diff --git a/src/core/batch.py b/src/core/batch.py
index 7de39c3..606fea2 100644
--- a/src/core/batch.py
+++ b/src/core/batch.py
@@ -1,2 +1,138 @@
-def run_batch(*args, **kwargs):
-    raise NotImplementedError("Batch composition is not implemented yet.")
+import logging
+from pathlib import Path
+from typing import Callable, Iterable, List, Optional, Tuple, Union
+
+from core.composer import compose
+from core.models import (
+    BatchMode,
+    BatchOptions,
+    BatchResult,
+    ComposeResult,
+    ImageAsset,
+    TransformState,
+)
+from services.file_service import get_output_dir, make_safe_output_path
+
+logger = logging.getLogger(__name__)
+
+PathLike = Union[str, Path]
+ProgressCallback = Callable[[int, int, ComposeResult], None]
+
+
+def run_batch(
+    garments: Iterable[Union[ImageAsset, PathLike]],
+    prints: Iterable[Union[ImageAsset, PathLike]],
+    transform: TransformState,
+    options: BatchOptions,
+    progress_callback: Optional[ProgressCallback] = None,
+) -> BatchResult:
+    """Run batch composition tasks.
+
+    The function only orchestrates pair generation and delegates all image
+    processing to core.composer.compose(). A failed item is recorded and does
+    not stop later tasks.
+    """
+    garment_paths = _selected_paths(garments)
+    print_paths = _selected_paths(prints)
+    pairs = _build_pairs(garment_paths, print_paths, options.mode)
+
+    results = []
+    export_options = options.export_options
+    output_dir = Path(export_options.output_dir) if export_options.output_dir else get_output_dir()
+
+    logger.info(
+        "Batch started: mode=%s, garments=%d, prints=%d, tasks=%d",
+        options.mode.value,
+        len(garment_paths),
+        len(print_paths),
+        len(pairs),
+    )
+
+    total = len(pairs)
+    for index, (garment_path, print_path) in enumerate(pairs, start=1):
+        try:
+            output_path = make_safe_output_path(
+                output_dir,
+                garment_path,
+                print_path,
+                export_options.output_format,
+            )
+            result = compose(
+                garment_path=garment_path,
+                print_path=print_path,
+                transform=transform,
+                options=export_options,
+                output_path=output_path,
+            )
+        except Exception as exc:
+            logger.exception("Batch item failed unexpectedly: %s + %s", garment_path, print_path)
+            result = ComposeResult(
+                success=False,
+                garment_path=garment_path,
+                print_path=print_path,
+                error=str(exc),
+            )
+
+        results.append(result)
+        if progress_callback is not None:
+            progress_callback(index, total, result)
+
+    batch_result = _summarize(results)
+    logger.info(
+        "Batch finished: total=%d, success=%d, failure=%d",
+        batch_result.total,
+        batch_result.success_count,
+        batch_result.failure_count,
+    )
+    return batch_result
+
+
+def _selected_paths(items: Iterable[Union[ImageAsset, PathLike]]) -> List[Path]:
+    paths = []
+    for item in items:
+        if isinstance(item, ImageAsset):
+            if not item.selected:
+                continue
+            paths.append(Path(item.path))
+        else:
+            paths.append(Path(item))
+    return paths
+
+
+def _build_pairs(
+    garment_paths: List[Path],
+    print_paths: List[Path],
+    mode: BatchMode,
+) -> List[Tuple[Path, Path]]:
+    if mode == BatchMode.MANY_GARMENTS:
+        if not print_paths:
+            return []
+        return [(garment_path, print_paths[0]) for garment_path in garment_paths]
+
+    if mode == BatchMode.MANY_PRINTS:
+        if not garment_paths:
+            return []
+        return [(garment_paths[0], print_path) for print_path in print_paths]
+
+    if mode == BatchMode.ONE_TO_ONE:
+        return list(zip(garment_paths, print_paths))
+
+    if mode == BatchMode.FULL_COMBO:
+        return [
+            (garment_path, print_path)
+            for garment_path in garment_paths
+            for print_path in print_paths
+        ]
+
+    raise ValueError("Unsupported batch mode: {}".format(mode))
+
+
+def _summarize(results: List[ComposeResult]) -> BatchResult:
+    success_count = sum(1 for result in results if result.success)
+    failure_count = len(results) - success_count
+    return BatchResult(
+        results=results,
+        total=len(results),
+        success_count=success_count,
+        failure_count=failure_count,
+    )
diff --git a/tasks.md b/tasks.md
index 35dfa8c..0fe40bc 100644
--- a/tasks.md
+++ b/tasks.md
@@ -238,21 +238,21 @@
 
 任务：
 
-- [ ] 先读取 `src/core/batch.py` 现有内容
-- [ ] 完善 `src/core/batch.py`
-- [ ] 支持多衣服 × 单印花
-- [ ] 支持单衣服 × 多印花
-- [ ] 支持一一匹配
-- [ ] 支持全组合
-- [ ] 复用 `core/composer.py`
-- [ ] 单个任务失败时继续处理剩余任务
-- [ ] 汇总成功数量、失败数量和失败原因
+- [x] 先读取 `src/core/batch.py` 现有内容
+- [x] 完善 `src/core/batch.py`
+- [x] 支持多衣服 × 单印花
+- [x] 支持单衣服 × 多印花
+- [x] 支持一一匹配
+- [x] 支持全组合
+- [x] 复用 `core/composer.py`
+- [x] 单个任务失败时继续处理剩余任务
+- [x] 汇总成功数量、失败数量和失败原因
 
 验收：
 
-- [ ] 不复制第二套合成算法
-- [ ] 单张失败不会中断整个批量任务
-- [ ] 失败原因可供 UI 和日志使用
+- [x] 不复制第二套合成算法
+- [x] 单张失败不会中断整个批量任务
+- [x] 失败原因可供 UI 和日志使用
 
 ## 7. 主界面布局