearTimer }
 }

apps/web/src/pages/generate/hooks/useBatchCovers.ts

@@ -0,0 +1,150 @@
+/**
+ * 批量封面 Hook（Issue #1677）
+ * N 个视频时：逐个自动生成封面（从对应成片抽帧 + 叠加对应标题）或上传自定义封面
+ */
+import { useCallback, useState } from "react"
+import { message } from "antd"
+import { generateCover } from "@/api/generation"
+import { uploadAssetDirect, getAssetLibraries } from "@/api/assets"
+import type { GeneratedVideo } from "@/api/template-editor"
+
+interface UseBatchCoversOptions {
+  selectedTemplate: string
+  generatedVideos: GeneratedVideo[]
+  /** 每个变体的标题文字 */
+  titles: string[]
+  /** 标题样式（全局共用） */
+  titleStyle: {
+    font: string
+    size: number
+    color: string
+    position: string
+    bold: boolean
+    stroke: boolean
+    shadow: boolean
+  }
+  covers: string[]
+  onCoversChange: (urls: string[]) => void
+}
+
+export function useBatchCovers({
+  selectedTemplate,
+  generatedVideos,
+  titles,
+  titleStyle,
+  covers,
+  onCoversChange,
+}: UseBatchCoversOptions) {
+  const [loadingIndex, setLoadingIndex] = useState<number | null>(null)
+  const [uploadingIndex, setUploadingIndex] = useState<number | null>(null)
+
+  const patchCover = useCallback(
+    (index: number, url: string) => {
+      const next = [...covers]
+      next[index] = url
+      onCoversChange(next)
+    },
+    [covers, onCoversChange],
+  )
+
+  /** 为第 index 个视频自动生成封面 */
+  const generateOne = useCallback(
+    async (index: number) => {
+      const finalVideos = generatedVideos.filter((v) => v.status === "completed")
+      const target = finalVideos[index] || generatedVideos[index]
+      if (!target) {
+        message.warning("该视频尚未生成完成")
+        return
+      }
+      setLoadingIndex(index)
+      try {
+        const titleText = titles[index] || ""
+        const response = await generateCover(selectedTemplate, {
+          generated_video_id: target.id,
+          video_url: target.file_url || target.download_url || "",
+          cover_type: "ai_frame",
+          ...(titleText
+            ? {
+                title_config: {
+                  text: titleText,
+                  font: titleStyle.font,
+                  font_size: titleStyle.size,
+                  font_color: titleStyle.color,
+                  position: titleStyle.position,
+                  bold: titleStyle.bold,
+                  stroke: titleStyle.stroke,
+                  shadow: titleStyle.shadow,
+                },
+              }
+            : {}),
+        })
+        const url = response.cover?.image_url || response.cover?.thumbnail_url || ""
+        if (url) {
+          patchCover(index, url)
+          message.success(`视频 ${index + 1} 封面生成成功`)
+        } else {
+          message.warning(`视频 ${index + 1} 封面生成未返回图片，请重试`)
+        }
+      } catch (err) {
+        console.error(`[封面] 视频 ${index + 1} 生成失败:`, err)
+        message.error(`视频 ${index + 1} 封面生成失败，请重试`)
+      } finally {
+        setLoadingIndex(null)
+      }
+    },
+    [generatedVideos, titles, titleStyle, selectedTemplate, patchCover],
+  )
+
+  /** 为第 index 个视频上传自定义封面 */
+  const uploadOne = useCallback(
+    async (index: number, file: File) => {
+      setUploadingIndex(index)
+      try {
+        const libs = await getAssetLibraries()
+        const imageLib = libs.find((l) => l.kind === "image") || libs[0]
+        if (!imageLib) {
+          message.error("未找到素材库，请先创建")
+          return
+        }
+        const result = await uploadAssetDirect({
+          file,
+          library_id: imageLib.id,
+        })
+        const url = result?.url || ""
+        if (url) {
+          patchCover(index, url)
+          message.success(`视频 ${index + 1} 封面已上传`)
+        } else {
+          message.warning("上传完成但未获取到图片URL，请重试")
+        }
+      } catch (err) {
+        console.error(`[封面] 视频 ${index + 1} 上传失败:`, err)
+        message.error("封面上传失败，请重试")
+      } finally {
+        setUploadingIndex(null)
+      }
+    },
+    [patchCover],
+  )
+
+  /** 一键全部自动生成（串行，避免队列限流） */
+  const generateAll = useCallback(async () => {
+    const finalVideos = generatedVideos.filter((v) => v.status === "completed")
+    for (let i = 0; i < finalVideos.length; i++) {
+      if (covers[i]) continue // 已有封面跳过
+      // eslint-disable-next-line no-await-in-loop
+      await generateOne(i)
+    }
+    message.success("全部封面已生成")
+  }, [generatedVideos, covers, generateOne])
+
+  return {
+    loadingIndex,
+    uploadingIndex,
+    generateOne,
+    uploadOne,
+    generateAll,
+  }
+}
+
+export default useBatchCovers

apps/web/src/pages/generate/hooks/useGenerateFormState/index.ts

@@ -1,6 +1,6 @@
 /**
  * GeneratePage 表单状态管理
- * 集中管理 7 步向导的所有共享状态、API 加载、URL 参数解析
+ * 集中管理 5 步向导的所有共享状态、API 加载、URL 参数解析
  */
 import { useState } from "react"
 import { useSearchParams } from "react-router-dom"
@@ -100,6 +100,26 @@ export interface GenerateFormState {
   /** 从预览响应中提取的 source_edit_plan_id（供 fallback 路径使用） */
   storedSourceEditPlanId: string | null
   setStoredSourceEditPlanId: (planId: string | null) => void
+
+  /* ── 批量生成（Issue #1677）── */
+  /** 生成数量（1~10），1=单条旧逻辑 */
+  previewCount: number
+  setPreviewCount: (n: number) => void
+  /** 每个变体的标题文字，长度=previewCount；[0] 与 titleSettings.title 保持同步 */
+  previewTitles: string[]
+  setPreviewTitles: (titles: string[] | ((prev: string[]) => string[])) => void
+  /** false=所有视频共用一个配音；true=每个视频独立配音 */
+  voiceModePerVideo: boolean
+  setVoiceModePerVideo: (v: boolean) => void
+  /** 独立配音模式下每个变体的配音素材ID，长度=previewCount */
+  voiceLibraryIds: string[]
+  setVoiceLibraryIds: (ids: string[] | ((prev: string[]) => string[])) => void
+  /** 每个变体的封面URL（自动生成或上传），长度=previewCount，空串=未设置 */
+  previewCovers: string[]
+  setPreviewCovers: (urls: string[] | ((prev: string[]) => string[])) => void
+  /** 确认生成时勾选的变体索引 */
+  selectedVariantIds: number[]
+  setSelectedVariantIds: (ids: number[] | ((prev: number[]) => number[])) => void
 }
 
 export const useGenerateFormState = (): GenerateFormState => {
@@ -185,6 +205,14 @@ export const useGenerateFormState = (): GenerateFormState => {
     null,
   )
 
+  /* ── 批量生成状态（Issue #1677）── */
+  const [previewCount, setPreviewCount] = useState(1)
+  const [previewTitles, setPreviewTitles] = useState<string[]>([""])
+  const [voiceModePerVideo, setVoiceModePerVideo] = useState(false)
+  const [voiceLibraryIds, setVoiceLibraryIds] = useState<string[]>([""])
+  const [previewCovers, setPreviewCovers] = useState<string[]>([""])
+  const [selectedVariantIds, setSelectedVariantIds] = useState<number[]>([0])
+
   /* ── 从 URL / 编辑计划加载配置 ── */
   usePlanConfigLoader({
     editPlanId,
@@ -233,5 +261,17 @@ export const useGenerateFormState = (): GenerateFormState => {
     setPreviewTaskId,
     storedSourceEditPlanId,
     setStoredSourceEditPlanId,
+    previewCount,
+    setPreviewCount,
+    previewTitles,
+    setPreviewTitles,
+    voiceModePerVideo,
+    setVoiceModePerVideo,
+    voiceLibraryIds,
+    setVoiceLibraryIds,
+    previewCovers,
+    setPreviewCovers,
+    selectedVariantIds,
+    setSelectedVariantIds,
   }
 }

apps/web/src/pages/generate/hooks/useGenerateVideo.ts

@@ -2,13 +2,13 @@
  * 视频生成 Hook
  * 封装视频生成的核心逻辑、状态管理、轮询等
  */
-import { useState, useCallback } from "react"
+import { useState, useCallback, useEffect } from "react"
 import { message } from "antd"
 import { type GeneratedVideo, getEditPlanClips, createClipsFromAssets } from "@/api/template-editor"
 import { createGenerationTask } from "@/api/tasks/tasks"
 import type { UseGenerateVideoProps } from "./generate-video/types"
 import { getGenerationPhase } from "./generate-video/phase"
-import { useGenerationPolling } from "./generate-video/useGenerationPolling"
+import { useGenerationPolling, type BatchTaskState } from "./generate-video/useGenerationPolling"
 import { validateGenerateInputs } from "./generate-video/buildPayload"
 import { calculateResolution } from "../utils/calculateResolution"
 import { extractBackendError, translateError } from "./generate-video/errorUtils"
@@ -22,6 +22,32 @@ export function useGenerateVideo(props: UseGenerateVideoProps) {
   const [generated, setGenerated] = useState(false)
   const [generateError, setGenerateError] = useState<string | null>(null)
   const [generatedVideos, setGeneratedVideos] = useState<GeneratedVideo[]>([])
+  /** 批量模式：每个正式生成任务的独立状态（第5步逐卡片展示） */
+  const [batchTasks, setBatchTasks] = useState<BatchTaskState[]>([])
+
+  const handleBatchTaskUpdate = useCallback((taskId: string, patch: Partial<BatchTaskState>) => {
+    setBatchTasks((prev) => {
+      const list = prev || []
+      const idx = list.findIndex((t) => t.taskId === taskId)
+      if (idx === -1) {
+        return [
+          ...list,
+          {
+            taskId,
+            variantIndex: patch.variantIndex ?? 0,
+            status: "running",
+            progress: 0,
+            error: null,
+            videos: [],
+            ...patch,
+          },
+        ]
+      }
+      const next = [...list]
+      next[idx] = { ...next[idx], ...patch }
+      return next
+    })
+  }, [])
 
   const handleProgress = useCallback((p: number) => setProgress(p), [])
   const handleComplete = useCallback(
@@ -29,6 +55,19 @@ export function useGenerateVideo(props: UseGenerateVideoProps) {
       setGenerating(false)
       setGenerated(true)
       setGeneratedVideos(videos as GeneratedVideo[])
+      // 批量：成功任务的 videos 已通过 onBatchTaskUpdate 写入，这里同步兜底
+      setBatchTasks((prev) =>
+        (prev || []).map((t) =>
+          t.status === "completed" && t.videos.length === 0
+            ? {
+                ...t,
+                videos: (videos as GeneratedVideo[]).filter(
+                  (v) => v.generation_task_id === t.taskId,
+                ),
+              }
+            : t,
+        ),
+      )
       onGenerationSuccess?.()
     },
     [onGenerationSuccess],
@@ -38,10 +77,30 @@ export function useGenerateVideo(props: UseGenerateVideoProps) {
     setGenerateError(errorMsg)
   }, [])
 
-  const { startPolling, clearTimer } = useGenerationPolling({
+  /* 批量：任务状态变化时聚合已完成成片（含失败重试成功后补入），
+     按变体索引排序，供步骤6封面按勾选顺序逐个取视频 */
+  useEffect(() => {
+    if (batchTasks.length === 0) return
+    const byVariant = new Map<number, GeneratedVideo>()
+    batchTasks.forEach((t) => {
+      if (t.status === "completed" && t.videos && t.videos.length > 0) {
+        byVariant.set(t.variantIndex, t.videos[0] as GeneratedVideo)
+      }
+    })
+    const ordered = [...byVariant.entries()].sort((a, b) => a[0] - b[0]).map(([, v]) => v)
+    setGeneratedVideos((prev) => {
+      if (prev.length === ordered.length && prev.every((v, i) => v.id === ordered[i].id)) {
+        return prev
+      }
+      return ordered
+    })
+  }, [batchTasks])
+
+  const { startPolling, startPollingBatch, retryTask, clearTimer } = useGenerationPolling({
     onProgress: handleProgress,
     onComplete: handleComplete,
     onFailed: handleFailed,
+    onBatchTaskUpdate: handleBatchTaskUpdate,
   })
 
   /* ── 生成视频 ──
@@ -57,6 +116,7 @@ export function useGenerateVideo(props: UseGenerateVideoProps) {
     setProgress(0)
     setGenerated(false)
     setGenerateError(null)
+    setBatchTasks([])
     clearTimer()
 
     try {
@@ -83,7 +143,11 @@ export function useGenerateVideo(props: UseGenerateVideoProps) {
         }
       }
 
-      const hide = message.loading("正在生成预览视频...", 0)
+      const isBatch = (props.previewCount || 1) > 1
+      const hide = message.loading(
+        isBatch ? `正在生成 ${props.previewCount} 个视频...` : "正在生成预览视频...",
+        0,
+      )
 
       const coverUrl = props.coverSettings?.thumbnail_url || props.coverSettings?.upload_url || ""
 
@@ -92,6 +156,29 @@ export function useGenerateVideo(props: UseGenerateVideoProps) {
           ? props.selectedClonedVoice || props.selectedVoice || ""
           : props.selectedVoice || ""
 
+      /* ── 批量变体数组（长度1=共用，长度=count=独立，空=回退单值） ── */
+      const indexes =
+        isBatch && props.selectedVariantIndexes?.length
+          ? props.selectedVariantIndexes
+          : Array.from({ length: props.previewCount || 1 }, (_, i) => i)
+      const batchCount = isBatch ? indexes.length : 1
+
+      // 标题文字数组：批量时按勾选顺序
+      const titlesArr =
+        isBatch && (props.variantTitles?.length || 0) >= batchCount
+          ? indexes.map((i) => props.variantTitles![i] || props.titleSettings?.title || "")
+          : []
+      // 配音数组：独立配音模式按勾选顺序；否则不传（回退共用 voice_library_id）
+      const voiceArr =
+        isBatch && props.voiceModePerVideo && props.variantVoiceLibraryIds?.length
+          ? indexes.map((i) => props.variantVoiceLibraryIds![i] || voiceLibraryId)
+          : []
+      // 封面数组：批量时按勾选顺序（未设置封面的变体传空串，后端回退智能封面）
+      const coversArr =
+        isBatch && props.variantCoverUrls?.length
+          ? indexes.map((i) => props.variantCoverUrls![i] || "")
+          : []
+
       try {
         const taskResp = await createGenerationTask({
           template_id: selectedTemplate,
@@ -109,6 +196,10 @@ export function useGenerateVideo(props: UseGenerateVideoProps) {
             ...(props.bgmConfig?.music_id ? { preset_id: props.bgmConfig.music_id } : {}),
           },
           ...(props.sourceEditPlanId ? { source_edit_plan_id: props.sourceEditPlanId } : {}),
+          ...(isBatch ? { count: batchCount } : {}),
+          ...(titlesArr.length ? { titles: titlesArr } : {}),
+          ...(voiceArr.length ? { voice_library_ids: voiceArr } : {}),
+          ...(coversArr.length ? { cover_urls: coversArr } : {}),
           ...(props.titleSettings?.title
             ? {
                 title_config: {
@@ -133,12 +224,17 @@ export function useGenerateVideo(props: UseGenerateVideoProps) {
             : {}),
         })
         hide()
-        const taskId = taskResp.items?.[0]?.id
+        const taskIds = (taskResp.items || []).map((it) => it.id).filter(Boolean)
 
-        if (!taskId) {
+        if (taskIds.length === 0) {
           throw new Error("创建任务成功但未返回任务 ID，请稍后在任务列表查看")
         }
-        startPolling(taskId)
+        if (taskIds.length > 1) {
+          // 批量：任务按创建顺序与勾选变体一一对应（后端按 count 顺序创建）
+          startPollingBatch(taskIds.map((taskId, i) => ({ taskId, variantIndex: indexes[i] ?? i })))
+        } else {
+          startPolling(taskIds[0])
+        }
       } catch (err) {
         hide()
         throw err
@@ -154,13 +250,21 @@ export function useGenerateVideo(props: UseGenerateVideoProps) {
       return false
     }
     return true
-  }, [props, clearTimer, startPolling, selectedTemplate])
+  }, [props, clearTimer, startPolling, startPollingBatch, selectedTemplate])
 
   const retry = useCallback(() => {
     setGenerateError(null)
     generate()
   }, [generate])
 
+  /** 第5步：单独重试某个失败任务 */
+  const retryBatchTask = useCallback(
+    (taskId: string) => {
+      retryTask(taskId)
+    },
+    [retryTask],
+  )
+
   const dismissError = useCallback(() => {
     setGenerateError(null)
   }, [])
@@ -205,6 +309,8 @@ export function useGenerateVideo(props: UseGenerateVideoProps) {
     generatedVideos,
     generate,
     retry,
+    retryBatchTask,
+    batchTasks,
     dismissError,
     download,
     share,

apps/web/src/pages/generate/hooks/useServerPreview.ts

@@ -114,8 +114,11 @@ export function useServerPreview({
         const resp = await createPreview(request)
         if (seq !== requestSeqRef.current || !mountedRef.current) return
 
-        setTaskId(resp.task_id)
-        onCreatedRef.current?.(resp.task_id, resp.source_edit_plan_id)
+        // 兼容批量响应 {items, total}：取第一个变体
+        const firstTask = resp.items?.[0]
+        const taskId = firstTask?.task_id || ""
+        setTaskId(taskId)
+        onCreatedRef.current?.(taskId, resp.source_edit_plan_id)
 
         let completed = false
 
@@ -132,7 +135,7 @@ export function useServerPreview({
           if (completed || seq !== requestSeqRef.current || !mountedRef.current) return
 
           try {
-            const st = await getPreviewStatus(resp.task_id)
+            const st = await getPreviewStatus(taskId)
             if (completed || seq !== requestSeqRef.current || !mountedRef.current) return
 
             if (st.status === "completed" && st.video_url) {

apps/web/src/pages/generate/hooks/useStep7Generate.ts

@@ -1,112 +0,0 @@
-/**
- * Step 7 确认生成 Hook
- * 封装生成确认页的展示逻辑
- */
-import { useMemo } from "react"
-import { useQuery } from "@tanstack/react-query"
-import type { EditingTemplate } from "@/api/editing-planner"
-import type { GeneratedVideo } from "@/api/template-editor"
-import type { CoverConfig } from "../types/cover"
-import type { VoiceClone } from "@/api/voice-clone"
-import type { PresetVoiceItem } from "@/api/voices"
-import { getAssetsByKind } from "@/api/assets"
-import { COVER_MODE_LABELS } from "../constants"
-
-interface UseStep7GenerateProps {
-  templates: EditingTemplate[]
-  selectedTemplate: string
-  materialMode: "manual" | "auto"
-  selectedMaterials: string[]
-  smartSelectedIds: string[]
-  title: string
-  voiceMode: "preset" | "custom" | "clone"
-  selectedVoice: string
-  selectedClonedVoice: string
-  presetVoices: PresetVoiceItem[]
-  clonedVoices: VoiceClone[]
-  coverSettings: CoverConfig
-  generating: boolean
-  generated: boolean
-  generateError: string | null
-  progress: number
-  generatedVideos: GeneratedVideo[]
-}
-
-export function useStep7Generate({
-  templates,
-  selectedTemplate,
-  materialMode,
-  selectedMaterials,
-  smartSelectedIds,
-  title,
-  voiceMode: _voiceMode,
-  selectedVoice,
-  selectedClonedVoice: _selectedClonedVoice,
-  presetVoices: _presetVoices,
-  clonedVoices: _clonedVoices,
-  coverSettings,
-  generating,
-  generated,
-  generateError,
-  progress,
-  generatedVideos,
-}: UseStep7GenerateProps) {
-  const templateName = useMemo(
-    () => templates.find((t) => t.id === selectedTemplate)?.name ?? "未选择",
-    [templates, selectedTemplate],
-  )
-
-  const materialSummary = useMemo(() => {
-    if (materialMode === "auto") {
-      return `${smartSelectedIds.length} 个素材（智能匹配）`
-    }
-    return `${selectedMaterials.length} 个素材`
-  }, [materialMode, selectedMaterials.length, smartSelectedIds.length])
-
-  // 从配音素材库中查找 voiceName
-  const { data: voiceMaterials = [] } = useQuery({
-    queryKey: ["assets", "voice"],
-    queryFn: () => getAssetsByKind("voice", { limit: 50 }),
-  })
-
-  const voiceName = useMemo(() => {
-    const asset = voiceMaterials.find((v) => v.id === selectedVoice)
-    return asset ? asset.name : "未选择"
-  }, [voiceMaterials, selectedVoice])
-
-  const coverSummary = useMemo(() => {
-    if (!coverSettings.enabled) return "不使用"
-    return COVER_MODE_LABELS[coverSettings.mode] || "智能封面"
-  }, [coverSettings])
-
-  const getGenerationPhase = (p: number) => {
-    if (p < 20) return { label: "分析素材与配置", icon: "🔍" }
-    if (p < 50) return { label: "智能剪辑合成", icon: "🎬" }
-    if (p < 80) return { label: "渲染视频中", icon: "⚡" }
-    return { label: "即将完成", icon: "✨" }
-  }
-
-  const handleScrollToPreview = () => {
-    const el =
-      document.querySelector(".xx-inline-video-player") ||
-      document.querySelector(".xx-preview-section")
-    el?.scrollIntoView({ behavior: "smooth", block: "start" })
-  }
-
-  return {
-    templateName,
-    materialSummary,
-    title,
-    voiceName,
-    coverSummary,
-    generating,
-    generated,
-    generateError,
-    progress,
-    generatedVideos,
-    getGenerationPhase,
-    handleScrollToPreview,
-  }
-}
-
-export default useStep7Generate

apps/web/src/pages/generate/hooks/useStepNavigation.ts

@@ -1,6 +1,11 @@
 /**
- * GeneratePage 步骤导航
- * 步骤顺序（6步）：模板(1) → 素材(2) → 配音(3) → 标题(4) → 确认生成(5) → 封面(6)
+ * GeneratePage 步骤导航（Issue #1677 修正：固定 6 步，单视频与批量一致）
+ * 步骤：模板(1) → 素材(2) → 配音(3) → 标题(4) → 确认生成(5) → 封面(6)
+ *
+ * - 步骤4底部按钮是「确认生成视频/确认生成 N 个视频」（由 GenerateStepActions 调
+ *   onConfirmGenerate），创建成功后跳转步骤5；本 hook 的 goNext 只负责 1→2→3→4
+ *   和 5→6 的「下一步」。
+ * - 步骤5（确认生成进度页）：渲染全部完成（generated）后「下一步」解锁进封面。
  */
 import { message } from "antd"
 import type { TitleSettings } from "../types"
@@ -13,10 +18,10 @@ export interface UseStepNavigationOptions {
   selectedMaterials: string[]
   smartSelectedIds: string[]
   titleSettings: TitleSettings
-  /** 预览是否已就绪（素材已加载，可播放） */
-  previewReady: boolean
-  /** 是否已完成视频生成（步骤5确认生成后才能进入封面） */
+  /** 是否已完成视频生成（步骤5全部渲染完成后才能进入封面） */
   generated: boolean
+  /** Step1 点下一步时弹出数量选择弹窗 */
+  onOpenCountModal: () => void
 }
 
 export interface UseStepNavigationReturn {
@@ -32,14 +37,18 @@ export const useStepNavigation = (options: UseStepNavigationOptions): UseStepNav
     materialMode,
     selectedMaterials,
     smartSelectedIds,
-    titleSettings,
-    previewReady,
     generated,
+    onOpenCountModal,
   } = options
 
   const goNext = () => {
-    if (currentStep === 1 && !selectedTemplate) {
-      message.warning("请先选择一个模板")
+    if (currentStep === 1) {
+      if (!selectedTemplate) {
+        message.warning("请先选择一个模板")
+        return
+      }
+      // 选完模板弹数量选择弹窗（每次都弹，不记忆）
+      onOpenCountModal()
       return
     }
     if (currentStep === 2 && materialMode === "manual" && selectedMaterials.length === 0) {
@@ -50,21 +59,12 @@ export const useStepNavigation = (options: UseStepNavigationOptions): UseStepNav
       message.warning("请先进行智能匹配并选择素材")
       return
     }
-    // Step4（标题+预览）：标题必填 + 预览必须已加载
-    if (currentStep === 4) {
-      if (!titleSettings.title.trim()) {
-        message.warning("请选择或输入标题")
+    // 步骤5（确认生成）：全部渲染完成后才能下一步进封面
+    if (currentStep === 5) {
+      if (!generated) {
+        message.warning("视频还在渲染中，请等待生成完成")
         return
       }
-      if (!previewReady) {
-        message.warning("预览视频正在加载，请稍候")
-        return
-      }
-    }
-    // Step5（确认生成）：必须已完成生成才能进入封面
-    if (currentStep === 5 && !generated) {
-      message.warning("请先生成视频")
-      return
     }
     if (currentStep < 6) {
       setCurrentStep((s) => s + 1)

apps/web/src/pages/history/hooks/useTaskHistory.ts

@@ -35,7 +35,13 @@ export const useTaskHistory = () => {
   } = useQuery<TaskItem[], Error>({
     queryKey: ["tasks"],
     queryFn: getUserTasks,
-    staleTime: 30_000,
+    staleTime: 5_000,
+    // 有进行中任务时每 3 秒自动刷新，全部结束后停止轮询
+    refetchInterval: (query) => {
+      const list = query.state.data ?? []
+      const hasActive = list.some((t) => ["pending", "waiting", "running"].includes(t.status))
+      return hasActive ? 3_000 : false
+    },
   })
 
   // 重试 mutation

apps/web/src/pages/products/ProductLibrary.tsx

@@ -11,7 +11,7 @@
  * 产品卡片 → components/ProductCard（内联视频播放）
  */
 import React from "react"
-import { VideoCameraOutlined, DownloadOutlined } from "@ant-design/icons"
+import { VideoCameraOutlined, DownloadOutlined, ReloadOutlined } from "@ant-design/icons"
 import { Button } from "@/components/ui"
 import { ProductCard } from "./components/ProductCard"
 import { ProductFilterBar } from "./components/ProductFilterBar"
@@ -19,6 +19,7 @@ import { ProductBatchBar } from "./components/ProductBatchBar"
 import { ProductEmptyState } from "./components/ProductEmptyState"
 import { useProductList } from "./hooks/useProductList"
 import { useProductActions } from "./hooks/useProductActions"
+import { useRecomputeDedup } from "./hooks/product-actions/useRecomputeDedup"
 import "./products.css"
 
 const ProductLibrary: React.FC = () => {
@@ -67,6 +68,8 @@ const ProductLibrary: React.FC = () => {
     setPlayingProduct: () => {}, // 不再使用弹窗播放
   })
 
+  const { recomputeDedup, isRecomputing } = useRecomputeDedup()
+
   // ── Loading 状态 ──
   if (isLoading) {
     return <ProductEmptyState type="loading" />
@@ -94,6 +97,15 @@ const ProductLibrary: React.FC = () => {
           <Button buttonType="ghost" buttonSize="sm" icon={<DownloadOutlined />}>
             批量导出
           </Button>
+          <Button
+            buttonType="ghost"
+            buttonSize="sm"
+            icon={<ReloadOutlined />}
+            loading={isRecomputing}
+            onClick={recomputeDedup}
+          >
+            重新查重
+          </Button>
         </div>
       </div>
 

apps/web/src/pages/products/components/ProductInfoPanel.tsx

@@ -2,6 +2,7 @@ import React from "react"
 import type { ProductItem } from "../../../api/products"
 import { STATUS_MAP } from "../constants"
 import { formatDuration, formatFileSize, formatDate } from "../detailUtils"
+import { getRiskLevel } from "../../duplication/utils"
 
 interface ProductInfoPanelProps {
   product: ProductItem
@@ -44,12 +45,28 @@ export const ProductInfoPanel: React.FC<ProductInfoPanelProps> = ({ product }) =
         </div>
         <div className="xx-detail-meta-item">
           <span className="xx-detail-meta-label">查重率</span>
-          <span className="xx-detail-meta-value">
+          <span
+            className={`xx-detail-meta-value dup-risk-text dup-risk-${getRiskLevel(product.duplicate_rate)}`}
+          >
             {(product.duplicate_rate ?? 0) > 0
               ? `${(product.duplicate_rate ?? 0).toFixed(1)}%`
               : "-"}
           </span>
         </div>
+        {product.visual_similarity != null && (
+          <div className="xx-detail-meta-item">
+            <span className="xx-detail-meta-label">视觉相似度</span>
+            <span className="xx-detail-meta-value">
+              {(product.visual_similarity * 100).toFixed(1)}%
+            </span>
+          </div>
+        )}
+        {product.match_count != null && (
+          <div className="xx-detail-meta-item">
+            <span className="xx-detail-meta-label">匹配帧数</span>
+            <span className="xx-detail-meta-value">{product.match_count}</span>
+          </div>
+        )}
         <div className="xx-detail-meta-item">
           <span className="xx-detail-meta-label">创建时间</span>
           <span className="xx-detail-meta-value">{formatDate(product.created_at ?? "")}</span>

apps/web/src/pages/products/hooks/product-actions/useRecomputeDedup.ts

@@ -0,0 +1,27 @@
+import { useMutation, useQueryClient } from "@tanstack/react-query"
+import { message } from "antd"
+import { recomputeDedup } from "@/api/products"
+
+export function useRecomputeDedup() {
+  const queryClient = useQueryClient()
+
+  const mutation = useMutation({
+    mutationFn: () => recomputeDedup(),
+    onSuccess: (data) => {
+      queryClient.invalidateQueries({ queryKey: ["products"] })
+      if (data.enqueued > 0) {
+        message.success(`已提交 ${data.enqueued} 个视频的查重任务，后台处理中`)
+      } else {
+        message.info("所有视频查重率已是最新，无需重算")
+      }
+    },
+    onError: () => {
+      message.error("查重任务提交失败，请稍后重试")
+    },
+  })
+
+  return {
+    recomputeDedup: () => mutation.mutate(),
+    isRecomputing: mutation.isPending,
+  }
+}

apps/web/src/pages/products/products.css

@@ -1076,3 +1076,19 @@
     gap: var(--space-sm);
   }
 }
+
+/* 查重率风险颜色（#1662） */
+.xx-detail-meta-value.dup-risk-low {
+  color: var(--success-color, #22c55e);
+  font-weight: 600;
+}
+
+.xx-detail-meta-value.dup-risk-medium {
+  color: var(--warning-color, #f59e0b);
+  font-weight: 600;
+}
+
+.xx-detail-meta-value.dup-risk-high {
+  color: var(--error-color, #ef4444);
+  font-weight: 600;
+}

apps/web/src/pages/voice-materials/hooks/useVoiceMaterials/useVoiceMaterialData.ts

@@ -1,6 +1,11 @@
 import { useMemo, useEffect } from "react"
 import { useQuery, useMutation, useQueryClient } from "@tanstack/react-query"
-import { getAssetsByKind, getAssetLibraries, createAssetLibrary } from "@/api/assets"
+import {
+  getAssetsByKind,
+  getAssetLibraries,
+  createAssetLibrary,
+  type AssetItem,
+} from "@/api/assets"
 import { type VoiceMaterial, mapAssetToMaterial } from "../../types"
 
 interface UseVoiceMaterialDataOptions {
@@ -44,6 +49,15 @@ export function useVoiceMaterialData({ keyword, gender, tagIds }: UseVoiceMateri
     queryKey: ["assets", "voice", { keyword, gender, tag_ids: tagIds }],
     queryFn: () => getAssetsByKind("voice", { keyword, gender, tag_ids: tagIds }),
     staleTime: 30_000,
+    // 列表中存在上传中/处理中素材时每 3s 轮询；全部就绪后自动停止
+    refetchInterval: (query) => {
+      const items = (query.state.data as AssetItem[] | undefined) ?? []
+      const processing = items.some((a) => {
+        const st = a.status ?? ""
+        return st === "uploading" || st === "ingesting" || st === "processing" || st === "pending"
+      })
+      return processing ? 3000 : false
+    },
   })
 
   const materials: VoiceMaterial[] = useMemo(() => assets.map(mapAssetToMaterial), [assets])

apps/web/src/pages/voice-materials/types.ts

@@ -41,7 +41,7 @@ export const mapAssetToMaterial = (asset: AssetItem): VoiceMaterial => {
     tagIds: Array.isArray(asset.tag_ids) ? asset.tag_ids : [],
     fileName: asset.storage_key?.split("/").pop() || asset.name,
     fileSize: asset.file_size || 0,
-    duration: (meta.duration as number) || 0,
+    duration: asset.duration || (meta.duration as number) || 0,
     mimeType: asset.mime_type || "audio/mpeg",
     createdAt: asset.created_at || new Date().toISOString(),
     fileUrl: asset.file_url,

apps/web/src/pages/voices/VoiceLibrary.tsx

@@ -14,8 +14,14 @@
  * 弹窗集合 → components/VoiceModals
  * Toast 提示 → components/VoiceToasts
  */
-import React, { useCallback, useState } from "react"
-import { UploadOutlined, AudioOutlined, RobotOutlined } from "@ant-design/icons"
+import React, { useCallback, useEffect, useState } from "react"
+import { useSearchParams } from "react-router-dom"
+import {
+  UploadOutlined,
+  AudioOutlined,
+  RobotOutlined,
+  VideoCameraOutlined,
+} from "@ant-design/icons"
 import { Button } from "@/components/ui"
 import PageHead from "@/components/layout/PageHead"
 import { type AssetItem } from "@/api/assets"
@@ -34,6 +40,8 @@ import { useTtsSynthesize } from "./hooks/useTtsSynthesize"
 import { useVoiceUpload } from "./hooks/useVoiceUpload"
 import { useMaterialDelete } from "./hooks/useMaterialDelete"
 import { useMaterialBatchDelete } from "./hooks/useMaterialBatchDelete"
+import { useVideoExtract } from "./hooks/useVideoExtract"
+import VideoExtractModal from "./components/VideoExtractModal"
 import "./voices.css"
 
 let toastIdSeq = 0
@@ -158,6 +166,32 @@ const VoiceLibrary: React.FC = () => {
     handleUploadClose,
   } = useVoiceUpload({ showToast })
 
+  // ── 提取视频配音 ──────────────────────────────────────
+  const {
+    extractOpen,
+    extractFile,
+    extractProgress,
+    isExtracting,
+    setExtractOpen,
+    handleFileSelect: handleExtractFileSelect,
+    handleExtract,
+    handleExtractClose,
+  } = useVideoExtract({ showToast })
+
+  // ── URL 参数自动打开上传弹窗 ────────────────────────────
+  const [searchParams, setSearchParams] = useSearchParams()
+
+  useEffect(() => {
+    if (searchParams.get("upload") === "1") {
+      setActiveTab("material")
+      setUploadOpen(true)
+      // 一次性触发器：清理 upload 参数，避免切换 Tab 时重复触发
+      const next = new URLSearchParams(searchParams)
+      next.delete("upload")
+      setSearchParams(next, { replace: true })
+    }
+  }, [searchParams, setActiveTab, setUploadOpen, setSearchParams])
+
   // ── 切换 Tab 时停止播放 ───────────────────────────────
   const handleTabChange = useCallback(
     (tab: VoiceTabKey) => {
@@ -185,6 +219,14 @@ const VoiceLibrary: React.FC = () => {
       >
         上传音频
       </Button>
+      <Button
+        buttonType="primary"
+        buttonSize="sm"
+        icon={<VideoCameraOutlined />}
+        onClick={() => setExtractOpen(true)}
+      >
+        提取视频配音
+      </Button>
       <Button
         buttonType="ghost"
         buttonSize="sm"
@@ -285,7 +327,18 @@ const VoiceLibrary: React.FC = () => {
         />
       )}
 
-      {/* ── 弹窗集合 ──────────────────────────────────── */}
+      {/* ── 视频提取配音弹窗 ─────────────────────────────── */}
+      <VideoExtractModal
+        open={extractOpen}
+        file={extractFile}
+        progress={extractProgress}
+        isExtracting={isExtracting}
+        onClose={handleExtractClose}
+        onFileSelect={handleExtractFileSelect}
+        onExtract={handleExtract}
+      />
+
+      {/* ── 弹窗集合 ─────────────────────────────────── */}
       <VoiceModals
         cloneModalOpen={cloneModalOpen}
         onCloneClose={() => setCloneModalOpen(false)}

apps/web/src/pages/voices/components/MaterialVoiceTab.tsx

@@ -136,6 +136,9 @@ export const MaterialVoiceTab: React.FC<MaterialVoiceTabProps> = ({
             const material = mapAssetToMaterial(asset)
             // duration 优先取顶层（后端从 metadata 提取），兜底 metadata
             const cardDuration = asset.duration || material.duration || 0
+            // AI 生成素材标识：兼容旧素材（无 source 字段但有 tts_job_id）
+            const meta = asset.metadata as Record<string, unknown>
+            const isAiMaterial = meta?.source === "tts_job" || !!meta?.tts_job_id
             const isPlaying = playingId === asset.id
             const isSelected = selectedIds.has(asset.id)
             // 播放中以 audio 真实时长为准，未播放显示卡片时长
@@ -182,8 +185,11 @@ export const MaterialVoiceTab: React.FC<MaterialVoiceTabProps> = ({
                 </div>
 
                 <div className="xx-voice-info vmat-info">
-                  <div className="xx-voice-name" title={asset.name}>
-                    {asset.name}
+                  <div className="xx-voice-name-row">
+                    <div className="xx-voice-name" title={asset.name}>
+                      {asset.name}
+                    </div>
+                    {isAiMaterial && <span className="vmat-ai-badge">AI</span>}
                   </div>
                   <div className="xx-voice-subtitle">
                     {asset.file_size ? `${formatFileSize(asset.file_size)}` : "--"}

apps/web/src/pages/voices/components/VideoExtractModal.tsx

@@ -0,0 +1,208 @@
+import React, { useRef } from "react"
+import { Modal } from "antd"
+import { InboxOutlined, CloseOutlined } from "@ant-design/icons"
+
+interface VideoExtractModalProps {
+  open: boolean
+  file: File | null
+  progress: number | null
+  isExtracting: boolean
+  onClose: () => void
+  onFileSelect: (file: File | null) => void
+  onExtract: () => void
+}
+
+const ACCEPT_TYPES = ".mp4,.mov,.webm"
+
+const VideoExtractModal: React.FC<VideoExtractModalProps> = ({
+  open,
+  file,
+  progress,
+  isExtracting,
+  onClose,
+  onFileSelect,
+  onExtract,
+}) => {
+  const inputRef = useRef<HTMLInputElement>(null)
+
+  return (
+    <Modal
+      title={<span style={{ fontSize: 16, fontWeight: 600 }}>提取视频配音</span>}
+      open={open}
+      onCancel={() => {
+        if (inputRef.current) inputRef.current.value = ""
+        if (isExtracting) return
+        onClose()
+      }}
+      footer={null}
+      width={480}
+      maskClosable={!isExtracting}
+    >
+      {!file ? (
+        <div
+          className="vmat-upload-dropzone"
+          onClick={() => inputRef.current?.click()}
+          style={{
+            border: "2px dashed #d9d9d9",
+            borderRadius: 8,
+            padding: "40px 20px",
+            textAlign: "center",
+            cursor: "pointer",
+            transition: "border-color 0.3s",
+          }}
+          onMouseEnter={(e) => (e.currentTarget.style.borderColor = "#7c3aed")}
+          onMouseLeave={(e) => (e.currentTarget.style.borderColor = "#d9d9d9")}
+        >
+          <InboxOutlined style={{ fontSize: 32, color: "#7c3aed", marginBottom: 12 }} />
+          <p style={{ margin: "0 0 8px", fontSize: 14, color: "#333" }}>点击选择视频文件</p>
+          <span style={{ fontSize: 12, color: "#999" }}>支持 MP4、MOV、WebM 格式</span>
+          <input
+            ref={inputRef}
+            type="file"
+            accept={ACCEPT_TYPES}
+            style={{ display: "none" }}
+            onChange={(e) => {
+              const f = e.target.files?.[0]
+              if (f) onFileSelect(f)
+            }}
+          />
+        </div>
+      ) : (
+        <div>
+          <div
+            style={{
+              display: "flex",
+              alignItems: "center",
+              justifyContent: "space-between",
+              padding: "12px 16px",
+              background: "#fafafa",
+              borderRadius: 8,
+              marginBottom: 16,
+            }}
+          >
+            <span
+              style={{
+                flex: 1,
+                overflow: "hidden",
+                textOverflow: "ellipsis",
+                whiteSpace: "nowrap",
+                fontSize: 14,
+                fontWeight: 500,
+              }}
+              title={file.name}
+            >
+              {file.name}
+            </span>
+            <span style={{ fontSize: 12, color: "#999", marginLeft: 8, flexShrink: 0 }}>
+              {(file.size / (1024 * 1024)).toFixed(1)} MB
+            </span>
+            {!isExtracting && (
+              <button
+                type="button"
+                onClick={() => {
+                  if (inputRef.current) inputRef.current.value = ""
+                  onFileSelect(null)
+                }}
+                style={{
+                  border: "none",
+                  background: "none",
+                  cursor: "pointer",
+                  color: "#999",
+                  marginLeft: 8,
+                  fontSize: 14,
+                }}
+                aria-label="移除文件"
+              >
+                <CloseOutlined />
+              </button>
+            )}
+          </div>
+
+          {progress !== null && (
+            <div style={{ marginBottom: 12 }}>
+              <div
+                style={{
+                  height: 6,
+                  background: "#f0f0f0",
+                  borderRadius: 3,
+                  overflow: "hidden",
+                }}
+              >
+                <div
+                  style={{
+                    height: "100%",
+                    width: `${progress}%`,
+                    background: "linear-gradient(90deg, #7c3aed, #a78bfa)",
+                    borderRadius: 3,
+                    transition: "width 0.3s",
+                  }}
+                />
+              </div>
+              <div
+                style={{
+                  textAlign: "right",
+                  fontSize: 12,
+                  color: "#999",
+                  marginTop: 4,
+                }}
+              >
+                {progress}%
+              </div>
+            </div>
+          )}
+
+          {isExtracting && (
+            <p style={{ textAlign: "center", fontSize: 13, color: "#7c3aed", margin: "12px 0 0" }}>
+              {"正在提取音频，请稍后..."}
+            </p>
+          )}
+        </div>
+      )}
+
+      <div
+        style={{
+          display: "flex",
+          justifyContent: "flex-end",
+          gap: 8,
+          marginTop: 24,
+        }}
+      >
+        <button
+          type="button"
+          onClick={onClose}
+          disabled={isExtracting}
+          style={{
+            padding: "6px 16px",
+            borderRadius: 6,
+            border: "1px solid #d9d9d9",
+            background: "#fff",
+            cursor: isExtracting ? "not-allowed" : "pointer",
+            fontSize: 14,
+            opacity: isExtracting ? 0.5 : 1,
+          }}
+        >
+          取消
+        </button>
+        <button
+          type="button"
+          onClick={onExtract}
+          disabled={!file || isExtracting}
+          style={{
+            padding: "6px 16px",
+            borderRadius: 6,
+            border: "none",
+            background: !file || isExtracting ? "#d9d9d9" : "#7c3aed",
+            color: "#fff",
+            cursor: !file || isExtracting ? "not-allowed" : "pointer",
+            fontSize: 14,
+            fontWeight: 500,
+          }}
+        >
+          {isExtracting ? "提取中..." : "开始提取"}
+        </button>
+      </div>
+    </Modal>
+  )
+}
+
+export default VideoExtractModal

apps/web/src/pages/voices/hooks/useVideoExtract.ts

@@ -0,0 +1,74 @@
+import { useState, useCallback } from "react"
+import { useQueryClient } from "@tanstack/react-query"
+import { extractVideoVoice } from "@/api/tts"
+
+/**
+ * 视频提取配音 Hook
+ * 封装视频上传弹窗状态、提取进度、提取 mutation 逻辑
+ */
+interface UseVideoExtractProps {
+  showToast: (message: string, type: "success" | "error") => void
+}
+
+export function useVideoExtract({ showToast }: UseVideoExtractProps) {
+  const queryClient = useQueryClient()
+
+  const [extractOpen, setExtractOpen] = useState(false)
+  const [extractFile, setExtractFile] = useState<File | null>(null)
+  const [extractProgress, setExtractProgress] = useState<number | null>(null)
+  const [isExtracting, setIsExtracting] = useState(false)
+
+  const handleExtractClose = useCallback(() => {
+    setExtractOpen(false)
+    setExtractFile(null)
+    setExtractProgress(null)
+    setIsExtracting(false)
+  }, [])
+
+  const handleExtract = useCallback(async () => {
+    if (!extractFile) return
+    setIsExtracting(true)
+    setExtractProgress(0)
+    try {
+      await extractVideoVoice(extractFile, (p) => setExtractProgress(p))
+      // 刷新素材列表
+      queryClient.invalidateQueries({ queryKey: ["assets", "voice"] })
+      queryClient.invalidateQueries({ queryKey: ["voice-materials"] })
+      showToast("视频配音提取成功", "success")
+      handleExtractClose()
+    } catch (err: unknown) {
+      const msg = err instanceof Error ? err.message : "提取失败，请重试"
+      showToast(msg, "error")
+    } finally {
+      setIsExtracting(false)
+      setExtractProgress(null)
+    }
+  }, [extractFile, queryClient, showToast, handleExtractClose])
+
+  const handleFileSelect = useCallback(
+    (file: File | null) => {
+      if (!file) {
+        setExtractFile(null)
+        return
+      }
+      const validTypes = ["video/mp4", "video/quicktime", "video/webm"]
+      if (!validTypes.includes(file.type)) {
+        showToast("仅支持 MP4、MOV、WebM 格式的视频文件", "error")
+        return
+      }
+      setExtractFile(file)
+    },
+    [showToast],
+  )
+
+  return {
+    extractOpen,
+    setExtractOpen,
+    extractFile,
+    extractProgress,
+    isExtracting,
+    handleFileSelect,
+    handleExtract,
+    handleExtractClose,
+  }
+}

apps/web/src/pages/voices/voices.css

@@ -193,6 +193,24 @@
   overflow: hidden;
   text-overflow: ellipsis;
   flex: 1;
+  display: flex;
+  align-items: center;
+}
+
+/* AI 配音标识 */
+.vmat-ai-badge {
+  display: inline-block;
+  margin-left: 6px;
+  padding: 1px 6px;
+  font-size: 11px;
+  font-weight: 600;
+  color: #7c3aed;
+  background: #f3f0ff;
+  border: 1px solid #ddd6fe;
+  border-radius: 4px;
+  line-height: 16px;
+  vertical-align: middle;
+  flex-shrink: 0;
 }
 
 .xx-voice-star {

apps/web/src/test/pages/ProductLibrary.test.tsx

@@ -102,6 +102,7 @@ vi.mock("@ant-design/icons", () => ({
   SearchOutlined: () => <span />,
   ShareAltOutlined: () => <span />,
   VideoCameraOutlined: () => <span />,
+  ReloadOutlined: () => <span />,
 }))
 
 vi.mock("@/store/authStore", () => ({
@@ -116,6 +117,9 @@ vi.mock("@/api/products", () => ({
   updateReviewStatus: vi.fn().mockResolvedValue({ items: [], total: 0, success: true }),
   batchDownload: vi.fn().mockResolvedValue({ items: [], total: 0, success: true }),
   getBatchDownloadStatus: vi.fn().mockResolvedValue({ items: [], total: 0, success: true }),
+  recomputeDedup: vi
+    .fn()
+    .mockResolvedValue({ enqueued: 0, total_scanned: 0, skipped: 0, message: "" }),
 }))
 
 vi.mock("@/pages/products/ProductLibrary.css", () => ({}))

apps/web/src/test/pages/VoiceLibrary.test.tsx

@@ -104,6 +104,9 @@ vi.mock("@ant-design/icons", () => ({
   SoundOutlined: () => <span />,
   UploadOutlined: () => <span />,
   UserOutlined: () => <span />,
+  VideoCameraOutlined: () => <span />,
+  InboxOutlined: () => <span />,
+  CloseOutlined: () => <span />,
 }))
 
 vi.mock("@/store/authStore", () => ({

apps/web/src/test/pages/duplication/utils.test.ts

@@ -0,0 +1,29 @@
+import { describe, it, expect } from "vitest"
+import { getRiskLevel } from "@/pages/duplication/utils"
+
+describe("getRiskLevel (#1662 阈值 <15 / 15-30 / >30)", () => {
+  it("undefined 返回 low（兼容无数据）", () => {
+    expect(getRiskLevel(undefined)).toBe("low")
+  })
+
+  it("<15% 为低风险", () => {
+    expect(getRiskLevel(0)).toBe("low")
+    expect(getRiskLevel(10)).toBe("low")
+    expect(getRiskLevel(14.9)).toBe("low")
+  })
+
+  it("15% 边界为中风险", () => {
+    expect(getRiskLevel(15)).toBe("medium")
+  })
+
+  it("15-30% 为中风险", () => {
+    expect(getRiskLevel(20)).toBe("medium")
+    expect(getRiskLevel(30)).toBe("medium")
+  })
+
+  it(">30% 为高风险", () => {
+    expect(getRiskLevel(30.1)).toBe("high")
+    expect(getRiskLevel(80)).toBe("high")
+    expect(getRiskLevel(100)).toBe("high")
+  })
+})

apps/web/src/test/pages/generate/smoke.test.tsx

@@ -19,6 +19,10 @@ import "@/pages/generate/GeneratePage"
 import "@/pages/generate/components/Step2MaterialSelect"
 import "@/pages/generate/components/Step4TitleSettings"
 import "@/pages/generate/components/Step5VoiceSelect"
+import "@/pages/generate/components/Step3VoiceWithMode"
+import "@/pages/generate/components/CanvasPreviewGrid"
+import "@/pages/generate/components/BatchGenerationGrid"
+import "@/pages/generate/components/PreviewCountModal"
 import "@/pages/generate/components/PreviewVideoPanel"
 import "@/pages/generate/components/GenerateResultPanel"
 import "@/pages/generate/components/GenerateStepContent"
@@ -45,6 +49,7 @@ describe("GeneratePage module smoke test", () => {
   })
 })
 import "@/pages/generate/hooks/useGenerateVideo"
+import "@/pages/generate/hooks/useBatchCovers"
 import "@/pages/generate/hooks/usePreviewAssets"
 import "@/pages/generate/hooks/useSegmentScheduler"
 import "@/pages/generate/hooks/generate-video/useGenerationPolling"

apps/worker/video_processing/dedup_helpers.py

@@ -2,6 +2,9 @@
 
 供 generate_video 共同复用，
 创建 GeneratedVideo 记录后计算指纹并执行项目级 + 批次内查重。
+
+v2: 两阶段持久化 — 先计算所有查重数据，再一次性 commit，
+避免中间异常导致 duplicate_rate 等字段缺失。
 """
 
 from __future__ import annotations
@@ -34,24 +37,14 @@ def create_video_record_and_dedup(
 ) -> int:
     """创建 GeneratedVideo 记录，计算指纹并执行查重（历史 + 批次）。
 
-    Args:
-        generation_task_id: 生成任务 ID
-        project_id: 项目 ID
-        batch_id: 批次 ID（可为空字符串）
-        file_url: 视频文件 URL
-        file_size: 文件大小（字节）
-        duration: 视频时长（秒）
-        video_path: 视频本地路径（用于计算指纹）
-        mode: 剪辑模式名称
-        session: 数据库会话
-        width: 视频宽度
-        height: 视频高度
-        fps: 视频帧率
+    采用两阶段持久化：先计算所有指纹/查重数据（内存），
+    再一次性写入数据库并 commit。若指纹计算失败，
+    视频记录仍会创建（无查重数据），但保证不会出现"写了记录却没 commit"的中间态。
 
     Returns:
         创建的视频记录数量（1 表示成功，0 表示失败）
     """
-    from video_processing.dedup import VideoDeduplicator
+    from video_processing.dedup import VideoDeduplicator, _save_fingerprint_chunks
 
     from packages.adapters.sqlalchemy_impl.generated_video_repository import (
         SQLAlchemyGeneratedVideoRepository,
@@ -60,8 +53,9 @@ def create_video_record_and_dedup(
 
     try:
         video_id = uuid4().hex
-        # 使用传入的名称，没有则 fallback 到默认命名
         video_name = name.strip() if name else f"generated-{generation_task_id[:8]}.mp4"
+
+        # ── Phase 1: 构建视频记录（内存，不 commit） ────────────────
         generated_video = GeneratedVideo(
             id=video_id,
             project_id=project_id,
@@ -76,73 +70,96 @@ def create_video_record_and_dedup(
             fps=fps,
             status="completed",
             generation_params={"mode": mode},
+            thumbnail_url=thumbnail_url or None,
         )
 
-        video_repo = SQLAlchemyGeneratedVideoRepository(session)
-        video_repo.create(generated_video)
-
-        # 生成封面缩略图
-        if thumbnail_url:
-            generated_video.thumbnail_url = thumbnail_url
-            video_repo.update_thumbnail(video_id, thumbnail_url)
-            logger.info("Thumbnail set for video %s: %s", video_id, thumbnail_url[:80] if thumbnail_url else "")
-        else:
-            logger.debug("No thumbnail_url provided for video %s, skipping", video_id)
-
-        # 计算视频指纹
+        # ── Phase 2: 计算指纹 & 查重（全部在内存） ────────────────
         deduplicator = VideoDeduplicator()
+        fingerprint = None
+
         try:
             fingerprint = deduplicator.compute_fingerprint(video_path)
         except Exception as fp_err:
             logger.warning("Fingerprint computation failed for %s: %s", video_id, fp_err)
-            session.commit()
-            return 1
 
-        generated_video.video_fingerprint = fingerprint.to_dict()
+        if fingerprint is not None:
+            generated_video.video_fingerprint = fingerprint.to_dict()
 
-        # (a) 历史成片查重
-        duplicate_result = deduplicator.check_duplicate(fingerprint, project_id, session)
+            # 写入分片指纹表（失败不阻塞）
+            try:
+                _save_fingerprint_chunks(fingerprint, video_id, project_id, user_id, session)
+            except Exception as chunk_err:
+                logger.warning("Failed to save fingerprint chunks for %s: %s", video_id, chunk_err)
 
-        # (b) 批次内查重（仅当有 batch_id 时）
-        if not duplicate_result and batch_id:
-            duplicate_result = deduplicator.check_batch_duplicate(fingerprint, batch_id, video_id, session)
-
-        if duplicate_result:
-            generated_video.is_duplicate = True
-            generated_video.duplicate_of = duplicate_result["duplicate_of"]
-            logger.info(
-                "Duplicate detected: %s -> %s (reason=%s, similarity=%.3f)",
-                video_id,
-                duplicate_result["duplicate_of"],
-                duplicate_result["reason"],
-                duplicate_result["similarity"],
-            )
-        else:
-            generated_video.is_duplicate = False
-            generated_video.duplicate_of = None
-
-        # 计算重复率百分比（与项目内所有已有视频对比取最高相似度）
-        try:
-            dup_rate = deduplicator.compute_duplicate_rate(
+            # (a) 历史成片查重（跨项目全局 + 时长预过滤）
+            # Issue #1702: fingerprint.duration 单位是秒，旧代码 /1000 让时长预过滤失效
+            duration_sec = fingerprint.duration if fingerprint.duration else 0
+            duplicate_result = deduplicator.check_duplicate(
                 fingerprint,
                 project_id,
-                video_id,
                 session,
+                scope="user",
                 user_id=user_id,
+                duration_sec=duration_sec,
+                exclude_video_id=video_id,
             )
-            generated_video.duplicate_rate = dup_rate
-            logger.info("Duplicate rate for %s: %.2f%%", video_id, dup_rate)
-        except Exception as rate_err:
-            logger.warning("Failed to compute duplicate_rate for %s: %s", video_id, rate_err)
-            generated_video.duplicate_rate = None
 
-        video_repo.update(generated_video)
+            # (b) 批次内查重（仅当有 batch_id 时）
+            if not duplicate_result and batch_id:
+                duplicate_result = deduplicator.check_batch_duplicate(fingerprint, batch_id, video_id, session)
+
+            if duplicate_result:
+                generated_video.is_duplicate = True
+                generated_video.duplicate_of = duplicate_result["duplicate_of"]
+                logger.info(
+                    "Duplicate detected: %s -> %s (reason=%s, similarity=%.3f)",
+                    video_id,
+                    duplicate_result["duplicate_of"],
+                    duplicate_result["reason"],
+                    duplicate_result["similarity"],
+                )
+            else:
+                generated_video.is_duplicate = False
+                generated_video.duplicate_of = None
+
+            # 计算重复率百分比（跨项目全局）
+            try:
+                rate_result = deduplicator.compute_duplicate_rate(
+                    fingerprint,
+                    project_id,
+                    video_id,
+                    session,
+                    scope="user",
+                    user_id=user_id,
+                )
+                generated_video.duplicate_rate = rate_result["duplicate_rate"]
+                generated_video.match_count = rate_result["match_count"]
+                generated_video.visual_similarity = rate_result["visual_similarity"]
+                logger.info(
+                    "Duplicate rate for %s: %.2f%% (visual_sim=%.3f, matches=%d)",
+                    video_id,
+                    rate_result["duplicate_rate"],
+                    rate_result["visual_similarity"],
+                    rate_result["match_count"],
+                )
+            except Exception as rate_err:
+                logger.warning("Failed to compute duplicate_rate for %s: %s", video_id, rate_err)
+                generated_video.duplicate_rate = None
+
+        # ── Phase 3: 一次性持久化 ─────────────────────────────────
+        video_repo = SQLAlchemyGeneratedVideoRepository(session)
+        video_repo.create(generated_video)
+
+        if thumbnail_url:
+            logger.info("Thumbnail set for video %s: %s", video_id, thumbnail_url[:80])
+
         session.commit()
         logger.info(
-            "GeneratedVideo record created: %s (task=%s, dup=%s)",
+            "GeneratedVideo record created: %s (task=%s, dup=%s, rate=%s)",
             video_id,
             generation_task_id,
             generated_video.is_duplicate,
+            generated_video.duplicate_rate,
         )
         return 1
     except Exception as e:

apps/worker/video_processing/ffmpeg_utils.py

@@ -304,3 +304,127 @@ def normalize_video(
     ]
     run_ffmpeg(command)
     return {"width": width, "height": height, "path": output_path}
+
+
+def random_edge_crop(
+    input_path: str | Path,
+    output_path: str | Path | None = None,
+    *,
+    min_crop_pct: float = 0.02,
+    max_crop_pct: float = 0.05,
+) -> Path:
+    """对视频四边做随机裁剪再缩放回原分辨率，用于改变 pHash 指纹。
+
+    Args:
+        input_path: 输入视频路径
+        output_path: 输出路径；为 None 时写入 input_path 同目录的临时文件，
+                     成功后覆盖原文件
+        min_crop_pct: 每边最小裁剪比例（默认 2%）
+        max_crop_pct: 每边最大裁剪比例（默认 5%）
+
+    Returns:
+        输出文件路径（Path 对象）
+
+    Raises:
+        subprocess.CalledProcessError: ffmpeg 执行失败时抛出
+    """
+    import random
+    import shutil
+    import tempfile
+
+    input_path = Path(input_path)
+
+    # 获取原始分辨率
+    info = probe_video_info(str(input_path))
+    W = info["width"]
+    H = info["height"]
+
+    if W <= 0 or H <= 0:
+        logger.warning("无法获取视频分辨率 (W=%d H=%d)，跳过裁剪: %s", W, H, input_path)
+        return input_path
+
+    # 四边各自随机裁剪 2%~5%
+    crop_top = int(H * random.uniform(min_crop_pct, max_crop_pct))
+    crop_bottom = int(H * random.uniform(min_crop_pct, max_crop_pct))
+    crop_left = int(W * random.uniform(min_crop_pct, max_crop_pct))
+    crop_right = int(W * random.uniform(min_crop_pct, max_crop_pct))
+
+    # 裁剪后尺寸（确保至少 2 像素）
+    new_w = max(W - crop_left - crop_right, 2)
+    new_h = max(H - crop_top - crop_bottom, 2)
+    x_offset = crop_left
+    y_offset = crop_top
+
+    # 确保裁剪尺寸为偶数（ffmpeg 编码器常要求偶数尺寸）
+    new_w = new_w if new_w % 2 == 0 else new_w - 1
+    new_h = new_h if new_h % 2 == 0 else new_h - 1
+    if new_w < 2:
+        new_w = 2
+    if new_h < 2:
+        new_h = 2
+
+    # 输出分辨率必须与原始一致
+    out_w = W if W % 2 == 0 else W + 1
+    out_h = H if H % 2 == 0 else H + 1
+
+    vf = f"crop={new_w}:{new_h}:{x_offset}:{y_offset},scale={out_w}:{out_h}"
+
+    logger.info(
+        "随机边缘裁剪: %s → crop(%d,%d,%d,%d)=%dx%d scale→%dx%d",
+        input_path.name,
+        crop_top,
+        crop_bottom,
+        crop_left,
+        crop_right,
+        new_w,
+        new_h,
+        out_w,
+        out_h,
+    )
+
+    # 确定输出路径
+    if output_path is None:
+        temp_fd, temp_path = tempfile.mkstemp(suffix=".mp4", dir=input_path.parent)
+        import os
+
+        os.close(temp_fd)
+        temp_output = Path(temp_path)
+        replace_original = True
+    else:
+        temp_output = Path(output_path)
+        replace_original = False
+
+    command = [
+        FFMPEG_BIN,
+        "-y",
+        "-i",
+        str(input_path),
+        "-vf",
+        vf,
+        "-c:v",
+        "libx264",
+        "-preset",
+        "fast",
+        "-crf",
+        "18",
+        "-c:a",
+        "copy",
+        "-movflags",
+        "+faststart",
+        str(temp_output),
+    ]
+
+    try:
+        run_ffmpeg(command)
+    except Exception:
+        # 裁剪失败时清理临时文件
+        if temp_output.exists() and replace_original:
+            temp_output.unlink(missing_ok=True)
+        raise
+
+    # 成功 → 覆盖原文件
+    if replace_original:
+        shutil.move(str(temp_output), str(input_path))
+        return input_path
+
+    return temp_output

apps/worker/video_processing/subtitle_generator.py

@@ -213,7 +213,7 @@ def generate_ass_from_timeline(
             t_shadow.get("offset_x", 2) if t_shadow.get("enabled", False) else 0,
             t_shadow.get("offset_y", 2) if t_shadow.get("enabled", False) else 0,
         )
-        t_alignment = position_to_ass_alignment(title_cfg.get("position", "top"))
+        t_alignment = position_to_ass_alignment(title_cfg.get("position", "bottom"))
 
         title_style_line = build_ass_style(
             "TitleStyle",

apps/worker/video_processing/unified_render_service.py

@@ -198,8 +198,13 @@ class UnifiedRenderService:
         # 2. 分组为 RenderLayers
         layers = self._group_clips_into_layers(resolved)
 
+        # 2.5 配音时长对齐：如果有配音素材，调整片段时长以匹配配音时长
+        voice_duration = self._get_voice_audio_duration()
+        if voice_duration > 0:
+            self._align_clips_to_voice_duration(layers, voice_duration)
+
         # 3. 计算视频总时长（用于字幕显示时长）
-        video_duration = self._estimate_total_duration(layers)
+        video_duration_final = self._estimate_total_duration(layers)
         # Debug: 输出各图层时长明细
         for layer in layers:
             layer_total = sum(UnifiedRenderService._clip_adjusted_duration(c) for c in layer.clips)
@@ -215,16 +220,16 @@ class UnifiedRenderService:
                 self.transition_duration,
                 ", ".join(clip_details),
             )
-        logger.info("[debug] estimated video_duration=%.3f", video_duration)
+        logger.info("[debug] estimated video_duration=%.3f", video_duration_final)
 
         # 3.5 TTS 配音生成（如果配置了）
-        self._maybe_add_voiceover_layer(layers, video_duration=video_duration)
+        self._maybe_add_voiceover_layer(layers, video_duration=video_duration_final)
 
         # 3.6 配音素材库音频（如果传入了本地路径）
-        self._maybe_add_voice_library_layer(layers, video_duration=video_duration)
+        self._maybe_add_voice_library_layer(layers, video_duration=video_duration_final)
 
         # 4. 生成 ASS 字幕文件（如果有 title/subtitle 配置）
-        ass_path = self._maybe_generate_ass(video_duration)
+        ass_path = self._maybe_generate_ass(video_duration_final)
 
         # 4.5 解析画中画配置
         pip_config = PiPConfig.from_dict((self.plan.config or {}).get("pip_config"))
@@ -257,7 +262,7 @@ class UnifiedRenderService:
             # 先尝试 stream copy 优化（无重编码，性能提升 10 倍+）
             # 条件不满足或失败时回退到带滤镜的直通渲染
             stream_copy_ok = self._try_render_stream_copy(
-                layers, output_path, ass_path=ass_path, video_duration=video_duration
+                layers, output_path, ass_path=ass_path, video_duration=video_duration_final
             )
             if stream_copy_ok:
                 used_stream_copy = True
@@ -271,7 +276,7 @@ class UnifiedRenderService:
                     layers,
                     output_path,
                     ass_path=ass_path,
-                    video_duration=video_duration,
+                    video_duration=video_duration_final,
                 )
         else:
             filter_complex, input_args = self._build_filter_complex(layers, ass_path=ass_path)
@@ -327,7 +332,7 @@ class UnifiedRenderService:
                         from video_processing.ffmpeg_utils import run_ffmpeg
 
                         run_ffmpeg(extract_cmd)
-                        final_audio = mix_bgm_with_main(ctx, main_audio_path, bgm_cfg, video_duration)
+                        final_audio = mix_bgm_with_main(ctx, main_audio_path, bgm_cfg, video_duration_final)
                         # 合并回视频
 
                         bgm_output = self.work_dir / f"rendered_{self.plan.id}_bgm.mp4"
@@ -353,7 +358,7 @@ class UnifiedRenderService:
             audio_path = mix_audio(
                 ctx,
                 layers,
-                video_duration,
+                video_duration_final,
                 bgm_path=self.bgm_path,
                 bgm_config=bgm_config,
                 audio_tracks_config=audio_tracks_config,
@@ -487,6 +492,147 @@ class UnifiedRenderService:
         """
         return _estimate_total_duration_pure(layers, self.transition_duration)
 
+    def _get_voice_audio_duration(self) -> float:
+        """获取配音音频文件的时长（秒）。
+
+        Returns:
+            配音音频时长，如果无配音或探测失败则返回 0.0
+        """
+        if not self.voiceover_audio_path:
+            return 0.0
+
+        audio_path = Path(self.voiceover_audio_path)
+        if not audio_path.exists() or audio_path.stat().st_size == 0:
+            return 0.0
+
+        try:
+            duration = probe_duration(audio_path)
+            logger.info("[voice-align] 配音音频时长: %.3fs path=%s", duration, self.voiceover_audio_path)
+            return duration
+        except Exception as e:
+            logger.warning("[voice-align] 探测配音音频时长失败: %s", e)
+            return 0.0
+
+    def _align_clips_to_voice_duration(
+        self,
+        layers: list[RenderLayer],
+        voice_duration: float,
+    ) -> None:
+        """调整片段时长以对齐配音时长。
+
+        核心逻辑：
+        - 计算片段总时长与配音时长的比例
+        - ±5% 以内不调整
+        - ratio < 1（片段比配音长）：按比例裁剪每段末尾
+        - ratio > 1（片段比配音短）：按比例慢放每段
+
+        Args:
+            layers: 渲染图层列表
+            voice_duration: 配音时长（秒）
+        """
+        if voice_duration <= 0:
+            return
+
+        # 只调整视频图层（main/broll/background），不调整音频图层
+        video_layers = [layer for layer in layers if layer.role in ("main", "broll", "background")]
+        if not video_layers:
+            return
+
+        # 计算所有视频图层的总时长
+        total_clips_duration = 0.0
+        for layer in video_layers:
+            for clip in layer.clips:
+                clip_dur = self._clip_adjusted_duration(clip)
+                total_clips_duration += clip_dur
+
+        if total_clips_duration <= 0:
+            return
+
+        ratio = voice_duration / total_clips_duration
+
+        # ±5% 以内不调整
+        if abs(ratio - 1.0) <= 0.05:
+            logger.info(
+                "[voice-align] 比例接近1:1，跳过调整: ratio=%.4f voice=%.3f clips=%.3f",
+                ratio,
+                voice_duration,
+                total_clips_duration,
+            )
+            return
+
+        logger.info(
+            "[voice-align] 开始调整片段时长: ratio=%.4f voice=%.3f clips=%.3f",
+            ratio,
+            voice_duration,
+            total_clips_duration,
+        )
+
+        # 收集所有视频 clip
+        all_clips: list[tuple[RenderLayer, ResolvedClip]] = []
+        for layer in video_layers:
+            for clip in layer.clips:
+                all_clips.append((layer, clip))
+
+        if not all_clips:
+            return
+
+        if ratio < 1.0:
+            # 片段比配音长，按比例裁剪每段末尾
+            # 减少每个 clip 的 duration
+            for _layer, clip in all_clips:
+                old_duration = clip.duration if clip.duration > 0 else clip.actual_duration
+                new_duration = old_duration * ratio
+
+                # 更新 duration
+                clip.duration = max(0.1, new_duration)  # 至少 0.1s
+
+                # 如果有 trim_config，也需要调整
+                if clip.trim_config is not None:
+                    new_trim_duration = clip.trim_config.duration * ratio
+                    clip.trim_config = TrimConfig(
+                        start_time=clip.trim_config.start_time,
+                        duration=max(0.1, new_trim_duration),
+                    )
+
+                logger.debug(
+                    "[voice-align] trim clip=%s: %.3f -> %.3f",
+                    clip.clip_id,
+                    old_duration,
+                    clip.duration,
+                )
+
+        else:
+            # ratio > 1.0: 片段比配音短，按比例慢放每段
+            # 降低 playback_speed
+            for _layer, clip in all_clips:
+                old_speed = clip.playback_speed if clip.playback_speed > 0 else 1.0
+                # speed = old_speed / ratio 会使视频变慢（ratio > 1 时）
+                new_speed = old_speed / ratio
+
+                # 下限 0.25x（避免过慢）
+                new_speed = max(0.25, round(new_speed, 4))
+                clip.playback_speed = new_speed
+
+                logger.debug(
+                    "[voice-align] slowdown clip=%s: speed %.4f -> %.4f",
+                    clip.clip_id,
+                    old_speed,
+                    new_speed,
+                )
+
+        # 调整后重新计算总时长用于日志
+        new_total = 0.0
+        for layer in video_layers:
+            for clip in layer.clips:
+                new_total += self._clip_adjusted_duration(clip)
+
+        logger.info(
+            "[voice-align] 调整完成: 新总时长=%.3fs (目标=%.3fs, 差异=%.3fs)",
+            new_total,
+            voice_duration,
+            abs(new_total - voice_duration),
+        )
+
     def _maybe_generate_ass(self, video_duration: float) -> Path | None:
         """根据 plan.config 生成 ASS 字幕文件。
 

apps/worker/worker_app/celery_app.py

@@ -15,16 +15,25 @@ celery_app.conf.imports = (
     "worker_app.tasks.voice_clone",
     "worker_app.tasks.tts_synthesis",
     "worker_app.tasks.batch_download",
+    "worker_app.tasks.duplication_check",
     "worker_app.tasks._startup",
     "apps.worker.video_processing.dedup",
     "worker_app.tasks.cleanup",
 )
 
 # Celery Beat 定时任务调度
+# 注：worker 单实例内嵌 beat（entrypoint-worker.sh -B），定时任务不会重复执行
 celery_app.conf.beat_schedule = {
+    # pending 任务超时清理：worker 停止消费后，卡 pending 的任务 15 分钟内释放限流名额
     "cleanup-stale-pending-tasks": {
         "task": "worker.cleanup_stale_pending_tasks",
-        "schedule": 600.0,  # 每 10 分钟（秒）
-        "options": {"expires": 300},  # 5 分钟过期，避免堆积
+        "schedule": 300.0,  # 每 5 分钟（秒）
+        "options": {"expires": 240},  # 4 分钟过期，避免堆积
+    },
+    # running 孤儿任务巡检：容器重启/进程被杀后卡 running 的任务，20 分钟无更新则判失败
+    "cleanup-stale-running-tasks": {
+        "task": "worker.cleanup_stale_running_tasks",
+        "schedule": 300.0,  # 每 5 分钟（秒）
+        "options": {"expires": 240},
     },
 }

apps/worker/worker_app/tasks/_startup.py

@@ -7,11 +7,34 @@ from worker_app.db import SessionLocal
 
 logger = logging.getLogger(__name__)
 
-# 孤儿任务超时阈值：渲染任务超过此时间未更新则视为卡死
-ORPHAN_TASK_TIMEOUT_MINUTES = 10
 
-# Pending 任务超时阈值：pending 任务在队列中等待超过此时间则自动清理
-PENDING_TASK_TIMEOUT_MINUTES = 30
+def cleanup_stale_running_with_session(repo, timeout_minutes: int) -> int:
+    """清理超时未更新的 running GenerationTask（可注入 repo 的纯核心，便于单测）。
+
+    Returns:
+        清理的任务数量
+    """
+    return repo.cleanup_stale_running(timeout_minutes)
+
+
+def cleanup_stale_pending_with_session(repo, timeout_minutes: int) -> int:
+    """清理超时 pending GenerationTask（可注入 repo 的纯核心，便于单测）。
+
+    Returns:
+        清理的任务数量
+    """
+    return repo.cleanup_stale_pending(timeout_minutes)
+
+
+# 孤儿任务超时阈值：running 任务超过此时间无进度更新则视为卡死。
+# 依据：worker.generate_video 硬超时 time_limit=11 分钟，正常任务不可能超过；
+# 20 分钟阈值覆盖硬超时 + 重试 + 余量，绝不误杀正常任务。
+ORPHAN_TASK_TIMEOUT_MINUTES = 20
+
+# Pending 任务超时阈值：任务创建后超过此时间仍未被 worker 拉取，
+# 说明 worker 已停止消费（容器异常/卡死），清掉释放限流名额。
+# 依据：满队列（20 pending）× 平均 2 分钟 / 并发 4 ≈ 10 分钟，15 分钟留余量。
+PENDING_TASK_TIMEOUT_MINUTES = 15
 
 
 def cleanup_orphan_tasks(timeout_minutes: int = ORPHAN_TASK_TIMEOUT_MINUTES) -> int:  # pragma: no cover
@@ -32,9 +55,11 @@ def cleanup_orphan_tasks(timeout_minutes: int = ORPHAN_TASK_TIMEOUT_MINUTES) ->
 
     try:
         session = SessionLocal()
-        repo = SQLAlchemyGenerationTaskRepository(session)
-        count = repo.cleanup_stale_running(timeout_minutes)
-        session.close()
+        try:
+            repo = SQLAlchemyGenerationTaskRepository(session)
+            count = cleanup_stale_running_with_session(repo, timeout_minutes)
+        finally:
+            session.close()
         if count > 0:
             logger.warning("清理了 %d 个超时的孤儿 GenerationTask（超过 %d 分钟未更新）", count, timeout_minutes)
         else:
@@ -105,7 +130,7 @@ def cleanup_stale_pending_tasks(timeout_minutes: int = PENDING_TASK_TIMEOUT_MINU
     session = SessionLocal()
     try:
         repo = SQLAlchemyGenerationTaskRepository(session)
-        count = repo.cleanup_stale_pending(timeout_minutes)
+        count = cleanup_stale_pending_with_session(repo, timeout_minutes)
         if count > 0:
             logger.warning("清理了 %d 个超时的 pending GenerationTask（超过 %d 分钟未处理）", count, timeout_minutes)
         else:

apps/worker/worker_app/tasks/cleanup.py

@@ -1,14 +1,18 @@
 """定期清理任务 — Celery Beat 调度。
 
 包含：
-- cleanup_stale_pending_tasks: 定期清理卡在 pending 超时的 generation_tasks
+- cleanup_stale_pending_tasks: 定期清理卡在 pending 超时的 generation_tasks（worker 停止消费时占位）
+- cleanup_stale_running_tasks: 定期清理卡在 running 超时的 generation_tasks（容器重启/进程被杀后的孤儿）
 """
 
 import logging
 
 from celery import shared_task
 from worker_app.tasks._startup import (
+    ORPHAN_TASK_TIMEOUT_MINUTES,
     PENDING_TASK_TIMEOUT_MINUTES,
+    cleanup_orphan_tasks,
+    cleanup_stale_jobs,
     cleanup_stale_pending_tasks,
 )
 
@@ -19,12 +23,12 @@ logger = logging.getLogger(__name__)
 def scheduled_cleanup_stale_pending(timeout_minutes: int = PENDING_TASK_TIMEOUT_MINUTES) -> dict:
     """Celery Beat 调度的定期任务：清理超时的 pending 任务。
 
-    每 10 分钟执行一次（由 celery_app.py 的 beat_schedule 配置），
+    每 5 分钟执行一次（由 celery_app.py 的 beat_schedule 配置），
     查找所有 status='pending' 且 created_at < NOW() - timeout_minutes
-    的 generation_tasks，批量更新为 failed。
+    的 generation_tasks，批量更新为 failed，释放限流名额。
 
     Args:
-        timeout_minutes: 超时时间（分钟），默认 30 分钟
+        timeout_minutes: 超时时间（分钟），默认 15 分钟
 
     Returns:
         {"cleaned": int}
@@ -33,3 +37,33 @@ def scheduled_cleanup_stale_pending(timeout_minutes: int = PENDING_TASK_TIMEOUT_
     if count > 0:
         logger.info("[Beat] 清理了 %d 个超时 pending 任务（超时阈值 %d 分钟）", count, timeout_minutes)
     return {"cleaned": count}
+
+
+@shared_task(name="worker.cleanup_stale_running_tasks")
+def scheduled_cleanup_stale_running(timeout_minutes: int = ORPHAN_TASK_TIMEOUT_MINUTES) -> dict:
+    """Celery Beat 调度的定期任务：清理超时的 running 孤儿任务。
+
+    每 5 分钟执行一次。worker_ready 信号只在 worker 启动时清一次，
+    若 worker 没重启但任务卡死（上传挂起、进程 OOM 被内核杀掉等），
+    任务会永久卡在 running 占位。此任务做持续兜底：
+    查找 status='running' 且 updated_at < NOW() - timeout_minutes 的任务，
+    标记为 failed（原因：容器重启/超时中断），同时清理 Job 表孤儿。
+
+    Args:
+        timeout_minutes: 超时时间（分钟），默认 20 分钟
+        （worker.generate_video 硬超时 11 分钟，正常任务不可能超过 20 分钟）
+
+    Returns:
+        {"generation_tasks": int, "jobs": int}
+    """
+    gen_count = cleanup_orphan_tasks(timeout_minutes)
+    job_count = cleanup_stale_jobs(timeout_minutes)
+    total = gen_count + job_count
+    if total > 0:
+        logger.warning(
+            "[Beat] 清理孤儿任务: running GenerationTask=%d, Job=%d（超时阈值 %d 分钟）",
+            gen_count,
+            job_count,
+            timeout_minutes,
+        )
+    return {"generation_tasks": gen_count, "jobs": job_count}

apps/worker/worker_app/tasks/duplication_check.py

@@ -0,0 +1,198 @@
+"""手动查重任务（Issue #1661）。
+
+流程：
+1. 从 OSS 下载用户上传的待查重视频
+2. 动态抽帧计算指纹（复用 VideoDeduplicator.compute_fingerprint）
+3. 跨项目与用户所有已有成片比对（compute_duplicate_rate + find_duplicate_segments）
+4. 更新 DuplicationRecord：status / duplicate_rate / duplicate_count / segments
+   同时写入 visual_similarity / match_count
+5. 失败重试 3 次、间隔 60 秒，最终失败标记 failed；临时文件始终清理
+"""
+
+import logging
+import os
+import shutil
+import tempfile
+
+from celery import Task
+from celery.exceptions import Retry
+from video_processing.dedup import (
+    VideoDeduplicator,
+    find_duplicate_segments,
+)
+from worker_app.celery_app import celery_app
+from worker_app.db import SessionLocal
+
+from packages.adapters.sqlalchemy_impl.duplication_repository import (
+    SQLAlchemyDuplicationRecordRepository,
+)
+from packages.adapters.sqlalchemy_impl.generated_video_repository import (
+    SQLAlchemyGeneratedVideoRepository,
+)
+from packages.domain.duplication import DuplicateSegment
+from packages.shared.storage import get_storage_service
+
+logger = logging.getLogger(__name__)
+
+
+def _build_domain_segments(
+    fingerprint,
+    session,
+    deduplicator: VideoDeduplicator,
+    user_id: str,
+) -> tuple[list[DuplicateSegment], int]:
+    """对用户所有已有视频做分片级时序匹配，构建领域片段列表。
+
+    Returns:
+        (segments, duplicate_count) — segments 为 query 视频中的重复片段，
+        duplicate_count 为存在重复片段的匹配视频数。
+    """
+    video_repo = SQLAlchemyGeneratedVideoRepository(session)
+    existing_videos = video_repo.list_by_user(user_id)
+
+    segments_out: list[DuplicateSegment] = []
+    duplicate_count = 0
+
+    for existing in existing_videos:
+        if not existing.video_fingerprint:
+            continue
+
+        chunk_data = deduplicator._get_existing_chunks(existing.id, session)
+        if not chunk_data:
+            # 老视频无分片数据，时序定位不可靠，跳过片段级匹配
+            continue
+
+        raw_segments = find_duplicate_segments(fingerprint.chunks, chunk_data)
+        if not raw_segments:
+            continue
+
+        duplicate_count += 1
+        for raw in raw_segments:
+            avg_sim = 1.0 - raw.avg_distance / 64.0
+            segments_out.append(
+                DuplicateSegment.create(
+                    source_start=round(raw.query_start_ms / 1000.0, 2),
+                    source_end=round(raw.query_end_ms / 1000.0, 2),
+                    matched_video_id=existing.id,
+                    matched_video_name=existing.name,
+                    matched_start=round(raw.target_start_ms / 1000.0, 2),
+                    matched_end=round(raw.target_end_ms / 1000.0, 2),
+                    similarity=round(max(0.0, min(1.0, avg_sim)) * 100, 1),
+                )
+            )
+
+    # 按 query 起始时间排序，片段时间轴稳定
+    segments_out.sort(key=lambda s: (s.source_start, s.source_end))
+    return segments_out, duplicate_count
+
+
+@celery_app.task(bind=True, max_retries=3, name="worker.process_duplication_check")
+def process_duplication_check(self: Task, record_id: str) -> dict:
+    """处理一次手动查重请求。
+
+    Args:
+        record_id: DuplicationRecord ID
+
+    Returns:
+        dict: {"ok": True, "record_id": ..., "duplicate_rate": ..., ...}
+    """
+    session = None
+    temp_dir = None
+    try:
+        session = SessionLocal()
+        repo = SQLAlchemyDuplicationRecordRepository(session)
+        storage_service = get_storage_service()
+        deduplicator = VideoDeduplicator()
+
+        record = repo.get(record_id)
+        if record is None:
+            raise ValueError(f"Duplication record {record_id} not found")
+
+        if record.status not in ("pending", "processing"):
+            logger.info("Duplication record %s already %s, skip", record_id, record.status)
+            return {"ok": True, "record_id": record_id, "status": record.status, "skipped": True}
+
+        record.mark_processing()
+        repo.update(record)
+        session.commit()
+
+        temp_dir = tempfile.mkdtemp(prefix="dup_check_")
+        suffix = os.path.splitext(record.filename)[1] or ".mp4"
+        local_path = os.path.join(temp_dir, f"{record_id}{suffix}")
+
+        storage_service.download_file(record.storage_key, local_path)
+
+        fingerprint = deduplicator.compute_fingerprint(local_path)
+        record.duration_seconds = round(fingerprint.duration, 2) if fingerprint.duration else 0.0
+        record.video_fingerprint = fingerprint.to_dict()
+
+        # 跨项目与用户所有已有视频比对（current_video_id=None：上传视频不在成片表中）
+        rate_result = deduplicator.compute_duplicate_rate(
+            fingerprint,
+            project_id="",
+            current_video_id=None,
+            session=session,
+            scope="user",
+            user_id=record.user_id,
+        )
+
+        # 分片级时序匹配 → 重复片段
+        segments, segment_match_count = _build_domain_segments(fingerprint, session, deduplicator, record.user_id)
+
+        record.mark_completed(
+            duplicate_rate=rate_result["duplicate_rate"],
+            duplicate_count=segment_match_count,
+            segments=segments,
+            visual_similarity=rate_result["visual_similarity"],
+            match_count=rate_result["match_count"],
+        )
+        repo.update(record)
+        session.commit()
+
+        logger.info(
+            "Duplication check completed: record=%s rate=%.2f%% matches=%d segments=%d",
+            record_id,
+            record.duplicate_rate,
+            record.match_count,
+            len(segments),
+        )
+
+        return {
+            "ok": True,
+            "record_id": record_id,
+            "status": "completed",
+            "duplicate_rate": record.duplicate_rate,
+            "duplicate_count": record.duplicate_count,
+            "visual_similarity": record.visual_similarity,
+            "match_count": record.match_count,
+            "segments": len(segments),
+        }
+
+    except Retry:
+        raise
+
+    except Exception as e:
+        logger.error("Duplication check failed for record %s: %s", record_id, e, exc_info=True)
+        if session is not None:
+            session.rollback()
+            # 超过重试上限：标记 failed 并返回失败结果，不再 retry
+            if "repo" in locals() and self.request.retries >= self.max_retries:
+                try:
+                    failed_record = repo.get(record_id)
+                    if failed_record is not None and failed_record.status != "failed":
+                        failed_record.mark_failed(f"查重失败（已重试{self.max_retries}次）: {e}")
+                        repo.update(failed_record)
+                        session.commit()
+                except Exception as inner:
+                    logger.error("Failed to mark duplication record %s as failed: %s", record_id, inner)
+                    session.rollback()
+                return {"ok": False, "record_id": record_id, "status": "failed", "error": str(e)}
+            # 未达上限：60 秒后重试
+            raise self.retry(exc=e, countdown=60) from e
+        return {"ok": False, "record_id": record_id, "status": "failed", "error": str(e)}
+
+    finally:
+        if session is not None:
+            session.close()
+        if temp_dir and os.path.isdir(temp_dir):
+            shutil.rmtree(temp_dir, ignore_errors=True)

apps/worker/worker_app/tasks/generation.py

@@ -716,6 +716,28 @@ def generate_video(self, task_id: str) -> dict:
 
                     _update_task_progress(task_id, 80, "渲染完成")
 
+                    # ── 3.5 随机边缘裁剪降重（#1664） ──────────────────────────
+                    from video_processing.ffmpeg_utils import random_edge_crop
+
+                    try:
+                        cropped_path = random_edge_crop(output_path)
+                        if cropped_path != output_path:
+                            output_path = cropped_path
+                        if gen_task:
+                            gen_task.append_log("边缘裁剪", "已应用随机 2-5% 边缘裁剪降重")
+                            _flush_logs(task_id, gen_task)
+                        logger.info("[task_id=%s] 随机边缘裁剪完成: %s", task_id, output_path)
+                    except Exception as crop_err:
+                        logger.warning(
+                            "[task_id=%s] 随机边缘裁剪失败，使用原始视频继续: %s",
+                            task_id,
+                            crop_err,
+                            exc_info=True,
+                        )
+                        if gen_task:
+                            gen_task.append_log("边缘裁剪", f"裁剪失败，使用原始视频: {crop_err}")
+                            _flush_logs(task_id, gen_task)
+
                     # ── 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(

apps/worker/worker_app/tasks/ingest.py

@@ -630,7 +630,7 @@ def ingest_asset(job_id: str) -> dict:
                 name=filename,
                 storage_key=job.storage_key,
                 mime_type=mime_type,
-                metadata={"ingest_error": error_reason},
+                metadata={"source": "upload", "ingest_error": error_reason},
                 file_size=int(metadata.get("size_bytes", 0)),
                 duration=float(metadata.get("duration", 0)),
                 width=int(metadata.get("width", 0)),
@@ -656,24 +656,57 @@ def ingest_asset(job_id: str) -> dict:
                 "error": error_reason,
             }
 
-        # Create Asset
-        asset = Asset.create(
-            project_id=job.project_id,
-            library_id=job.library_id,
-            name=filename,
-            storage_key=job.storage_key,
-            mime_type=mime_type,
-            metadata=metadata,
-            file_size=int(metadata.get("size_bytes", 0)),
-            duration=float(metadata.get("duration", 0)),
-            width=int(metadata.get("width", 0)),
-            height=int(metadata.get("height", 0)),
-            codec=metadata.get("codec") or None,
-            status=AssetStatus.READY,
-            file_hash=job.file_hash,
-            thumbnail_url=thumbnail_url,
-        )
-        asset_repo.create(asset)
+        # 查找已存在的 Asset 记录（由 API 端在上传完成时立即创建为 PROCESSING 状态）
+        existing_asset = None
+        try:
+            existing_asset = asset_repo.find_by_storage_key(job.storage_key)
+        except Exception:
+            logger.warning("find_by_storage_key not available, trying fallback lookup")
+
+        if existing_asset is None:
+            # 兜底：如果 API 端没有预先创建 Asset（旧版本兼容），则创建新记录
+            logger.info("No pre-created asset found for storage_key=%s, creating new", job.storage_key)
+            metadata["source"] = "upload"
+            asset = Asset.create(
+                project_id=job.project_id,
+                library_id=job.library_id,
+                name=filename,
+                storage_key=job.storage_key,
+                mime_type=mime_type,
+                metadata=metadata,
+                file_size=int(metadata.get("size_bytes", 0)),
+                duration=float(metadata.get("duration", 0)),
+                width=int(metadata.get("width", 0)),
+                height=int(metadata.get("height", 0)),
+                codec=metadata.get("codec") or None,
+                status=AssetStatus.READY,
+                file_hash=job.file_hash,
+                thumbnail_url=thumbnail_url,
+            )
+            asset_repo.create(asset)
+        else:
+            # 更新已有的 Asset 记录，补充元数据并将状态改为 READY
+            asset = existing_asset
+            asset.mime_type = mime_type
+            metadata["source"] = "upload"
+            asset.metadata = metadata
+            asset.file_size = int(metadata.get("size_bytes", 0))
+            asset.duration = float(metadata.get("duration", 0))
+            asset.width = int(metadata.get("width", 0))
+            asset.height = int(metadata.get("height", 0))
+            codec_val = metadata.get("codec")
+            if codec_val:
+                asset.codec = str(codec_val)
+            fps_val = metadata.get("fps")
+            if fps_val:
+                try:
+                    asset.fps = float(fps_val)
+                except (ValueError, TypeError):
+                    pass
+            asset.status = AssetStatus.READY
+            asset.thumbnail_url = thumbnail_url
+            asset.updated_at = datetime.now(timezone.utc)
+            asset_repo.update(asset)
 
         # Update job status to COMPLETED
         job.status = IngestJobStatus.COMPLETED
@@ -692,15 +725,37 @@ def ingest_asset(job_id: str) -> dict:
         db.rollback()
         logger.error(f"Failed to ingest asset {job_id}: {e}")
 
-        # Update job status to FAILED
+        # Update job status to FAILED and mark pre-created Asset as ERROR
         try:
             job_repo = SQLAlchemyIngestJobRepository(db)
+            asset_repo = SQLAlchemyAssetRepository(db)
             job = job_repo.get(job_id)
             if job:
                 job.status = IngestJobStatus.FAILED
                 job.error_message = str(e)
                 job.updated_at = datetime.now(timezone.utc)
                 job_repo.update(job)
+
+                # 将上传时创建的占位 Asset（PROCESSING/UPLOADING）标记为 ERROR，
+                # 避免素材永远卡在中间状态
+                try:
+                    existing = asset_repo.find_by_storage_key(job.storage_key)
+                    if existing and existing.status in (
+                        AssetStatus.PROCESSING,
+                        AssetStatus.UPLOADING,
+                    ):
+                        existing.status = AssetStatus.ERROR
+                        existing.metadata = {**(existing.metadata or {}), "ingest_error": str(e)}
+                        existing.updated_at = datetime.now(timezone.utc)
+                        asset_repo.update(existing)
+                        logger.info(
+                            "Marked asset as ERROR due to ingest failure: asset_id=%s job_id=%s",
+                            existing.id,
+                            job_id,
+                        )
+                except Exception as asset_err:
+                    logger.warning("Failed to mark asset as ERROR: %s", asset_err)
+
                 db.commit()
         except Exception:
             db.rollback()

infra/docker/compose.yml

@@ -175,9 +175,14 @@ services:
       - xiaoxia-net
     
     # =========================================
-    # 重要: 生产环境不要添加任何 volume 挂载到 /usr/share/nginx/html
-    # 这会导致静态文件被覆盖，返回 403 错误
+    # Nginx 配置运行时覆盖
+    # 确保容器使用正确环境的 nginx 配置，即使镜像构建时使用了默认配置
+    # 注意: 只覆盖 /etc/nginx/conf.d/default.conf，不挂载 /usr/share/nginx/html
     # =========================================
+    environment:
+      - NGINX_ENV=${ENV:-staging}
+    volumes:
+      - ./nginx-${ENV:-staging}.conf:/etc/nginx/conf.d/default.conf:ro
     
     healthcheck:
       test: ["CMD", "wget", "--spider", "-q", "http://127.0.0.1:80"]

packages/adapters/in_memory/asset_repository.py

@@ -127,6 +127,13 @@ class InMemoryAssetRepository:
         items = [a for a in self._assets.values() if tag_set.issubset(set(a.tag_ids))]
         return items[skip : skip + limit]
 
+    def find_by_storage_key(self, storage_key: str) -> Asset | None:
+        """按 storage_key 查找素材。"""
+        for asset in self._assets.values():
+            if asset.storage_key == storage_key:
+                return asset
+        return None
+
     def find_by_library_and_file_hash(
         self,
         library_id: str,

packages/adapters/sqlalchemy_impl/asset_repository.py

@@ -426,6 +426,13 @@ class SQLAlchemyAssetRepository:
         models = self.session.query(AssetModel).filter(AssetModel.id.in_(ids)).offset(skip).limit(limit).all()
         return [self._to_domain(m) for m in models]
 
+    def find_by_storage_key(self, storage_key: str) -> Asset | None:
+        """按 storage_key（对应 DB 中的 file_url）查找素材。"""
+        model = self.session.query(AssetModel).filter(AssetModel.file_url == storage_key).first()
+        if model is None:
+            return None
+        return self._to_domain(model)
+
     def find_by_library_and_file_hash(
         self,
         library_id: str,

packages/adapters/sqlalchemy_impl/duplication_repository.py

@@ -25,6 +25,8 @@ class SQLAlchemyDuplicationRecordRepository:
             status=record.status,
             duplicate_rate=record.duplicate_rate,
             duplicate_count=record.duplicate_count,
+            visual_similarity=record.visual_similarity,
+            match_count=record.match_count,
             video_fingerprint=json.dumps(record.video_fingerprint) if record.video_fingerprint else None,
             error_message=record.error_message,
             created_at=record.created_at,
@@ -58,6 +60,8 @@ class SQLAlchemyDuplicationRecordRepository:
         model.status = record.status
         model.duplicate_rate = record.duplicate_rate
         model.duplicate_count = record.duplicate_count
+        model.visual_similarity = record.visual_similarity
+        model.match_count = record.match_count
         model.video_fingerprint = json.dumps(record.video_fingerprint) if record.video_fingerprint else None
         model.error_message = record.error_message
         model.updated_at = record.updated_at
@@ -121,6 +125,8 @@ class SQLAlchemyDuplicationRecordRepository:
             status=model.status,
             duplicate_rate=model.duplicate_rate,
             duplicate_count=int(model.duplicate_count or 0),
+            visual_similarity=getattr(model, "visual_similarity", None),
+            match_count=getattr(model, "match_count", None),
             video_fingerprint=json.loads(fp_raw) if fp_raw else None,
             error_message=getattr(model, "error_message", ""),
             segments=segments,

packages/adapters/sqlalchemy_impl/edit_plan_clip_repository.py

@@ -131,3 +131,65 @@ class SQLAlchemyEditPlanClipRepository:
             created_at=model.created_at,
             updated_at=model.updated_at,
         )
+
+    def list_used_segments_by_user(
+        self,
+        user_id: str,
+        *,
+        limit_recent: int = 50,
+    ) -> dict[str, list[tuple[float, float]]]:
+        """查询用户已有视频中已使用的素材区间（跨视频避让）.
+
+        JOIN edit_plans 表，按 created_by_user_id 过滤，只查 status='completed'
+        的 plan 下 status='rendered' 且 asset_id 非空的 clips。按 plan 的
+        created_at DESC 取最近 limit_recent 个 plan。
+
+        Returns:
+            {asset_id: [(start_time, start_time + duration), ...]}
+            空结果返回空 dict。
+        """
+        from packages.adapters.sqlalchemy_impl.models import EditPlanModel
+
+        if not user_id:
+            return {}
+
+        # 1. 查出最近 limit_recent 个已完成 plan 的 ID
+        recent_plan_ids = [
+            row[0]
+            for row in self.session.query(EditPlanModel.id)
+            .filter(
+                EditPlanModel.created_by_user_id == user_id,
+                EditPlanModel.status == "completed",
+            )
+            .order_by(EditPlanModel.created_at.desc())
+            .limit(limit_recent)
+            .all()
+        ]
+
+        if not recent_plan_ids:
+            return {}
+
+        # 2. 查这些 plan 下已渲染、有素材的 clips
+        clips = (
+            self.session.query(
+                EditPlanClipModel.asset_id,
+                EditPlanClipModel.start_time,
+                EditPlanClipModel.duration,
+            )
+            .filter(
+                EditPlanClipModel.plan_id.in_(recent_plan_ids),
+                EditPlanClipModel.status == "rendered",
+                EditPlanClipModel.asset_id != "",
+                EditPlanClipModel.asset_id.isnot(None),
+            )
+            .all()
+        )
+
+        # 3. 聚合为 {asset_id: [(start, start+duration), ...]}
+        result: dict[str, list[tuple[float, float]]] = {}
+        for asset_id, start_time, duration in clips:
+            if asset_id not in result:
+                result[asset_id] = []
+            result[asset_id].append((start_time or 0.0, (start_time or 0.0) + (duration or 0.0)))
+
+        return result

packages/adapters/sqlalchemy_impl/generated_video_repository.py

@@ -31,6 +31,8 @@ class SQLAlchemyGeneratedVideoRepository:
             is_duplicate=video.is_duplicate,
             duplicate_of=video.duplicate_of,
             duplicate_rate=video.duplicate_rate,
+            match_count=getattr(video, "match_count", None),
+            visual_similarity=getattr(video, "visual_similarity", None),
             generated_at=video.generated_at,
             created_at=video.created_at,
         )
@@ -62,6 +64,8 @@ class SQLAlchemyGeneratedVideoRepository:
             is_duplicate=getattr(model, "is_duplicate", False),
             duplicate_of=getattr(model, "duplicate_of", None),
             duplicate_rate=getattr(model, "duplicate_rate", None),
+            match_count=getattr(model, "match_count", None),
+            visual_similarity=getattr(model, "visual_similarity", None),
             generated_at=model.generated_at,
             created_at=model.created_at,
         )
@@ -77,6 +81,8 @@ class SQLAlchemyGeneratedVideoRepository:
         model.is_duplicate = video.is_duplicate
         model.duplicate_of = video.duplicate_of
         model.duplicate_rate = video.duplicate_rate
+        model.match_count = getattr(video, "match_count", None)
+        model.visual_similarity = getattr(video, "visual_similarity", None)
         self.session.add(model)
         self.session.commit()
         return video
@@ -85,6 +91,24 @@ class SQLAlchemyGeneratedVideoRepository:
         models = self.session.query(GeneratedVideoModel).filter(GeneratedVideoModel.project_id == project_id).all()
         return [self._to_domain(model) for model in models]
 
+    def list_by_user(self, user_id: str, *, duration_min: float = 0, duration_max: float = 0) -> list[GeneratedVideo]:
+        """按 user_id 查询用户所有项目的视频（跨项目查重）。
+
+        Args:
+            user_id: 用户 ID
+            duration_min: 时长下限（秒），0 表示不限
+            duration_max: 时长上限（秒），0 表示不限
+        """
+        query = self.session.query(GeneratedVideoModel).filter(
+            GeneratedVideoModel.user_id == user_id,
+        )
+        if duration_min > 0:
+            query = query.filter(GeneratedVideoModel.duration >= duration_min)
+        if duration_max > 0:
+            query = query.filter(GeneratedVideoModel.duration <= duration_max)
+        models = query.all()
+        return [self._to_domain(model) for model in models]
+
     def list_by_generation_task(self, generation_task_id: str) -> list[GeneratedVideo]:
         models = (
             self.session.query(GeneratedVideoModel)
@@ -208,6 +232,8 @@ class SQLAlchemyGeneratedVideoRepository:
             is_duplicate=getattr(model, "is_duplicate", False),
             duplicate_of=getattr(model, "duplicate_of", None),
             duplicate_rate=getattr(model, "duplicate_rate", None),
+            match_count=getattr(model, "match_count", None),
+            visual_similarity=getattr(model, "visual_similarity", None),
             generated_at=model.generated_at,
             created_at=model.created_at,
         )

packages/adapters/sqlalchemy_impl/generation_task_repository.py

@@ -138,6 +138,52 @@ class SQLAlchemyGenerationTaskRepository:
             .count()
         )
 
+    def count_running_by_user(self, user_id: str) -> int:
+        """统计指定用户处于 running 状态的任务数（用于限流提示展示）。"""
+        return (
+            self.session.query(GenerationTaskModel)
+            .filter(
+                GenerationTaskModel.created_by_user_id == user_id,
+                GenerationTaskModel.status == GenerationTaskStatus.RUNNING.value,
+            )
+            .count()
+        )
+
+    def count_running_total(self) -> int:
+        """统计全局处于 running 状态的任务数（worker 实际在执行的任务数）。"""
+        return (
+            self.session.query(GenerationTaskModel)
+            .filter(GenerationTaskModel.status == GenerationTaskStatus.RUNNING.value)
+            .count()
+        )
+
+    def estimate_avg_duration_seconds(self, limit: int = 20, default_seconds: float = 120.0) -> float:
+        """估算最近完成任务的平均耗时（秒），用于 429 限流提示的等待预估。
+
+        取最近 N 条 completed 任务的 (completed_at - started_at) 平均值；
+        无足够历史数据时返回 default_seconds。
+        用 Python 侧计算差值，避免 SQLite/PostgreSQL 方言差异。
+        """
+        rows = (
+            self.session.query(GenerationTaskModel.started_at, GenerationTaskModel.completed_at)
+            .filter(
+                GenerationTaskModel.status == GenerationTaskStatus.COMPLETED.value,
+                GenerationTaskModel.started_at.isnot(None),
+                GenerationTaskModel.completed_at.isnot(None),
+            )
+            .order_by(GenerationTaskModel.completed_at.desc())
+            .limit(limit)
+            .all()
+        )
+        durations = [
+            (completed - started).total_seconds()
+            for started, completed in rows
+            if completed and started and (completed - started).total_seconds() > 0
+        ]
+        if not durations:
+            return default_seconds
+        return sum(durations) / len(durations)
+
     def list_recent_by_user(self, user_id: str, limit: int = 5) -> list[GenerationTask]:
         models = (
             self.session.query(GenerationTaskModel)