From f6a0a24217a04e9d5b275afc7c8e3f6e4f74b280 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Fri, 7 Aug 2026 20:02:36 +0800
Subject: [PATCH 01/19] test: define download manifest contract

---
 .../docs/sources/tutorial/0_common_usage.md   | 158 +++++++
 src/jmcomic/jm_downloader.py                  |  17 +
 src/jmcomic/jm_entity.py                      |   1 +
 .../test_download_manifest_contract.py        | 416 ++++++++++++++++++
 tests/test_jmcomic/test_jm_async_client.py    |  10 +-
 5 files changed, 600 insertions(+), 2 deletions(-)
 create mode 100644 tests/test_jmcomic/test_download_manifest_contract.py

diff --git a/assets/docs/sources/tutorial/0_common_usage.md b/assets/docs/sources/tutorial/0_common_usage.md
index 51e31a3d..c51f350a 100644
--- a/assets/docs/sources/tutorial/0_common_usage.md
+++ b/assets/docs/sources/tutorial/0_common_usage.md
@@ -413,3 +413,161 @@ cl = JmApiClient(
     retry_times=1
 )
 ```
+
+
+## 下载结果、完成情况、过程数据的获取
+
+下载完成后，可以直接查看本子或章节的保存目录：
+
+```python
+from jmcomic import download_album, download_photo
+
+album, downloader = download_album('123')
+print('本子保存目录:', album.save_path)
+
+photo, downloader = download_photo('456')
+print('章节保存目录:', photo.save_path)
+```
+
+`album` 和 `photo` 是刚刚下载的本子和章节。`downloader` 是执行下载的对象；只想查看保存目录时，不需要操作它。
+
+<details>
+<summary>查看每个章节和图片的路径</summary>
+
+```python
+album, downloader = download_album('123')
+
+for photo in album:
+    if not photo.save_path:
+        continue
+
+    print('章节目录:', photo.save_path)
+
+    for image in photo:
+        if image.save_path:
+            print('图片文件:', image.save_path)
+```
+
+</details>
+
+<details>
+<summary>一次获取所有图片和导出文件的路径</summary>
+
+不想逐个遍历章节时，可以查看本次下载的文件清单：
+
+```python
+result = download_album('123')
+
+for filepath in result.manifest.image_filepath_list:
+    print(filepath)
+```
+
+列表包含刚下载的图片和本地已经存在、无需重复下载的图片，顺序就是阅读顺序。
+
+使用 PDF、ZIP 或长图导出功能时，也可以从文件清单中获取生成文件：
+
+```python
+from jmcomic import Feature, download_album
+
+result = download_album(
+    '123',
+    extra=Feature.export_pdf + Feature.export_zip,
+)
+
+pdf_list = result.manifest.get_export_filepath_list('pdf')
+zip_list = result.manifest.get_export_filepath_list('zip')
+
+for suffix, filepath_list in result.manifest.export_filepath_dict.items():
+    for filepath in filepath_list:
+        print(suffix, filepath)
+```
+
+同一种格式可能生成多个文件，所以得到的是列表；没有生成对应格式时，得到空列表。
+
+需要同时使用本子信息和文件清单时，可以这样写：
+
+```python
+result = download_album('123')
+album, downloader = result
+
+print(album.save_path)
+print(result.manifest.image_filepath_list)
+```
+
+</details>
+
+<details>
+<summary>查看本子、章节和图片的耗时</summary>
+
+`duration` 记录处理时间，单位为秒：
+
+```python
+album, downloader = download_album('123')
+
+print(f'本子耗时: {album.duration:.2f} 秒')
+
+for photo in album:
+    if photo.duration is None:
+        continue
+
+    print(f'章节 {photo.id}: {photo.duration:.2f} 秒')
+
+    for image in photo:
+        if image.duration is None:
+            continue
+
+        used_existing_file = image.exists and image.cache
+        print(image.filename, image.duration, used_existing_file)
+```
+
+`used_existing_file` 为 `True`，表示本次直接使用了下载前已经存在的图片。此时记录的是本次检查和处理已有文件的耗时。
+
+需要结构化输出时，可以整理成字典后打印 JSON：
+
+```python
+import json
+
+info = {
+    'id': album.id,
+    'save_path': album.save_path,
+    'duration': album.duration,
+    'photo_list': [
+        {
+            'id': photo.id,
+            'save_path': photo.save_path,
+            'duration': photo.duration,
+            'image_list': [
+                {
+                    'filepath': image.save_path,
+                    'duration': image.duration,
+                    'used_existing_file': image.exists and image.cache,
+                }
+                for image in photo
+                if image.duration is not None
+            ],
+        }
+        for photo in album
+        if photo.duration is not None
+    ],
+}
+
+print(json.dumps(info, ensure_ascii=False, indent=2))
+```
+
+</details>
+
+<details>
+<summary>反复查询同一个本子时开启 Client 缓存</summary>
+
+```python
+from jmcomic import JmOption
+
+client = JmOption.default().new_jm_client(cache=True)
+
+album_1 = client.get_album_detail('123')
+album_2 = client.get_album_detail('123')
+```
+
+两次查询得到的本子内容相同，但可以分别修改，互不影响。自定义 album 或 photo 实体时，其中的字段需要支持 Python 的 `deepcopy`；使用 jmcomic 自带实体时不用处理。
+
+</details>
diff --git a/src/jmcomic/jm_downloader.py b/src/jmcomic/jm_downloader.py
index f760d572..faf951b3 100644
--- a/src/jmcomic/jm_downloader.py
+++ b/src/jmcomic/jm_downloader.py
@@ -4,6 +4,17 @@
 from .jm_task_context import bind_jm_task_context
 
 
+class DownloadManifest:
+    """一次顶层下载产生的聚合文件清单。"""
+
+    def __init__(self):
+        self.image_filepath_list: List[str] = []
+        self.export_filepath_dict: Dict[str, List[str]] = {}
+
+    def get_export_filepath_list(self, suffix: str) -> List[str]:
+        raise NotImplementedError
+
+
 def catch_exception(func):
     from functools import wraps
 
@@ -84,6 +95,8 @@ def __init__(self, option: JmOption):
         # 下载失败的记录list
         self.download_failed_image: List[Tuple[JmImageDetail, BaseException]] = []
         self.download_failed_photo: List[Tuple[JmPhotoDetail, BaseException]] = []
+        # 每次顶层下载对应的聚合清单
+        self.manifest_dict: Dict[DetailEntity, DownloadManifest] = {}
         # Feature 特性列表: [(feature, feature_from), ...]
         self._feature_list: List[Tuple] = []
 
@@ -253,6 +266,10 @@ class DownloadResult(NamedTuple):
     detail: DetailEntity
     downloader: BaseDownloader
 
+    @property
+    def manifest(self) -> DownloadManifest:
+        return self.downloader.manifest_dict[self.detail]
+
 
 class BatchResult(set):
     """批量下载结果集。
diff --git a/src/jmcomic/jm_entity.py b/src/jmcomic/jm_entity.py
index 7299807b..3f07a6ff 100644
--- a/src/jmcomic/jm_entity.py
+++ b/src/jmcomic/jm_entity.py
@@ -13,6 +13,7 @@ def __init__(self):
         self.exists: bool = False
         self.skip = False
         self.cache = True
+        self.duration: Optional[float] = None
 
 
 class JmBaseEntity:
diff --git a/tests/test_jmcomic/test_download_manifest_contract.py b/tests/test_jmcomic/test_download_manifest_contract.py
new file mode 100644
index 00000000..b0023794
--- /dev/null
+++ b/tests/test_jmcomic/test_download_manifest_contract.py
@@ -0,0 +1,416 @@
+import asyncio
+import os
+from tempfile import TemporaryDirectory
+from types import SimpleNamespace
+
+from test_jmcomic import *
+from jmcomic.jm_async_client import AsyncJmApiClient
+
+
+def new_album_photo_images(image_count=1):
+    album = JmAlbumDetail(
+        album_id='123',
+        scramble_id='220980',
+        name='album',
+        episode_list=[('456', '1', 'photo')],
+        page_count=image_count,
+        pub_date='',
+        update_date='',
+        likes='0',
+        views='0',
+        comment_count=0,
+        works=[],
+        actors=[],
+        authors=['author'],
+        tags=['tag'],
+    )
+    photo = JmPhotoDetail(
+        photo_id='456',
+        name='photo',
+        series_id='123',
+        sort=1,
+        scramble_id='220980',
+        page_arr=[f'{index:05}.jpg' for index in range(1, image_count + 1)],
+        data_original_domain='cdn.example',
+        from_album=album,
+    )
+    return album, photo, list(photo)
+
+
+class ContractOption:
+
+    def __init__(self, base_dir):
+        self.base_dir = base_dir
+        self.plugin_event_list = []
+        self.after_image_callback = None
+        self.dir_rule = SimpleNamespace(
+            base_dir=base_dir,
+            decide_album_root_dir=lambda _album: os.path.join(base_dir, 'album'),
+        )
+        self.download = SimpleNamespace(
+            threading=SimpleNamespace(image=1, photo=1),
+        )
+
+    def decide_image_save_dir(self, _photo):
+        return os.path.join(self.base_dir, 'album', 'photo')
+
+    def decide_image_filepath(self, image):
+        return os.path.join(self.decide_image_save_dir(image.from_photo), image.filename)
+
+    def decide_download_cache(self, _image):
+        return True
+
+    def decide_download_image_decode(self, _image):
+        return False
+
+    def decide_photo_batch_count(self, _album):
+        return 1
+
+    def decide_image_batch_count(self, _photo):
+        return 1
+
+    def call_all_plugin(self, group, **kwargs):
+        self.plugin_event_list.append((group, kwargs))
+        if group == 'after_image' and self.after_image_callback is not None:
+            self.after_image_callback(kwargs['image'])
+
+
+class ContractSyncClient:
+
+    def __init__(self, album, photo):
+        self.album = album
+        self.photo = photo
+        self.image_download_count = 0
+
+    def get_album_detail(self, _album_id):
+        return self.album
+
+    def get_photo_detail(self, _photo_id):
+        return self.photo
+
+    def check_photo(self, _photo):
+        return None
+
+    def download_by_image_detail(self, _image, save_path, decode_image):
+        self.image_download_count += 1
+        os.makedirs(os.path.dirname(save_path), exist_ok=True)
+        with open(save_path, 'wb') as f:
+            f.write(b'image')
+
+
+class ContractSyncDownloader(JmDownloader):
+
+    def __init__(self, option, album, photo, image_list):
+        self._contract_client = ContractSyncClient(album, photo)
+        self._contract_album = album
+        self._contract_photo = photo
+        self._contract_image_list = image_list
+        super().__init__(option)
+
+    def create_client(self):
+        return self._contract_client
+
+    def do_filter(self, detail):
+        if detail is self._contract_album:
+            return [self._contract_photo]
+        if detail is self._contract_photo:
+            return list(self._contract_image_list)
+        return detail
+
+    def execute_on_condition(self, iter_objs, apply, count_batch):
+        for detail in self.do_filter(iter_objs):
+            apply(detail)
+
+
+class ContractAsyncClient:
+
+    def __init__(self, album, photo):
+        self.album = album
+        self.photo = photo
+        self.image_download_count = 0
+
+    async def get_album_detail(self, _album_id):
+        return self.album
+
+    async def get_photo_detail(self, _photo_id):
+        return self.photo
+
+    async def check_photo(self, _photo):
+        return None
+
+
+class ContractAsyncDownloader(JmAsyncDownloader):
+
+    def __init__(self, option, album, photo, image_list):
+        self._contract_album = album
+        self._contract_photo = photo
+        self._contract_image_list = image_list
+        super().__init__(option)
+        self.client = ContractAsyncClient(album, photo)
+
+    def do_filter(self, detail):
+        if detail is self._contract_album:
+            return [self._contract_photo]
+        if detail is self._contract_photo:
+            return list(self._contract_image_list)
+        return detail
+
+
+class Test_Download_Manifest_Public_Contract(unittest.TestCase):
+
+    def test_downloadable_defaults(self):
+        album, photo, image_list = new_album_photo_images()
+
+        for detail in (album, photo, image_list[0]):
+            self.assertEqual(detail.save_path, '')
+            self.assertFalse(detail.exists)
+            self.assertFalse(detail.skip)
+            self.assertTrue(detail.cache)
+            self.assertIsNone(detail.duration)
+
+    def test_manifest_containers_are_not_shared(self):
+        first = DownloadManifest()
+        second = DownloadManifest()
+
+        first.image_filepath_list.append('/tmp/1.jpg')
+        first.export_filepath_dict['pdf'] = ['/tmp/1.pdf']
+
+        self.assertEqual(second.image_filepath_list, [])
+        self.assertEqual(second.export_filepath_dict, {})
+
+    def test_export_filepath_lookup_normalizes_suffix(self):
+        manifest = DownloadManifest()
+        manifest.export_filepath_dict['pdf'] = ['/tmp/1.pdf']
+
+        self.assertEqual(manifest.get_export_filepath_list('pdf'), ['/tmp/1.pdf'])
+        self.assertEqual(manifest.get_export_filepath_list('.PDF'), ['/tmp/1.pdf'])
+        self.assertEqual(manifest.get_export_filepath_list('zip'), [])
+
+    def test_download_result_remains_a_two_item_tuple(self):
+        album, _, _ = new_album_photo_images()
+        option = ContractOption('/tmp')
+        downloader = BaseDownloader(option)
+        manifest = DownloadManifest()
+        downloader.manifest_dict[album] = manifest
+
+        result = DownloadResult(album, downloader)
+        unpacked_album, unpacked_downloader = result
+
+        self.assertIsInstance(result, tuple)
+        self.assertEqual(len(result), 2)
+        self.assertIs(unpacked_album, album)
+        self.assertIs(unpacked_downloader, downloader)
+        self.assertIs(result.manifest, manifest)
+
+
+class Test_Detail_Cache_Copy_Contract(unittest.TestCase):
+
+    def test_sync_detail_cache_returns_clean_copy(self):
+        class CachedClient(AbstractJmClient):
+            func_to_cache = ['fetch_detail_entity']
+
+            def fetch_detail_entity(self, _album_id):
+                self.fetch_count += 1
+                album, _, _ = new_album_photo_images()
+                return album
+
+        client = object.__new__(CachedClient)
+        client.CLIENT_CACHE = {}
+        client.fetch_count = 0
+        client.enable_cache()
+
+        first = client.fetch_detail_entity('123')
+        first.save_path = '/download/123'
+        first.duration = 1.5
+        first.tags.append('mutated')
+        second = client.fetch_detail_entity('123')
+
+        self.assertEqual(client.fetch_count, 1)
+        self.assertIsNot(first, second)
+        self.assertEqual(first.id, second.id)
+        self.assertEqual(second.save_path, '')
+        self.assertIsNone(second.duration)
+        self.assertNotIn('mutated', second.tags)
+
+    def test_async_detail_cache_returns_clean_copy(self):
+        async def run_test():
+            client = object.__new__(AsyncJmApiClient)
+            client._cache = {}
+            client.request_count = 0
+
+            class Response:
+                encoded_data = 'encoded'
+                res_data = {
+                    'id': '123',
+                    'name': 'album',
+                    'author': ['author'],
+                    'images': [],
+                    'description': '',
+                    'total_views': '0',
+                    'likes': '0',
+                    'series': [],
+                    'comment_total': '0',
+                    'tags': ['tag'],
+                    'works': [],
+                    'actors': [],
+                    'related_list': [],
+                }
+
+            async def req_api(_url, **_kwargs):
+                client.request_count += 1
+                return Response()
+
+            client.req_api = req_api
+
+            first = await client.get_album_detail('123')
+            first.save_path = '/download/123'
+            first.duration = 1.5
+            first.tags.append('mutated')
+            second = await client.get_album_detail('123')
+
+            self.assertEqual(client.request_count, 1)
+            self.assertIsNot(first, second)
+            self.assertEqual(first.id, second.id)
+            self.assertEqual(second.save_path, '')
+            self.assertIsNone(second.duration)
+            self.assertNotIn('mutated', second.tags)
+
+        asyncio.run(run_test())
+
+
+class Test_Sync_Download_Manifest_Contract(unittest.TestCase):
+
+    def new_downloader(self, base_dir, image_count=1):
+        album, photo, image_list = new_album_photo_images(image_count)
+        option = ContractOption(base_dir)
+        downloader = ContractSyncDownloader(option, album, photo, image_list)
+        return album, photo, image_list, option, downloader
+
+    @staticmethod
+    def create_cached_images(option, image_list):
+        for image in image_list:
+            filepath = option.decide_image_filepath(image)
+            os.makedirs(os.path.dirname(filepath), exist_ok=True)
+            with open(filepath, 'wb') as f:
+                f.write(b'cached')
+
+    def test_album_photo_image_paths_and_durations(self):
+        with TemporaryDirectory() as temp_dir:
+            album, photo, image_list, option, downloader = self.new_downloader(temp_dir)
+            self.create_cached_images(option, image_list)
+
+            downloader.download_album(album.id)
+
+            self.assertEqual(album.save_path, option.dir_rule.decide_album_root_dir(album))
+            self.assertEqual(photo.save_path, option.decide_image_save_dir(photo))
+            self.assertEqual(image_list[0].save_path, option.decide_image_filepath(image_list[0]))
+            self.assertIsInstance(album.duration, float)
+            self.assertIsInstance(photo.duration, float)
+            self.assertIsInstance(image_list[0].duration, float)
+
+    def test_cache_hit_triggers_after_image_and_success_record(self):
+        with TemporaryDirectory() as temp_dir:
+            album, photo, image_list, option, downloader = self.new_downloader(temp_dir)
+            self.create_cached_images(option, image_list)
+
+            downloader.download_album(album.id)
+
+            after_image_events = [event for event, _ in option.plugin_event_list if event == 'after_image']
+            self.assertEqual(after_image_events, ['after_image'])
+            self.assertEqual(downloader._contract_client.image_download_count, 0)
+            self.assertEqual(
+                downloader.download_success_dict[album][photo],
+                [(image_list[0].save_path, image_list[0])],
+            )
+
+    def test_album_manifest_collects_cached_images_in_entity_order(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, image_list, option, downloader = self.new_downloader(temp_dir, image_count=2)
+            self.create_cached_images(option, image_list)
+
+            downloader.download_album(album.id)
+
+            manifest = downloader.manifest_dict[album]
+            self.assertEqual(
+                manifest.image_filepath_list,
+                [image.save_path for image in image_list],
+            )
+
+    def test_album_internal_photo_does_not_create_another_manifest(self):
+        with TemporaryDirectory() as temp_dir:
+            album, photo, image_list, option, downloader = self.new_downloader(temp_dir)
+            self.create_cached_images(option, image_list)
+
+            downloader.download_album(album.id)
+
+            self.assertEqual(set(downloader.manifest_dict), {album})
+            self.assertNotIn(photo, downloader.manifest_dict)
+
+    def test_top_level_photo_creates_photo_manifest(self):
+        with TemporaryDirectory() as temp_dir:
+            album, photo, image_list, option, downloader = self.new_downloader(temp_dir)
+            self.create_cached_images(option, image_list)
+
+            downloaded_photo = downloader.download_photo(photo.id)
+
+            self.assertIs(downloaded_photo, photo)
+            self.assertEqual(set(downloader.manifest_dict), {photo})
+            self.assertEqual(
+                downloader.manifest_dict[photo].image_filepath_list,
+                [image.save_path for image in image_list],
+            )
+
+    def test_skipped_image_has_duration_but_is_not_in_manifest(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, image_list, option, downloader = self.new_downloader(temp_dir)
+            image_list[0].skip = True
+
+            downloader.download_album(album.id)
+
+            self.assertIsInstance(image_list[0].duration, float)
+            self.assertEqual(downloader.manifest_dict[album].image_filepath_list, [])
+
+    def test_manifest_uses_final_path_after_image_plugin(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, image_list, option, downloader = self.new_downloader(temp_dir)
+            self.create_cached_images(option, image_list)
+            final_path = os.path.join(temp_dir, 'converted', '00001.webp')
+            option.after_image_callback = lambda image: setattr(image, 'save_path', final_path)
+
+            downloader.download_album(album.id)
+
+            self.assertEqual(image_list[0].save_path, final_path)
+            self.assertEqual(downloader.manifest_dict[album].image_filepath_list, [final_path])
+
+
+class Test_Async_Download_Manifest_Contract(unittest.TestCase):
+
+    def test_cache_hit_paths_durations_after_image_and_manifest(self):
+        async def run_test(temp_dir):
+            album, photo, image_list = new_album_photo_images()
+            option = ContractOption(temp_dir)
+            image = image_list[0]
+            filepath = option.decide_image_filepath(image)
+            os.makedirs(os.path.dirname(filepath), exist_ok=True)
+            with open(filepath, 'wb') as f:
+                f.write(b'cached')
+
+            downloader = ContractAsyncDownloader(option, album, photo, image_list)
+            try:
+                await downloader.download_album(album.id)
+
+                self.assertEqual(album.save_path, option.dir_rule.decide_album_root_dir(album))
+                self.assertEqual(photo.save_path, option.decide_image_save_dir(photo))
+                self.assertEqual(image.save_path, filepath)
+                self.assertIsInstance(album.duration, float)
+                self.assertIsInstance(photo.duration, float)
+                self.assertIsInstance(image.duration, float)
+                after_image_events = [event for event, _ in option.plugin_event_list if event == 'after_image']
+                self.assertEqual(after_image_events, ['after_image'])
+                self.assertEqual(downloader.download_success_dict[album][photo], [(filepath, image)])
+                self.assertEqual(downloader.manifest_dict[album].image_filepath_list, [filepath])
+            finally:
+                downloader.shutdown()
+
+        with TemporaryDirectory() as temp_dir:
+            asyncio.run(run_test(temp_dir))
diff --git a/tests/test_jmcomic/test_jm_async_client.py b/tests/test_jmcomic/test_jm_async_client.py
index 5f0120b8..79403210 100644
--- a/tests/test_jmcomic/test_jm_async_client.py
+++ b/tests/test_jmcomic/test_jm_async_client.py
@@ -264,8 +264,13 @@ def test_async_cache_on_off(self):
             # 开启缓存
             client.set_cache_dict({})
             album1 = loop.run_until_complete(client.get_album_detail('123'))
+            album1.save_path = '/tmp/album-123'
+            album1.duration = 1.0
             album2 = loop.run_until_complete(client.get_album_detail('123'))
-            self.assertIs(album1, album2, '缓存开启：同 ID 应返回同一对象（对象引用相同）')
+            self.assertIsNot(album1, album2, '缓存开启：同 ID 应返回独立实体')
+            self.assertEqual(album1.id, album2.id, '缓存命中前后详情 ID 应一致')
+            self.assertEqual(album2.save_path, '', '缓存模板不应携带上一次下载路径')
+            self.assertIsNone(album2.duration, '缓存模板不应携带上一次下载耗时')
 
             # 2. 关闭缓存
             client.set_cache_dict(None)
@@ -278,7 +283,8 @@ def test_async_cache_on_off(self):
             album4 = loop.run_until_complete(client.get_album_detail('123'))
             self.assertEqual(len(new_cache), 1, '新缓存应有 1 条记录')
             album5 = loop.run_until_complete(client.get_album_detail('123'))
-            self.assertIs(album4, album5, '重新开启缓存后应命中')
+            self.assertIsNot(album4, album5, '重新开启缓存后应返回独立实体')
+            self.assertEqual(album4.id, album5.id, '重新开启缓存后应命中相同详情数据')
 
         finally:
             loop.run_until_complete(client.close())

From 94ddaa0d7814afd339aa06ab703d34752ecf7b60 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Fri, 7 Aug 2026 23:28:13 +0800
Subject: [PATCH 02/19] feat: add download manifest results

---
 .gitignore                                    |   3 +-
 .../docs/sources/tutorial/0_common_usage.md   |  17 +-
 src/jmcomic/jm_async_client.py                |   6 +-
 src/jmcomic/jm_async_downloader.py            | 188 ++++----
 src/jmcomic/jm_client_impl.py                 |   5 +-
 src/jmcomic/jm_downloader.py                  | 169 ++++---
 src/jmcomic/jm_plugin.py                      |   4 +
 .../test_download_manifest_contract.py        | 417 ++++++++++++++++++
 tests/test_jmcomic/test_jm_async_client.py    |  13 +
 9 files changed, 679 insertions(+), 143 deletions(-)

diff --git a/.gitignore b/.gitignore
index 65e54d52..43762aeb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,6 @@
 # this repo
 /assets/download/
+/docs/superpowers/plans/**
 
 
 # Byte-compiled / optimized / DLL files
@@ -163,4 +164,4 @@ cython_debug/
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 .idea/
 .agent
-AGENTS.md
\ No newline at end of file
+AGENTS.md
diff --git a/assets/docs/sources/tutorial/0_common_usage.md b/assets/docs/sources/tutorial/0_common_usage.md
index c51f350a..b60990c7 100644
--- a/assets/docs/sources/tutorial/0_common_usage.md
+++ b/assets/docs/sources/tutorial/0_common_usage.md
@@ -489,9 +489,12 @@ for suffix, filepath_list in result.manifest.export_filepath_dict.items():
 ```python
 result = download_album('123')
 album, downloader = result
+manifest = result.manifest
 
 print(album.save_path)
-print(result.manifest.image_filepath_list)
+print(manifest.image_filepath_list)
+print(manifest.get_export_filepath_list('pdf'))
+print(album.duration)
 ```
 
 </details>
@@ -522,6 +525,18 @@ for photo in album:
 
 `used_existing_file` 为 `True`，表示本次直接使用了下载前已经存在的图片。此时记录的是本次检查和处理已有文件的耗时。
 
+`after_image` 插件现在会在两种情况下触发：图片刚下载完成，或命中了本地缓存并直接复用已有文件。被跳过的图片和下载失败的图片不会触发它。
+
+如果你的插件只想处理本次新下载出来的文件，可以显式跳过缓存命中的场景：
+
+```python
+def invoke(self, image, **kwargs):
+    if image.exists and image.cache:
+        return
+
+    process(image.save_path)
+```
+
 需要结构化输出时，可以整理成字典后打印 JSON：
 
 ```python
diff --git a/src/jmcomic/jm_async_client.py b/src/jmcomic/jm_async_client.py
index 411f4965..e7dfb8ed 100644
--- a/src/jmcomic/jm_async_client.py
+++ b/src/jmcomic/jm_async_client.py
@@ -7,6 +7,7 @@
 
 import asyncio
 import json
+from copy import deepcopy
 from typing import Sequence
 from urllib.parse import urlencode
 
@@ -184,7 +185,6 @@ async def _ensure_session(self):
                 return
 
             # 提取应用配置中预设的网络通信元数据信息（如代理配置与全局 Headers）
-            from copy import deepcopy
             postman_conf = deepcopy(self.option.client.get('postman', {}))
             meta_data = postman_conf.get('meta_data', {})
             if self._meta_kwargs:
@@ -393,7 +393,7 @@ async def _fetch_detail_entity(self, jmid, clazz: type[DetailType]) -> DetailTyp
         cached = self._cache_get(cache_key)
         if cached is not self._SENTINEL:
             # noinspection PyTypeChecker
-            return cached
+            return deepcopy(cached)
 
         url = self.API_ALBUM if issubclass(clazz, JmAlbumDetail) else self.API_CHAPTER
         resp = await self.req_api(url, params={'id': jmid})
@@ -402,7 +402,7 @@ async def _fetch_detail_entity(self, jmid, clazz: type[DetailType]) -> DetailTyp
             ExceptionTool.raise_missing(resp, jmid)
 
         result = JmApiAdaptTool.parse_entity(resp.res_data, clazz)
-        self._cache_set(cache_key, result)
+        self._cache_set(cache_key, deepcopy(result))
         return result
 
     async def get_album_detail(self, album_id) -> JmAlbumDetail:
diff --git a/src/jmcomic/jm_async_downloader.py b/src/jmcomic/jm_async_downloader.py
index ee0bef02..80ed7b51 100644
--- a/src/jmcomic/jm_async_downloader.py
+++ b/src/jmcomic/jm_async_downloader.py
@@ -11,6 +11,7 @@
 import asyncio
 import os
 from concurrent.futures import ThreadPoolExecutor
+from time import perf_counter
 
 from .jm_downloader import BaseDownloader
 from .jm_entity import JmAlbumDetail, JmPhotoDetail, JmImageDetail
@@ -68,7 +69,11 @@ async def _run_in_decode_pool(self, func, *args):
     async def download_album(self, album_id) -> JmAlbumDetail:
         """对齐 sync JmDownloader.download_album"""
         album = await self.client.get_album_detail(album_id)
-        await self.download_by_album_detail(album)
+        self.begin_manifest(album)
+        try:
+            await self.download_by_album_detail(album)
+        finally:
+            self.finish_manifest(album)
         return album
 
     async def download_by_album_detail(self, album: JmAlbumDetail):
@@ -76,20 +81,25 @@ async def download_by_album_detail(self, album: JmAlbumDetail):
         异步下载整个本子。
         对齐 sync JmDownloader.download_by_album_detail 的回调链路。
         """
-        await self.before_album(album)
-        if album.skip:
-            return
+        started_at = perf_counter()
+        album.save_path = self.option.dir_rule.decide_album_root_dir(album)
+        try:
+            await self.before_album(album)
+            if album.skip:
+                return
 
-        photos = list(self.do_filter(album))
+            photos = list(self.do_filter(album))
 
-        # 即使过滤后 photos 为空，也要执行 after_album（对齐 sync：execute_on_condition
-        # 在 count_real==0 时提前返回，但调用方仍会走到 after_album，触发其插件与 Feature）。
-        if photos:
-            # photo 级并发由 _photo_semaphore 控制（默认 3），包裹整段 photo 下载（见 download_by_photo_detail）。
-            photo_tasks = [self._safe_download_photo(photo) for photo in photos]
-            await asyncio.gather(*photo_tasks)
+            # 即使过滤后 photos 为空，也要执行 after_album（对齐 sync：execute_on_condition
+            # 在 count_real==0 时提前返回，但调用方仍会走到 after_album，触发其插件与 Feature）。
+            if photos:
+                # photo 级并发由 _photo_semaphore 控制（默认 3），包裹整段 photo 下载（见 download_by_photo_detail）。
+                photo_tasks = [self._safe_download_photo(photo) for photo in photos]
+                await asyncio.gather(*photo_tasks)
 
-        await self.after_album(album)
+            await self.after_album(album)
+        finally:
+            album.duration = perf_counter() - started_at
 
     async def _safe_download_photo(self, photo: JmPhotoDetail):
         """包装 download_by_photo_detail，对齐 sync @catch_exception 的异常记录"""
@@ -102,7 +112,11 @@ async def _safe_download_photo(self, photo: JmPhotoDetail):
     async def download_photo(self, photo_id) -> JmPhotoDetail:
         """对齐 sync JmDownloader.download_photo"""
         photo = await self.client.get_photo_detail(photo_id)
-        await self.download_by_photo_detail(photo)
+        self.begin_manifest(photo)
+        try:
+            await self.download_by_photo_detail(photo)
+        finally:
+            self.finish_manifest(photo)
         return photo
 
     async def download_by_photo_detail(self, photo: JmPhotoDetail):
@@ -110,29 +124,34 @@ async def download_by_photo_detail(self, photo: JmPhotoDetail):
         异步下载一个章节的所有图片。
         对齐 sync JmDownloader.download_by_photo_detail 的回调链路。
         """
-        # _photo_semaphore 包裹整段 photo 下载（check_photo + 全部图片），
-        # 真正限制「同时下载的章节数」（对齐 sync：每个 photo 占用 photo 线程池一个槽位）。
-        # 章节内图片再由共享的 _image_semaphore 二级限流。
-        async with self._photo_semaphore:
-            await self.client.check_photo(photo)
-
-            await self.before_photo(photo)
-            if photo.skip:
-                return
-
-            images = self.do_filter(photo)
-            image_list = list(images) if images is not None else []
-
-            # 即使过滤后图片为空，也要执行 after_photo（对齐 sync，触发 after_photo 插件与 Feature）。
-            if image_list:
-                # 直接创建所有下载协程，由 _image_semaphore 实现滑动窗口流控
-                download_tasks = [
-                    self._safe_download_image(image)
-                    for image in image_list
-                ]
-                await asyncio.gather(*download_tasks)
-
-            await self.after_photo(photo)
+        started_at = perf_counter()
+        photo.save_path = self.option.decide_image_save_dir(photo)
+        try:
+            # _photo_semaphore 包裹整段 photo 下载（check_photo + 全部图片），
+            # 真正限制「同时下载的章节数」（对齐 sync：每个 photo 占用 photo 线程池一个槽位）。
+            # 章节内图片再由共享的 _image_semaphore 二级限流。
+            async with self._photo_semaphore:
+                await self.client.check_photo(photo)
+
+                await self.before_photo(photo)
+                if photo.skip:
+                    return
+
+                images = self.do_filter(photo)
+                image_list = list(images) if images is not None else []
+
+                # 即使过滤后图片为空，也要执行 after_photo（对齐 sync，触发 after_photo 插件与 Feature）。
+                if image_list:
+                    # 直接创建所有下载协程，由 _image_semaphore 实现滑动窗口流控
+                    download_tasks = [
+                        self._safe_download_image(image)
+                        for image in image_list
+                    ]
+                    await asyncio.gather(*download_tasks)
+
+                await self.after_photo(photo)
+        finally:
+            photo.duration = perf_counter() - started_at
 
     async def _safe_download_image(self, image: JmImageDetail):
         """
@@ -150,54 +169,55 @@ async def _download_single_image(self, image: JmImageDetail):
         下载并解密单张图片的完整流程。
         对齐 sync JmDownloader.download_by_image_detail 的逻辑。
         """
-        img_save_path = self.option.decide_image_filepath(image)
-        image.save_path = img_save_path
-        image.exists = os.path.exists(img_save_path)
-        image.cache = self.option.decide_download_cache(image)
-
-        await self.before_image(image, img_save_path)
-        if image.skip:
-            return
-
-        # 检查缓存，跳过下载
-        if image.cache and image.exists:
-            return
-
-        decode_image = self.option.decide_download_image_decode(image)
-
-        # 异步下载图片（受 image semaphore 限流，并将解密写盘过程也锁入信号量范围内，防大字节积压）
-        async with self._image_semaphore:
-            img_resp = await self.client.get_jm_image(image.download_url)
-            img_bytes = img_resp.content
-
-            # 提交到线程池解密并保存
-            if decode_image and image.scramble_id:
-                await self._run_in_decode_pool(
-                    self._decode_and_save,
-                    img_bytes,
-                    int(image.scramble_id),
-                    int(image.aid),
-                    image.img_file_name,
-                    img_save_path,
-                )
-            else:
-                # 不解密保存。对齐 sync transfer_to(decode_image=False)：
-                # 当目标后缀与原图后缀不一致时，需经 PIL 做格式转换。
-                # 与 sync 一致：比较后缀前先剥离 url 的 ?query 部分，避免 query 干扰后缀判定。
-                from common import suffix_not_equal
-                img_url = image.download_url
-                qi = img_url.find('?')
-                if qi != -1:
-                    img_url = img_url[:qi]
-                need_convert = suffix_not_equal(img_url, img_save_path)
-                await self._run_in_decode_pool(
-                    self._save_raw,
-                    img_bytes,
-                    img_save_path,
-                    need_convert,
-                )
-
-        await self.after_image(image, img_save_path)
+        started_at = perf_counter()
+        try:
+            img_save_path = self.option.decide_image_filepath(image)
+            image.save_path = img_save_path
+            image.exists = os.path.exists(img_save_path)
+            image.cache = self.option.decide_download_cache(image)
+
+            await self.before_image(image, img_save_path)
+            if image.skip:
+                return
+
+            if not (image.cache and image.exists):
+                decode_image = self.option.decide_download_image_decode(image)
+
+                # 异步下载图片（受 image semaphore 限流，并将解密写盘过程也锁入信号量范围内，防大字节积压）
+                async with self._image_semaphore:
+                    img_resp = await self.client.get_jm_image(image.download_url)
+                    img_bytes = img_resp.content
+
+                    # 提交到线程池解密并保存
+                    if decode_image and image.scramble_id:
+                        await self._run_in_decode_pool(
+                            self._decode_and_save,
+                            img_bytes,
+                            int(image.scramble_id),
+                            int(image.aid),
+                            image.img_file_name,
+                            img_save_path,
+                        )
+                    else:
+                        # 不解密保存。对齐 sync transfer_to(decode_image=False)：
+                        # 当目标后缀与原图后缀不一致时，需经 PIL 做格式转换。
+                        # 与 sync 一致：比较后缀前先剥离 url 的 ?query 部分，避免 query 干扰后缀判定。
+                        from common import suffix_not_equal
+                        img_url = image.download_url
+                        qi = img_url.find('?')
+                        if qi != -1:
+                            img_url = img_url[:qi]
+                        need_convert = suffix_not_equal(img_url, img_save_path)
+                        await self._run_in_decode_pool(
+                            self._save_raw,
+                            img_bytes,
+                            img_save_path,
+                            need_convert,
+                        )
+
+            await self.after_image(image, img_save_path)
+        finally:
+            image.duration = perf_counter() - started_at
 
     # ======================================================================
     # 磁盘写入（在线程池中执行）
diff --git a/src/jmcomic/jm_client_impl.py b/src/jmcomic/jm_client_impl.py
index 1c7b81b4..3d3af9bf 100644
--- a/src/jmcomic/jm_client_impl.py
+++ b/src/jmcomic/jm_client_impl.py
@@ -1,3 +1,4 @@
+from copy import deepcopy
 from threading import Lock
 
 from .jm_task_context import bind_jm_task_context
@@ -187,10 +188,10 @@ def cache_wrapper(*args, **kwargs):
 
                 result = cache.get(key, sentinel)
                 if result is not sentinel:
-                    return result
+                    return deepcopy(result) if isinstance(result, DetailEntity) else result
 
                 result = func(*args, **kwargs)
-                cache[key] = result
+                cache[key] = deepcopy(result) if isinstance(result, DetailEntity) else result
                 return result
 
             setattr(self, func_name, cache_wrapper)
diff --git a/src/jmcomic/jm_downloader.py b/src/jmcomic/jm_downloader.py
index faf951b3..c7c3f4f3 100644
--- a/src/jmcomic/jm_downloader.py
+++ b/src/jmcomic/jm_downloader.py
@@ -1,4 +1,6 @@
+import os
 from typing import NamedTuple
+from time import perf_counter
 
 from .jm_option import *
 from .jm_task_context import bind_jm_task_context
@@ -12,7 +14,8 @@ def __init__(self):
         self.export_filepath_dict: Dict[str, List[str]] = {}
 
     def get_export_filepath_list(self, suffix: str) -> List[str]:
-        raise NotImplementedError
+        normalized_suffix = str(suffix).lower().lstrip('.')
+        return self.export_filepath_dict.get(normalized_suffix, [])
 
 
 def catch_exception(func):
@@ -189,15 +192,63 @@ def before_image(self, image: JmImageDetail, img_save_path):
 
     def after_image(self, image: JmImageDetail, img_save_path):
         super().after_image(image, img_save_path)
-        photo = image.from_photo
-        album = photo.from_album
-
-        self.download_success_dict.get(album).get(photo).append((img_save_path, image))
         self.option.call_all_plugin(
             'after_image',
             image=image,
             downloader=self,
         )
+        photo = image.from_photo
+        album = photo.from_album
+        self.download_success_dict.get(album).get(photo).append((image.save_path, image))
+
+    def begin_manifest(self, detail: DetailEntity) -> DownloadManifest:
+        manifest = DownloadManifest()
+        self.manifest_dict[detail] = manifest
+        return manifest
+
+    def resolve_manifest_detail(self, detail: DetailEntity) -> Optional[DetailEntity]:
+        if detail in self.manifest_dict:
+            return detail
+
+        if detail.is_photo() and detail.from_album in self.manifest_dict:
+            return detail.from_album
+
+        return None
+
+    def record_export_filepath(self, detail: DetailEntity, filepath: str) -> None:
+        manifest_detail = self.resolve_manifest_detail(detail)
+        if manifest_detail is None:
+            return
+
+        suffix = os.path.splitext(filepath)[1].lower().lstrip('.')
+        if suffix == '':
+            return
+
+        manifest = self.manifest_dict[manifest_detail]
+        manifest.export_filepath_dict.setdefault(suffix, []).append(filepath)
+
+    def finish_manifest(self, detail: DetailEntity) -> DownloadManifest:
+        manifest = self.manifest_dict[detail]
+        if detail.is_album():
+            success_dict = self.download_success_dict.get(detail, {})
+            success_groups = [
+                success_list
+                for _, success_list in sorted(
+                    success_dict.items(),
+                    key=lambda item: item[0].index,
+                )
+            ]
+        else:
+            success_groups = [
+                self.download_success_dict.get(detail.from_album, {}).get(detail, [])
+            ]
+
+        manifest.image_filepath_list = [
+            image.save_path
+            for success_list in success_groups
+            for _, image in sorted(success_list, key=lambda item: item[1].index)
+        ]
+        return manifest
 
     def add_features(self, features, feature_from: str):
         """
@@ -309,66 +360,80 @@ def create_client(self):
 
     def download_album(self, album_id):
         album = self.client.get_album_detail(album_id)
-        self.download_by_album_detail(album)
+        self.begin_manifest(album)
+        try:
+            self.download_by_album_detail(album)
+        finally:
+            self.finish_manifest(album)
         return album
 
     def download_by_album_detail(self, album: JmAlbumDetail):
-        self.before_album(album)
-        if album.skip:
-            return
-        self.execute_on_condition(
-            iter_objs=album,
-            apply=self.download_by_photo_detail,
-            count_batch=self.option.decide_photo_batch_count(album)
-        )
-        self.after_album(album)
+        started_at = perf_counter()
+        album.save_path = self.option.dir_rule.decide_album_root_dir(album)
+        try:
+            self.before_album(album)
+            if album.skip:
+                return
+            self.execute_on_condition(
+                iter_objs=album,
+                apply=self.download_by_photo_detail,
+                count_batch=self.option.decide_photo_batch_count(album)
+            )
+            self.after_album(album)
+        finally:
+            album.duration = perf_counter() - started_at
 
     def download_photo(self, photo_id):
         photo = self.client.get_photo_detail(photo_id)
-        self.download_by_photo_detail(photo)
+        self.begin_manifest(photo)
+        try:
+            self.download_by_photo_detail(photo)
+        finally:
+            self.finish_manifest(photo)
         return photo
 
     @catch_exception
     def download_by_photo_detail(self, photo: JmPhotoDetail):
-        self.client.check_photo(photo)
-
-        self.before_photo(photo)
-        if photo.skip:
-            return
-        self.execute_on_condition(
-            iter_objs=photo,
-            apply=self.download_by_image_detail,
-            count_batch=self.option.decide_image_batch_count(photo)
-        )
-        self.after_photo(photo)
+        started_at = perf_counter()
+        photo.save_path = self.option.decide_image_save_dir(photo)
+        try:
+            self.client.check_photo(photo)
+            self.before_photo(photo)
+            if photo.skip:
+                return
+            self.execute_on_condition(
+                iter_objs=photo,
+                apply=self.download_by_image_detail,
+                count_batch=self.option.decide_image_batch_count(photo)
+            )
+            self.after_photo(photo)
+        finally:
+            photo.duration = perf_counter() - started_at
 
     @catch_exception
     def download_by_image_detail(self, image: JmImageDetail):
-        img_save_path = self.option.decide_image_filepath(image)
-
-        image.save_path = img_save_path
-        image.exists = file_exists(img_save_path)
-        image.cache = self.option.decide_download_cache(image)
-
-        self.before_image(image, img_save_path)
-
-        if image.skip:
-            return
-
-        # let option decide use_cache and decode_image
-        decode_image = self.option.decide_download_image_decode(image)
-
-        # skip download
-        if image.cache and image.exists:
-            return
-
-        self.client.download_by_image_detail(
-            image,
-            img_save_path,
-            decode_image=decode_image,
-        )
-
-        self.after_image(image, img_save_path)
+        started_at = perf_counter()
+        try:
+            img_save_path = self.option.decide_image_filepath(image)
+            image.save_path = img_save_path
+            image.exists = file_exists(img_save_path)
+            image.cache = self.option.decide_download_cache(image)
+
+            self.before_image(image, img_save_path)
+            if image.skip:
+                return
+
+            if not (image.cache and image.exists):
+                decode_image = self.option.decide_download_image_decode(image)
+                self.client.download_by_image_detail(
+                    image,
+                    img_save_path,
+                    decode_image=decode_image,
+                )
+
+            self.after_image(image, img_save_path)
+        finally:
+            image.duration = perf_counter() - started_at
 
     def execute_on_condition(self,
                              iter_objs: DetailEntity,
diff --git a/src/jmcomic/jm_plugin.py b/src/jmcomic/jm_plugin.py
index 93721e8c..26e1677e 100644
--- a/src/jmcomic/jm_plugin.py
+++ b/src/jmcomic/jm_plugin.py
@@ -353,11 +353,13 @@ def invoke(self,
         if level == 'album':
             zip_path = self.decide_filepath(album, None, filename_rule, suffix, zip_dir, dir_rule)
             self.zip_album(album, photo_dict, zip_path, path_to_delete, encrypt)
+            downloader.record_export_filepath(album, zip_path)
 
         elif level == 'photo':
             for photo, image_list in photo_dict.items():
                 zip_path = self.decide_filepath(photo.from_album, photo, filename_rule, suffix, zip_dir, dir_rule)
                 self.zip_photo(photo, image_list, zip_path, path_to_delete, encrypt)
+                downloader.record_export_filepath(photo, zip_path)
 
         else:
             ExceptionTool.raises(f'Not Implemented Zip Level: {level}')
@@ -799,6 +801,7 @@ def invoke(self,
 
         # noinspection PyTypeChecker
         detail: DetailEntity = album or photo
+        downloader.record_export_filepath(detail, pdf_filepath)
 
         # 打印结果
         self.log(f'{detail.alias_cn()}合并PDF成功！'
@@ -881,6 +884,7 @@ def invoke(self,
             return
         # noinspection PyTypeChecker
         detail: DetailEntity = album or photo
+        downloader.record_export_filepath(detail, long_img_path)
 
         # 打印结果
         self.log(f'{detail.alias_cn()}合并长图成功！'
diff --git a/tests/test_jmcomic/test_download_manifest_contract.py b/tests/test_jmcomic/test_download_manifest_contract.py
index b0023794..766ed7ce 100644
--- a/tests/test_jmcomic/test_download_manifest_contract.py
+++ b/tests/test_jmcomic/test_download_manifest_contract.py
@@ -1,7 +1,9 @@
 import asyncio
 import os
+import sys
 from tempfile import TemporaryDirectory
 from types import SimpleNamespace
+from unittest.mock import patch
 
 from test_jmcomic import *
 from jmcomic.jm_async_client import AsyncJmApiClient
@@ -202,6 +204,421 @@ def test_download_result_remains_a_two_item_tuple(self):
         self.assertIs(unpacked_downloader, downloader)
         self.assertIs(result.manifest, manifest)
 
+    def test_record_export_filepath_uses_top_level_album_manifest(self):
+        album, photo, _ = new_album_photo_images()
+        downloader = BaseDownloader(ContractOption('/tmp'))
+        manifest = downloader.begin_manifest(album)
+
+        downloader.record_export_filepath(photo, '/tmp/album.PDF')
+
+        self.assertIs(downloader.finish_manifest(album), manifest)
+        self.assertEqual(manifest.export_filepath_dict, {'pdf': ['/tmp/album.PDF']})
+
+    def test_record_export_filepath_uses_top_level_photo_manifest(self):
+        _, photo, _ = new_album_photo_images()
+        downloader = BaseDownloader(ContractOption('/tmp'))
+        manifest = downloader.begin_manifest(photo)
+
+        downloader.record_export_filepath(photo, '/tmp/photo.zip')
+
+        self.assertIs(downloader.finish_manifest(photo), manifest)
+        self.assertEqual(manifest.export_filepath_dict, {'zip': ['/tmp/photo.zip']})
+
+
+class Test_Download_Manifest_Export_Contract(unittest.TestCase):
+
+    @staticmethod
+    def new_manifest_downloader(base_dir, top_level='album'):
+        album, photo, image_list = new_album_photo_images()
+        option = ContractOption(base_dir)
+        downloader = BaseDownloader(option)
+        if top_level == 'album':
+            downloader.begin_manifest(album)
+        else:
+            downloader.begin_manifest(photo)
+
+        downloader.download_success_dict[album] = {
+            photo: [
+                (option.decide_image_filepath(image), image)
+                for image in image_list
+            ]
+        }
+        return album, photo, image_list, downloader
+
+    def test_record_export_filepath_groups_real_suffixes(self):
+        with TemporaryDirectory() as temp_dir:
+            album, photo, _, downloader = self.new_manifest_downloader(temp_dir)
+            cbz_path = os.path.join(temp_dir, 'album.cbz')
+            pdf_path = os.path.join(temp_dir, 'photo.PDF')
+            png_path = os.path.join(temp_dir, 'photo.png')
+
+            downloader.record_export_filepath(album, cbz_path)
+            downloader.record_export_filepath(photo, pdf_path)
+            downloader.record_export_filepath(photo, png_path)
+
+            manifest = downloader.manifest_dict[album]
+            self.assertEqual(manifest.export_filepath_dict, {
+                'cbz': [cbz_path],
+                'pdf': [pdf_path],
+                'png': [png_path],
+            })
+
+    def test_record_export_filepath_noops_without_manifest(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, _ = new_album_photo_images()
+            downloader = BaseDownloader(ContractOption(temp_dir))
+
+            downloader.record_export_filepath(album, os.path.join(temp_dir, 'album.zip'))
+
+            self.assertEqual(downloader.manifest_dict, {})
+
+    def test_record_export_filepath_ignores_paths_without_suffix(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, _, downloader = self.new_manifest_downloader(temp_dir)
+            manifest = downloader.manifest_dict[album]
+
+            downloader.record_export_filepath(album, os.path.join(temp_dir, 'export'))
+
+            self.assertEqual(manifest.export_filepath_dict, {})
+
+    def test_zip_album_registers_configured_suffix_once_after_success(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, _, downloader = self.new_manifest_downloader(temp_dir)
+            plugin = ZipPlugin(downloader.option)
+            zip_dir = os.path.join(temp_dir, 'exports')
+            expected_path = plugin.decide_filepath(album, None, 'Aid', 'cbz', os.path.abspath(zip_dir), None)
+            order = []
+            original_record = downloader.record_export_filepath
+
+            def record(detail, filepath):
+                order.append(('record', filepath))
+                return original_record(detail, filepath)
+
+            def fake_zip_album(*args, **kwargs):
+                order.append(('zip_album', expected_path))
+
+            def fake_after_zip(_paths):
+                order.append(('after_zip', None))
+                self.assertEqual(
+                    downloader.manifest_dict[album].export_filepath_dict,
+                    {'cbz': [expected_path]},
+                )
+
+            downloader.record_export_filepath = record
+
+            with patch.object(plugin, 'zip_album', side_effect=fake_zip_album), \
+                    patch.object(plugin, 'after_zip', side_effect=fake_after_zip):
+                plugin.invoke(
+                    downloader=downloader,
+                    album=album,
+                    filename_rule='Aid',
+                    suffix='cbz',
+                    zip_dir=zip_dir,
+                )
+
+            self.assertEqual(order, [
+                ('zip_album', expected_path),
+                ('record', expected_path),
+                ('after_zip', None),
+            ])
+
+    def test_zip_photo_registers_to_album_manifest_once_after_success(self):
+        with TemporaryDirectory() as temp_dir:
+            album, photo, _, downloader = self.new_manifest_downloader(temp_dir)
+            plugin = ZipPlugin(downloader.option)
+            zip_dir = os.path.join(temp_dir, 'exports')
+            expected_path = plugin.decide_filepath(photo.from_album, photo, 'Pid', 'cbz', os.path.abspath(zip_dir), None)
+            order = []
+            original_record = downloader.record_export_filepath
+
+            def record(detail, filepath):
+                order.append(('record', detail, filepath))
+                return original_record(detail, filepath)
+
+            def fake_zip_photo(current_photo, image_list, zip_path, path_to_delete, encrypt):
+                self.assertIs(current_photo, photo)
+                self.assertEqual(zip_path, expected_path)
+                order.append(('zip_photo', current_photo, zip_path))
+
+            def fake_after_zip(_paths):
+                order.append(('after_zip', None, None))
+                self.assertEqual(
+                    downloader.manifest_dict[album].export_filepath_dict,
+                    {'cbz': [expected_path]},
+                )
+
+            downloader.record_export_filepath = record
+
+            with patch.object(plugin, 'zip_photo', side_effect=fake_zip_photo), \
+                    patch.object(plugin, 'after_zip', side_effect=fake_after_zip):
+                plugin.invoke(
+                    downloader=downloader,
+                    album=album,
+                    level='photo',
+                    filename_rule='Pid',
+                    suffix='cbz',
+                    zip_dir=zip_dir,
+                )
+
+            self.assertEqual(order, [
+                ('zip_photo', photo, expected_path),
+                ('record', photo, expected_path),
+                ('after_zip', None, None),
+            ])
+            self.assertEqual(downloader.manifest_dict[album].export_filepath_dict['cbz'].count(expected_path), 1)
+
+    def test_pdf_registers_once_before_optional_deletion(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, _, downloader = self.new_manifest_downloader(temp_dir)
+            plugin = Img2pdfPlugin(downloader.option)
+            expected_path = plugin.decide_filepath(album, None, 'Aid', 'pdf', temp_dir, None)
+            order = []
+            original_record = downloader.record_export_filepath
+
+            def record(detail, filepath):
+                order.append(('record', filepath))
+                return original_record(detail, filepath)
+
+            def fake_write(pdf_filepath, current_album, current_photo, encrypt):
+                self.assertEqual(pdf_filepath, expected_path)
+                self.assertIs(current_album, album)
+                self.assertIsNone(current_photo)
+                order.append(('write', pdf_filepath))
+                return ['img1.jpg'], ['photo_dir']
+
+            def fake_delete(paths):
+                order.append(('delete', list(paths)))
+                self.assertEqual(
+                    downloader.manifest_dict[album].export_filepath_dict,
+                    {'pdf': [expected_path]},
+                )
+
+            downloader.record_export_filepath = record
+
+            with patch.dict(sys.modules, {'img2pdf': object()}), \
+                    patch.object(plugin, 'write_img_2_pdf', side_effect=fake_write), \
+                    patch.object(plugin, 'execute_deletion', side_effect=fake_delete):
+                plugin.invoke(
+                    album=album,
+                    downloader=downloader,
+                    pdf_dir=temp_dir,
+                    filename_rule='Aid',
+                )
+
+            self.assertEqual(order[0], ('write', expected_path))
+            self.assertEqual(order[1], ('record', expected_path))
+            self.assertEqual(order[2], ('delete', ['img1.jpg', 'photo_dir']))
+            self.assertEqual(downloader.manifest_dict[album].export_filepath_dict['pdf'].count(expected_path), 1)
+
+    def test_pdf_photo_level_registers_photo_detail_once(self):
+        with TemporaryDirectory() as temp_dir:
+            _, photo, _, downloader = self.new_manifest_downloader(temp_dir, top_level='photo')
+            plugin = Img2pdfPlugin(downloader.option)
+            expected_path = plugin.decide_filepath(None, photo, 'Pid', 'pdf', temp_dir, None)
+            order = []
+            original_record = downloader.record_export_filepath
+
+            def record(detail, filepath):
+                order.append(('record', detail, filepath))
+                return original_record(detail, filepath)
+
+            def fake_write(pdf_filepath, current_album, current_photo, encrypt):
+                self.assertEqual(pdf_filepath, expected_path)
+                self.assertIsNone(current_album)
+                self.assertIs(current_photo, photo)
+                order.append(('write', current_photo, pdf_filepath))
+                return ['img1.jpg'], ['photo_dir']
+
+            def fake_delete(paths):
+                order.append(('delete', list(paths)))
+                self.assertEqual(
+                    downloader.manifest_dict[photo].export_filepath_dict,
+                    {'pdf': [expected_path]},
+                )
+
+            downloader.record_export_filepath = record
+
+            with patch.dict(sys.modules, {'img2pdf': object()}), \
+                    patch.object(plugin, 'write_img_2_pdf', side_effect=fake_write), \
+                    patch.object(plugin, 'execute_deletion', side_effect=fake_delete):
+                plugin.invoke(
+                    photo=photo,
+                    downloader=downloader,
+                    pdf_dir=temp_dir,
+                    filename_rule='Pid',
+                )
+
+            self.assertEqual(order[0], ('write', photo, expected_path))
+            self.assertEqual(order[1], ('record', photo, expected_path))
+            self.assertEqual(order[2], ('delete', ['img1.jpg', 'photo_dir']))
+            self.assertEqual(downloader.manifest_dict[photo].export_filepath_dict['pdf'].count(expected_path), 1)
+
+    def test_pdf_missing_library_registers_nothing(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, _, downloader = self.new_manifest_downloader(temp_dir)
+            plugin = Img2pdfPlugin(downloader.option)
+            original_import = __import__
+
+            def fake_import(name, *args, **kwargs):
+                if name == 'img2pdf':
+                    raise ImportError('img2pdf missing')
+                return original_import(name, *args, **kwargs)
+
+            with patch('builtins.__import__', side_effect=fake_import):
+                with self.assertRaises(PluginValidationException):
+                    plugin.invoke(
+                        album=album,
+                        downloader=downloader,
+                        pdf_dir=temp_dir,
+                        filename_rule='Aid',
+                    )
+
+            self.assertEqual(downloader.manifest_dict[album].export_filepath_dict, {})
+
+    def test_pdf_empty_source_registers_nothing(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, _, downloader = self.new_manifest_downloader(temp_dir)
+            plugin = Img2pdfPlugin(downloader.option)
+
+            with patch.dict(sys.modules, {'img2pdf': object()}), \
+                    patch.object(plugin, 'write_img_2_pdf', return_value=None), \
+                    patch.object(plugin, 'execute_deletion') as delete_mock:
+                plugin.invoke(
+                    album=album,
+                    downloader=downloader,
+                    pdf_dir=temp_dir,
+                    filename_rule='Aid',
+                )
+
+            self.assertEqual(downloader.manifest_dict[album].export_filepath_dict, {})
+            delete_mock.assert_not_called()
+
+    def test_long_img_registers_once_before_optional_deletion(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, _, downloader = self.new_manifest_downloader(temp_dir)
+            plugin = LongImgPlugin(downloader.option)
+            expected_path = plugin.decide_filepath(album, None, 'Aid', 'png', temp_dir, None)
+            order = []
+            original_record = downloader.record_export_filepath
+
+            def record(detail, filepath):
+                order.append(('record', filepath))
+                return original_record(detail, filepath)
+
+            def fake_write(long_img_path, current_album, current_photo):
+                self.assertEqual(long_img_path, expected_path)
+                self.assertIs(current_album, album)
+                self.assertIsNone(current_photo)
+                order.append(('write', long_img_path))
+                return ['img1.jpg']
+
+            def fake_delete(paths):
+                order.append(('delete', list(paths)))
+                self.assertEqual(
+                    downloader.manifest_dict[album].export_filepath_dict,
+                    {'png': [expected_path]},
+                )
+
+            downloader.record_export_filepath = record
+
+            with patch.dict(sys.modules, {'PIL': SimpleNamespace(Image=object())}), \
+                    patch.object(plugin, 'write_img_2_long_img', side_effect=fake_write), \
+                    patch.object(plugin, 'execute_deletion', side_effect=fake_delete):
+                plugin.invoke(
+                    album=album,
+                    downloader=downloader,
+                    img_dir=temp_dir,
+                    filename_rule='Aid',
+                )
+
+            self.assertEqual(order[0], ('write', expected_path))
+            self.assertEqual(order[1], ('record', expected_path))
+            self.assertEqual(order[2], ('delete', ['img1.jpg']))
+            self.assertEqual(downloader.manifest_dict[album].export_filepath_dict['png'].count(expected_path), 1)
+
+    def test_long_img_photo_level_registers_photo_detail_once(self):
+        with TemporaryDirectory() as temp_dir:
+            _, photo, _, downloader = self.new_manifest_downloader(temp_dir, top_level='photo')
+            plugin = LongImgPlugin(downloader.option)
+            expected_path = plugin.decide_filepath(None, photo, 'Pid', 'png', temp_dir, None)
+            order = []
+            original_record = downloader.record_export_filepath
+
+            def record(detail, filepath):
+                order.append(('record', detail, filepath))
+                return original_record(detail, filepath)
+
+            def fake_write(long_img_path, current_album, current_photo):
+                self.assertEqual(long_img_path, expected_path)
+                self.assertIsNone(current_album)
+                self.assertIs(current_photo, photo)
+                order.append(('write', current_photo, long_img_path))
+                return ['img1.jpg']
+
+            def fake_delete(paths):
+                order.append(('delete', list(paths)))
+                self.assertEqual(
+                    downloader.manifest_dict[photo].export_filepath_dict,
+                    {'png': [expected_path]},
+                )
+
+            downloader.record_export_filepath = record
+
+            with patch.dict(sys.modules, {'PIL': SimpleNamespace(Image=object())}), \
+                    patch.object(plugin, 'write_img_2_long_img', side_effect=fake_write), \
+                    patch.object(plugin, 'execute_deletion', side_effect=fake_delete):
+                plugin.invoke(
+                    photo=photo,
+                    downloader=downloader,
+                    img_dir=temp_dir,
+                    filename_rule='Pid',
+                )
+
+            self.assertEqual(order[0], ('write', photo, expected_path))
+            self.assertEqual(order[1], ('record', photo, expected_path))
+            self.assertEqual(order[2], ('delete', ['img1.jpg']))
+            self.assertEqual(downloader.manifest_dict[photo].export_filepath_dict['png'].count(expected_path), 1)
+
+    def test_long_img_missing_library_registers_nothing(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, _, downloader = self.new_manifest_downloader(temp_dir)
+            plugin = LongImgPlugin(downloader.option)
+            original_import = __import__
+
+            def fake_import(name, *args, **kwargs):
+                if name == 'PIL':
+                    raise ImportError('PIL missing')
+                return original_import(name, *args, **kwargs)
+
+            with patch('builtins.__import__', side_effect=fake_import):
+                with self.assertRaises(PluginValidationException):
+                    plugin.invoke(
+                        album=album,
+                        downloader=downloader,
+                        img_dir=temp_dir,
+                        filename_rule='Aid',
+                    )
+
+            self.assertEqual(downloader.manifest_dict[album].export_filepath_dict, {})
+
+    def test_long_img_empty_source_registers_nothing(self):
+        with TemporaryDirectory() as temp_dir:
+            album, _, _, downloader = self.new_manifest_downloader(temp_dir)
+            plugin = LongImgPlugin(downloader.option)
+
+            with patch.dict(sys.modules, {'PIL': SimpleNamespace(Image=object())}), \
+                    patch.object(plugin, 'write_img_2_long_img', return_value=None), \
+                    patch.object(plugin, 'execute_deletion') as delete_mock:
+                plugin.invoke(
+                    album=album,
+                    downloader=downloader,
+                    img_dir=temp_dir,
+                    filename_rule='Aid',
+                )
+
+            self.assertEqual(downloader.manifest_dict[album].export_filepath_dict, {})
+            delete_mock.assert_not_called()
+
 
 class Test_Detail_Cache_Copy_Contract(unittest.TestCase):
 
diff --git a/tests/test_jmcomic/test_jm_async_client.py b/tests/test_jmcomic/test_jm_async_client.py
index 79403210..3746de22 100644
--- a/tests/test_jmcomic/test_jm_async_client.py
+++ b/tests/test_jmcomic/test_jm_async_client.py
@@ -254,9 +254,19 @@ def test_async_cache_on_off(self):
         """专门测试：async 缓存开启/关闭行为"""
         loop = asyncio.new_event_loop()
         client: AsyncJmcomicClient = self.option.new_jm_async_client()
+        album_detail_request_count = 0
 
         try:
             loop.run_until_complete(client.setup())
+            original_req_api = client.req_api
+
+            async def counted_req_api(url, *args, **kwargs):
+                nonlocal album_detail_request_count
+                if url == client.API_ALBUM and kwargs.get('params') == {'id': '123'}:
+                    album_detail_request_count += 1
+                return await original_req_api(url, *args, **kwargs)
+
+            client.req_api = counted_req_api
 
             # 1. 缓存默认关闭（_cache=None）
             self.assertIsNone(client.get_cache_dict(), '默认 cache 应为 None')
@@ -269,6 +279,9 @@ def test_async_cache_on_off(self):
             album2 = loop.run_until_complete(client.get_album_detail('123'))
             self.assertIsNot(album1, album2, '缓存开启：同 ID 应返回独立实体')
             self.assertEqual(album1.id, album2.id, '缓存命中前后详情 ID 应一致')
+            self.assertEqual(album1.name, album2.name, '缓存命中前后详情名称应一致')
+            self.assertEqual(album1.tags, album2.tags, '缓存命中前后详情标签应一致')
+            self.assertEqual(album_detail_request_count, 1, '缓存命中时底层 album 详情请求应仅发生一次')
             self.assertEqual(album2.save_path, '', '缓存模板不应携带上一次下载路径')
             self.assertIsNone(album2.duration, '缓存模板不应携带上一次下载耗时')
 

From 5d3c74009670f76ef84323d7f2fd49aa05871c47 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Fri, 7 Aug 2026 23:51:10 +0800
Subject: [PATCH 03/19] test: align cache assertions with copy semantics

---
 tests/test_jmcomic/test_jm_client.py | 51 ++++++++++++----------------
 1 file changed, 21 insertions(+), 30 deletions(-)

diff --git a/tests/test_jmcomic/test_jm_client.py b/tests/test_jmcomic/test_jm_client.py
index 400721c7..436b356a 100644
--- a/tests/test_jmcomic/test_jm_client.py
+++ b/tests/test_jmcomic/test_jm_client.py
@@ -386,9 +386,12 @@ def test_cache_result_equal(self):
         for args in cases:
             photo = cl.get_photo_detail(*args)
             if ans is None:
-                ans = id(photo)
+                ans = photo
             else:
-                self.assertEqual(ans, id(photo))
+                self.assertIsNot(ans, photo)
+                self.assertEqual(ans.id, photo.id)
+                self.assertEqual(ans.name, photo.name)
+                self.assertEqual(ans.tags, photo.tags)
 
     def test_search_generator(self):
         JmModuleConfig.FLAG_DECODE_URL_WHEN_LOGGING = False
@@ -404,23 +407,6 @@ def test_search_generator(self):
             break
 
     def test_cache_level(self):
-        def get(cl):
-            return cl.get_album_detail('123')
-
-        def assertEqual(first_cl, second_cl, msg):
-            self.assertEqual(
-                get(first_cl),
-                get(second_cl),
-                msg,
-            )
-
-        def assertNotEqual(first_cl, second_cl, msg):
-            return self.assertNotEqual(
-                get(first_cl),
-                get(second_cl),
-                msg,
-            )
-
         cases = [
             (
                 True,
@@ -439,17 +425,22 @@ def run(arg1, arg2, arg3, arg4):
             c4 = op.new_jm_client(cache=arg4)
             c5 = op.new_jm_client(cache=False)
 
-            # c1 == c2
-            # c3 == c4
-            # c1 != c3
-            assertEqual(c1, c2, 'equals in same option level')
-            assertNotEqual(c3, c4, 'not equals in client level')
-            assertNotEqual(c1, c3, 'not equals in different level')
-
-            # c5 != c1, c2, c3, c4
-            obj = get(c5)
-            self.assertNotEqual(obj, get(c1))
-            self.assertNotEqual(obj, get(c3))
+            self.assertIs(
+                c1.get_cache_dict(),
+                c2.get_cache_dict(),
+                'clients in the same option level should share a cache dict',
+            )
+            self.assertIsNot(
+                c3.get_cache_dict(),
+                c4.get_cache_dict(),
+                'clients in the client level should use separate cache dicts',
+            )
+            self.assertIsNot(
+                c1.get_cache_dict(),
+                c3.get_cache_dict(),
+                'different cache levels should not share a cache dict',
+            )
+            self.assertIsNone(c5.get_cache_dict(), 'cache=False should disable caching')
 
         for case in cases:
             run(*case)

From 9991cb9bc929bb42d45d73c637315e39cbc76d16 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Sat, 8 Aug 2026 00:05:07 +0800
Subject: [PATCH 04/19] test: consolidate download manifest coverage

---
 ...nifest_contract.py => test_jm_download_manifest.py} | 10 +---------
 1 file changed, 1 insertion(+), 9 deletions(-)
 rename tests/test_jmcomic/{test_download_manifest_contract.py => test_jm_download_manifest.py} (99%)

diff --git a/tests/test_jmcomic/test_download_manifest_contract.py b/tests/test_jmcomic/test_jm_download_manifest.py
similarity index 99%
rename from tests/test_jmcomic/test_download_manifest_contract.py
rename to tests/test_jmcomic/test_jm_download_manifest.py
index 766ed7ce..c9d598f9 100644
--- a/tests/test_jmcomic/test_download_manifest_contract.py
+++ b/tests/test_jmcomic/test_jm_download_manifest.py
@@ -158,7 +158,7 @@ def do_filter(self, detail):
         return detail
 
 
-class Test_Download_Manifest_Public_Contract(unittest.TestCase):
+class Test_Download_Manifest(unittest.TestCase):
 
     def test_downloadable_defaults(self):
         album, photo, image_list = new_album_photo_images()
@@ -225,8 +225,6 @@ def test_record_export_filepath_uses_top_level_photo_manifest(self):
         self.assertEqual(manifest.export_filepath_dict, {'zip': ['/tmp/photo.zip']})
 
 
-class Test_Download_Manifest_Export_Contract(unittest.TestCase):
-
     @staticmethod
     def new_manifest_downloader(base_dir, top_level='album'):
         album, photo, image_list = new_album_photo_images()
@@ -620,8 +618,6 @@ def test_long_img_empty_source_registers_nothing(self):
             delete_mock.assert_not_called()
 
 
-class Test_Detail_Cache_Copy_Contract(unittest.TestCase):
-
     def test_sync_detail_cache_returns_clean_copy(self):
         class CachedClient(AbstractJmClient):
             func_to_cache = ['fetch_detail_entity']
@@ -695,8 +691,6 @@ async def req_api(_url, **_kwargs):
         asyncio.run(run_test())
 
 
-class Test_Sync_Download_Manifest_Contract(unittest.TestCase):
-
     def new_downloader(self, base_dir, image_count=1):
         album, photo, image_list = new_album_photo_images(image_count)
         option = ContractOption(base_dir)
@@ -800,8 +794,6 @@ def test_manifest_uses_final_path_after_image_plugin(self):
             self.assertEqual(downloader.manifest_dict[album].image_filepath_list, [final_path])
 
 
-class Test_Async_Download_Manifest_Contract(unittest.TestCase):
-
     def test_cache_hit_paths_durations_after_image_and_manifest(self):
         async def run_test(temp_dir):
             album, photo, image_list = new_album_photo_images()

From 24792ade6d599060fb604ee95d48342d3ecf8a73 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Sun, 9 Aug 2026 12:26:20 +0800
Subject: [PATCH 05/19] feat: add download manifest and release flow

---
 .github/CONTRIBUTING.md                       |  37 ++-
 .github/release.py                            | 117 ++++++---
 .../requirements-dev.txt                      |   0
 .github/workflows/benchmark.yml               |   2 +-
 .github/workflows/download.yml                |   2 +-
 .github/workflows/download_dispatch.yml       |   2 +-
 .github/workflows/export_favorites.yml        |   2 +-
 .github/workflows/release.yml                 |  29 ++-
 .github/workflows/release_auto.yml            |   3 +-
 .github/workflows/test_api.yml                |   2 +-
 .github/workflows/test_html.yml               |   2 +-
 .gitignore                                    |   2 +-
 CHANGELOG.md                                  |  20 ++
 assets/docs/mkdocs.yml                        |   4 +-
 .../docs/sources/tutorial/0_common_usage.md   | 240 +++++++++---------
 .../docs/sources/tutorial/14_async_usage.md   |  73 ++++--
 src/jmcomic/__init__.py                       |   2 +-
 src/jmcomic/api.py                            |  40 ++-
 src/jmcomic/jm_async_client.py                |   8 +-
 src/jmcomic/jm_async_downloader.py            | 178 +++++++------
 src/jmcomic/jm_client_impl.py                 |  16 +-
 src/jmcomic/jm_downloader.py                  | 183 ++++++++-----
 src/jmcomic/jm_entity.py                      |  23 +-
 src/jmcomic/jm_feature.py                     |  38 ++-
 src/jmcomic/jm_toolkit.py                     |  20 +-
 tests/test_jmcomic/test_jm_async_feature.py   |   4 +-
 tests/test_jmcomic/test_jm_client.py          |  41 +++
 .../test_jmcomic/test_jm_download_manifest.py | 187 ++++++++++++++
 tests/test_jmcomic/test_jm_feature.py         |   2 +-
 tests/test_jmcomic/test_jm_release.py         | 145 +++++++++++
 tests/test_jmcomic/test_jm_task_context.py    | 139 +++++++++-
 31 files changed, 1125 insertions(+), 438 deletions(-)
 rename requirements-dev.txt => .github/requirements-dev.txt (100%)
 create mode 100644 CHANGELOG.md
 create mode 100644 tests/test_jmcomic/test_jm_release.py

diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index 6dde7be4..68a8571e 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -28,7 +28,7 @@ git checkout -b <your_feature_branch>
 ```bash
 # 自动打通虚拟环境并注满燃油（安装源码及开发依赖）
 uv venv
-uv pip install -r requirements-dev.txt -e ./
+uv pip install -r .github/requirements-dev.txt -e ./
 ```
 
 ### 2. 空中改造 (Coding)
@@ -62,7 +62,9 @@ uv run python -m unittest
 
 - 📘 **`docs` 航道 (文档维护)**：本航道直通项目专属的 **[在线文档 (Read the Docs)](https://jmcomic.readthedocs.io/zh-cn/latest/)**。所有不涉及功能性代码修改的**纯粹文档更新**，请直接提交至此分支。入线后它将即刻触发并全网同步部署，绕过复杂的流水安检。需要注意的是，`docs` 航道的进度通常会超前于主系统 (`master`)，塔台会在新版发布或定期检修时统一将二者对齐同步。
 
-- 🚫 **禁飞区 (禁止直飞 master)**：为防止外部航班意外触发 `release_auto.yml` 这个威力巨大的自动发版工作流，**本项目不接受任何直接指向 `master` 分支的 PR**。所有的新功能与代码改造必须经由 `dev` 航道降落并完成试飞，新版本号的最终敲定与发布由塔台统一操控。
+- 🚫 **禁飞区 (普通 PR 禁止直飞 master)**：为防止外部航班意外触发 `release_auto.yml` 这个威力巨大的自动发版工作流，所有的功能、重构、修复、文档和普通维护 PR 都不得直接指向 `master`。这些改动必须先经由 `dev` 或 `docs` 航道降落，完成对应试飞后再由塔台统一调度。
+
+- 🚀 **发版专线 (仅限版本发布)**：`master` 只接收由塔台（维护者）从 `dev` 发起的正式发版 PR。该 PR 必须同时完成版本号更新，并在 `CHANGELOG.md` 中准备好对应版本的带日期发布记录；任意一项缺失，都不得指向或合并到 `master`。
 
 PR 申请后，我会尽快 review 各位机长的代码并反馈通讯。再次感谢你的付出！🎉
 
@@ -70,22 +72,39 @@ PR 申请后，我会尽快 review 各位机长的代码并反馈通讯。再次
 
 ## 🚀 发版巡航 (Release Process)
 
-项目使用自动化流水线进行发版，此流程仅由塔台（维护者）在合并至 `master` 分支时触发。
+项目使用自动化流水线进行发版，此流程仅由塔台（维护者）通过 `dev → master` 发版专线触发。
 
 ### 1. 触发条件
 当代码被推送（或 PR 合并）至 `master` 分支，且 **Commit Message 以 `v` 开头**时，GitHub Actions 会自动启动 `release_auto.yml` 工作流，执行以下操作：
-1. 自动根据 Commit Message 创建 GitHub Release 标签。
-2. 自动构建项目并发布至 [PyPI](https://pypi.org/project/jmcomic/)。
+1. 自动根据 Commit Message 中的版本号创建 GitHub Release 标签。
+2. 从 `CHANGELOG.md` 对应版本段生成 GitHub Release 正文。
+3. 在 Actions 日志中输出目标版本、Changelog 条目数量和正文来源，供塔台在正式发布前复核。
+4. 自动构建项目并发布至 [PyPI](https://pypi.org/project/jmcomic/)。
 
 ### 2. Commit 格式指令 (仅针对维护者)
-当塔台（维护者）准备好发布新版本并合入 `master` 时，需要根据 `.github/release.py` 的解析要求使用特定格式的 Commit Message：
+当塔台（维护者）准备好发布新版本并合入 `master` 时，必须先完成以下发版检查：
+
+1. 更新 `src/jmcomic/__init__.py` 中的 `__version__`。
+2. 在 `CHANGELOG.md` 中添加同版本的 `## [版本号] - YYYY-MM-DD` 段落，并确认自上一个版本以来的重要改动均已记录。
+3. 确认版本号与 Changelog 均已包含在发版 PR 中，再使用以下 Commit Message 合并到 `master`。
 
-**格式：** `v<版本号>: <更新项1>; <更新项2>; ...`
+**格式：** `v<版本号>: <简短发布说明>`
 
-*   **示例：** `v2.1.0: 修复搜索解析异常; 优化多线程下载效率; 新增插件系统`
+*   **示例：** `v2.7.4: 发布下载清单功能`
 *   **黑匣子解析逻辑：**
     *   **Tag**：冒号 `:` 前的内容（如 `v2.1.0`）。
-    *   **Body**：冒号 `:` 后的内容，程序会将分号 `;` 分割的每一项转化为有序列表。
+    *   **版本校验**：Commit Message 中的版本必须与 `jmcomic.__version__` 一致。
+    *   **Body**：GitHub Release 正文完全来自 `CHANGELOG.md` 的同版本段落；冒号后的文字只用于说明本次发版提交，不再充当 Release 正文。
+
+### 3. 备降与人工复飞
+
+如果符合规范的发版提交已经进入 `master`，但自动流水线因为 Changelog 遗漏、格式错误或版本不匹配而在创建 Tag、GitHub Release 和 PyPI 包之前中止，塔台无需再制造第二条 `v版本号:` 发版提交：
+
+1. 在 `master` 补充一条普通修正提交，只修正当前版本的版本号或 Changelog 发版资料，不夹带新的功能代码。
+2. 在 GitHub Actions 中选择 `master` 分支，手动运行 `Manual Release & Publish`。
+3. 手动流水线会直接读取 `src/jmcomic/__init__.py` 中的版本号，并使用 `CHANGELOG.md` 的同版本段落完成发布。
+
+人工复飞仅用于修复自动发版的前置校验失败，不替代正常的 `dev → master` 发版专线，也不得用于绕过发版 PR 的版本与 Changelog 检查。
 
 ---
 
diff --git a/.github/release.py b/.github/release.py
index 8cc8eaf0..6b3d5b16 100644
--- a/.github/release.py
+++ b/.github/release.py
@@ -1,45 +1,104 @@
+"""Build GitHub Release metadata from a release commit and changelog."""
+
+import ast
 import os
-import sys
 import re
+import sys
+from pathlib import Path
+from typing import Optional, Tuple
 
 
-def add_output(k, v):
-    cmd = f'echo "{k}={v}" >> $GITHUB_OUTPUT'
-    print(cmd, os.system(cmd))
-
+ROOT_DIR = Path(__file__).resolve().parent.parent
+VERSION_FILE = Path("src/jmcomic/__init__.py")
+CHANGELOG_FILE = Path("CHANGELOG.md")
+RELEASE_BODY_FILE = Path("release_body.txt")
+RELEASE_SUBJECT_PATTERN = re.compile(r"^v(?P<version>\d+\.\d+\.\d+):(?:\s.*)?$")
+VERSION_HEADING_PATTERN = re.compile(
+    r"^## \[(?P<version>[^]]+)] - (?P<date>\d{4}-\d{2}-\d{2})\s*$",
+    re.MULTILINE,
+)
 
-def parse_body(body):
-    if ';' not in body:
-        return body
 
-    parts = body.split(";")
-    points = []
-    for i, e in enumerate(parts):
-        e: str = e.strip()
-        if e == '':
+def read_source_version(path: Path) -> str:
+    tree = ast.parse(path.read_text(encoding="utf-8"), filename=str(path))
+    for node in tree.body:
+        if not isinstance(node, ast.Assign) or len(node.targets) != 1:
             continue
-        points.append(f'{i + 1}. {e}')
+        target = node.targets[0]
+        if isinstance(target, ast.Name) and target.id == "__version__":
+            if isinstance(node.value, ast.Constant) and isinstance(node.value.value, str):
+                return node.value.value
+    raise ValueError(f"Static __version__ assignment not found in {path}")
+
+
+def read_release_version(commit_message: str) -> str:
+    subject = commit_message.splitlines()[0].strip() if commit_message else ""
+    match = RELEASE_SUBJECT_PATTERN.fullmatch(subject)
+    if match is None:
+        raise ValueError(f"Release commit must match v{{version}}: summary, got: {subject}")
+    return match.group("version")
+
+
+def extract_release_body(changelog: str, version: str) -> str:
+    matches = [match for match in VERSION_HEADING_PATTERN.finditer(changelog) if match.group("version") == version]
+    if not matches:
+        raise ValueError(f"Changelog section not found: ## [{version}] - YYYY-MM-DD")
+    if len(matches) > 1:
+        raise ValueError(f"Duplicate changelog sections found for version {version}")
+
+    match = matches[0]
+    next_heading = re.search(r"^## \[", changelog[match.end():], re.MULTILINE)
+    section_end = match.end() + next_heading.start() if next_heading else len(changelog)
+    body = changelog[match.end():section_end].strip()
+    if not body:
+        raise ValueError(f"Changelog section for version {version} is empty")
+    return body
+
+
+def count_release_entries(body: str) -> int:
+    return sum(1 for line in body.splitlines() if line.lstrip().startswith("- "))
+
 
-    return '\n'.join(points)
+def build_release_metadata(
+        commit_message: Optional[str] = None,
+        root_dir: Optional[Path] = None,
+) -> Tuple[str, str]:
+    root_dir = root_dir or ROOT_DIR
+    source_version = read_source_version(root_dir / VERSION_FILE)
+    if commit_message is not None:
+        release_version = read_release_version(commit_message)
+        if release_version != source_version:
+            raise ValueError(
+                f"Version mismatch: release commit={release_version}, __init__.py={source_version}"
+            )
 
+    changelog = (root_dir / CHANGELOG_FILE).read_text(encoding="utf-8")
+    return f"v{source_version}", extract_release_body(changelog, source_version)
 
-def get_tag_and_body():
-    msg = sys.argv[1]
-    print(f'msg: {msg}')
-    p = re.compile('(.*?): ?(.*)')
-    match = p.search(msg)
-    assert match is not None, f'commit message format is wrong: {msg}'
-    tag, body = match[1], match[2]
-    return body, tag
 
+def add_output(key: str, value: str, output_path: Optional[str] = None) -> None:
+    output_path = output_path or os.environ.get("GITHUB_OUTPUT")
+    if output_path is None:
+        print(f"{key}={value}")
+        return
+    with Path(output_path).open("a", encoding="utf-8") as output_file:
+        output_file.write(f"{key}={value}\n")
 
-def main():
-    body, tag = get_tag_and_body()
 
-    add_output('tag', tag)
+def main(commit_message: Optional[str] = None) -> int:
+    try:
+        tag, body = build_release_metadata(commit_message)
+        (ROOT_DIR / RELEASE_BODY_FILE).write_text(f"{body}\n", encoding="utf-8")
+        add_output("tag", tag)
+    except (OSError, SyntaxError, ValueError) as exc:
+        print(f"Release metadata error: {exc}", file=sys.stderr)
+        return 1
 
-    with open('release_body.txt', 'w', encoding='utf-8') as f:
-        f.write(parse_body(body))
+    print(f"Release version: {tag.removeprefix('v')}")
+    print(f"Changelog entries: {count_release_entries(body)}")
+    print(f"Release body source: {CHANGELOG_FILE}")
+    return 0
 
 
-main()
+if __name__ == "__main__":
+    raise SystemExit(main(sys.argv[1] if len(sys.argv) >= 2 else None))
diff --git a/requirements-dev.txt b/.github/requirements-dev.txt
similarity index 100%
rename from requirements-dev.txt
rename to .github/requirements-dev.txt
diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index b2cbc42f..f2b7bbc9 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -29,7 +29,7 @@ jobs:
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install -r requirements-dev.txt
+        pip install -r .github/requirements-dev.txt
         pip install -e .
 
     - name: Run Performance Benchmark
diff --git a/.github/workflows/download.yml b/.github/workflows/download.yml
index 5c55240f..9f461c69 100644
--- a/.github/workflows/download.yml
+++ b/.github/workflows/download.yml
@@ -38,7 +38,7 @@ jobs:
       - name: Install Dependency
         run: |
           python -m pip install --upgrade pip
-          pip install -r requirements-dev.txt
+          pip install -r .github/requirements-dev.txt
 
       - name: 安装jmcomic（pip）
         if: ${{ github.ref != 'refs/heads/dev' }}
diff --git a/.github/workflows/download_dispatch.yml b/.github/workflows/download_dispatch.yml
index 09b1637c..3ab4f5db 100644
--- a/.github/workflows/download_dispatch.yml
+++ b/.github/workflows/download_dispatch.yml
@@ -117,7 +117,7 @@ jobs:
       - name: Install Dependency
         run: |
           python -m pip install --upgrade pip
-          pip install -r requirements-dev.txt
+          pip install -r .github/requirements-dev.txt
 
       - name: Install img2pdf
         if: inputs.PDF_OPTION != '否'
diff --git a/.github/workflows/export_favorites.yml b/.github/workflows/export_favorites.yml
index a3710295..a00cdf64 100644
--- a/.github/workflows/export_favorites.yml
+++ b/.github/workflows/export_favorites.yml
@@ -57,7 +57,7 @@ jobs:
       - name: Install Dependency
         run: |
           python -m pip install --upgrade pip
-          pip install -r requirements-dev.txt
+          pip install -r .github/requirements-dev.txt
           sudo apt update
           sudo apt install p7zip-full
 
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d9b4b1ce..5df03cce 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -1,15 +1,17 @@
-# publish when new release
-name: Publish If Release
+# manually release and publish from master
+name: Manual Release & Publish
 
 on:
   workflow_dispatch:
-  release:
-    types: [ published ]
 
 jobs:
   release:
-    name: Publish `jmcomic` to PYPI
+    name: Manually release `jmcomic`
+    if: github.ref_name == 'master'
     runs-on: ubuntu-latest
+    permissions:
+      id-token: write
+      contents: write
     steps:
       - uses: actions/checkout@v4
 
@@ -18,12 +20,23 @@ jobs:
         with:
           python-version: "3.11"
 
+      - name: Build Release Metadata
+        id: tb
+        run: |
+          python .github/release.py
+
+      - name: Create Release
+        uses: softprops/action-gh-release@v2
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          tag_name: ${{ steps.tb.outputs.tag }}
+          body_path: release_body.txt
+
       - name: Build
         run: |
           python -m pip install build
           python -m build
 
-      - name: Publish PYPI
+      - name: Release PYPI
         uses: pypa/gh-action-pypi-publish@release/v1
-        with:
-          password: ${{ secrets.PYPI_JMCOMIC }}
diff --git a/.github/workflows/release_auto.yml b/.github/workflows/release_auto.yml
index 3b85c38c..cde98755 100644
--- a/.github/workflows/release_auto.yml
+++ b/.github/workflows/release_auto.yml
@@ -22,7 +22,7 @@ jobs:
         with:
           python-version: "3.11"
 
-      - name: Parse Tag & Body
+      - name: Build Release Metadata
         id: tb
         run: |
           commit_message=$(git log --format=%B -n 1 ${{ github.sha }})
@@ -35,7 +35,6 @@ jobs:
         with:
           tag_name: ${{ steps.tb.outputs.tag }}
           body_path: release_body.txt
-          generate_release_notes: true
 
       - name: Build
         run: |
diff --git a/.github/workflows/test_api.yml b/.github/workflows/test_api.yml
index 8caaf5aa..5792a971 100644
--- a/.github/workflows/test_api.yml
+++ b/.github/workflows/test_api.yml
@@ -36,7 +36,7 @@ jobs:
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          if [ -f requirements-dev.txt ]; then pip install -r requirements-dev.txt; fi
+          if [ -f .github/requirements-dev.txt ]; then pip install -r .github/requirements-dev.txt; fi
 
       - name: Install local
         run: |
diff --git a/.github/workflows/test_html.yml b/.github/workflows/test_html.yml
index 56ee6005..b0278454 100644
--- a/.github/workflows/test_html.yml
+++ b/.github/workflows/test_html.yml
@@ -36,7 +36,7 @@ jobs:
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          if [ -f requirements-dev.txt ]; then pip install -r requirements-dev.txt; fi
+          if [ -f .github/requirements-dev.txt ]; then pip install -r .github/requirements-dev.txt; fi
 
       - name: Install local
         run: |
diff --git a/.gitignore b/.gitignore
index 43762aeb..80f5a710 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,6 @@
 # this repo
 /assets/download/
-/docs/superpowers/plans/**
+/docs/superpowers/**
 
 
 # Byte-compiled / optimized / DLL files
diff --git a/CHANGELOG.md b/CHANGELOG.md
new file mode 100644
index 00000000..241032d4
--- /dev/null
+++ b/CHANGELOG.md
@@ -0,0 +1,20 @@
+# Changelog
+
+本文件记录 jmcomic 的版本变化。2.7.0之前的changelog请见github release。
+
+条目分类参考 [Keep a Changelog](https://keepachangelog.com/zh-CN/1.0.0/)，
+版本号遵循 [语义化版本](https://semver.org/lang/zh-CN/)。
+
+## [2.7.4] - 2026-08-09
+
+### Added
+- 新增下载清单 `DownloadManifest`，聚合一次顶层下载产生的图片路径和导出文件。
+- `DownloadResult` 新增 `manifest` 和 `duration` 属性，同时保持原有二元组解包兼容性。
+- 搜索、分类和收藏夹分页结果新增 `page_number` 字段，可直接获取当前页码。
+
+### Changed
+- 同步与异步下载流程统一记录成功下载及缓存命中的图片，并使用图片插件处理后的最终保存路径。
+- `result.duration` 记录从调用下载 API 到返回所用的总时间；本子、章节和图片实体分别记录各自的下载耗时。
+- Feature 根据当前 `TaskContext` 判断顶层下载类型，不再需要额外传入 `feature_from`。
+- ZIP、PDF 和长图插件产物按文件后缀登记到下载清单。
+- 详情缓存返回独立干净副本，避免下载路径、耗时等状态污染后续缓存结果。
diff --git a/assets/docs/mkdocs.yml b/assets/docs/mkdocs.yml
index 74408807..567cd857 100644
--- a/assets/docs/mkdocs.yml
+++ b/assets/docs/mkdocs.yml
@@ -78,8 +78,10 @@ plugins:
 
 markdown_extensions:
   - attr_list
+  - admonition
   - toc:
       permalink: true
+  - pymdownx.details
   - pymdownx.highlight
   - pymdownx.superfences
   - pymdownx.tabbed:
@@ -92,4 +94,4 @@ markdown_extensions:
   - pymdownx.snippets
   - pymdownx.superfences
 
-docs_dir: sources
\ No newline at end of file
+docs_dir: sources
diff --git a/assets/docs/sources/tutorial/0_common_usage.md b/assets/docs/sources/tutorial/0_common_usage.md
index b60990c7..77e0aba4 100644
--- a/assets/docs/sources/tutorial/0_common_usage.md
+++ b/assets/docs/sources/tutorial/0_common_usage.md
@@ -13,6 +13,12 @@ download_photo(438696)
 
 # 同时下载多个本子
 download_album([123, 456, 789])
+
+# 查看本子/章节下载位置和耗时
+result: DownloadResult = download_album(123)
+album: JmAlbumDetail = result.detail # detail是实体类，download_album 返回 album，download_photo 返回 photo
+print(f'本子-JM{album.id}，下载保存文件夹: {album.save_path}, 下载耗时: {result.duration:.3f}秒')
+# DownloadResult 里还包含大量字段，更多用法请查阅下方章节【下载返回值】
 ```
 
 ## 使用option定制化下载本子
@@ -415,174 +421,156 @@ cl = JmApiClient(
 ```
 
 
-## 下载结果、完成情况、过程数据的获取
-
-下载完成后，可以直接查看本子或章节的保存目录：
-
-```python
-from jmcomic import download_album, download_photo
-
-album, downloader = download_album('123')
-print('本子保存目录:', album.save_path)
-
-photo, downloader = download_photo('456')
-print('章节保存目录:', photo.save_path)
-```
+## 下载返回值
 
-`album` 和 `photo` 是刚刚下载的本子和章节。`downloader` 是执行下载的对象；只想查看保存目录时，不需要操作它。
+`download_album` 和 `download_photo` 下载完成后，单个 ID 返回 `DownloadResult`，多个 ID 返回 `BatchResult`。
 
-<details>
-<summary>查看每个章节和图片的路径</summary>
+从 `result.detail` 可以取得下载的本子/章节的实体类：
 
 ```python
-album, downloader = download_album('123')
-
-for photo in album:
-    if not photo.save_path:
-        continue
+from jmcomic import download_album, download_photo
 
-    print('章节目录:', photo.save_path)
+# 下载本子；result.detail 是本子实体
+result = download_album('123')
+album = result.detail
+print(f'本子实体: {album}')
 
-    for image in photo:
-        if image.save_path:
-            print('图片文件:', image.save_path)
+# 下载章节；result.detail 是章节实体
+result = download_photo('456')
+photo = result.detail
+print(f'章节实体: {photo}')
 ```
 
-</details>
+### 获取保存路径和耗时
 
-<details>
-<summary>一次获取所有图片和导出文件的路径</summary>
+下载完成后，你通常会关心两件事：文件保存在哪里，以及哪一步比较慢。所有 `duration` 的单位都是秒。
 
-不想逐个遍历章节时，可以查看本次下载的文件清单：
+| 对象 | `save_path` | `duration`                                           |
+| --- | --- |------------------------------------------------------|
+| 下载结果 `result` | 通过 `result.detail.save_path` 查看 | 从调用下载方法到返回，你总共等了多久                 |
+| 本子 `album` | 本子根目录 | 下载这个本子花了多久，包含获取详情、下载章节和插件   |
+| 章节 `photo` | 章节图片目录 | 下载这个章节花了多久，包含获取详情、下载图片和插件   |
+| 图片 `image` | 图片文件路径 | 下载这张图片花了多久，包含检查缓存、下载、保存和插件 |
 
-```python
-result = download_album('123')
+> 一次本子下载可能同时处理多个章节，一个章节也可能同时处理多张图片。因此，把所有章节或图片的耗时相加，不会得到本子的耗时，这是正常现象。
 
-for filepath in result.manifest.image_filepath_list:
-    print(filepath)
-```
 
-列表包含刚下载的图片和本地已经存在、无需重复下载的图片，顺序就是阅读顺序。
+??? example "完整示例：查看路径、耗时和缓存状态"
 
-使用 PDF、ZIP 或长图导出功能时，也可以从文件清单中获取生成文件：
+    ```python
+    from jmcomic import download_album
 
-```python
-from jmcomic import Feature, download_album
+    result = download_album('123')
+    album = result.detail
 
-result = download_album(
-    '123',
-    extra=Feature.export_pdf + Feature.export_zip,
-)
+    # result.duration 是调用下载方法后总共等待的时间
+    print(f'本子目录: {album.save_path}，总共等待: {result.duration:.2f} 秒')
+    print(f'下载本子用了: {album.duration:.2f} 秒')
 
-pdf_list = result.manifest.get_export_filepath_list('pdf')
-zip_list = result.manifest.get_export_filepath_list('zip')
+    for photo in album:
+        # 查看每个章节的保存目录和处理耗时
+        print(f'章节 {photo.id} 目录: {photo.save_path}，耗时: {photo.duration:.2f} 秒')
 
-for suffix, filepath_list in result.manifest.export_filepath_dict.items():
-    for filepath in filepath_list:
-        print(suffix, filepath)
-```
+        for image in photo:
+            # exists 和 cache 都为 True，表示满足缓存复用条件
+            not_download = image.exists and image.cache
+            print(
+                f'图片 {image.filename} 路径: {image.save_path}，'
+                f'耗时: {image.duration:.2f} 秒，是否因存在而跳过下载: {not_download}'
+            )
+    ```
 
-同一种格式可能生成多个文件，所以得到的是列表；没有生成对应格式时，得到空列表。
+    `not_download` 为 `True`，表示目标图片原本存在并且允许使用缓存。
 
-需要同时使用本子信息和文件清单时，可以这样写：
+### 使用 `manifest` 获取结果文件
 
-```python
-result = download_album('123')
-album, downloader = result
-manifest = result.manifest
+相比于遍历实体类， `manifest` 提供了更直接的写法，适合场景：直接取得全部图片路径，以及取得**额外产物**（由插件/Feature产出的 PDF、ZIP、长图）
 
-print(album.save_path)
-print(manifest.image_filepath_list)
-print(manifest.get_export_filepath_list('pdf'))
-print(album.duration)
-```
+| 想要什么                                   | 推荐写法 |
+|--------------------------------------------| --- |
+| 查看某张图片的路径、耗时和缓存状态         | 遍历实体，读取 `image.save_path` 等字段 |
+| 直接获取所有图片路径（包含命中缓存的图片） | 用`manifest`，`result.manifest.image_filepath_list` |
+| 额外产物（PDF、ZIP 或长图）                | 用`manifest`，`result.manifest.get_export_filepath_list('文件后缀')` |
 
-</details>
+??? example "完整示例：获取图片和导出文件"
 
-<details>
-<summary>查看本子、章节和图片的耗时</summary>
+    ```python
+    from jmcomic import Feature, download_album
 
-`duration` 记录处理时间，单位为秒：
+    # 下载本子，并使用内置 Feature 导出 PDF、ZIP 和长图
+    result = download_album(
+        '123',
+        extra=Feature.export_pdf + Feature.export_zip + Feature.export_long_img,
+    )
 
-```python
-album, downloader = download_album('123')
+    # 本次成功下载或直接复用的图片路径
+    print('图片文件:', result.manifest.image_filepath_list)
 
-print(f'本子耗时: {album.duration:.2f} 秒')
+    # 插件导出的文件按后缀查询，后缀前面的点可以省略
+    pdf_filepath_list = result.manifest.get_export_filepath_list('pdf')
+    zip_filepath_list = result.manifest.get_export_filepath_list('.zip')
+    png_filepath_list = result.manifest.get_export_filepath_list('png')
 
-for photo in album:
-    if photo.duration is None:
-        continue
+    print('PDF 文件:', pdf_filepath_list)
+    print('ZIP 文件:', zip_filepath_list)
+    print('长图导出文件:', png_filepath_list)
+    ```
 
-    print(f'章节 {photo.id}: {photo.duration:.2f} 秒')
+### 批量下载的返回值
 
-    for image in photo:
-        if image.duration is None:
-            continue
+传入多个 ID 时，返回值是 `BatchResult`。每一项成功下载对应一个 `DownloadResult`，失败任务则记录在 `failed` 中：
 
-        used_existing_file = image.exists and image.cache
-        print(image.filename, image.duration, used_existing_file)
-```
+??? example "完整示例：处理批量下载结果"
 
-`used_existing_file` 为 `True`，表示本次直接使用了下载前已经存在的图片。此时记录的是本次检查和处理已有文件的耗时。
+    ```python
+    from jmcomic import download_album
 
-`after_image` 插件现在会在两种情况下触发：图片刚下载完成，或命中了本地缓存并直接复用已有文件。被跳过的图片和下载失败的图片不会触发它。
+    # 同时下载多个本子
+    batch_result = download_album(['123', '456', '789'])
 
-如果你的插件只想处理本次新下载出来的文件，可以显式跳过缓存命中的场景：
+    # BatchResult 继承 set，成功结果没有输入顺序保证
+    for result in batch_result:
+        album = result.detail
+        # 通过实体 ID 识别当前结果，不要用遍历位置对应输入列表
+        print(f'JM{album.id} 下载到: {album.save_path}')
 
-```python
-def invoke(self, image, **kwargs):
-    if image.exists and image.cache:
-        return
+    # failed 的键是下载失败的 ID，值是记录失败原因的异常对象
+    for album_id, error in batch_result.failed.items():
+        print(f'JM{album_id} 下载失败: {error}')
 
-    process(image.save_path)
-```
+    # total 是实际处理的不同 ID 数量，重复 ID 不会重复下载
+    print('任务总数:', batch_result.total)
+    print('是否全部成功:', batch_result.all_succeeded)
+    ```
 
-需要结构化输出时，可以整理成字典后打印 JSON：
+下载单个 ID 时，请求本子失败会直接抛出异常；如果只有部分章节或图片失败，会在任务结束后汇总抛出 `PartialDownloadFailedException`，此时不会返回 `DownloadResult`。批量下载则继续执行其他任务，并把失败项集中放进 `batch_result.failed`。
 
-```python
-import json
-
-info = {
-    'id': album.id,
-    'save_path': album.save_path,
-    'duration': album.duration,
-    'photo_list': [
-        {
-            'id': photo.id,
-            'save_path': photo.save_path,
-            'duration': photo.duration,
-            'image_list': [
-                {
-                    'filepath': image.save_path,
-                    'duration': image.duration,
-                    'used_existing_file': image.exists and image.cache,
-                }
-                for image in photo
-                if image.duration is not None
-            ],
-        }
-        for photo in album
-        if photo.duration is not None
-    ],
-}
-
-print(json.dumps(info, ensure_ascii=False, indent=2))
-```
+### 速查表
 
-</details>
+| 你的需求 | 推荐写法 |
+| --- | --- |
+| 查看本子或章节信息 | `result.detail` |
+| 查看本子或章节目录 | `result.detail.save_path` |
+| 查看单张图片路径和状态 | 遍历实体后读取 `image.save_path` 等字段 |
+| 查看图片或章节失败原因 | 捕获 `PartialDownloadFailedException` 后，读取 `e.downloader.download_failed_image` / `download_failed_photo`；列表元素为 `(实体, 异常)` |
+| 获取本次成功图片路径列表 | `result.manifest.image_filepath_list` |
+| 获取已登记的导出文件路径 | `result.manifest.get_export_filepath_list('后缀')` |
+| 查看单个 ID 下载的完整时间 | `result.duration` |
+| 定位本子、章节或图片的内部处理慢点 | 对应实体的 `duration` |
+| 检查批量下载失败项 | `batch_result.failed` |
 
-<details>
-<summary>反复查询同一个本子时开启 Client 缓存</summary>
+??? note "兼容旧版本的返回值解包写法"
 
-```python
-from jmcomic import JmOption
+    旧代码可能会把返回值直接解包成两个变量，这种写法仍然可以继续使用：
 
-client = JmOption.default().new_jm_client(cache=True)
+    ```python
+    from jmcomic import download_album
 
-album_1 = client.get_album_detail('123')
-album_2 = client.get_album_detail('123')
-```
+    result = download_album('123')
 
-两次查询得到的本子内容相同，但可以分别修改，互不影响。自定义 album 或 photo 实体时，其中的字段需要支持 Python 的 `deepcopy`；使用 jmcomic 自带实体时不用处理。
+    # 旧写法：第一个变量是本子实体，第二个变量是下载器
+    album, downloader = result
 
-</details>
+    # 新代码更推荐直接通过 result.detail 读取本子实体
+    assert album is result.detail
+    ```
diff --git a/assets/docs/sources/tutorial/14_async_usage.md b/assets/docs/sources/tutorial/14_async_usage.md
index 7e062b54..b53aa289 100644
--- a/assets/docs/sources/tutorial/14_async_usage.md
+++ b/assets/docs/sources/tutorial/14_async_usage.md
@@ -55,24 +55,14 @@ asyncio.run(main())
 
 ### 💡 关于 async with 和自动初始化
 
-当你使用异步客户端时，推荐直接搭配 `async with` 上下文管理器来使用：
+当你使用异步client时，推荐直接搭配 `async with` 上下文管理器来使用：
 
 ```python
-# 离开代码块时会自动清理并断开连接
+# 推荐用法，离开代码块时会自动清理并断开连接
 async with JmOption.default().new_jm_async_client() as cl:
     album = await cl.get_album_detail(123)
-```
-
-客户端会在你真正发起网络请求时自动初始化：
-
-- **结合 `async with`**：当进入 `async with` 作用域时，客户端会自动完成域名解析、联通性检查等必要的初始化工作，并在离开时安全释放连接。
-- **单独使用**：如果你不想使用 `async with`，而是直接调用 `cl = op.new_jm_async_client()`，那么在第一次发起真实的请求（比如 `get_album_detail`）时，客户端也会自动检测并先执行一遍初始化。
-
-无论哪种写法都只会初始化一次，你不需要自己去调用任何初始化代码，直接用就行。
 
-如果不使用 `async with`，使用完成后需要显式关闭客户端：
-
-```python
+# 另外一种用法，单独使用client
 cl = JmOption.default().new_jm_async_client()
 try:
     album = await cl.get_album_detail(123)
@@ -80,6 +70,19 @@ finally:
     await cl.close()
 ```
 
+`async with` 和单独使用client都会自动初始化，区别主要在初始化时机和生命周期管理：
+
+| 对比项 | 使用 `async with` | 单独使用client                            |
+| --- | --- |-------------------------------------------|
+| 初始化时机 | 进入 `async with` 作用域时自动初始化 | 第一次发起真实请求前自动初始化            |
+| 初始化内容 | 自动完成域名解析、联通性检查等必要工作 | 同左                                      |
+| 初始化次数 | 只初始化一次 | 同左                                      |
+| 连接清理 | 离开作用域时自动安全释放连接 | 使用完成后必须显式调用 `await cl.close()` |
+| 推荐场景 | 推荐用于一般请求和下载任务 | 需要自行控制客户端生命周期时使用          |
+
+两种写法都不需要手动调用初始化方法；如果单独使用客户端，请通过 `try/finally` 确保连接一定会被关闭。
+
+
 ---
 
 ### 并发请求示例
@@ -104,10 +107,6 @@ async def main():
         # 打印结果
         for aid, album in zip(album_id_list, album_list):
             print(f'[JM{aid}] 本子详情: {album}')
-            
-        # 获取章节实体类
-        photo = await cl.get_photo_detail('212214')
-        print(photo.name)
 
 asyncio.run(main())
 ```
@@ -148,7 +147,7 @@ async def main():
     async with JmOption.default().new_jm_async_client() as cl:
         # async for 会帮你自动加载下一页，一页一页往下搜
         async for page in cl.search_gen('+MANA +无修正'):
-            print(f'当前获取到了第 {page.page} 页，本页数据量: {page.page_size}')
+            print(f'当前获取到了第 {page.page_number} 页，本页数据量: {len(page)}，总数量: {page.total}')
             
             for album_id, title in page.iter_id_title():
                 print(f'[{album_id}]: {title}')
@@ -211,7 +210,7 @@ async def main():
             category=JmMagicConstants.CATEGORY_ALL,
             order_by=JmMagicConstants.ORDER_BY_VIEW,
         ):
-            print(page.page)
+            print(f'当前获取到了第 {page.page_number} 页，本页数据量: {len(page)}')
 
 asyncio.run(main())
 ```
@@ -229,3 +228,39 @@ client:
   # 指定异步客户端的底层实现类 (目前仅有: async_api)
   async_impl: async_api
 ```
+
+## 9. 查看下载耗时
+
+异步下载完成后，可以直接查看自己总共等了多久，也可以继续查看具体是哪个本子、章节或图片比较慢。所有 `duration` 的单位都是秒。
+
+```python
+import asyncio
+import jmcomic
+
+
+async def main():
+    result = await jmcomic.download_album_async('438696')
+    album = result.detail
+
+    # 从调用 download_album_async 到返回，总共等了多久
+    print(f'总共等待: {result.duration:.3f} 秒')
+
+    # 如果下载比较慢，可以继续查看具体慢在哪里
+    print(f'下载本子用了: {album.duration:.3f} 秒')
+    for photo in album:
+        print(f'下载章节 {photo.id} 用了: {photo.duration:.3f} 秒')
+        for image in photo:
+            print(f'处理图片 {image.img_file_name} 用了: {image.duration:.3f} 秒')
+
+
+asyncio.run(main())
+```
+
+| 字段 | 它告诉你什么 |
+| --- | --- | --- |
+| `result.duration` | 从调用异步下载方法到返回，你总共等了多久 |
+| `album.duration` | 下载这个本子花了多久，包含获取本子信息和整理下载结果 |
+| `photo.duration` | 下载这个章节花了多久，包含获取或补全章节信息 |
+| `image.duration` | 处理这张图片花了多久，包含检查缓存、下载、解密和保存 |
+
+下载器可能同时处理多个章节或多张图片，所以把它们的耗时全部相加，不会得到本子的耗时，这是正常现象。同步下载中的这些字段含义相同。
diff --git a/src/jmcomic/__init__.py b/src/jmcomic/__init__.py
index bd3fcdfc..48eb8ef2 100644
--- a/src/jmcomic/__init__.py
+++ b/src/jmcomic/__init__.py
@@ -2,7 +2,7 @@
 # 被依赖方 <--- 使用方
 # config <--- entity <--- toolkit <--- client <--- option <--- downloader
 
-__version__ = '2.7.3'
+__version__ = '2.7.4'
 
 from .jm_task_context import *
 from .api import *
diff --git a/src/jmcomic/api.py b/src/jmcomic/api.py
index b1d8ab83..d9c30efe 100644
--- a/src/jmcomic/api.py
+++ b/src/jmcomic/api.py
@@ -1,4 +1,5 @@
 import asyncio
+from time import perf_counter
 
 from .jm_downloader import *
 from .jm_task_context import bind_jm_task_context, jm_task_context
@@ -15,6 +16,11 @@ def _download_type(download_api) -> str:
     return name
 
 
+def _finish_download_result(detail, dler, task_started_at):
+    dler.manifest_dict[detail].duration = perf_counter() - task_started_at
+    return DownloadResult(detail, dler)
+
+
 def download_batch(download_api,
                    jm_id_iter: Union[Iterable, Generator],
                    option=None,
@@ -89,15 +95,17 @@ def download_album(jm_album_id,
     if not isinstance(jm_album_id, (str, int)):
         return download_batch(download_album, jm_album_id, option, downloader, extra=extra)
 
-    with jm_task_context(download_type='album', jm_id=str(jm_album_id)):
+    task_started_at = perf_counter()
+    with jm_task_context(download_type='album', jm_id=str(jm_album_id), task_started_at=task_started_at):
         with new_downloader(option, downloader) as dler:
-            # 注册 Feature 及来源，由 downloader 在 after_album 钩子中自动执行
-            dler.add_features(extra, 'download_album')
+            # 下载类型已记录在 TaskContext 中，Feature 会据此选择执行钩子
+            dler.add_features(extra)
             album = dler.download_album(jm_album_id)
 
             if check_exception:
                 dler.raise_if_has_exception()
-            return DownloadResult(album, dler)
+
+        return _finish_download_result(album, dler, task_started_at)
 
 
 def download_photo(jm_photo_id,
@@ -116,15 +124,17 @@ def download_photo(jm_photo_id,
     if not isinstance(jm_photo_id, (str, int)):
         return download_batch(download_photo, jm_photo_id, option, downloader, extra=extra)
 
-    with jm_task_context(download_type='photo', jm_id=str(jm_photo_id)):
+    task_started_at = perf_counter()
+    with jm_task_context(download_type='photo', jm_id=str(jm_photo_id), task_started_at=task_started_at):
         with new_downloader(option, downloader) as dler:
-            # 注册 Feature 及来源，由 downloader 在 after_photo 钩子中自动执行
-            dler.add_features(extra, 'download_photo')
+            # 下载类型已记录在 TaskContext 中，Feature 会据此选择执行钩子
+            dler.add_features(extra)
             photo = dler.download_photo(jm_photo_id)
 
             if check_exception:
                 dler.raise_if_has_exception()
-            return DownloadResult(photo, dler)
+
+        return _finish_download_result(photo, dler, task_started_at)
 
 
 def new_downloader(option=None, downloader=None) -> JmDownloader:
@@ -194,15 +204,16 @@ async def download_album_async(jm_album_id,
                                           extra=extra
                                           )
 
-    with jm_task_context(download_type='album', jm_id=str(jm_album_id)):
+    task_started_at = perf_counter()
+    with jm_task_context(download_type='album', jm_id=str(jm_album_id), task_started_at=task_started_at):
         async with new_async_downloader(option, downloader) as dler:
-            dler.add_features(extra, 'download_album')
+            dler.add_features(extra)
             album = await dler.download_album(jm_album_id)
 
             if check_exception:
                 dler.raise_if_has_exception()
 
-            return DownloadResult(album, dler)
+        return _finish_download_result(album, dler, task_started_at)
 
 
 async def download_photo_async(jm_photo_id,
@@ -226,15 +237,16 @@ async def download_photo_async(jm_photo_id,
                                           extra=extra
                                           )
 
-    with jm_task_context(download_type='photo', jm_id=str(jm_photo_id)):
+    task_started_at = perf_counter()
+    with jm_task_context(download_type='photo', jm_id=str(jm_photo_id), task_started_at=task_started_at):
         async with new_async_downloader(option, downloader) as dler:
-            dler.add_features(extra, 'download_photo')
+            dler.add_features(extra)
             photo = await dler.download_photo(jm_photo_id)
 
             if check_exception:
                 dler.raise_if_has_exception()
 
-            return DownloadResult(photo, dler)
+        return _finish_download_result(photo, dler, task_started_at)
 
 
 async def download_batch_async(download_api,
diff --git a/src/jmcomic/jm_async_client.py b/src/jmcomic/jm_async_client.py
index e7dfb8ed..f0764233 100644
--- a/src/jmcomic/jm_async_client.py
+++ b/src/jmcomic/jm_async_client.py
@@ -559,9 +559,9 @@ async def search(self,
         data = resp.model_data
         if data.get('redirect_aid', None) is not None:
             aid = data.redirect_aid
-            result = JmSearchPage.wrap_single_album(await self.get_album_detail(aid))
+            result = JmSearchPage.wrap_single_album(await self.get_album_detail(aid), page)
         else:
-            result = JmPageTool.parse_api_to_search_page(data)
+            result = JmPageTool.parse_api_to_search_page(data, page)
 
         self._cache_set(cache_key, result)
         return result
@@ -592,7 +592,7 @@ async def categories_filter(self,
             'o': o,
         }
         resp = await self.req_api(self.API_CATEGORIES_FILTER, params=params)
-        return JmPageTool.parse_api_to_search_page(resp.model_data)
+        return JmPageTool.parse_api_to_search_page(resp.model_data, page)
 
     # month_ranking / week_ranking / day_ranking
     # 继承自 AsyncJmcomicClient 基类
@@ -631,7 +631,7 @@ async def favorite_folder(self,
                 'o': order_by,
             }
         )
-        return JmPageTool.parse_api_to_favorite_page(resp.model_data)
+        return JmPageTool.parse_api_to_favorite_page(resp.model_data, page)
 
     async def album_pagination(self,
                                jm_id: str,
diff --git a/src/jmcomic/jm_async_downloader.py b/src/jmcomic/jm_async_downloader.py
index 80ed7b51..37daf329 100644
--- a/src/jmcomic/jm_async_downloader.py
+++ b/src/jmcomic/jm_async_downloader.py
@@ -11,9 +11,8 @@
 import asyncio
 import os
 from concurrent.futures import ThreadPoolExecutor
-from time import perf_counter
 
-from .jm_downloader import BaseDownloader
+from .jm_downloader import BaseDownloader, record_download_duration
 from .jm_entity import JmAlbumDetail, JmPhotoDetail, JmImageDetail
 from .jm_toolkit import JmImageTool
 from .jm_config import jm_log
@@ -66,6 +65,7 @@ async def _run_in_decode_pool(self, func, *args):
             *args,
         )
 
+    @record_download_duration('album_started_at')
     async def download_album(self, album_id) -> JmAlbumDetail:
         """对齐 sync JmDownloader.download_album"""
         album = await self.client.get_album_detail(album_id)
@@ -76,30 +76,27 @@ async def download_album(self, album_id) -> JmAlbumDetail:
             self.finish_manifest(album)
         return album
 
+    @record_download_duration('album_started_at')
     async def download_by_album_detail(self, album: JmAlbumDetail):
         """
         异步下载整个本子。
         对齐 sync JmDownloader.download_by_album_detail 的回调链路。
         """
-        started_at = perf_counter()
         album.save_path = self.option.dir_rule.decide_album_root_dir(album)
-        try:
-            await self.before_album(album)
-            if album.skip:
-                return
+        await self.before_album(album)
+        if album.skip:
+            return
 
-            photos = list(self.do_filter(album))
+        photos = list(self.do_filter(album))
 
-            # 即使过滤后 photos 为空，也要执行 after_album（对齐 sync：execute_on_condition
-            # 在 count_real==0 时提前返回，但调用方仍会走到 after_album，触发其插件与 Feature）。
-            if photos:
-                # photo 级并发由 _photo_semaphore 控制（默认 3），包裹整段 photo 下载（见 download_by_photo_detail）。
-                photo_tasks = [self._safe_download_photo(photo) for photo in photos]
-                await asyncio.gather(*photo_tasks)
+        # 即使过滤后 photos 为空，也要执行 after_album（对齐 sync：execute_on_condition
+        # 在 count_real==0 时提前返回，但调用方仍会走到 after_album，触发其插件与 Feature）。
+        if photos:
+            # photo 级并发由 _photo_semaphore 控制（默认 3），包裹整段 photo 下载（见 download_by_photo_detail）。
+            photo_tasks = [self._safe_download_photo(photo) for photo in photos]
+            await asyncio.gather(*photo_tasks)
 
-            await self.after_album(album)
-        finally:
-            album.duration = perf_counter() - started_at
+        await self.after_album(album)
 
     async def _safe_download_photo(self, photo: JmPhotoDetail):
         """包装 download_by_photo_detail，对齐 sync @catch_exception 的异常记录"""
@@ -109,6 +106,7 @@ async def _safe_download_photo(self, photo: JmPhotoDetail):
             jm_log('photo.failed', f'章节下载失败: [{photo.id}], 异常: [{e}]', e)
             self.download_failed_photo.append((photo, e))
 
+    @record_download_duration('photo_started_at')
     async def download_photo(self, photo_id) -> JmPhotoDetail:
         """对齐 sync JmDownloader.download_photo"""
         photo = await self.client.get_photo_detail(photo_id)
@@ -119,39 +117,36 @@ async def download_photo(self, photo_id) -> JmPhotoDetail:
             self.finish_manifest(photo)
         return photo
 
+    @record_download_duration('photo_started_at')
     async def download_by_photo_detail(self, photo: JmPhotoDetail):
         """
         异步下载一个章节的所有图片。
         对齐 sync JmDownloader.download_by_photo_detail 的回调链路。
         """
-        started_at = perf_counter()
         photo.save_path = self.option.decide_image_save_dir(photo)
-        try:
-            # _photo_semaphore 包裹整段 photo 下载（check_photo + 全部图片），
-            # 真正限制「同时下载的章节数」（对齐 sync：每个 photo 占用 photo 线程池一个槽位）。
-            # 章节内图片再由共享的 _image_semaphore 二级限流。
-            async with self._photo_semaphore:
-                await self.client.check_photo(photo)
-
-                await self.before_photo(photo)
-                if photo.skip:
-                    return
-
-                images = self.do_filter(photo)
-                image_list = list(images) if images is not None else []
-
-                # 即使过滤后图片为空，也要执行 after_photo（对齐 sync，触发 after_photo 插件与 Feature）。
-                if image_list:
-                    # 直接创建所有下载协程，由 _image_semaphore 实现滑动窗口流控
-                    download_tasks = [
-                        self._safe_download_image(image)
-                        for image in image_list
-                    ]
-                    await asyncio.gather(*download_tasks)
-
-                await self.after_photo(photo)
-        finally:
-            photo.duration = perf_counter() - started_at
+        # _photo_semaphore 包裹整段 photo 下载（check_photo + 全部图片），
+        # 真正限制「同时下载的章节数」（对齐 sync：每个 photo 占用 photo 线程池一个槽位）。
+        # 章节内图片再由共享的 _image_semaphore 二级限流。
+        async with self._photo_semaphore:
+            await self.client.check_photo(photo)
+
+            await self.before_photo(photo)
+            if photo.skip:
+                return
+
+            images = self.do_filter(photo)
+            image_list = list(images) if images is not None else []
+
+            # 即使过滤后图片为空，也要执行 after_photo（对齐 sync，触发 after_photo 插件与 Feature）。
+            if image_list:
+                # 直接创建所有下载协程，由 _image_semaphore 实现滑动窗口流控
+                download_tasks = [
+                    self._safe_download_image(image)
+                    for image in image_list
+                ]
+                await asyncio.gather(*download_tasks)
+
+            await self.after_photo(photo)
 
     async def _safe_download_image(self, image: JmImageDetail):
         """
@@ -164,60 +159,57 @@ async def _safe_download_image(self, image: JmImageDetail):
             jm_log('image.failed', f'图片下载失败: [{image.download_url}], 异常: [{e}]', e)
             self.download_failed_image.append((image, e))
 
+    @record_download_duration('image_started_at')
     async def _download_single_image(self, image: JmImageDetail):
         """
         下载并解密单张图片的完整流程。
         对齐 sync JmDownloader.download_by_image_detail 的逻辑。
         """
-        started_at = perf_counter()
-        try:
-            img_save_path = self.option.decide_image_filepath(image)
-            image.save_path = img_save_path
-            image.exists = os.path.exists(img_save_path)
-            image.cache = self.option.decide_download_cache(image)
-
-            await self.before_image(image, img_save_path)
-            if image.skip:
-                return
-
-            if not (image.cache and image.exists):
-                decode_image = self.option.decide_download_image_decode(image)
-
-                # 异步下载图片（受 image semaphore 限流，并将解密写盘过程也锁入信号量范围内，防大字节积压）
-                async with self._image_semaphore:
-                    img_resp = await self.client.get_jm_image(image.download_url)
-                    img_bytes = img_resp.content
-
-                    # 提交到线程池解密并保存
-                    if decode_image and image.scramble_id:
-                        await self._run_in_decode_pool(
-                            self._decode_and_save,
-                            img_bytes,
-                            int(image.scramble_id),
-                            int(image.aid),
-                            image.img_file_name,
-                            img_save_path,
-                        )
-                    else:
-                        # 不解密保存。对齐 sync transfer_to(decode_image=False)：
-                        # 当目标后缀与原图后缀不一致时，需经 PIL 做格式转换。
-                        # 与 sync 一致：比较后缀前先剥离 url 的 ?query 部分，避免 query 干扰后缀判定。
-                        from common import suffix_not_equal
-                        img_url = image.download_url
-                        qi = img_url.find('?')
-                        if qi != -1:
-                            img_url = img_url[:qi]
-                        need_convert = suffix_not_equal(img_url, img_save_path)
-                        await self._run_in_decode_pool(
-                            self._save_raw,
-                            img_bytes,
-                            img_save_path,
-                            need_convert,
-                        )
-
-            await self.after_image(image, img_save_path)
-        finally:
-            image.duration = perf_counter() - started_at
+        img_save_path = self.option.decide_image_filepath(image)
+        image.save_path = img_save_path
+        image.exists = os.path.exists(img_save_path)
+        image.cache = self.option.decide_download_cache(image)
+
+        await self.before_image(image, img_save_path)
+        if image.skip:
+            return
+
+        if not (image.cache and image.exists):
+            decode_image = self.option.decide_download_image_decode(image)
+
+            # 异步下载图片（受 image semaphore 限流，并将解密写盘过程也锁入信号量范围内，防大字节积压）
+            async with self._image_semaphore:
+                img_resp = await self.client.get_jm_image(image.download_url)
+                img_bytes = img_resp.content
+
+                # 提交到线程池解密并保存
+                if decode_image and image.scramble_id:
+                    await self._run_in_decode_pool(
+                        self._decode_and_save,
+                        img_bytes,
+                        int(image.scramble_id),
+                        int(image.aid),
+                        image.img_file_name,
+                        img_save_path,
+                    )
+                else:
+                    # 不解密保存。对齐 sync transfer_to(decode_image=False)：
+                    # 当目标后缀与原图后缀不一致时，需经 PIL 做格式转换。
+                    # 与 sync 一致：比较后缀前先剥离 url 的 ?query 部分，避免 query 干扰后缀判定。
+                    from common import suffix_not_equal
+                    img_url = image.download_url
+                    qi = img_url.find('?')
+                    if qi != -1:
+                        img_url = img_url[:qi]
+                    need_convert = suffix_not_equal(img_url, img_save_path)
+                    await self._run_in_decode_pool(
+                        self._save_raw,
+                        img_bytes,
+                        img_save_path,
+                        need_convert,
+                    )
+
+        await self.after_image(image, img_save_path)
 
     # ======================================================================
     # 磁盘写入（在线程池中执行）
diff --git a/src/jmcomic/jm_client_impl.py b/src/jmcomic/jm_client_impl.py
index 3d3af9bf..efea252d 100644
--- a/src/jmcomic/jm_client_impl.py
+++ b/src/jmcomic/jm_client_impl.py
@@ -336,9 +336,9 @@ def search(self,
         # 因为如果搜索的是禁漫车号，会直接跳转到本子详情页面
         if resp.redirect_count != 0 and '/album/' in resp.url:
             album = JmcomicText.analyse_jm_album_html(resp.text)
-            return JmSearchPage.wrap_single_album(album)
+            return JmSearchPage.wrap_single_album(album, page)
         else:
-            return JmPageTool.parse_html_to_search_page(resp.text)
+            return JmPageTool.parse_html_to_search_page(resp.text, page)
 
     @classmethod
     def build_search_url(cls, base: str, category: str, sub_category: Optional[str]):
@@ -379,7 +379,7 @@ def categories_filter(self,
             allow_redirects=True,
         )
 
-        return JmPageTool.parse_html_to_category_page(resp.text)
+        return JmPageTool.parse_html_to_category_page(resp.text, page)
 
     # -- 帐号管理 --
 
@@ -439,7 +439,7 @@ def favorite_folder(self,
             }
         )
 
-        return JmPageTool.parse_html_to_favorite_page(resp.text)
+        return JmPageTool.parse_html_to_favorite_page(resp.text, page)
 
     # noinspection PyTypeChecker
     def get_username_from_cookies(self) -> str:
@@ -673,9 +673,9 @@ def search(self,
         data = resp.model_data
         if data.get('redirect_aid', None) is not None:
             aid = data.redirect_aid
-            return JmSearchPage.wrap_single_album(self.get_album_detail(aid))
+            return JmSearchPage.wrap_single_album(self.get_album_detail(aid), page)
 
-        return JmPageTool.parse_api_to_search_page(data)
+        return JmPageTool.parse_api_to_search_page(data, page)
 
     def categories_filter(self,
                           page: int,
@@ -699,7 +699,7 @@ def categories_filter(self,
 
         resp = self.req_api(self.append_params_to_url(self.API_CATEGORIES_FILTER, params))
 
-        return JmPageTool.parse_api_to_search_page(resp.model_data)
+        return JmPageTool.parse_api_to_search_page(resp.model_data, page)
 
     def get_album_detail(self, album_id) -> JmAlbumDetail:
         return self.fetch_detail_entity(album_id,
@@ -884,7 +884,7 @@ def favorite_folder(self,
             }
         )
 
-        return JmPageTool.parse_api_to_favorite_page(resp.model_data)
+        return JmPageTool.parse_api_to_favorite_page(resp.model_data, page)
 
     def album_comment(self,
                       video_id,
diff --git a/src/jmcomic/jm_downloader.py b/src/jmcomic/jm_downloader.py
index c7c3f4f3..0ecf5633 100644
--- a/src/jmcomic/jm_downloader.py
+++ b/src/jmcomic/jm_downloader.py
@@ -1,9 +1,52 @@
 import os
+import inspect
+from functools import wraps
 from typing import NamedTuple
 from time import perf_counter
 
 from .jm_option import *
-from .jm_task_context import bind_jm_task_context
+from .jm_task_context import bind_jm_task_context, get_jm_task_context, jm_task_context
+
+
+def record_download_duration(context_key: str, clock=None):
+    def decorator(func):
+        def get_time():
+            return perf_counter() if clock is None else clock()
+
+        if inspect.iscoroutinefunction(func):
+            @wraps(func)
+            async def async_wrapper(*args, **kwargs):
+                entity = args[1]
+                detail_call = isinstance(entity, Downloadable)
+                if detail_call and get_jm_task_context().get(context_key) is not None:
+                    return await func(*args, **kwargs)
+
+                started_at = get_time()
+                with jm_task_context(**{context_key: started_at}):
+                    result = await func(*args, **kwargs)
+                    detail = entity if detail_call else result
+                    detail.duration = get_time() - started_at
+                    return result
+
+            return async_wrapper
+
+        @wraps(func)
+        def wrapper(*args, **kwargs):
+            entity = args[1]
+            detail_call = isinstance(entity, Downloadable)
+            if detail_call and get_jm_task_context().get(context_key) is not None:
+                return func(*args, **kwargs)
+
+            started_at = get_time()
+            with jm_task_context(**{context_key: started_at}):
+                result = func(*args, **kwargs)
+                detail = entity if detail_call else result
+                detail.duration = get_time() - started_at
+                return result
+
+        return wrapper
+
+    return decorator
 
 
 class DownloadManifest:
@@ -12,6 +55,7 @@ class DownloadManifest:
     def __init__(self):
         self.image_filepath_list: List[str] = []
         self.export_filepath_dict: Dict[str, List[str]] = {}
+        self.duration: Optional[float] = None  # 顶层任务完整耗时（秒）
 
     def get_export_filepath_list(self, suffix: str) -> List[str]:
         normalized_suffix = str(suffix).lower().lstrip('.')
@@ -19,8 +63,6 @@ def get_export_filepath_list(self, suffix: str) -> List[str]:
 
 
 def catch_exception(func):
-    from functools import wraps
-
     @wraps(func)
     def wrapper(self, *args, **kwargs):
         self: JmDownloader
@@ -100,8 +142,8 @@ def __init__(self, option: JmOption):
         self.download_failed_photo: List[Tuple[JmPhotoDetail, BaseException]] = []
         # 每次顶层下载对应的聚合清单
         self.manifest_dict: Dict[DetailEntity, DownloadManifest] = {}
-        # Feature 特性列表: [(feature, feature_from), ...]
-        self._feature_list: List[Tuple] = []
+        # 当前顶层下载注册的 Feature 列表
+        self._feature_list: List = []
 
     def do_filter(self, detail: DetailEntity):
         """
@@ -250,27 +292,40 @@ def finish_manifest(self, detail: DetailEntity) -> DownloadManifest:
         ]
         return manifest
 
-    def add_features(self, features, feature_from: str):
+    @staticmethod
+    def _require_feature_context() -> str:
+        from .jm_toolkit import ExceptionTool
+
+        download_type = get_jm_task_context().get('download_type')
+        ExceptionTool.require_true(
+            download_type in ('album', 'photo'),
+            'Feature 注册与执行必须位于下载任务上下文中，请使用 '
+            "jm_task_context(download_type='album') 或 "
+            "jm_task_context(download_type='photo') 进行包裹",
+        )
+        return download_type
+
+    def add_features(self, features):
         """
-        注册 Feature 及其来源。
+        为当前顶层下载注册 Feature。
 
         :param features: Feature / FeatureChain / list / None
-        :param feature_from: 来源标记，如 'download_album' 或 'download_photo'
         """
         if features is None:
             return
 
         from .jm_feature import FeatureChain, Feature
         from .jm_toolkit import ExceptionTool
+        self._require_feature_context()
 
         if isinstance(features, list):
             for f in features:
-                self.add_features(f, feature_from)
+                self.add_features(f)
         elif isinstance(features, FeatureChain):
             for f in features.to_list():
-                self._feature_list.append((f, feature_from))
+                self._feature_list.append(f)
         elif isinstance(features, Feature):
-            self._feature_list.append((features, feature_from))
+            self._feature_list.append(features)
         else:
             ExceptionTool.raises(f'不支持的 extra 类型: {type(features)}，请传入 Feature / FeatureChain / list / None')
 
@@ -281,12 +336,16 @@ def _invoke_features_for(self, when: str, **kwargs):
         :param when: 当前钩子名，如 'after_album', 'after_photo'
         :param kwargs: album, photo, downloader 等上下文
         """
-        for feature, feature_from in self._feature_list:
-            if feature.should_invoke(feature_from, when):
+        if len(self._feature_list) == 0:
+            return
+
+        download_type = self._require_feature_context()
+        for feature in self._feature_list:
+            if feature.should_invoke(when):
                 try:
-                    feature.invoke(self.option, feature_from=feature_from, when=when, **kwargs)
+                    feature.invoke(self.option, when=when, **kwargs)
                 except Exception as e:
-                    jm_log('downloader.feature.exception', f'Feature执行失败: [{feature}], 来源: [{feature_from}], 异常: [{e}]',
+                    jm_log('downloader.feature.exception', f'Feature执行失败: [{feature}], 下载类型: [{download_type}], 异常: [{e}]',
                            e)
 
     def raise_if_has_exception(self):
@@ -321,6 +380,11 @@ class DownloadResult(NamedTuple):
     def manifest(self) -> DownloadManifest:
         return self.downloader.manifest_dict[self.detail]
 
+    @property
+    def duration(self) -> Optional[float]:
+        """顶层下载耗时，单位：秒。"""
+        return self.manifest.duration
+
 
 class BatchResult(set):
     """批量下载结果集。
@@ -358,6 +422,7 @@ def create_client(self):
         """
         return self.option.build_jm_client()
 
+    @record_download_duration('album_started_at')
     def download_album(self, album_id):
         album = self.client.get_album_detail(album_id)
         self.begin_manifest(album)
@@ -367,22 +432,20 @@ def download_album(self, album_id):
             self.finish_manifest(album)
         return album
 
+    @record_download_duration('album_started_at')
     def download_by_album_detail(self, album: JmAlbumDetail):
-        started_at = perf_counter()
         album.save_path = self.option.dir_rule.decide_album_root_dir(album)
-        try:
-            self.before_album(album)
-            if album.skip:
-                return
-            self.execute_on_condition(
-                iter_objs=album,
-                apply=self.download_by_photo_detail,
-                count_batch=self.option.decide_photo_batch_count(album)
-            )
-            self.after_album(album)
-        finally:
-            album.duration = perf_counter() - started_at
+        self.before_album(album)
+        if album.skip:
+            return
+        self.execute_on_condition(
+            iter_objs=album,
+            apply=self.download_by_photo_detail,
+            count_batch=self.option.decide_photo_batch_count(album)
+        )
+        self.after_album(album)
 
+    @record_download_duration('photo_started_at')
     def download_photo(self, photo_id):
         photo = self.client.get_photo_detail(photo_id)
         self.begin_manifest(photo)
@@ -393,47 +456,41 @@ def download_photo(self, photo_id):
         return photo
 
     @catch_exception
+    @record_download_duration('photo_started_at')
     def download_by_photo_detail(self, photo: JmPhotoDetail):
-        started_at = perf_counter()
         photo.save_path = self.option.decide_image_save_dir(photo)
-        try:
-            self.client.check_photo(photo)
-            self.before_photo(photo)
-            if photo.skip:
-                return
-            self.execute_on_condition(
-                iter_objs=photo,
-                apply=self.download_by_image_detail,
-                count_batch=self.option.decide_image_batch_count(photo)
-            )
-            self.after_photo(photo)
-        finally:
-            photo.duration = perf_counter() - started_at
+        self.client.check_photo(photo)
+        self.before_photo(photo)
+        if photo.skip:
+            return
+        self.execute_on_condition(
+            iter_objs=photo,
+            apply=self.download_by_image_detail,
+            count_batch=self.option.decide_image_batch_count(photo)
+        )
+        self.after_photo(photo)
 
     @catch_exception
+    @record_download_duration('image_started_at')
     def download_by_image_detail(self, image: JmImageDetail):
-        started_at = perf_counter()
-        try:
-            img_save_path = self.option.decide_image_filepath(image)
-            image.save_path = img_save_path
-            image.exists = file_exists(img_save_path)
-            image.cache = self.option.decide_download_cache(image)
-
-            self.before_image(image, img_save_path)
-            if image.skip:
-                return
-
-            if not (image.cache and image.exists):
-                decode_image = self.option.decide_download_image_decode(image)
-                self.client.download_by_image_detail(
-                    image,
-                    img_save_path,
-                    decode_image=decode_image,
-                )
+        img_save_path = self.option.decide_image_filepath(image)
+        image.save_path = img_save_path
+        image.exists = file_exists(img_save_path)
+        image.cache = self.option.decide_download_cache(image)
 
-            self.after_image(image, img_save_path)
-        finally:
-            image.duration = perf_counter() - started_at
+        self.before_image(image, img_save_path)
+        if image.skip:
+            return
+
+        if not (image.cache and image.exists):
+            decode_image = self.option.decide_download_image_decode(image)
+            self.client.download_by_image_detail(
+                image,
+                img_save_path,
+                decode_image=decode_image,
+            )
+
+        self.after_image(image, img_save_path)
 
     def execute_on_condition(self,
                              iter_objs: DetailEntity,
diff --git a/src/jmcomic/jm_entity.py b/src/jmcomic/jm_entity.py
index 3f07a6ff..0960f7fb 100644
--- a/src/jmcomic/jm_entity.py
+++ b/src/jmcomic/jm_entity.py
@@ -9,11 +9,11 @@
 class Downloadable:
 
     def __init__(self):
-        self.save_path: str = ''
-        self.exists: bool = False
-        self.skip = False
-        self.cache = True
-        self.duration: Optional[float] = None
+        self.save_path: str = ''  # 下载保存路径
+        self.exists: bool = False  # 下载前，目标是否已存在
+        self.skip = False  # 扩展字段，表示是否要跳过下载，jmcomic内只有插件会主动设置此字段来跳过下载
+        self.cache = True  # 下载前目标已存在时，是否使用缓存，如果 exists and cache 都是 True，会跳过下载
+        self.duration: Optional[float] = None  # 下载耗时，单位：秒
 
 
 class JmBaseEntity:
@@ -582,7 +582,7 @@ def is_album(cls):
 class JmPageContent(JmBaseEntity, IndexedEntity):
     ContentItem = Tuple[str, Dict[str, Any]]
 
-    def __init__(self, content: List[ContentItem], total: int):
+    def __init__(self, content: List[ContentItem], total: int, page_number: Optional[int] = None):
 
         """
         content:
@@ -591,9 +591,11 @@ def __init__(self, content: List[ContentItem], total: int):
         ]
         :param content: 分页数据
         :param total: 总结果数
+        :param page_number: 当前页码
         """
         self.content = content
         self.total = total
+        self.page_number = page_number  # 当前页码，独立解析分页内容时可能为空
 
     @property
     def page_count(self) -> int:
@@ -765,13 +767,13 @@ def single_album(self) -> JmAlbumDetail:
         return getattr(self, 'album')
 
     @classmethod
-    def wrap_single_album(cls, album: JmAlbumDetail) -> 'JmSearchPage':
+    def wrap_single_album(cls, album: JmAlbumDetail, page_number: Optional[int] = None) -> 'JmSearchPage':
         page = JmSearchPage([(
             album.album_id, {
             'name': album.name,
             'tags': album.tags,
         }
-        )], 1)
+        )], 1, page_number)
         setattr(page, 'album', album)
         return page
 
@@ -781,14 +783,15 @@ def wrap_single_album(cls, album: JmAlbumDetail) -> 'JmSearchPage':
 
 class JmFavoritePage(JmPageContent):
 
-    def __init__(self, content, folder_list, total):
+    def __init__(self, content, folder_list, total, page_number: Optional[int] = None):
         """
 
         :param content: 收藏夹一页数据
         :param folder_list: 所有的收藏夹的信息
         :param total: 收藏夹的收藏总数
+        :param page_number: 当前页码
         """
-        super().__init__(content, total)
+        super().__init__(content, total, page_number)
         self.folder_list = folder_list
 
     @property
diff --git a/src/jmcomic/jm_feature.py b/src/jmcomic/jm_feature.py
index 16d464ef..d93bf7da 100644
--- a/src/jmcomic/jm_feature.py
+++ b/src/jmcomic/jm_feature.py
@@ -26,7 +26,7 @@ class Feature:
     下载完成后自动执行。
 
     Feature 记录在 downloader 上，由 downloader 在 after_album / after_photo
-    钩子中根据 feature_from 自动判断是否执行。
+    钩子中根据当前 TaskContext 的 download_type 自动判断是否执行。
     """
 
     # 类型声明（保证 IDE 自动补全）
@@ -39,23 +39,21 @@ def jm_task_context(self) -> dict:
         """Return the current invocation's isolated task-context snapshot."""
         return get_jm_task_context()
 
-    def should_invoke(self, feature_from: str, when: str) -> bool:
+    def should_invoke(self, when: str) -> bool:
         """
-        判断在当前钩子(when)下，根据来源(feature_from)，是否应该执行。
+        判断在当前钩子(when)下是否应该执行。
         默认返回 True（任何钩子都执行）。子类可覆写来限制执行时机。
 
-        :param feature_from: Feature 的注册来源，如 'download_album', 'download_photo'
         :param when: 当前触发的钩子名称，如 'after_album', 'after_photo'
         :returns: 是否应该执行
         """
         return True
 
-    def invoke(self, option: JmOption, feature_from: str, when: str, **kwargs):
+    def invoke(self, option: JmOption, when: str, **kwargs):
         """
         执行此 Feature。子类需实现该方法。
 
         :param option: 当前的 JmOption
-        :param feature_from 注册来源，如 'download_album', 'download_photo'
         :param when: 钩子回调时机，如 'after_album', 'after_photo'
         :param kwargs: album, photo, downloader 等回调参数
         """
@@ -79,23 +77,20 @@ def to_list(self):
 class PluginFeature(Feature):
     """
     插件特性。封装 jmcomic 的插件，在 invoke 时调用相应的插件类。
-    参数根据 feature_from 动态适配，无需写死。
+    参数根据当前钩子动态适配，无需写死。
     """
 
     def __init__(self, plugin_key, **kwargs):
         self.plugin_key = plugin_key
         self.kwargs = dict(kwargs)
 
-    def should_invoke(self, feature_from: str, when: str) -> bool:
+    def should_invoke(self, when: str) -> bool:
         """
-        默认根据注册来源推导执行时机：
-        download_album → after_album, download_photo → after_photo
+        默认根据 TaskContext 中的顶层下载类型推导执行时机：
+        album → after_album, photo → after_photo
         """
-        if feature_from == 'download_album':
-            return when == 'after_album'
-        elif feature_from == 'download_photo':
-            return when == 'after_photo'
-        return False
+        download_type = self.jm_task_context.get('download_type')
+        return when == f'after_{download_type}'
 
     def __call__(self, **kwargs):
         """带自定义参数，返回新实例（继承默认参数）"""
@@ -104,16 +99,15 @@ def __call__(self, **kwargs):
         new_instance = type(self)(self.plugin_key, **new_kwargs)
         return new_instance
 
-    def invoke(self, option: JmOption, feature_from: str, when: str, **extra):
+    def invoke(self, option: JmOption, when: str, **extra):
         """
         执行此 Feature 对应的插件。
-        根据 feature_from 动态适配 filename_rule 等参数。
+        根据当前钩子动态适配 filename_rule 等参数。
         """
         pclass: type = JmModuleConfig.REGISTRY_PLUGIN.get(self.plugin_key)
-        ExceptionTool.require_true(pclass is not None, f'PluginFeature 引用了未注册的插件: {self.plugin_key}, from {feature_from}, when {when}')
+        ExceptionTool.require_true(pclass is not None, f'PluginFeature 引用了未注册的插件: {self.plugin_key}, when {when}')
 
-        # 根据 feature_from 动态适配参数
-        plugin_kwargs: dict = self._adapt_plugin_kwargs(option, feature_from, when)
+        plugin_kwargs: dict = self._adapt_plugin_kwargs(option, when)
 
         option.invoke_plugin(
             pclass=pclass,
@@ -122,9 +116,9 @@ def invoke(self, option: JmOption, feature_from: str, when: str, **extra):
             pinfo={'plugin': self.plugin_key, 'kwargs': plugin_kwargs},
         )
 
-    def _adapt_plugin_kwargs(self, option: JmOption, feature_from: str, when: str) -> dict:
+    def _adapt_plugin_kwargs(self, option: JmOption, when: str) -> dict:
         """
-        根据feature_from和when动态确定以下插件参数:
+        根据 when 动态确定以下插件参数:
         filename_rule
         """
         kwargs = self.kwargs.copy()
diff --git a/src/jmcomic/jm_toolkit.py b/src/jmcomic/jm_toolkit.py
index 6b2b425b..016b4d76 100644
--- a/src/jmcomic/jm_toolkit.py
+++ b/src/jmcomic/jm_toolkit.py
@@ -655,7 +655,7 @@ class JmPageTool:
     ]
 
     @classmethod
-    def parse_html_to_search_page(cls, html: str) -> JmSearchPage:
+    def parse_html_to_search_page(cls, html: str, page_number: Optional[int] = None) -> JmSearchPage:
         # 1. 检查是否失败
         PatternTool.require_not_match(
             html,
@@ -684,10 +684,10 @@ def parse_html_to_search_page(cls, html: str) -> JmSearchPage:
                 album_id, dict(name=title, tags=tags)  # 改成name是为了兼容 parse_api_resp_to_page
             ))
 
-        return JmSearchPage(content, total)
+        return JmSearchPage(content, total, page_number)
 
     @classmethod
-    def parse_html_to_category_page(cls, html: str) -> JmSearchPage:
+    def parse_html_to_category_page(cls, html: str, page_number: Optional[int] = None) -> JmSearchPage:
         content = []
         total = int(PatternTool.match_or_default(html, *cls.pattern_html_search_total))
 
@@ -699,10 +699,10 @@ def parse_html_to_category_page(cls, html: str) -> JmSearchPage:
                 album_id, dict(name=title, tags=tags)  # 改成name是为了兼容 parse_api_resp_to_page
             ))
 
-        return JmSearchPage(content, total)
+        return JmSearchPage(content, total, page_number)
 
     @classmethod
-    def parse_html_to_favorite_page(cls, html: str) -> JmFavoritePage:
+    def parse_html_to_favorite_page(cls, html: str, page_number: Optional[int] = None) -> JmFavoritePage:
         total = int(PatternTool.require_match(
             html,
             cls.pattern_html_favorite_total,
@@ -722,10 +722,10 @@ def parse_html_to_favorite_page(cls, html: str) -> JmFavoritePage:
         folder_list_raw = p2.findall(folder_list_text)
         folder_list = [{'name': fname, 'FID': fid} for fid, fname in folder_list_raw]
 
-        return JmFavoritePage(content, folder_list, total)
+        return JmFavoritePage(content, folder_list, total, page_number)
 
     @classmethod
-    def parse_api_to_search_page(cls, data: AdvancedDict) -> JmSearchPage:
+    def parse_api_to_search_page(cls, data: AdvancedDict, page_number: Optional[int] = None) -> JmSearchPage:
         """
         model_data: {
           "search_query": "MANA",
@@ -751,10 +751,10 @@ def parse_api_to_search_page(cls, data: AdvancedDict) -> JmSearchPage:
         """
         total: int = int(data.total or 0)  # 2024.1.5 data.total可能为None
         content = cls.adapt_content(data.content)
-        return JmSearchPage(content, total)
+        return JmSearchPage(content, total, page_number)
 
     @classmethod
-    def parse_api_to_favorite_page(cls, data: AdvancedDict) -> JmFavoritePage:
+    def parse_api_to_favorite_page(cls, data: AdvancedDict, page_number: Optional[int] = None) -> JmFavoritePage:
         """
         {
           "list": [
@@ -795,7 +795,7 @@ def parse_api_to_favorite_page(cls, data: AdvancedDict) -> JmFavoritePage:
         content = cls.adapt_content(data.list)
         folder_list = data.get('folder_list', [])
 
-        return JmFavoritePage(content, folder_list, total)
+        return JmFavoritePage(content, folder_list, total, page_number)
 
     @classmethod
     def parse_api_to_album_comment_page(cls, data: AdvancedDict) -> JmAlbumCommentPage:
diff --git a/tests/test_jmcomic/test_jm_async_feature.py b/tests/test_jmcomic/test_jm_async_feature.py
index 8b2992cf..87e48c2e 100644
--- a/tests/test_jmcomic/test_jm_async_feature.py
+++ b/tests/test_jmcomic/test_jm_async_feature.py
@@ -86,7 +86,7 @@ def test_async_export_album_use_photo_rule(self):
         sync_album = self.sync_api_client.get_album_detail(album_id)
         sync_raised = False
         try:
-            f.invoke(self.option, feature_from='download_album', when='after_album',
+            f.invoke(self.option, when='after_album',
                      album=sync_album, photo=None)
         except AttributeError:
             sync_raised = True
@@ -95,7 +95,7 @@ def test_async_export_album_use_photo_rule(self):
         async_album = self.run_async(self.async_client.get_album_detail(album_id))
         async_raised = False
         try:
-            f.invoke(self.option, feature_from='download_album', when='after_album',
+            f.invoke(self.option, when='after_album',
                      album=async_album, photo=None)
         except AttributeError:
             async_raised = True
diff --git a/tests/test_jmcomic/test_jm_client.py b/tests/test_jmcomic/test_jm_client.py
index 436b356a..286559bf 100644
--- a/tests/test_jmcomic/test_jm_client.py
+++ b/tests/test_jmcomic/test_jm_client.py
@@ -1,3 +1,6 @@
+import asyncio
+from types import SimpleNamespace
+
 from test_jmcomic import *
 
 
@@ -471,6 +474,44 @@ def test_search_advanced(self):
             self.print_page(page)
             break
 
+    def test_page_number(self):
+        search_page = JmPageTool.parse_api_to_search_page(
+            AdvancedDict.wrap({'total': '0', 'content': []}),
+            page_number=3,
+        )
+        favorite_page = JmPageTool.parse_api_to_favorite_page(
+            AdvancedDict.wrap({'total': '0', 'list': [], 'folder_list': []}),
+            page_number=4,
+        )
+        album = SimpleNamespace(album_id='123', name='album', tags=['tag'])
+        single_album_page = JmSearchPage.wrap_single_album(album, page_number=5)
+
+        self.assertEqual(search_page.page_number, 3)
+        self.assertEqual(favorite_page.page_number, 4)
+        self.assertEqual(single_album_page.page_number, 5)
+
+    def test_page_number_in_sync_generator(self):
+        def get_page(page):
+            return JmSearchPage([], 100, page)
+
+        generator = JmcomicClient.do_page_iter(None, {}, 1, get_page)
+
+        self.assertEqual(next(generator).page_number, 1)
+        self.assertEqual(generator.send({'page': 3}).page_number, 3)
+
+    def test_page_number_in_async_generator(self):
+        async def run():
+            async def get_page(page):
+                return JmSearchPage([], 100, page)
+
+            generator = AsyncJmcomicClient.do_page_iter(None, {}, 1, get_page)
+
+            self.assertEqual((await generator.asend(None)).page_number, 1)
+            self.assertEqual((await generator.asend({'page': 3})).page_number, 3)
+            await generator.aclose()
+
+        asyncio.run(run())
+
     @staticmethod
     def print_page(page):
         # 打印page内容
diff --git a/tests/test_jmcomic/test_jm_download_manifest.py b/tests/test_jmcomic/test_jm_download_manifest.py
index c9d598f9..249c2efc 100644
--- a/tests/test_jmcomic/test_jm_download_manifest.py
+++ b/tests/test_jmcomic/test_jm_download_manifest.py
@@ -44,6 +44,7 @@ class ContractOption:
     def __init__(self, base_dir):
         self.base_dir = base_dir
         self.plugin_event_list = []
+        self.context_event_list = []
         self.after_image_callback = None
         self.dir_rule = SimpleNamespace(
             base_dir=base_dir,
@@ -73,6 +74,7 @@ def decide_image_batch_count(self, _photo):
 
     def call_all_plugin(self, group, **kwargs):
         self.plugin_event_list.append((group, kwargs))
+        self.context_event_list.append((group, get_jm_task_context()))
         if group == 'after_image' and self.after_image_callback is not None:
             self.after_image_callback(kwargs['image'])
 
@@ -203,6 +205,14 @@ def test_download_result_remains_a_two_item_tuple(self):
         self.assertIs(unpacked_album, album)
         self.assertIs(unpacked_downloader, downloader)
         self.assertIs(result.manifest, manifest)
+        self.assertIsNone(result.duration)
+
+        album.duration = 1.25
+        self.assertIsNone(result.duration)
+
+        manifest.duration = 2.5
+
+        self.assertEqual(result.duration, 2.5)
 
     def test_record_export_filepath_uses_top_level_album_manifest(self):
         album, photo, _ = new_album_photo_images()
@@ -719,6 +729,183 @@ def test_album_photo_image_paths_and_durations(self):
             self.assertIsInstance(photo.duration, float)
             self.assertIsInstance(image_list[0].duration, float)
 
+    def test_entity_timing_contexts_are_nested_and_do_not_leak(self):
+        with TemporaryDirectory() as temp_dir:
+            album, photo, image_list, option, downloader = self.new_downloader(temp_dir, image_count=2)
+            self.create_cached_images(option, image_list)
+
+            with patch('jmcomic.jm_downloader.perf_counter', side_effect=range(1, 9)):
+                downloader.download_album(album.id)
+
+            context_by_group = {}
+            for group, context in option.context_event_list:
+                context_by_group.setdefault(group, []).append(context)
+
+            self.assertEqual(1, context_by_group['before_album'][0].get('album_started_at'))
+            self.assertEqual(
+                {'album_started_at': 1, 'photo_started_at': 2},
+                context_by_group['before_photo'][0],
+            )
+            self.assertEqual(
+                [3, 5],
+                [context['image_started_at'] for context in context_by_group['before_image']],
+            )
+            self.assertEqual(
+                [2, 2],
+                [context['photo_started_at'] for context in context_by_group['before_image']],
+            )
+            self.assertEqual({}, get_jm_task_context())
+
+    def test_sync_download_album_duration_includes_detail_and_manifest(self):
+        clock = {'now': 10.0}
+        contexts = []
+        album = SimpleNamespace(duration=None)
+        downloader = object.__new__(JmDownloader)
+
+        def get_album_detail(_album_id):
+            contexts.append(get_jm_task_context())
+            clock['now'] = 20.0
+            return album
+
+        def begin_manifest(_album):
+            contexts.append(get_jm_task_context())
+            clock['now'] = 30.0
+
+        def download_by_album_detail(_album):
+            contexts.append(get_jm_task_context())
+            clock['now'] = 40.0
+
+        def finish_manifest(_album):
+            contexts.append(get_jm_task_context())
+            clock['now'] = 50.0
+
+        downloader.client = SimpleNamespace(get_album_detail=get_album_detail)
+        downloader.begin_manifest = begin_manifest
+        downloader.download_by_album_detail = download_by_album_detail
+        downloader.finish_manifest = finish_manifest
+
+        with patch('jmcomic.jm_downloader.perf_counter', side_effect=lambda: clock['now']):
+            result = JmDownloader.download_album(downloader, '123')
+
+        self.assertIs(result, album)
+        self.assertEqual(40.0, album.duration)
+        self.assertEqual([10.0] * 4, [context.get('album_started_at') for context in contexts])
+        self.assertEqual({}, get_jm_task_context())
+
+    def test_sync_download_photo_duration_includes_detail_and_manifest(self):
+        clock = {'now': 10.0}
+        contexts = []
+        photo = SimpleNamespace(duration=None)
+        downloader = object.__new__(JmDownloader)
+
+        def get_photo_detail(_photo_id):
+            contexts.append(get_jm_task_context())
+            clock['now'] = 20.0
+            return photo
+
+        def begin_manifest(_photo):
+            contexts.append(get_jm_task_context())
+            clock['now'] = 30.0
+
+        def download_by_photo_detail(_photo):
+            contexts.append(get_jm_task_context())
+            clock['now'] = 40.0
+
+        def finish_manifest(_photo):
+            contexts.append(get_jm_task_context())
+            clock['now'] = 50.0
+
+        downloader.client = SimpleNamespace(get_photo_detail=get_photo_detail)
+        downloader.begin_manifest = begin_manifest
+        downloader.download_by_photo_detail = download_by_photo_detail
+        downloader.finish_manifest = finish_manifest
+
+        with patch('jmcomic.jm_downloader.perf_counter', side_effect=lambda: clock['now']):
+            result = JmDownloader.download_photo(downloader, '456')
+
+        self.assertIs(result, photo)
+        self.assertEqual(40.0, photo.duration)
+        self.assertEqual([10.0] * 4, [context.get('photo_started_at') for context in contexts])
+        self.assertEqual({}, get_jm_task_context())
+
+    def test_async_download_album_duration_includes_detail_and_manifest(self):
+        async def run_test():
+            clock = {'now': 10.0}
+            contexts = []
+            album = SimpleNamespace(duration=None)
+            downloader = object.__new__(JmAsyncDownloader)
+
+            async def get_album_detail(_album_id):
+                contexts.append(get_jm_task_context())
+                clock['now'] = 20.0
+                return album
+
+            def begin_manifest(_album):
+                contexts.append(get_jm_task_context())
+                clock['now'] = 30.0
+
+            async def download_by_album_detail(_album):
+                contexts.append(get_jm_task_context())
+                clock['now'] = 40.0
+
+            def finish_manifest(_album):
+                contexts.append(get_jm_task_context())
+                clock['now'] = 50.0
+
+            downloader.client = SimpleNamespace(get_album_detail=get_album_detail)
+            downloader.begin_manifest = begin_manifest
+            downloader.download_by_album_detail = download_by_album_detail
+            downloader.finish_manifest = finish_manifest
+
+            with patch('jmcomic.jm_downloader.perf_counter', side_effect=lambda: clock['now']):
+                result = await JmAsyncDownloader.download_album(downloader, '123')
+
+            self.assertIs(result, album)
+            self.assertEqual(40.0, album.duration)
+            self.assertEqual([10.0] * 4, [context.get('album_started_at') for context in contexts])
+            self.assertEqual({}, get_jm_task_context())
+
+        asyncio.run(run_test())
+
+    def test_async_download_photo_duration_includes_detail_and_manifest(self):
+        async def run_test():
+            clock = {'now': 10.0}
+            contexts = []
+            photo = SimpleNamespace(duration=None)
+            downloader = object.__new__(JmAsyncDownloader)
+
+            async def get_photo_detail(_photo_id):
+                contexts.append(get_jm_task_context())
+                clock['now'] = 20.0
+                return photo
+
+            def begin_manifest(_photo):
+                contexts.append(get_jm_task_context())
+                clock['now'] = 30.0
+
+            async def download_by_photo_detail(_photo):
+                contexts.append(get_jm_task_context())
+                clock['now'] = 40.0
+
+            def finish_manifest(_photo):
+                contexts.append(get_jm_task_context())
+                clock['now'] = 50.0
+
+            downloader.client = SimpleNamespace(get_photo_detail=get_photo_detail)
+            downloader.begin_manifest = begin_manifest
+            downloader.download_by_photo_detail = download_by_photo_detail
+            downloader.finish_manifest = finish_manifest
+
+            with patch('jmcomic.jm_downloader.perf_counter', side_effect=lambda: clock['now']):
+                result = await JmAsyncDownloader.download_photo(downloader, '456')
+
+            self.assertIs(result, photo)
+            self.assertEqual(40.0, photo.duration)
+            self.assertEqual([10.0] * 4, [context.get('photo_started_at') for context in contexts])
+            self.assertEqual({}, get_jm_task_context())
+
+        asyncio.run(run_test())
+
     def test_cache_hit_triggers_after_image_and_success_record(self):
         with TemporaryDirectory() as temp_dir:
             album, photo, image_list, option, downloader = self.new_downloader(temp_dir)
diff --git a/tests/test_jmcomic/test_jm_feature.py b/tests/test_jmcomic/test_jm_feature.py
index 1a65743c..494d7b36 100644
--- a/tests/test_jmcomic/test_jm_feature.py
+++ b/tests/test_jmcomic/test_jm_feature.py
@@ -197,4 +197,4 @@ def test_export_album_use_photo_rule(self):
         # 因为在 download_album 的 after_album 阶段，photo 为 None
         with self.assertRaises(AttributeError):
             album = self.client.get_album_detail(album_id)
-            f.invoke(self.option, feature_from='download_album', when='after_album', album=album, photo=None)
+            f.invoke(self.option, when='after_album', album=album, photo=None)
diff --git a/tests/test_jmcomic/test_jm_release.py b/tests/test_jmcomic/test_jm_release.py
new file mode 100644
index 00000000..8c3dc7e9
--- /dev/null
+++ b/tests/test_jmcomic/test_jm_release.py
@@ -0,0 +1,145 @@
+"""Tests for changelog-driven GitHub Release metadata."""
+
+import importlib.util
+import os
+import tempfile
+from pathlib import Path
+from unittest.mock import patch
+
+from test_jmcomic import *
+
+
+PROJECT_ROOT = Path(__file__).resolve().parent.parent.parent
+RELEASE_SCRIPT = PROJECT_ROOT / ".github" / "release.py"
+SPEC = importlib.util.spec_from_file_location("jmcomic_release", RELEASE_SCRIPT)
+if SPEC is None or SPEC.loader is None:
+    raise RuntimeError(f"Unable to load release script: {RELEASE_SCRIPT}")
+release = importlib.util.module_from_spec(SPEC)
+SPEC.loader.exec_module(release)
+
+
+class Test_Release(unittest.TestCase):
+
+    def create_project(self, root: Path, version: str, changelog: str) -> None:
+        package_dir = root / "src" / "jmcomic"
+        package_dir.mkdir(parents=True)
+        (package_dir / "__init__.py").write_text(f"__version__ = '{version}'\n", encoding="utf-8")
+        (root / "CHANGELOG.md").write_text(changelog, encoding="utf-8")
+
+    def test_release_body_comes_from_matching_changelog_section(self):
+        with tempfile.TemporaryDirectory() as temp_dir:
+            root = Path(temp_dir)
+            self.create_project(
+                root,
+                "2.7.4",
+                """# Changelog
+
+## [2.7.4] - 2026-08-08
+
+### Added
+- Manifest release notes.
+
+## [2.7.3] - 2026-07-01
+
+### Fixed
+- Previous release.
+""",
+            )
+
+            tag, body = release.build_release_metadata("v2.7.4: text ignored by release body", root)
+
+            self.assertEqual(tag, "v2.7.4")
+            self.assertEqual(body, "### Added\n- Manifest release notes.")
+
+    def test_rejects_commit_and_source_version_mismatch(self):
+        with tempfile.TemporaryDirectory() as temp_dir:
+            root = Path(temp_dir)
+            self.create_project(
+                root,
+                "2.7.4",
+                "## [2.7.4] - 2026-08-08\n\n### Added\n- Entry.\n",
+            )
+
+            with self.assertRaisesRegex(ValueError, "Version mismatch"):
+                release.build_release_metadata("v2.7.5: wrong version", root)
+
+    def test_manual_release_uses_source_version_without_commit_message(self):
+        with tempfile.TemporaryDirectory() as temp_dir:
+            root = Path(temp_dir)
+            self.create_project(
+                root,
+                "2.7.4",
+                "## [2.7.4] - 2026-08-08\n\n### Fixed\n- Manual recovery.\n",
+            )
+
+            tag, body = release.build_release_metadata(root_dir=root)
+
+            self.assertEqual(tag, "v2.7.4")
+            self.assertEqual(body, "### Fixed\n- Manual recovery.")
+
+    def test_rejects_missing_duplicate_or_empty_changelog_section(self):
+        cases = (
+            "## [2.7.3] - 2026-08-01\n\n### Fixed\n- Old.\n",
+            "## [2.7.4] - 2026-08-08\n- First.\n\n## [2.7.4] - 2026-08-07\n- Duplicate.\n",
+            "## [2.7.4] - 2026-08-08\n\n## [2.7.3] - 2026-08-01\n- Old.\n",
+        )
+        for changelog in cases:
+            with self.subTest(changelog=changelog), tempfile.TemporaryDirectory() as temp_dir:
+                root = Path(temp_dir)
+                self.create_project(root, "2.7.4", changelog)
+                with self.assertRaises(ValueError):
+                    release.build_release_metadata("v2.7.4: release", root)
+
+    def test_main_writes_changelog_body_and_tag_output(self):
+        with tempfile.TemporaryDirectory() as temp_dir:
+            root = Path(temp_dir)
+            output_path = root / "github-output.txt"
+            self.create_project(
+                root,
+                "2.7.4",
+                "## [2.7.4] - 2026-08-08\n\n### Fixed\n- Reliable release notes.\n",
+            )
+
+            with patch.object(release, "ROOT_DIR", root), patch.dict(os.environ, {"GITHUB_OUTPUT": str(output_path)}):
+                self.assertEqual(release.main("v2.7.4: commit summary only"), 0)
+
+            self.assertEqual(
+                (root / "release_body.txt").read_text(encoding="utf-8"),
+                "### Fixed\n- Reliable release notes.\n",
+            )
+            self.assertEqual(output_path.read_text(encoding="utf-8"), "tag=v2.7.4\n")
+
+    def test_release_entry_count_uses_changelog_bullets(self):
+        body = "### Added\n- First.\n- Second.\n\n### Fixed\n- Third."
+
+        self.assertEqual(release.count_release_entries(body), 3)
+
+    def test_workflow_keeps_master_v_prefix_trigger_without_generated_notes(self):
+        workflow = (PROJECT_ROOT / ".github" / "workflows" / "release_auto.yml").read_text(encoding="utf-8")
+
+        self.assertIn("branches:\n      - master", workflow)
+        self.assertIn("startsWith(github.event.head_commit.message, 'v')", workflow)
+        self.assertIn('python .github/release.py "$commit_message"', workflow)
+        self.assertNotIn("generate_release_notes:", workflow)
+
+    def test_manual_workflow_reads_source_version_from_master(self):
+        workflow = (PROJECT_ROOT / ".github" / "workflows" / "release.yml").read_text(encoding="utf-8")
+
+        self.assertIn("workflow_dispatch:", workflow)
+        self.assertNotIn("types: [ published ]", workflow)
+        self.assertIn("github.ref_name == 'master'", workflow)
+        self.assertIn("python .github/release.py\n", workflow)
+        self.assertIn("softprops/action-gh-release@v2", workflow)
+        self.assertIn("pypa/gh-action-pypi-publish@release/v1", workflow)
+
+    def test_contributing_allows_only_formal_release_prs_to_master(self):
+        contributing = (PROJECT_ROOT / ".github" / "CONTRIBUTING.md").read_text(encoding="utf-8")
+
+        self.assertIn("普通 PR 禁止直飞 master", contributing)
+        self.assertIn("发版专线 (仅限版本发布)", contributing)
+        self.assertIn("任意一项缺失，都不得指向或合并到 `master`", contributing)
+        self.assertNotIn("本项目不接受任何直接指向 `master` 分支的 PR", contributing)
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/tests/test_jmcomic/test_jm_task_context.py b/tests/test_jmcomic/test_jm_task_context.py
index e052640f..a0cf8339 100644
--- a/tests/test_jmcomic/test_jm_task_context.py
+++ b/tests/test_jmcomic/test_jm_task_context.py
@@ -4,9 +4,11 @@
 import unittest
 from concurrent.futures import ThreadPoolExecutor
 from queue import Queue
+from unittest.mock import patch
 
 from jmcomic import (
     BaseDownloader,
+    DownloadManifest,
     Feature,
     JmAsyncDownloader,
     JmDownloader,
@@ -169,7 +171,7 @@ def test_public_downloads_add_task_context_to_downloader_logs(self):
         class FakeSyncDownloader:
 
             def __init__(self, _option):
-                pass
+                self.manifest_dict = {}
 
             def __enter__(self):
                 return self
@@ -182,6 +184,7 @@ def add_features(self, *_args):
 
             def download_album(self, album_id):
                 jm_log('album.before', 'message')
+                self.manifest_dict[album_id] = DownloadManifest()
                 return album_id
 
             def raise_if_has_exception(self):
@@ -190,7 +193,7 @@ def raise_if_has_exception(self):
         class FakeAsyncDownloader:
 
             def __init__(self, _option):
-                pass
+                self.manifest_dict = {}
 
             async def __aenter__(self):
                 return self
@@ -203,6 +206,7 @@ def add_features(self, *_args):
 
             async def download_photo(self, photo_id):
                 jm_log('photo.before', 'message')
+                self.manifest_dict[photo_id] = DownloadManifest()
                 return photo_id
 
             def raise_if_has_exception(self):
@@ -236,6 +240,8 @@ def raise_if_has_exception(self):
             ['album.before', 'photo.before'],
             [record.topic for record in task_records],
         )
+        album_context = task_records[0].jm_task_context
+        photo_context = task_records[1].jm_task_context
         self.assertEqual(
             {
                 'session_id': 'session-1',
@@ -243,7 +249,7 @@ def raise_if_has_exception(self):
                 'download_type': 'album',
                 'jm_id': '123',
             },
-            task_records[0].jm_task_context,
+            {key: album_context[key] for key in ('session_id', 'task_id', 'download_type', 'jm_id')},
         )
         self.assertEqual(
             {
@@ -252,8 +258,93 @@ def raise_if_has_exception(self):
                 'download_type': 'photo',
                 'jm_id': '456',
             },
-            task_records[1].jm_task_context,
+            {key: photo_context[key] for key in ('session_id', 'task_id', 'download_type', 'jm_id')},
         )
+        self.assertIsInstance(album_context.get('task_started_at'), float)
+        self.assertIsInstance(photo_context.get('task_started_at'), float)
+
+    def test_sync_result_duration_uses_task_context_and_finishes_after_downloader_exit(self):
+        clock = {'now': 10.0}
+        observed_contexts = []
+
+        class Detail:
+            duration = 99.0
+
+        class FakeDownloader:
+
+            def __init__(self, _option):
+                self.manifest_dict = {}
+
+            def __enter__(self):
+                return self
+
+            def __exit__(self, *_args):
+                clock['now'] = 20.0
+
+            def add_features(self, *_args):
+                pass
+
+            def download_album(self, _album_id):
+                detail = Detail()
+                self.manifest_dict[detail] = DownloadManifest()
+                observed_contexts.append(get_jm_task_context())
+                return detail
+
+            def raise_if_has_exception(self):
+                pass
+
+        with patch('jmcomic.api.perf_counter', side_effect=lambda: clock['now'], create=True):
+            result = download_album('123', option=object(), downloader=FakeDownloader)
+
+        self.assertEqual(10.0, observed_contexts[0].get('task_started_at'))
+        self.assertEqual(10.0, result.manifest.duration)
+        self.assertEqual(10.0, result.duration)
+        self.assertEqual(99.0, result.detail.duration)
+        self.assertEqual({}, get_jm_task_context())
+
+    def test_async_result_duration_uses_task_context_and_finishes_after_downloader_exit(self):
+        async def run_test():
+            clock = {'now': 100.0}
+            observed_contexts = []
+
+            class Detail:
+                duration = 99.0
+
+            class FakeDownloader:
+
+                def __init__(self, _option):
+                    self.manifest_dict = {}
+
+                async def __aenter__(self):
+                    observed_contexts.append(get_jm_task_context())
+                    return self
+
+                async def __aexit__(self, *_args):
+                    clock['now'] = 130.0
+
+                def add_features(self, *_args):
+                    pass
+
+                async def download_photo(self, _photo_id):
+                    detail = Detail()
+                    self.manifest_dict[detail] = DownloadManifest()
+                    return detail
+
+                def raise_if_has_exception(self):
+                    pass
+
+            with patch('jmcomic.api.perf_counter', side_effect=lambda: clock['now'], create=True):
+                result = await download_photo_async('456', option=object(), downloader=FakeDownloader)
+
+            return result, observed_contexts
+
+        result, observed_contexts = asyncio.run(run_test())
+
+        self.assertEqual(100.0, observed_contexts[0].get('task_started_at'))
+        self.assertEqual(30.0, result.manifest.duration)
+        self.assertEqual(30.0, result.duration)
+        self.assertEqual(99.0, result.detail.duration)
+        self.assertEqual({}, get_jm_task_context())
 
     def test_plugin_invocation_can_read_current_task_context(self):
         observed = []
@@ -299,24 +390,54 @@ def test_feature_invocation_can_read_current_task_context(self):
 
         class TaskAwareFeature(Feature):
 
-            def invoke(self, _option, feature_from, when, **_kwargs):
-                observed.append((feature_from, when, self.jm_task_context))
+            def invoke(self, _option, when, **_kwargs):
+                observed.append((when, self.jm_task_context))
 
         downloader = BaseDownloader(object())
-        downloader.add_features(TaskAwareFeature(), 'download_album')
 
-        with jm_task_context(session_id='feature-session', task_id='feature-task'):
+        with jm_task_context(
+                session_id='feature-session',
+                task_id='feature-task',
+                download_type='album',
+        ):
+            downloader.add_features(TaskAwareFeature())
             downloader._invoke_features_for('after_album')
 
         self.assertEqual([(
-            'download_album',
             'after_album',
             {
                 'session_id': 'feature-session',
                 'task_id': 'feature-task',
+                'download_type': 'album',
             },
         )], observed)
 
+    def test_add_features_requires_download_type_context(self):
+        downloader = BaseDownloader(object())
+
+        with self.assertRaisesRegex(Exception, 'Feature 注册与执行必须位于下载任务上下文中'):
+            downloader.add_features(Feature())
+
+    def test_feature_invocation_requires_download_type_context(self):
+        downloader = BaseDownloader(object())
+
+        with jm_task_context(download_type='album'):
+            downloader.add_features(Feature())
+
+        with self.assertRaisesRegex(Exception, 'Feature 注册与执行必须位于下载任务上下文中'):
+            downloader._invoke_features_for('after_album')
+
+    def test_plugin_feature_uses_download_type_context(self):
+        feature = Feature.export_pdf
+
+        with jm_task_context(download_type='album'):
+            self.assertTrue(feature.should_invoke('after_album'))
+            self.assertFalse(feature.should_invoke('after_photo'))
+
+        with jm_task_context(download_type='photo'):
+            self.assertTrue(feature.should_invoke('after_photo'))
+            self.assertFalse(feature.should_invoke('after_album'))
+
     def test_sync_batch_binds_parent_and_item_context(self):
         def fake_download(jmid, _option, _downloader, **_kwargs):
             context = get_jm_task_context()

From 59f955031efb9a005bc9739a45a69f3158ea1e75 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Sun, 9 Aug 2026 12:37:58 +0800
Subject: [PATCH 06/19] test: align feature tests with task context

---
 tests/test_jmcomic/test_jm_feature.py | 39 ++++++++++++++-------------
 1 file changed, 20 insertions(+), 19 deletions(-)

diff --git a/tests/test_jmcomic/test_jm_feature.py b/tests/test_jmcomic/test_jm_feature.py
index 494d7b36..8106faae 100644
--- a/tests/test_jmcomic/test_jm_feature.py
+++ b/tests/test_jmcomic/test_jm_feature.py
@@ -48,42 +48,43 @@ def invoke(self, option, **kwargs):
                 pass
 
         base = MyFeature()
-        self.assertTrue(base.should_invoke('download_album', 'after_album'))
-        self.assertTrue(base.should_invoke('download_album', 'after_photo'))
+        self.assertTrue(base.should_invoke('after_album'))
+        self.assertTrue(base.should_invoke('after_photo'))
 
-        # PluginFeature 根据来源推导执行时机
+        # PluginFeature 根据当前 TaskContext 推导执行时机
         pf = Feature.export_pdf
-        # download_album → 只在 after_album 执行
-        self.assertTrue(pf.should_invoke('download_album', 'after_album'))
-        self.assertFalse(pf.should_invoke('download_album', 'after_photo'))
-        # download_photo → 只在 after_photo 执行
-        self.assertTrue(pf.should_invoke('download_photo', 'after_photo'))
-        self.assertFalse(pf.should_invoke('download_photo', 'after_album'))
+        with jm_task_context(download_type='album'):
+            self.assertTrue(pf.should_invoke('after_album'))
+            self.assertFalse(pf.should_invoke('after_photo'))
+
+        with jm_task_context(download_type='photo'):
+            self.assertTrue(pf.should_invoke('after_photo'))
+            self.assertFalse(pf.should_invoke('after_album'))
 
     def test_adapt_kwargs(self):
         """测试 PluginFeature 参数动态适配"""
         when = 'after_album'
         
         pdf = Feature.export_pdf
-        adapted = pdf._adapt_plugin_kwargs(self.option, 'download_album', when)
+        adapted = pdf._adapt_plugin_kwargs(self.option, when)
         self.assertEqual(adapted['filename_rule'], '[JM{Aid}]{Atitle}')
 
         zip_f = Feature.export_zip
-        adapted = zip_f._adapt_plugin_kwargs(self.option, 'download_album', when)
+        adapted = zip_f._adapt_plugin_kwargs(self.option, when)
         self.assertEqual(adapted['filename_rule'], '[JM{Aid}]{Atitle}')
 
         long_img = Feature.export_long_img
-        adapted = long_img._adapt_plugin_kwargs(self.option, 'download_album', when)
+        adapted = long_img._adapt_plugin_kwargs(self.option, when)
         self.assertEqual(adapted['filename_rule'], '[JM{Aid}]{Atitle}')
 
-        # download_photo 模式
+        # after_photo 使用章节命名规则
         when = 'after_photo'
-        adapted = pdf._adapt_plugin_kwargs(self.option, 'download_photo', when)
+        adapted = pdf._adapt_plugin_kwargs(self.option, when)
         self.assertEqual(adapted['filename_rule'], '[JM{Pid}]{Ptitle}')
 
         # 用户显式传入的参数不被动态适配 (通过 kwargs 机制自带)
         custom = Feature.export_zip(filename_rule='Ptitle')
-        adapted = custom._adapt_plugin_kwargs(self.option, 'download_album', when)
+        adapted = custom._adapt_plugin_kwargs(self.option, when)
         self.assertEqual(adapted['filename_rule'], 'Ptitle')  # 用户显式指定，不被 setdefault 覆盖
 
     def test_dynamic_base_dir(self):
@@ -92,20 +93,20 @@ def test_dynamic_base_dir(self):
         when = 'after_album'
 
         # 1. PDF
-        adapted = Feature.export_pdf._adapt_plugin_kwargs(self.option, 'download_album', when)
+        adapted = Feature.export_pdf._adapt_plugin_kwargs(self.option, when)
         self.assertEqual(adapted['pdf_dir'], './custom_base')
 
         # 2. ZIP
-        adapted = Feature.export_zip._adapt_plugin_kwargs(self.option, 'download_album', when)
+        adapted = Feature.export_zip._adapt_plugin_kwargs(self.option, when)
         self.assertEqual(adapted['zip_dir'], './custom_base')
 
         # 3. LongImg
-        adapted = Feature.export_long_img._adapt_plugin_kwargs(self.option, 'download_album', when)
+        adapted = Feature.export_long_img._adapt_plugin_kwargs(self.option, when)
         self.assertEqual(adapted['img_dir'], './custom_base')
 
         # 4. 如果显式指定了，则不应被覆盖
         custom_pdf = Feature.export_pdf(pdf_dir='./explicit_dir')
-        adapted = custom_pdf._adapt_plugin_kwargs(self.option, 'download_album', when)
+        adapted = custom_pdf._adapt_plugin_kwargs(self.option, when)
         self.assertEqual(adapted['pdf_dir'], './explicit_dir')
 
     def test_download_use_feature(self):

From c85c775ea1bbcbea69a4f83e1c8ea3b33fad16f6 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Sun, 9 Aug 2026 13:32:28 +0800
Subject: [PATCH 07/19] docs: reorganize tutorials and restore changelog

---
 CHANGELOG.md                                  |  47 ++++-
 assets/docs/mkdocs.yml                        |   4 +-
 assets/docs/sources/index.md                  |   1 -
 .../docs/sources/tutorial/0_common_usage.md   | 142 +++++++------
 assets/docs/sources/tutorial/11_log_custom.md |  42 +++-
 .../docs/sources/tutorial/4_module_custom.md  | 197 ------------------
 assets/docs/sources/tutorial/6_plugin.md      |  56 ++++-
 assets/docs/sources/tutorial/7_advance.md     |  54 -----
 .../tutorial/9_custom_download_dir_name.md    |   9 +-
 9 files changed, 221 insertions(+), 331 deletions(-)
 delete mode 100644 assets/docs/sources/tutorial/4_module_custom.md
 delete mode 100644 assets/docs/sources/tutorial/7_advance.md

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 241032d4..67df9ddf 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,6 @@
 # Changelog
 
-本文件记录 jmcomic 的版本变化。2.7.0之前的changelog请见github release。
+本文件记录 jmcomic 的版本变化。2.7.0 之前的更新记录请见 GitHub Releases。
 
 条目分类参考 [Keep a Changelog](https://keepachangelog.com/zh-CN/1.0.0/)，
 版本号遵循 [语义化版本](https://semver.org/lang/zh-CN/)。
@@ -11,6 +11,7 @@
 - 新增下载清单 `DownloadManifest`，聚合一次顶层下载产生的图片路径和导出文件。
 - `DownloadResult` 新增 `manifest` 和 `duration` 属性，同时保持原有二元组解包兼容性。
 - 搜索、分类和收藏夹分页结果新增 `page_number` 字段，可直接获取当前页码。
+- GitHub Actions 下载支持压缩图片，减少最终压缩包体积。
 
 ### Changed
 - 同步与异步下载流程统一记录成功下载及缓存命中的图片，并使用图片插件处理后的最终保存路径。
@@ -18,3 +19,47 @@
 - Feature 根据当前 `TaskContext` 判断顶层下载类型，不再需要额外传入 `feature_from`。
 - ZIP、PDF 和长图插件产物按文件后缀登记到下载清单。
 - 详情缓存返回独立干净副本，避免下载路径、耗时等状态污染后续缓存结果。
+- GitHub Release 改为从对应版本的 `CHANGELOG.md` 生成发布说明，并支持手动触发发布流程。
+- 重写下载返回值与异步下载文档，统一使用同时兼容 GitHub 和 MkDocs 的提示及折叠语法。
+- 综合插件示例并入插件教程，移除使用价值较低的“模块自定义”教程，并将日志接管方式迁移到日志教程。
+
+## [2.7.3] - 2026-08-03
+
+### Added
+- 新增获取本子评论的 API。
+- 新增任务上下文，可按任务维度标记、传播和收集日志。
+
+### Changed
+- 精简下载 API 参数。
+- 兼容 `jm-view-server` 项目改名。
+- 完善任务日志及下载 API 使用文档。
+
+## [2.7.2] - 2026-07-16
+
+### Added
+- 异步 API 新增 `categories_filter_gen`。
+
+### Changed
+- 更新 JM 内置域名。
+- 完善异步 API、测试和异步使用文档。
+
+### Removed
+- 移除已经失效的 GitHub 域名抓取实现。
+
+## [2.7.1] - 2026-07-04
+
+### Changed
+- 优化异步请求的重试配置。
+- 调整批量下载返回值类型。
+- `IndexedEntity` 继承 `Sequence`，支持标准切片协议。
+- 更新 README 导览图。
+
+## [2.7.0] - 2026-06-15
+
+### Added
+- 新增完整的异步 Client、Downloader 和下载 API。
+- HTML 正则解析失败时自动保存网页内容，方便定位解析问题。
+- 新增同步与异步下载性能 Benchmark。
+
+### Changed
+- 补充异步 API 相关文档并优化既有文档。
diff --git a/assets/docs/mkdocs.yml b/assets/docs/mkdocs.yml
index 567cd857..45b2f838 100644
--- a/assets/docs/mkdocs.yml
+++ b/assets/docs/mkdocs.yml
@@ -49,10 +49,8 @@ nav:
     - tutorial/0_common_usage.md
     - tutorial/1_github_actions.md
     - tutorial/2_command_line.md
-    - tutorial/4_module_custom.md
     - tutorial/5_filter.md
     - tutorial/6_plugin.md
-    - tutorial/7_advance.md
     - tutorial/8_pick_domain.md
     - tutorial/9_custom_download_dir_name.md
     - tutorial/10_export_favorites.md
@@ -79,9 +77,9 @@ plugins:
 markdown_extensions:
   - attr_list
   - admonition
+  - md_in_html
   - toc:
       permalink: true
-  - pymdownx.details
   - pymdownx.highlight
   - pymdownx.superfences
   - pymdownx.tabbed:
diff --git a/assets/docs/sources/index.md b/assets/docs/sources/index.md
index 8d06270f..939c1a6b 100644
--- a/assets/docs/sources/index.md
+++ b/assets/docs/sources/index.md
@@ -38,7 +38,6 @@
 
 - [下载文件夹名](tutorial/9_custom_download_dir_name.md)
 - [日志](tutorial/11_log_custom.md)
-- [模块](tutorial/4_module_custom.md)
 
 ## 相关项目
 
diff --git a/assets/docs/sources/tutorial/0_common_usage.md b/assets/docs/sources/tutorial/0_common_usage.md
index 77e0aba4..75f898e9 100644
--- a/assets/docs/sources/tutorial/0_common_usage.md
+++ b/assets/docs/sources/tutorial/0_common_usage.md
@@ -455,32 +455,35 @@ print(f'章节实体: {photo}')
 > 一次本子下载可能同时处理多个章节，一个章节也可能同时处理多张图片。因此，把所有章节或图片的耗时相加，不会得到本子的耗时，这是正常现象。
 
 
-??? example "完整示例：查看路径、耗时和缓存状态"
+<details markdown="1">
+<summary>完整示例：查看路径、耗时和缓存状态</summary>
 
-    ```python
-    from jmcomic import download_album
+```python
+from jmcomic import download_album
 
-    result = download_album('123')
-    album = result.detail
+result = download_album('123')
+album = result.detail
+
+# result.duration 是调用下载方法后总共等待的时间
+print(f'本子目录: {album.save_path}，总共等待: {result.duration:.2f} 秒')
+print(f'下载本子用了: {album.duration:.2f} 秒')
 
-    # result.duration 是调用下载方法后总共等待的时间
-    print(f'本子目录: {album.save_path}，总共等待: {result.duration:.2f} 秒')
-    print(f'下载本子用了: {album.duration:.2f} 秒')
+for photo in album:
+    # 查看每个章节的保存目录和处理耗时
+    print(f'章节 {photo.id} 目录: {photo.save_path}，耗时: {photo.duration:.2f} 秒')
 
-    for photo in album:
-        # 查看每个章节的保存目录和处理耗时
-        print(f'章节 {photo.id} 目录: {photo.save_path}，耗时: {photo.duration:.2f} 秒')
+    for image in photo:
+        # exists 和 cache 都为 True，表示满足缓存复用条件
+        not_download = image.exists and image.cache
+        print(
+            f'图片 {image.filename} 路径: {image.save_path}，'
+            f'耗时: {image.duration:.2f} 秒，是否因存在而跳过下载: {not_download}'
+        )
+```
 
-        for image in photo:
-            # exists 和 cache 都为 True，表示满足缓存复用条件
-            not_download = image.exists and image.cache
-            print(
-                f'图片 {image.filename} 路径: {image.save_path}，'
-                f'耗时: {image.duration:.2f} 秒，是否因存在而跳过下载: {not_download}'
-            )
-    ```
+`not_download` 为 `True`，表示目标图片原本存在并且允许使用缓存。
 
-    `not_download` 为 `True`，表示目标图片原本存在并且允许使用缓存。
+</details>
 
 ### 使用 `manifest` 获取结果文件
 
@@ -492,56 +495,62 @@ print(f'章节实体: {photo}')
 | 直接获取所有图片路径（包含命中缓存的图片） | 用`manifest`，`result.manifest.image_filepath_list` |
 | 额外产物（PDF、ZIP 或长图）                | 用`manifest`，`result.manifest.get_export_filepath_list('文件后缀')` |
 
-??? example "完整示例：获取图片和导出文件"
+<details markdown="1">
+<summary>完整示例：获取图片和导出文件</summary>
 
-    ```python
-    from jmcomic import Feature, download_album
+```python
+from jmcomic import Feature, download_album
+
+# 下载本子，并使用内置 Feature 导出 PDF、ZIP 和长图
+result = download_album(
+    '123',
+    extra=Feature.export_pdf + Feature.export_zip + Feature.export_long_img,
+)
 
-    # 下载本子，并使用内置 Feature 导出 PDF、ZIP 和长图
-    result = download_album(
-        '123',
-        extra=Feature.export_pdf + Feature.export_zip + Feature.export_long_img,
-    )
+# 本次成功下载或直接复用的图片路径
+print('图片文件:', result.manifest.image_filepath_list)
 
-    # 本次成功下载或直接复用的图片路径
-    print('图片文件:', result.manifest.image_filepath_list)
+# 插件导出的文件按后缀查询，后缀前面的点可以省略
+pdf_filepath_list = result.manifest.get_export_filepath_list('pdf')
+zip_filepath_list = result.manifest.get_export_filepath_list('.zip')
+png_filepath_list = result.manifest.get_export_filepath_list('png')
 
-    # 插件导出的文件按后缀查询，后缀前面的点可以省略
-    pdf_filepath_list = result.manifest.get_export_filepath_list('pdf')
-    zip_filepath_list = result.manifest.get_export_filepath_list('.zip')
-    png_filepath_list = result.manifest.get_export_filepath_list('png')
+print('PDF 文件:', pdf_filepath_list)
+print('ZIP 文件:', zip_filepath_list)
+print('长图导出文件:', png_filepath_list)
+```
 
-    print('PDF 文件:', pdf_filepath_list)
-    print('ZIP 文件:', zip_filepath_list)
-    print('长图导出文件:', png_filepath_list)
-    ```
+</details>
 
 ### 批量下载的返回值
 
 传入多个 ID 时，返回值是 `BatchResult`。每一项成功下载对应一个 `DownloadResult`，失败任务则记录在 `failed` 中：
 
-??? example "完整示例：处理批量下载结果"
+<details markdown="1">
+<summary>完整示例：处理批量下载结果</summary>
 
-    ```python
-    from jmcomic import download_album
+```python
+from jmcomic import download_album
 
-    # 同时下载多个本子
-    batch_result = download_album(['123', '456', '789'])
+# 同时下载多个本子
+batch_result = download_album(['123', '456', '789'])
+
+# BatchResult 继承 set，成功结果没有输入顺序保证
+for result in batch_result:
+    album = result.detail
+    # 通过实体 ID 识别当前结果，不要用遍历位置对应输入列表
+    print(f'JM{album.id} 下载到: {album.save_path}')
 
-    # BatchResult 继承 set，成功结果没有输入顺序保证
-    for result in batch_result:
-        album = result.detail
-        # 通过实体 ID 识别当前结果，不要用遍历位置对应输入列表
-        print(f'JM{album.id} 下载到: {album.save_path}')
+# failed 的键是下载失败的 ID，值是记录失败原因的异常对象
+for album_id, error in batch_result.failed.items():
+    print(f'JM{album_id} 下载失败: {error}')
 
-    # failed 的键是下载失败的 ID，值是记录失败原因的异常对象
-    for album_id, error in batch_result.failed.items():
-        print(f'JM{album_id} 下载失败: {error}')
+# total 是实际处理的不同 ID 数量，重复 ID 不会重复下载
+print('任务总数:', batch_result.total)
+print('是否全部成功:', batch_result.all_succeeded)
+```
 
-    # total 是实际处理的不同 ID 数量，重复 ID 不会重复下载
-    print('任务总数:', batch_result.total)
-    print('是否全部成功:', batch_result.all_succeeded)
-    ```
+</details>
 
 下载单个 ID 时，请求本子失败会直接抛出异常；如果只有部分章节或图片失败，会在任务结束后汇总抛出 `PartialDownloadFailedException`，此时不会返回 `DownloadResult`。批量下载则继续执行其他任务，并把失败项集中放进 `batch_result.failed`。
 
@@ -559,18 +568,21 @@ print(f'章节实体: {photo}')
 | 定位本子、章节或图片的内部处理慢点 | 对应实体的 `duration` |
 | 检查批量下载失败项 | `batch_result.failed` |
 
-??? note "兼容旧版本的返回值解包写法"
+<details markdown="1">
+<summary>兼容旧版本的返回值解包写法</summary>
 
-    旧代码可能会把返回值直接解包成两个变量，这种写法仍然可以继续使用：
+旧代码可能会把返回值直接解包成两个变量，这种写法仍然可以继续使用：
 
-    ```python
-    from jmcomic import download_album
+```python
+from jmcomic import download_album
 
-    result = download_album('123')
+result = download_album('123')
 
-    # 旧写法：第一个变量是本子实体，第二个变量是下载器
-    album, downloader = result
+# 旧写法：第一个变量是本子实体，第二个变量是下载器
+album, downloader = result
+
+# 新代码更推荐直接通过 result.detail 读取本子实体
+assert album is result.detail
+```
 
-    # 新代码更推荐直接通过 result.detail 读取本子实体
-    assert album is result.detail
-    ```
+</details>
diff --git a/assets/docs/sources/tutorial/11_log_custom.md b/assets/docs/sources/tutorial/11_log_custom.md
index 9b6e893a..7c60ba26 100644
--- a/assets/docs/sources/tutorial/11_log_custom.md
+++ b/assets/docs/sources/tutorial/11_log_custom.md
@@ -147,12 +147,44 @@ with jm_task_context(task_id=task_id):  # 任务id
 
 根据你的需求复杂度，你可以选择以下方式：
 
-- **方式 A：操作 jm_logger (推荐 / 标准)**
+| 方式 | 适用场景 | 推荐程度 |
+| --- | --- | --- |
+| 操作 `jm_logger` | 修改输出位置、格式和过滤规则，或者接入标准日志系统 | 推荐 |
+| 接管 `JmModuleConfig.EXECUTOR_LOG` | 完全替换日志分发逻辑，或者接入不兼容 `logging` 的系统 | 仅限特殊需求 |
 
-  适用于：改变日志输出位置（如文件、监控、后端服务）、调整显示格式、自定义过滤。
+### 5.1 操作 `jm_logger`
 
-- **方式 B：接管 EXECUTOR_LOG (高级 / 深度定制)**
+jmcomic 使用名为 `jmcomic` 的标准 Python Logger。下面的示例会移除默认输出方式，并将日志写入文件：
 
-  适用于：需要完全重塑日志的分发逻辑，或者将日志直接桥接到不符合标准 logging 协议的第三方系统。
+```python
+import logging
+
+from jmcomic import jm_logger
+
+
+jm_logger.handlers.clear()
+jm_logger.addHandler(
+    logging.FileHandler('jm_download.log', encoding='utf-8')
+)
+```
+
+`handlers.clear()` 会同时移除默认的终端输出。如果希望日志同时显示在终端并写入文件，只需要保留原有 Handler，再追加新的 `FileHandler`。
+
+### 5.2 接管 `EXECUTOR_LOG`
+
+只有标准 `logging` 无法满足需求时，才建议替换 `EXECUTOR_LOG`：
+
+```python
+from jmcomic import JmModuleConfig
+
+
+def custom_log(topic: str, msg, error: Exception = None):
+    # topic 是日志主题，例如 api、album.after、plugin.error
+    # msg 是日志内容；error 是可选的异常对象
+    print(topic, msg, error)
+
+
+JmModuleConfig.EXECUTOR_LOG = custom_log
+```
 
-代码示例：[模块自定义-自定义log](./4_module_custom.md#自定义log)
+这是全局设置，会影响当前进程中之后产生的全部 jmcomic 日志。普通的文件输出、日志过滤和格式调整，应优先操作 `jm_logger`。
diff --git a/assets/docs/sources/tutorial/4_module_custom.md b/assets/docs/sources/tutorial/4_module_custom.md
deleted file mode 100644
index d804702c..00000000
--- a/assets/docs/sources/tutorial/4_module_custom.md
+++ /dev/null
@@ -1,197 +0,0 @@
-# 模块自定义
-
-
-
-## 自定义下载事件的回调函数
-
-```python
-def custom_download_event_callback():
-    """
-    该函数演示如何自定义下载事件的回调函数。
-    公开下载 API 不接收 callback 参数；需要响应下载事件时，请自定义 Downloader。
-    """
-
-    # jmcomic的下载功能由 JmModuleConfig.CLASS_DOWNLOADER 这个类来负责执行
-    # 这个类默认是 JmDownloader，继承了 DownloadCallback
-    # DownloadCallback 定义了 Downloader 内部各类下载事件的回调方法
-    # 你可以继承 JmDownloader 并覆盖相应方法来响应事件
-    class MyDownloader(JmDownloader):
-        # 覆盖 album 下载完成事件的回调函数
-        def after_album(self, album: JmAlbumDetail):
-            print(f'album下载完毕: {album}')
-            pass
-    
-    # 最后，让你的自定义类生效
-    JmModuleConfig.CLASS_DOWNLOADER = MyDownloader
-```
-
-
-
-## 自定义option类
-
-
-```python
-def custom_option_class():
-    """
-    该函数演示自定义option类
-    """
-
-    # jmcomic模块支持自定义Option类，
-    # 你可以写一个自己的类，继承JmOption，然后覆盖其中的一些方法。
-    class MyOption(JmOption):
-    
-        def __init__(self, *args, **kwargs):
-            print('MyOption 初始化开始')
-            super().__init__(*args, **kwargs)
-    
-        @classmethod
-        def default(cls):
-            print('调用了MyOption.default()')
-            return super().default()
-    
-    # 最后，替换默认Option类即可
-    JmModuleConfig.CLASS_OPTION = MyOption
-```
-
-
-## 自定义client类
-
-```python
-def custom_client_class():
-    """
-    该文件演示自定义client类
-    """
-
-    # 默认情况下，JmOption使用client类是根据配置项 `client.impl` 决定的
-    # JmOption会根据`client.impl`到 JmModuleConfig.CLASS_CLIENT_IMPL 中查找
-    
-    # 自定义client的步骤如下
-    
-    # 1. 自定义Client类
-    class MyClient(JmHtmlClient):
-        client_key = 'myclient'
-        pass
-    
-    # 2. 让MyClient生效
-    JmModuleConfig.register_client(MyClient)
-    
-    # 3. 在配置文件中使用你定义的client.impl，后续使用这个option即可
-    """
-    client:
-        impl: myclient
-    """
-```
-
-
-## 自定义实体类（本子/章节/图片）
-
-```python
-def custom_album_photo_image_detail_class():
-    """
-    该函数演示自定义实体类（本子/章节/图片）
-
-    在使用路径规则 DirRule 时，可能会遇到需要自定义实体类属性的情况，例如：
-    dir_rule:
-        base_dir: ${workspace}
-        rule: Bd_Acustom_Pcustom
-        # 可选：对目录名进行繁/简体规范化（None/zh-cn/zh-tw），默认不启用
-        # normalize_zh: zh-cn
-    
-    上面的Acustom，Pcustom都是自定义字段
-    如果你想要使用这种自定义字段，你就需要替换默认的实体类，方式如下
-    """
-    
-    # 自定义本子实体类
-    class MyAlbum(JmAlbumDetail):
-        # 自定义 custom 属性
-        @property
-        def custom(self):
-            return f'custom_{self.title}'
-    
-    # 自定义章节实体类
-    class MyPhoto(JmPhotoDetail):
-        # 自定义 custom 属性
-        @property
-        def custom(self):
-            return f'custom_{self.title}'
-    
-    """
-    v2.3.3: 支持更灵活的自定义方式，可以使用函数，效果同上，示例见下
-    """
-    
-    class MyAlbum2(JmAlbumDetail):
-    
-        def get_dirname(self, ref: str) -> str:
-            if ref == 'custom':
-                return f'custom_{self.name}'
-    
-            return super().get_dirname(ref)
-    
-    # 最后，替换默认实体类来让你的自定义类生效
-    JmModuleConfig.CLASS_ALBUM = MyAlbum
-    JmModuleConfig.CLASS_PHOTO = MyPhoto
-```
-
-
-
-## 自定义log
-
-```python
-def custom_jm_log():
-    """
-    该函数演示如何接管和自定义日志输出
-    """
-
-    # jmcomic 项目默认使用内置的 Python logging 模块
-    # 其日志记录器的名字固定为 "jmcomic"
-    
-    # 【推荐方式】直接配置原生的 logging logger
-    import logging
-    jm_logger = logging.getLogger("jmcomic")
-    
-    # 例如，取消默认往下游控制台打印的 Handler，转存到文件中
-    jm_logger.handlers.clear()
-    jm_logger.addHandler(logging.FileHandler("jm_download.log", encoding="utf-8"))
-    
-    # 【向后兼容方式/遗留用法】
-    # 你依然可以通过替换全局配置类的 EXECUTOR_LOG 函数暴力接管日志
-    def my_custom_log(topic: str, msg, e: Exception = None):
-        """
-        @param topic: log主题，例如 'album.before', 'req.error', 'plugin.error'
-        @param msg: 具体log的信息，也可以直接传入 Exception 对象（底层会自动适配）
-        @param e: 可选，异常对象（当 msg 本身就是 Exception 时无需传）
-        """
-        pass
-    
-    # 生效自定义的 log 打印函数
-    JmModuleConfig.EXECUTOR_LOG = my_custom_log
-```
-
-
-
-
-## 自定义异常监听器/回调
-
-```python
-def custom_exception_listener():
-    """
-    该函数演示jmcomic的异常监听器机制
-    """
-    
-    # 1. 选一个可能会发生的、你感兴趣的异常
-    etype = ResponseUnexpectedException
-    
-    
-    def listener(e):
-        """
-        你的监听器方法
-        该方法无需返回值
-        :param e: 异常实例
-        """
-        print(f'my exception listener invoke !!! exception happened: {e}')
-    
-    
-    # 注册监听器/回调
-    # 这个异常类（或者这个异常的子类）的实例将要被raise前，你的listener方法会被调用
-    JmModuleConfig.register_exception_listener(etype, listener)
-```
diff --git a/assets/docs/sources/tutorial/6_plugin.md b/assets/docs/sources/tutorial/6_plugin.md
index bd8ea92c..73417df2 100644
--- a/assets/docs/sources/tutorial/6_plugin.md
+++ b/assets/docs/sources/tutorial/6_plugin.md
@@ -54,7 +54,59 @@ option = jmcomic.create_option_by_file('xxx.yml')  # 创建option对象
 option.download_album(123)
 ```
 
-## 3. 怎么手动调用插件
+## 3. 综合示例：登录、增量下载与分章压缩
+
+下面把多个插件组合起来，完成这些需求：
+
+1. 使用登录状态下载本子；
+2. 只下载指定章节之后的新章节；
+3. 将图片转换为 JPG；
+4. 每个章节分别压缩，并在压缩成功后删除原图片。
+
+先创建并加载配置文件：
+
+```python
+from jmcomic import create_option
+
+# 加载配置时会执行 after_init 插件，其中 find_update 会开始下载
+create_option('myoption.yml')
+```
+
+然后在 `myoption.yml` 中组合插件：
+
+```yaml
+dir_rule:
+  rule: Bd_Aid
+  base_dir: ./downloads
+
+download:
+  image:
+    suffix: .jpg
+
+plugins:
+  after_init:
+    - plugin: login
+      kwargs:
+        username: your_username
+        password: your_password
+
+    - plugin: find_update
+      kwargs:
+        145504: 290266  # 只下载本子 145504 中章节 290266 之后的新章节
+
+  after_album:
+    - plugin: zip
+      kwargs:
+        level: photo
+        filename_rule: Ptitle
+        zip_dir: ./downloads
+        delete_original_file: true
+```
+
+这里的执行顺序是：先登录，再由 `find_update` 发起增量下载；每个本子下载完成后，`zip` 插件按章节生成压缩文件并删除已成功压缩的原图片。
+
+
+## 4. 怎么手动调用插件
 
 你可以使用下面的代码触发某个事件
 
@@ -70,7 +122,7 @@ option.call_all_plugin('my_event')
 
 ```
 
-## 4. 示例：自定义插件
+## 5. 示例：自定义插件
 
 * 如果你有好的plugin想法，也欢迎向我提PR，将你的plugin内置到jmcomic模块中
 
diff --git a/assets/docs/sources/tutorial/7_advance.md b/assets/docs/sources/tutorial/7_advance.md
deleted file mode 100644
index 99f640e2..00000000
--- a/assets/docs/sources/tutorial/7_advance.md
+++ /dev/null
@@ -1,54 +0,0 @@
-# 综合使用实例
-
-* 基于v2.2.2+内置插件
-
-## 功能需求
-
-1. 下载id为145504的本子；
-2. 只下载章节在290266之后的新章；
-3. 最后要把图片转为jpg格式；
-4. 要使用登录状态去下载；
-5. 压缩文件，按照章节压缩，一个章节一个压缩文件，压缩文件的命名: 章节标题.zip；
-6. 自动把下载的文件全部删除，最后只要保留压缩文件。
-
-## 实现方案
-
-#### 1. 写2行python代码
-```python
-from jmcomic import create_option
-create_option('myoption.yml')
-```
-
-#### 2. 配置option，调用1的脚本即可
-```yaml
-dir_rule: # 下载路径规则
-  rule: Bd_Aid
-  base_dir: D:/jmcomic
-
-download:
-  image:
-    suffix: .jpg # 转为jpg格式的图片
-
-client:
-  domain:
-    - 18comic.vip # 指定域名
-
-plugins:
-  after_init:
-    - plugin: login # 登录插件
-      kwargs:
-        username: un
-        password: pw
-
-    - plugin: find_update # 只下载新章插件
-      kwargs:
-        145504: 290266 # 下载本子145504的章节290266以后的新章
-
-  after_album:
-    - plugin: zip # 压缩文件插件
-      kwargs:
-        level: photo # 按照章节，一个章节一个压缩文件
-        filename_rule: Ptitle # 压缩文件的命名规则
-        zip_dir: D:/jmcomic # 压缩文件存放的文件夹
-        delete_original_file: true # 压缩成功后，删除所有原文件和文件夹
-```
diff --git a/assets/docs/sources/tutorial/9_custom_download_dir_name.md b/assets/docs/sources/tutorial/9_custom_download_dir_name.md
index 630f8b73..b73d4879 100644
--- a/assets/docs/sources/tutorial/9_custom_download_dir_name.md
+++ b/assets/docs/sources/tutorial/9_custom_download_dir_name.md
@@ -17,9 +17,11 @@ plugins:
 ```
 该示例会把文件夹路径中所有`kyockcho`都变为`きょくちょ`，例如：
 
-`D:/a/[kyockcho]本子名称 - kyockcho/` 改为↓
+```text
+旧路径：D:/a/[kyockcho]本子名称 - kyockcho/
+新路径：D:/a/[きょくちょ]本子名称 - きょくちょ/
 
-`D:/a/[きょくちょ]本子名称 - きょくちょ/` 
+```
 
 ---------------
 **_如果上述简单的文本替换无法满足你，或者你需要更灵活的组合逻辑，那么下面的 f-string 语法正适合你。_**
@@ -54,7 +56,8 @@ D:/a/b/c/社团学姐/00002.webp
 - 使用 `/` 分隔（推荐）：`Bd / {Atitle} / {Pname}`
 - 使用 `_` 分隔（兼容旧写法）：`Bd_{Atitle}_{Pname}`
 
-> [!IMPORTANT]
+> 🔖**注意**
+>
 > `/` 和 `_` **二选一**，不可混用。含 `/` 时按 `/` 切分，不含 `/` 时按 `_` 切分。
 > 
 > 如果你的文件夹名本身需要包含 `_`，请使用 `/` 作为分隔符，例如：`Bd / {Aid}_{Atitle}`

From c0206cf04fa9a8ae4a815e2d3959195fdb81dacf Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Sun, 9 Aug 2026 13:40:36 +0800
Subject: [PATCH 08/19] test: isolate batch failure log assertion

---
 tests/test_jmcomic/test_jm_task_context.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/tests/test_jmcomic/test_jm_task_context.py b/tests/test_jmcomic/test_jm_task_context.py
index a0cf8339..54708a8c 100644
--- a/tests/test_jmcomic/test_jm_task_context.py
+++ b/tests/test_jmcomic/test_jm_task_context.py
@@ -504,14 +504,19 @@ def fail(jmid, _option, _downloader, **_kwargs):
             jm_logger.handlers[:] = original_handlers
 
         self.assertIn('404', result.failed)
-        self.assertEqual(1, len(handler.records))
+        batch_failure_records = [
+            record
+            for record in handler.records
+            if getattr(record, 'topic', None) == 'batch.failed'
+        ]
+        self.assertEqual(1, len(batch_failure_records))
         self.assertEqual(
             {
                 'session_id': 'failed-session',
                 'download_type': 'fail',
                 'jm_id': '404',
             },
-            handler.records[0].jm_task_context,
+            batch_failure_records[0].jm_task_context,
         )
 
     def test_sync_downloader_propagates_both_threading_branches(self):

From 48bcedff64966df2dfa310023a55a5bb1ec7416a Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Sun, 9 Aug 2026 14:47:27 +0800
Subject: [PATCH 09/19] fix: address v2.7.4 review defects

---
 .github/workflows/release.yml                 | 10 ++---
 .github/workflows/release_auto.yml            | 10 ++---
 .github/workflows/test_api.yml                |  1 +
 .github/workflows/test_html.yml               |  1 +
 .../sources/tutorial/13_export_and_feature.md |  8 ++--
 .../docs/sources/tutorial/14_async_usage.md   |  2 +-
 src/jmcomic/api.py                            | 13 +++++-
 src/jmcomic/jm_downloader.py                  | 11 ++++-
 src/jmcomic/jm_plugin.py                      |  6 ++-
 .../test_jmcomic/test_jm_download_manifest.py | 41 +++++++++++++++++++
 tests/test_jmcomic/test_jm_release.py         | 14 +++++++
 tests/test_jmcomic/test_jm_task_context.py    |  2 -
 12 files changed, 97 insertions(+), 22 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 5df03cce..8f17f772 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -25,6 +25,11 @@ jobs:
         run: |
           python .github/release.py
 
+      - name: Build
+        run: |
+          python -m pip install build
+          python -m build
+
       - name: Create Release
         uses: softprops/action-gh-release@v2
         env:
@@ -33,10 +38,5 @@ jobs:
           tag_name: ${{ steps.tb.outputs.tag }}
           body_path: release_body.txt
 
-      - name: Build
-        run: |
-          python -m pip install build
-          python -m build
-
       - name: Release PYPI
         uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/.github/workflows/release_auto.yml b/.github/workflows/release_auto.yml
index cde98755..a94b1f47 100644
--- a/.github/workflows/release_auto.yml
+++ b/.github/workflows/release_auto.yml
@@ -28,6 +28,11 @@ jobs:
           commit_message=$(git log --format=%B -n 1 ${{ github.sha }})
           python .github/release.py "$commit_message"
 
+      - name: Build
+        run: |
+          python -m pip install build
+          python -m build
+
       - name: Create Release
         uses: softprops/action-gh-release@v2
         env:
@@ -36,11 +41,6 @@ jobs:
           tag_name: ${{ steps.tb.outputs.tag }}
           body_path: release_body.txt
 
-      - name: Build
-        run: |
-          python -m pip install build
-          python -m build
-
       - name: Release PYPI
         uses: pypa/gh-action-pypi-publish@release/v1
 #        with:
diff --git a/.github/workflows/test_api.yml b/.github/workflows/test_api.yml
index 5792a971..7f109cfb 100644
--- a/.github/workflows/test_api.yml
+++ b/.github/workflows/test_api.yml
@@ -9,6 +9,7 @@ on:
     paths:
       - 'src/**/*.py'
       - 'tests/**/*.py'
+      - '.github/requirements-dev.txt'
       - '.github/workflows/test_api.yml'
       - 'assets/option/option_test_api.yml'
 
diff --git a/.github/workflows/test_html.yml b/.github/workflows/test_html.yml
index b0278454..9e7bb049 100644
--- a/.github/workflows/test_html.yml
+++ b/.github/workflows/test_html.yml
@@ -9,6 +9,7 @@ on:
     paths:
       - 'src/**/*.py'
       - 'tests/**/*.py'
+      - '.github/requirements-dev.txt'
       - '.github/workflows/test_html.yml'
       - 'assets/option/option_test_html.yml'
 
diff --git a/assets/docs/sources/tutorial/13_export_and_feature.md b/assets/docs/sources/tutorial/13_export_and_feature.md
index 3829c5da..b2ec8149 100644
--- a/assets/docs/sources/tutorial/13_export_and_feature.md
+++ b/assets/docs/sources/tutorial/13_export_and_feature.md
@@ -176,18 +176,18 @@ api.download_album(extra=Feature.export_pdf)
        │    ├→ download jmcomic images ...      # 下载禁漫图片
        │    └→ after_photo(photo)
        │         └→ _invoke_features_for('after_photo')
-       │              └→ pdf.should_invoke('after_photo', 'download_album') → False ✗ 跳过
+       │              └→ pdf.should_invoke('after_photo') → False ✗ 跳过
        │
        └→ after_album(album)
             └→ _invoke_features_for('after_album')
-                 └→ pdf.should_invoke('after_album', 'download_album') → True ✓ 执行!
-                      └→ _adapt_plugin_kwargs(from, when) # 动态生成插件参数
+                 └→ pdf.should_invoke('after_album') → True ✓ 执行!
+                      └→ _adapt_plugin_kwargs(option, when) # 动态生成插件参数
                            └→ option.invoke(pdf, kwargs) # 调用pdf插件，传入参数
 ```
 
 > 💡 **关键点**：
 >
-> - **执行时机**：`PluginFeature` 根据注册来源自动推导（`download_album` → `after_album`，`download_photo` → `after_photo`）。自定义 Feature 默认在所有事件都会执行，你可以覆写 `should_invoke` 来控制。
+> - **执行时机**：`PluginFeature` 根据 `TaskContext` 中的 `download_type` 判断当前顶层下载类型。自定义 Feature 默认在所有事件都会执行，你可以覆写 `should_invoke` 来控制。
 > - **参数自适应**：`PluginFeature` 的 `filename_rule` 前缀（A/P）会根据来源动态适配。ZIP 的打包粒度由插件根据上下文自动推导。用户显式传入的参数不会被覆盖。
 
 ### 自定义 Feature
diff --git a/assets/docs/sources/tutorial/14_async_usage.md b/assets/docs/sources/tutorial/14_async_usage.md
index b53aa289..d2e08702 100644
--- a/assets/docs/sources/tutorial/14_async_usage.md
+++ b/assets/docs/sources/tutorial/14_async_usage.md
@@ -257,7 +257,7 @@ asyncio.run(main())
 ```
 
 | 字段 | 它告诉你什么 |
-| --- | --- | --- |
+| --- | --- |
 | `result.duration` | 从调用异步下载方法到返回，你总共等了多久 |
 | `album.duration` | 下载这个本子花了多久，包含获取本子信息和整理下载结果 |
 | `photo.duration` | 下载这个章节花了多久，包含获取或补全章节信息 |
diff --git a/src/jmcomic/api.py b/src/jmcomic/api.py
index d9c30efe..1be4738d 100644
--- a/src/jmcomic/api.py
+++ b/src/jmcomic/api.py
@@ -17,7 +17,18 @@ def _download_type(download_api) -> str:
 
 
 def _finish_download_result(detail, dler, task_started_at):
-    dler.manifest_dict[detail].duration = perf_counter() - task_started_at
+    manifest = dler.manifest_dict.get(detail)
+    if manifest is None:
+        begin_manifest = getattr(dler, 'begin_manifest', None)
+        finish_manifest = getattr(dler, 'finish_manifest', None)
+        if callable(begin_manifest) and callable(finish_manifest):
+            begin_manifest(detail)
+            manifest = finish_manifest(detail)
+        else:
+            manifest = DownloadManifest()
+            dler.manifest_dict[detail] = manifest
+
+    manifest.duration = perf_counter() - task_started_at
     return DownloadResult(detail, dler)
 
 
diff --git a/src/jmcomic/jm_downloader.py b/src/jmcomic/jm_downloader.py
index 0ecf5633..8463dcec 100644
--- a/src/jmcomic/jm_downloader.py
+++ b/src/jmcomic/jm_downloader.py
@@ -10,13 +10,20 @@
 
 def record_download_duration(context_key: str, clock=None):
     def decorator(func):
+        entity_param = tuple(inspect.signature(func).parameters)[1]
+
         def get_time():
             return perf_counter() if clock is None else clock()
 
+        def get_entity(args, kwargs):
+            if len(args) > 1:
+                return args[1]
+            return kwargs[entity_param]
+
         if inspect.iscoroutinefunction(func):
             @wraps(func)
             async def async_wrapper(*args, **kwargs):
-                entity = args[1]
+                entity = get_entity(args, kwargs)
                 detail_call = isinstance(entity, Downloadable)
                 if detail_call and get_jm_task_context().get(context_key) is not None:
                     return await func(*args, **kwargs)
@@ -32,7 +39,7 @@ async def async_wrapper(*args, **kwargs):
 
         @wraps(func)
         def wrapper(*args, **kwargs):
-            entity = args[1]
+            entity = get_entity(args, kwargs)
             detail_call = isinstance(entity, Downloadable)
             if detail_call and get_jm_task_context().get(context_key) is not None:
                 return func(*args, **kwargs)
diff --git a/src/jmcomic/jm_plugin.py b/src/jmcomic/jm_plugin.py
index 26e1677e..17ba2c36 100644
--- a/src/jmcomic/jm_plugin.py
+++ b/src/jmcomic/jm_plugin.py
@@ -801,7 +801,8 @@ def invoke(self,
 
         # noinspection PyTypeChecker
         detail: DetailEntity = album or photo
-        downloader.record_export_filepath(detail, pdf_filepath)
+        if downloader is not None:
+            downloader.record_export_filepath(detail, pdf_filepath)
 
         # 打印结果
         self.log(f'{detail.alias_cn()}合并PDF成功！'
@@ -884,7 +885,8 @@ def invoke(self,
             return
         # noinspection PyTypeChecker
         detail: DetailEntity = album or photo
-        downloader.record_export_filepath(detail, long_img_path)
+        if downloader is not None:
+            downloader.record_export_filepath(detail, long_img_path)
 
         # 打印结果
         self.log(f'{detail.alias_cn()}合并长图成功！'
diff --git a/tests/test_jmcomic/test_jm_download_manifest.py b/tests/test_jmcomic/test_jm_download_manifest.py
index 249c2efc..e2362b36 100644
--- a/tests/test_jmcomic/test_jm_download_manifest.py
+++ b/tests/test_jmcomic/test_jm_download_manifest.py
@@ -7,6 +7,7 @@
 
 from test_jmcomic import *
 from jmcomic.jm_async_client import AsyncJmApiClient
+from jmcomic.jm_downloader import record_download_duration
 
 
 def new_album_photo_images(image_count=1):
@@ -214,6 +215,46 @@ def test_download_result_remains_a_two_item_tuple(self):
 
         self.assertEqual(result.duration, 2.5)
 
+    def test_duration_decorator_accepts_keyword_entity_arguments(self):
+        album, photo, _ = new_album_photo_images()
+        sync_times = iter((10.0, 12.5))
+        async_times = iter((20.0, 24.0))
+
+        class Downloader:
+
+            @record_download_duration('album_started_at', clock=lambda: next(sync_times))
+            def download_album(self, album_id):
+                return album
+
+            @record_download_duration('photo_started_at', clock=lambda: next(async_times))
+            async def download_photo(self, photo_id):
+                return photo
+
+        downloader = Downloader()
+
+        self.assertIs(downloader.download_album(album_id='123'), album)
+        self.assertEqual(album.duration, 2.5)
+        self.assertIs(asyncio.run(downloader.download_photo(photo_id='456')), photo)
+        self.assertEqual(photo.duration, 4.0)
+
+    def test_export_plugins_allow_omitting_downloader(self):
+        _, photo, _ = new_album_photo_images()
+        option = ContractOption('/tmp')
+
+        cases = (
+            (Img2pdfPlugin, 'img2pdf', 'decide_filepath', 'write_img_2_pdf', '/tmp/photo.pdf', (['/tmp/1.jpg'], ['/tmp/photo'])),
+            (LongImgPlugin, 'PIL', 'decide_filepath', 'write_img_2_long_img', '/tmp/photo.png', ['/tmp/1.jpg']),
+        )
+        for plugin_class, module_name, filepath_method, write_method, output_path, write_result in cases:
+            with self.subTest(plugin=plugin_class.plugin_key):
+                plugin = plugin_class(option)
+                fake_module = SimpleNamespace(Image=object())
+                with patch.dict(sys.modules, {module_name: fake_module}), \
+                        patch.object(plugin, filepath_method, return_value=output_path), \
+                        patch.object(plugin, write_method, return_value=write_result), \
+                        patch.object(plugin, 'log'):
+                    plugin.invoke(photo=photo)
+
     def test_record_export_filepath_uses_top_level_album_manifest(self):
         album, photo, _ = new_album_photo_images()
         downloader = BaseDownloader(ContractOption('/tmp'))
diff --git a/tests/test_jmcomic/test_jm_release.py b/tests/test_jmcomic/test_jm_release.py
index 8c3dc7e9..500f8d52 100644
--- a/tests/test_jmcomic/test_jm_release.py
+++ b/tests/test_jmcomic/test_jm_release.py
@@ -132,6 +132,20 @@ def test_manual_workflow_reads_source_version_from_master(self):
         self.assertIn("softprops/action-gh-release@v2", workflow)
         self.assertIn("pypa/gh-action-pypi-publish@release/v1", workflow)
 
+    def test_release_workflows_build_before_creating_release(self):
+        for filename in ("release.yml", "release_auto.yml"):
+            with self.subTest(filename=filename):
+                workflow = (PROJECT_ROOT / ".github" / "workflows" / filename).read_text(encoding="utf-8")
+
+                self.assertLess(workflow.index("- name: Build\n"), workflow.index("- name: Create Release\n"))
+
+    def test_test_workflows_watch_development_requirements(self):
+        for filename in ("test_api.yml", "test_html.yml"):
+            with self.subTest(filename=filename):
+                workflow = (PROJECT_ROOT / ".github" / "workflows" / filename).read_text(encoding="utf-8")
+
+                self.assertIn("      - '.github/requirements-dev.txt'", workflow)
+
     def test_contributing_allows_only_formal_release_prs_to_master(self):
         contributing = (PROJECT_ROOT / ".github" / "CONTRIBUTING.md").read_text(encoding="utf-8")
 
diff --git a/tests/test_jmcomic/test_jm_task_context.py b/tests/test_jmcomic/test_jm_task_context.py
index 54708a8c..f6be763b 100644
--- a/tests/test_jmcomic/test_jm_task_context.py
+++ b/tests/test_jmcomic/test_jm_task_context.py
@@ -286,7 +286,6 @@ def add_features(self, *_args):
 
             def download_album(self, _album_id):
                 detail = Detail()
-                self.manifest_dict[detail] = DownloadManifest()
                 observed_contexts.append(get_jm_task_context())
                 return detail
 
@@ -327,7 +326,6 @@ def add_features(self, *_args):
 
                 async def download_photo(self, _photo_id):
                     detail = Detail()
-                    self.manifest_dict[detail] = DownloadManifest()
                     return detail
 
                 def raise_if_has_exception(self):

From f00f3f530478d76df8c3f53b36ac2c005bc9af0c Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Sun, 9 Aug 2026 14:59:51 +0800
Subject: [PATCH 10/19] fix: remove invalid auto release dispatch

---
 .github/workflows/release_auto.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/release_auto.yml b/.github/workflows/release_auto.yml
index a94b1f47..0ef2d6cb 100644
--- a/.github/workflows/release_auto.yml
+++ b/.github/workflows/release_auto.yml
@@ -2,7 +2,6 @@
 name: Auto Release & Publish
 
 on:
-  workflow_dispatch:
   push:
     branches:
       - master

From f7fea6d52a8e09dada876d0ae1cd37bc3cf0ab11 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Sun, 9 Aug 2026 18:54:04 +0800
Subject: [PATCH 11/19] fix: enforce manifest lifecycle contracts

---
 src/jmcomic/api.py                            | 12 +--
 src/jmcomic/jm_downloader.py                  |  3 +-
 .../test_jmcomic/test_jm_download_manifest.py |  7 +-
 tests/test_jmcomic/test_jm_task_context.py    | 94 ++++++++++---------
 4 files changed, 54 insertions(+), 62 deletions(-)

diff --git a/src/jmcomic/api.py b/src/jmcomic/api.py
index 1be4738d..aaf2ca23 100644
--- a/src/jmcomic/api.py
+++ b/src/jmcomic/api.py
@@ -17,17 +17,7 @@ def _download_type(download_api) -> str:
 
 
 def _finish_download_result(detail, dler, task_started_at):
-    manifest = dler.manifest_dict.get(detail)
-    if manifest is None:
-        begin_manifest = getattr(dler, 'begin_manifest', None)
-        finish_manifest = getattr(dler, 'finish_manifest', None)
-        if callable(begin_manifest) and callable(finish_manifest):
-            begin_manifest(detail)
-            manifest = finish_manifest(detail)
-        else:
-            manifest = DownloadManifest()
-            dler.manifest_dict[detail] = manifest
-
+    manifest = dler.manifest_dict[detail]
     manifest.duration = perf_counter() - task_started_at
     return DownloadResult(detail, dler)
 
diff --git a/src/jmcomic/jm_downloader.py b/src/jmcomic/jm_downloader.py
index 8463dcec..546aa4b8 100644
--- a/src/jmcomic/jm_downloader.py
+++ b/src/jmcomic/jm_downloader.py
@@ -267,7 +267,8 @@ def resolve_manifest_detail(self, detail: DetailEntity) -> Optional[DetailEntity
     def record_export_filepath(self, detail: DetailEntity, filepath: str) -> None:
         manifest_detail = self.resolve_manifest_detail(detail)
         if manifest_detail is None:
-            return
+            from .jm_toolkit import ExceptionTool
+            ExceptionTool.raises(f'当前实体没有活动的下载清单: {detail}')
 
         suffix = os.path.splitext(filepath)[1].lower().lstrip('.')
         if suffix == '':
diff --git a/tests/test_jmcomic/test_jm_download_manifest.py b/tests/test_jmcomic/test_jm_download_manifest.py
index e2362b36..48037c20 100644
--- a/tests/test_jmcomic/test_jm_download_manifest.py
+++ b/tests/test_jmcomic/test_jm_download_manifest.py
@@ -312,14 +312,13 @@ def test_record_export_filepath_groups_real_suffixes(self):
                 'png': [png_path],
             })
 
-    def test_record_export_filepath_noops_without_manifest(self):
+    def test_record_export_filepath_rejects_missing_manifest(self):
         with TemporaryDirectory() as temp_dir:
             album, _, _ = new_album_photo_images()
             downloader = BaseDownloader(ContractOption(temp_dir))
 
-            downloader.record_export_filepath(album, os.path.join(temp_dir, 'album.zip'))
-
-            self.assertEqual(downloader.manifest_dict, {})
+            with self.assertRaisesRegex(JmcomicException, '没有活动的下载清单'):
+                downloader.record_export_filepath(album, os.path.join(temp_dir, 'album.zip'))
 
     def test_record_export_filepath_ignores_paths_without_suffix(self):
         with TemporaryDirectory() as temp_dir:
diff --git a/tests/test_jmcomic/test_jm_task_context.py b/tests/test_jmcomic/test_jm_task_context.py
index f6be763b..89d58595 100644
--- a/tests/test_jmcomic/test_jm_task_context.py
+++ b/tests/test_jmcomic/test_jm_task_context.py
@@ -168,32 +168,39 @@ def make_record(topic, context, level=logging.INFO):
         ).startswith(formatter.WARN_COLOR))
 
     def test_public_downloads_add_task_context_to_downloader_logs(self):
-        class FakeSyncDownloader:
+        class AlbumDetail:
+            duration = None
 
-            def __init__(self, _option):
-                self.manifest_dict = {}
+            @staticmethod
+            def is_album():
+                return True
 
-            def __enter__(self):
-                return self
+        class PhotoDetail:
+            duration = None
+            from_album = object()
 
-            def __exit__(self, *_args):
-                pass
+            @staticmethod
+            def is_album():
+                return False
 
-            def add_features(self, *_args):
-                pass
+        class FakeSyncDownloader(BaseDownloader):
 
-            def download_album(self, album_id):
-                jm_log('album.before', 'message')
-                self.manifest_dict[album_id] = DownloadManifest()
-                return album_id
+            def __enter__(self):
+                return self
 
-            def raise_if_has_exception(self):
+            def __exit__(self, *_args):
                 pass
 
-        class FakeAsyncDownloader:
+            def download_album(self, _album_id):
+                detail = AlbumDetail()
+                self.begin_manifest(detail)
+                try:
+                    jm_log('album.before', 'message')
+                finally:
+                    self.finish_manifest(detail)
+                return detail
 
-            def __init__(self, _option):
-                self.manifest_dict = {}
+        class FakeAsyncDownloader(BaseDownloader):
 
             async def __aenter__(self):
                 return self
@@ -201,16 +208,14 @@ async def __aenter__(self):
             async def __aexit__(self, *_args):
                 pass
 
-            def add_features(self, *_args):
-                pass
-
-            async def download_photo(self, photo_id):
-                jm_log('photo.before', 'message')
-                self.manifest_dict[photo_id] = DownloadManifest()
-                return photo_id
-
-            def raise_if_has_exception(self):
-                pass
+            async def download_photo(self, _photo_id):
+                detail = PhotoDetail()
+                self.begin_manifest(detail)
+                try:
+                    jm_log('photo.before', 'message')
+                finally:
+                    self.finish_manifest(detail)
+                return detail
 
         handler = ListHandler()
         original_handlers = jm_logger.handlers[:]
@@ -270,10 +275,11 @@ def test_sync_result_duration_uses_task_context_and_finishes_after_downloader_ex
         class Detail:
             duration = 99.0
 
-        class FakeDownloader:
+            @staticmethod
+            def is_album():
+                return True
 
-            def __init__(self, _option):
-                self.manifest_dict = {}
+        class FakeDownloader(BaseDownloader):
 
             def __enter__(self):
                 return self
@@ -281,17 +287,15 @@ def __enter__(self):
             def __exit__(self, *_args):
                 clock['now'] = 20.0
 
-            def add_features(self, *_args):
-                pass
-
             def download_album(self, _album_id):
                 detail = Detail()
-                observed_contexts.append(get_jm_task_context())
+                self.begin_manifest(detail)
+                try:
+                    observed_contexts.append(get_jm_task_context())
+                finally:
+                    self.finish_manifest(detail)
                 return detail
 
-            def raise_if_has_exception(self):
-                pass
-
         with patch('jmcomic.api.perf_counter', side_effect=lambda: clock['now'], create=True):
             result = download_album('123', option=object(), downloader=FakeDownloader)
 
@@ -308,11 +312,13 @@ async def run_test():
 
             class Detail:
                 duration = 99.0
+                from_album = object()
 
-            class FakeDownloader:
+                @staticmethod
+                def is_album():
+                    return False
 
-                def __init__(self, _option):
-                    self.manifest_dict = {}
+            class FakeDownloader(BaseDownloader):
 
                 async def __aenter__(self):
                     observed_contexts.append(get_jm_task_context())
@@ -321,16 +327,12 @@ async def __aenter__(self):
                 async def __aexit__(self, *_args):
                     clock['now'] = 130.0
 
-                def add_features(self, *_args):
-                    pass
-
                 async def download_photo(self, _photo_id):
                     detail = Detail()
+                    self.begin_manifest(detail)
+                    self.finish_manifest(detail)
                     return detail
 
-                def raise_if_has_exception(self):
-                    pass
-
             with patch('jmcomic.api.perf_counter', side_effect=lambda: clock['now'], create=True):
                 result = await download_photo_async('456', option=object(), downloader=FakeDownloader)
 

From 4e6c2498e045fec935e43dbb5f46c4185a17fda0 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Sun, 9 Aug 2026 19:04:01 +0800
Subject: [PATCH 12/19] refactor: simplify cached image download flow

---
 src/jmcomic/jm_async_downloader.py | 71 ++++++++++++++++--------------
 src/jmcomic/jm_downloader.py       | 23 +++++++---
 2 files changed, 53 insertions(+), 41 deletions(-)

diff --git a/src/jmcomic/jm_async_downloader.py b/src/jmcomic/jm_async_downloader.py
index 37daf329..0e418da9 100644
--- a/src/jmcomic/jm_async_downloader.py
+++ b/src/jmcomic/jm_async_downloader.py
@@ -174,40 +174,43 @@ async def _download_single_image(self, image: JmImageDetail):
         if image.skip:
             return
 
-        if not (image.cache and image.exists):
-            decode_image = self.option.decide_download_image_decode(image)
-
-            # 异步下载图片（受 image semaphore 限流，并将解密写盘过程也锁入信号量范围内，防大字节积压）
-            async with self._image_semaphore:
-                img_resp = await self.client.get_jm_image(image.download_url)
-                img_bytes = img_resp.content
-
-                # 提交到线程池解密并保存
-                if decode_image and image.scramble_id:
-                    await self._run_in_decode_pool(
-                        self._decode_and_save,
-                        img_bytes,
-                        int(image.scramble_id),
-                        int(image.aid),
-                        image.img_file_name,
-                        img_save_path,
-                    )
-                else:
-                    # 不解密保存。对齐 sync transfer_to(decode_image=False)：
-                    # 当目标后缀与原图后缀不一致时，需经 PIL 做格式转换。
-                    # 与 sync 一致：比较后缀前先剥离 url 的 ?query 部分，避免 query 干扰后缀判定。
-                    from common import suffix_not_equal
-                    img_url = image.download_url
-                    qi = img_url.find('?')
-                    if qi != -1:
-                        img_url = img_url[:qi]
-                    need_convert = suffix_not_equal(img_url, img_save_path)
-                    await self._run_in_decode_pool(
-                        self._save_raw,
-                        img_bytes,
-                        img_save_path,
-                        need_convert,
-                    )
+        if image.cache and image.exists:
+            await self.after_image(image, img_save_path)
+            return
+
+        decode_image = self.option.decide_download_image_decode(image)
+
+        # 异步下载图片（受 image semaphore 限流，并将解密写盘过程也锁入信号量范围内，防大字节积压）
+        async with self._image_semaphore:
+            img_resp = await self.client.get_jm_image(image.download_url)
+            img_bytes = img_resp.content
+
+            # 提交到线程池解密并保存
+            if decode_image and image.scramble_id:
+                await self._run_in_decode_pool(
+                    self._decode_and_save,
+                    img_bytes,
+                    int(image.scramble_id),
+                    int(image.aid),
+                    image.img_file_name,
+                    img_save_path,
+                )
+            else:
+                # 不解密保存。对齐 sync transfer_to(decode_image=False)：
+                # 当目标后缀与原图后缀不一致时，需经 PIL 做格式转换。
+                # 与 sync 一致：比较后缀前先剥离 url 的 ?query 部分，避免 query 干扰后缀判定。
+                from common import suffix_not_equal
+                img_url = image.download_url
+                qi = img_url.find('?')
+                if qi != -1:
+                    img_url = img_url[:qi]
+                need_convert = suffix_not_equal(img_url, img_save_path)
+                await self._run_in_decode_pool(
+                    self._save_raw,
+                    img_bytes,
+                    img_save_path,
+                    need_convert,
+                )
 
         await self.after_image(image, img_save_path)
 
diff --git a/src/jmcomic/jm_downloader.py b/src/jmcomic/jm_downloader.py
index 546aa4b8..78087b48 100644
--- a/src/jmcomic/jm_downloader.py
+++ b/src/jmcomic/jm_downloader.py
@@ -10,12 +10,14 @@
 
 def record_download_duration(context_key: str, clock=None):
     def decorator(func):
+        # 装饰时只解析一次参数名，关键字调用无需在每次执行时重复 inspect。
         entity_param = tuple(inspect.signature(func).parameters)[1]
 
         def get_time():
             return perf_counter() if clock is None else clock()
 
         def get_entity(args, kwargs):
+            # 常规位置参数走快路径；只有关键字调用才按参数名取值。
             if len(args) > 1:
                 return args[1]
             return kwargs[entity_param]
@@ -25,12 +27,14 @@ def get_entity(args, kwargs):
             async def async_wrapper(*args, **kwargs):
                 entity = get_entity(args, kwargs)
                 detail_call = isinstance(entity, Downloadable)
+                # 顶层 ID 下载负责完整耗时，内部 detail 调用复用同一个计时上下文。
                 if detail_call and get_jm_task_context().get(context_key) is not None:
                     return await func(*args, **kwargs)
 
                 started_at = get_time()
                 with jm_task_context(**{context_key: started_at}):
                     result = await func(*args, **kwargs)
+                    # detail 入口直接记录传入实体；ID 入口记录下载后返回的实体。
                     detail = entity if detail_call else result
                     detail.duration = get_time() - started_at
                     return result
@@ -41,12 +45,14 @@ async def async_wrapper(*args, **kwargs):
         def wrapper(*args, **kwargs):
             entity = get_entity(args, kwargs)
             detail_call = isinstance(entity, Downloadable)
+            # 顶层 ID 下载负责完整耗时，内部 detail 调用复用同一个计时上下文。
             if detail_call and get_jm_task_context().get(context_key) is not None:
                 return func(*args, **kwargs)
 
             started_at = get_time()
             with jm_task_context(**{context_key: started_at}):
                 result = func(*args, **kwargs)
+                # detail 入口直接记录传入实体；ID 入口记录下载后返回的实体。
                 detail = entity if detail_call else result
                 detail.duration = get_time() - started_at
                 return result
@@ -490,13 +496,16 @@ def download_by_image_detail(self, image: JmImageDetail):
         if image.skip:
             return
 
-        if not (image.cache and image.exists):
-            decode_image = self.option.decide_download_image_decode(image)
-            self.client.download_by_image_detail(
-                image,
-                img_save_path,
-                decode_image=decode_image,
-            )
+        if image.cache and image.exists:
+            self.after_image(image, img_save_path)
+            return
+
+        decode_image = self.option.decide_download_image_decode(image)
+        self.client.download_by_image_detail(
+            image,
+            img_save_path,
+            decode_image=decode_image,
+        )
 
         self.after_image(image, img_save_path)
 

From 5a9cf866263ffbf23bd74ca5b06302936ee83956 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Mon, 10 Aug 2026 01:18:52 +0800
Subject: [PATCH 13/19] feat: add download progress and API improvements

---
 CHANGELOG.md                                  |  17 +-
 .../images/download_progress_terminal.png     | Bin 0 -> 241341 bytes
 assets/docs/sources/index.md                  |   1 +
 .../docs/sources/tutorial/0_common_usage.md   |  75 ++-
 .../sources/tutorial/12_domain_strategy.md    |   1 +
 .../sources/tutorial/13_export_and_feature.md |   5 +-
 .../sources/tutorial/15_download_progress.md  |  82 +++
 assets/docs/sources/tutorial/6_plugin.md      |   2 +-
 src/jmcomic/api.py                            |   3 +-
 src/jmcomic/cl.py                             |  11 -
 src/jmcomic/jm_async_client.py                |  18 +-
 src/jmcomic/jm_async_downloader.py            |  14 +-
 src/jmcomic/jm_client_impl.py                 |  33 +-
 src/jmcomic/jm_client_interface.py            |  92 +++-
 src/jmcomic/jm_config.py                      |   9 +
 src/jmcomic/jm_downloader.py                  |   8 +
 src/jmcomic/jm_entity.py                      |  25 +-
 src/jmcomic/jm_plugin.py                      | 414 +++++++++++++++
 src/jmcomic/jm_toolkit.py                     |  27 +-
 tests/test_jmcomic/test_jm_async_client.py    |  16 +
 tests/test_jmcomic/test_jm_cli.py             |   6 -
 tests/test_jmcomic/test_jm_client.py          |  33 ++
 .../test_jmcomic/test_jm_download_progress.py | 494 ++++++++++++++++++
 23 files changed, 1307 insertions(+), 79 deletions(-)
 create mode 100644 assets/docs/sources/images/download_progress_terminal.png
 create mode 100644 assets/docs/sources/tutorial/15_download_progress.md
 delete mode 100644 src/jmcomic/cl.py
 create mode 100644 tests/test_jmcomic/test_jm_download_progress.py

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 67df9ddf..6652691a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,22 +7,37 @@
 
 ## [2.7.4] - 2026-08-09
 
+### Summary
+
+本次更新让同步和异步下载进度更直观、下载结果更易处理，还可以分页浏览全站评论并直接获取当前页码。
+
 ### Added
+- 新增 `download_progress` 插件：同步和异步下载在交互终端中固定展示最近 6 条日志，并在下方显示彩色的本子、章节两级进度；IDE 运行面板等不支持动态界面的环境只在结束后输出汇总；完整日志写入文件且不再重复输出 `INFO` 字段，启用前需额外安装 `rich`。
+
+![download_progress 插件效果](https://raw.githubusercontent.com/hect0x7/JMComic-Crawler-Python/v2.7.4/assets/docs/sources/images/download_progress_terminal.png)
+
 - 新增下载清单 `DownloadManifest`，聚合一次顶层下载产生的图片路径和导出文件。
 - `DownloadResult` 新增 `manifest` 和 `duration` 属性，同时保持原有二元组解包兼容性。
-- 搜索、分类和收藏夹分页结果新增 `page_number` 字段，可直接获取当前页码。
+- 新增获取全站评论分页及生成器 API，支持 HTML、API 和异步 API 客户端。
+- 搜索、分类、收藏夹和评论分页结果新增 `page_number` 字段，可直接获取当前页码。
 - GitHub Actions 下载支持压缩图片，减少最终压缩包体积。
 
 ### Changed
+- `JmDownloader.use()` 和 `JmAsyncDownloader.use()` 现在会记录替换前后的 Downloader class，异步下载 API 也会使用已替换的默认异步 Downloader。
 - 同步与异步下载流程统一记录成功下载及缓存命中的图片，并使用图片插件处理后的最终保存路径。
 - `result.duration` 记录从调用下载 API 到返回所用的总时间；本子、章节和图片实体分别记录各自的下载耗时。
 - Feature 根据当前 `TaskContext` 判断顶层下载类型，不再需要额外传入 `feature_from`。
 - ZIP、PDF 和长图插件产物按文件后缀登记到下载清单。
 - 详情缓存返回独立干净副本，避免下载路径、耗时等状态污染后续缓存结果。
+- `JmAlbumComment` 新增可读的字符串输出，支持直接打印评论。
+- 完善 HTML 评论解析，补齐全站评论中的本子 ID 和用户 ID。
 - GitHub Release 改为从对应版本的 `CHANGELOG.md` 生成发布说明，并支持手动触发发布流程。
 - 重写下载返回值与异步下载文档，统一使用同时兼容 GitHub 和 MkDocs 的提示及折叠语法。
 - 综合插件示例并入插件教程，移除使用价值较低的“模块自定义”教程，并将日志接管方式迁移到日志教程。
 
+### Removed
+- 按照弃用计划移除 `jmcomic.cl` 兼容模块，请使用 `jmcomic.cli`。
+
 ## [2.7.3] - 2026-08-03
 
 ### Added
diff --git a/assets/docs/sources/images/download_progress_terminal.png b/assets/docs/sources/images/download_progress_terminal.png
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diff --git a/assets/docs/sources/index.md b/assets/docs/sources/index.md
index 939c1a6b..0ca28e28 100644
--- a/assets/docs/sources/index.md
+++ b/assets/docs/sources/index.md
@@ -17,6 +17,7 @@
 
 - [快速上手(GitHub README)](https://github.com/hect0x7/JMComic-Crawler-Python/tree/master?tab=readme-ov-file#%E5%BF%AB%E9%80%9F%E4%B8%8A%E6%89%8B)
 - [常用类和方法演示](tutorial/0_common_usage.md)
+- [下载进度条](tutorial/15_download_progress.md)
 - [Async API用法](tutorial/14_async_usage.md)
 - [下载后转为 PDF / ZIP / 长图](tutorial/13_export_and_feature.md)
 - [option配置以及插件写法](./option_file_syntax.md)
diff --git a/assets/docs/sources/tutorial/0_common_usage.md b/assets/docs/sources/tutorial/0_common_usage.md
index 75f898e9..dcabaf40 100644
--- a/assets/docs/sources/tutorial/0_common_usage.md
+++ b/assets/docs/sources/tutorial/0_common_usage.md
@@ -176,45 +176,64 @@ for aid, atitle, tag_list in page.iter_id_title_tag():  # 使用page的iter_id_t
 download_album(aid_list, option)
 ```
 
-## 获取本子评论
+## 获取评论
 
-```python
-from jmcomic import JmOption, JmAlbumCommentPage, JmAlbumComment
+目前支持获取两种评论：
 
-client = JmOption.default().new_jm_client(impl='api')
+| 评论类型 | 说明 | 获取一页的方法 | 自动翻页的方法 |
+| --- | --- | --- | --- |
+| 本子评论 | 获取指定本子下的评论和回评 | `album_pagination` | `album_pagination_gen` |
+| 全站评论 | 获取全站最新发布的评论，可通过 `comment.album_id` 知道评论来自哪个本子 | `forum_pagination` | `forum_pagination_gen` |
 
-# 获取第一页评论
-page: JmAlbumCommentPage = client.album_pagination('123456')
+评论页可以直接遍历，评论对象也可以直接打印，格式为 `[评论ID] 用户（剧透）: 内容`。
 
-print('本页评论数:', len(page))
-print('本页评论数（含回评）:', page.comment_count)
-print('本子的评论总数:', page.total)
-print('总页数:', page.page_count)
+### 获取本子评论
 
-# page对象可以直接遍历评论，评论类型是JmAlbumComment
-comment: JmAlbumComment
-for comment in page:
-    print('用户:', comment.nickname or comment.username)
-    print('内容:', comment.content)
-    print('是否剧透:', comment.is_spoiler)
+`album_pagination` 获取指定本子的一页评论。
+
+```python
+from jmcomic import JmOption, JmAlbumComment
 
-    # 回评也是评论对象
+client = JmOption.default().new_jm_client(impl='api')
+page = client.album_pagination('123456')
+
+print(f'第 {page.page_number}/{page.page_count} 页，当前页一共 {len(page)} 条主评论，整本一共 {page.total} 条主评论')
+for comment in page:
+    comment: JmAlbumComment # 评论是实体类
+    print(
+        f'评论ID: {comment.comment_id} | 用户ID: {comment.user_id} | 用户: {comment.nickname or comment.username} | '
+        f'是否剧透: {comment.is_spoiler} | 点赞数: {comment.likes} | 发布时间: {comment.created_at}\n内容: {comment.content}'
+    )
     for reply in comment.replies:
-        print('回评用户:', reply.nickname or reply.username)
-        print('回评内容:', reply.content)
-        print('回评是否剧透:', reply.is_spoiler)
+        reply: JmAlbumComment # 回评也是相同的实体类
+        print('  └─', reply)
 
-# gen 方法支持自动循环获取评论分页，直到结束
+# 需要连续获取分页时，使用生成器：
 for page in client.album_pagination_gen('123456'):
-    print('本页主评论数:', len(page))
-    print('本页评论数（含回评）:', page.comment_count)
-    print('主评论总数:', page.total)
-    print('总页数:', page.page_count)
+    print(f'\n第 {page.page_number} 页')
+    for comment in page:
+        print(comment)
+```
+
+### 获取全站评论
+
+`forum_pagination` 获取一页全站评论。
+
+> [!NOTE]
+> html 端不提供 `total`（全部分页的主评论总数）和 `page_count`（总页数），这两个字段都为 `None`，api端则有值。
+
+```python
+page = client.forum_pagination(page=1)
+
+print(f'第 {page.page_number}/{page.page_count} 页，当前页一共 {len(page)} 条主评论，全站一共 {page.total} 条主评论')
+for comment in page:
+    print(f'本子 {comment.album_id} | {comment}')
 
+# 全站评论同样支持生成器
+for page in client.forum_pagination_gen(page=1):
+    print(f'\n第 {page.page_number} 页')
     for comment in page:
-        print('用户:', comment.nickname or comment.username)
-        print('内容:', comment.content)
-        print('是否剧透:', comment.is_spoiler)
+        print(f'本子 {comment.album_id} | {comment}')
 ```
 
 ## 获取收藏夹
diff --git a/assets/docs/sources/tutorial/12_domain_strategy.md b/assets/docs/sources/tutorial/12_domain_strategy.md
index 5da3d52a..257a522a 100644
--- a/assets/docs/sources/tutorial/12_domain_strategy.md
+++ b/assets/docs/sources/tutorial/12_domain_strategy.md
@@ -77,6 +77,7 @@ op.client = op.new_jm_client(domain_list=[domain], impl='html')
 
 默认的机制是在单次请求报错时，按顺序尝试数组内的下一个域名。
 如果经常遇到连接断开或超时，可以使用 `advanced_retry` 插件。该插件提供：
+
 - 记录历史失败次数
 - 限制单个域名的最大失败次数（超过则拉黑废弃）
 - 对列表循环多轮尝试等容错机制
diff --git a/assets/docs/sources/tutorial/13_export_and_feature.md b/assets/docs/sources/tutorial/13_export_and_feature.md
index b2ec8149..bdaf422c 100644
--- a/assets/docs/sources/tutorial/13_export_and_feature.md
+++ b/assets/docs/sources/tutorial/13_export_and_feature.md
@@ -3,6 +3,7 @@
 ## 1. 需求场景
 
 下载本子后，很多用户有进一步导出的需求：
+
 - 导出为 **PDF**：方便在电子阅读器上查看
 - 导出为 **ZIP**：方便传输和存档
 - 合并为 **长图**：方便一张图看完整个章节
@@ -111,7 +112,7 @@ download_photo('456', option, extra=Feature.export_pdf)
 ├── [JM{Pid}]章节标题.pdf       ← 该章节导出为 1 个 PDF
 ```
 
-> 💡 **提示**：同一个 Feature，通过 `download_album` 和 `download_photo` 调用时会自动适配不同的导出行为，详见下方 [智能适配规则](#25-智能适配规则)。
+> 💡 **提示**：同一个 Feature，通过 `download_album` 和 `download_photo` 调用时会自动适配不同的导出行为，详见下方 [智能适配规则](#25)。
 
 ### 2.5 智能适配规则
 
@@ -124,7 +125,7 @@ download_photo('456', option, extra=Feature.export_pdf)
 
 当你显式传入参数时（如 `filename_rule='Ptitle'`），**你的配置优先**，不会被自适应覆盖。
 
-> 💡 **提示**：更多可选参数（如加密密码 `encrypt`、后缀名 `suffix` 等），参考 [Plugin 插件参数大全](../option_file_syntax.md#3-option插件配置项)。
+> 💡 **提示**：更多可选参数（如加密密码 `encrypt`、后缀名 `suffix` 等），参考 [Plugin 插件参数大全](../option_file_syntax.md#3-option)。
 
 ## 3. 传统写法（YAML 插件配置）
 
diff --git a/assets/docs/sources/tutorial/15_download_progress.md b/assets/docs/sources/tutorial/15_download_progress.md
new file mode 100644
index 00000000..e89ac3d8
--- /dev/null
+++ b/assets/docs/sources/tutorial/15_download_progress.md
@@ -0,0 +1,82 @@
+# 下载进度展示（插件）
+
+使用 `download_album` 下载多章节本子时，默认日志会不断换行，很难一眼看出整本和各章节的下载进度。
+
+自 `v2.7.4` 起，jmcomic 内置了美观的下载进度条，效果如下：
+
+![下载进度插件的终端效果](../images/download_progress_terminal.png)
+
+你只需要配置一个插件即可开启：`download_progress`，不需要自己编写插件或修改下载代码。
+
+插件会自动完成这些工作：
+
+- 同时支持普通下载和异步下载。
+- 在进度条上方固定显示最近 6 条 jmcomic 日志。
+- 在进度条下方显示本子、章节两级下载进度。
+- 本子进度 = 已下载章节 / 总章节；章节进度 = 已下载图片 / 总图片。
+- 将完整日志写入 `jmcomic-download.log`。
+
+## 为什么有些窗口不显示动态进度
+
+动态进度条不是不断打印新行，而是反复覆盖终端中的同一块区域。PowerShell、Windows Terminal 等终端支持这种刷新方式，因此可以让日志固定在上方、进度条固定在下方。
+
+PyCharm 的 **Run 运行面板**以及部分 IDE 输出窗口会把程序输出当成普通文本，无法正确覆盖旧内容。如果强行刷新，每一帧都会变成新的一行，最终造成刷屏。
+
+因此，插件会自动判断当前窗口是否支持动态刷新：
+
+- 支持：显示固定日志区和两级进度条。
+- 不支持：启动时显示一次说明，下载期间不刷新，结束后输出一次本子、章节和图片数量汇总。
+
+如果你使用 PyCharm，请在底部的 **Terminal** 中运行 `python script.py`，即可查看动态进度。
+
+## 1. 安装
+
+使用插件前需要额外安装 `rich`:
+
+```shell
+pip install -U jmcomic rich
+```
+
+## 2. 使用插件
+
+```python
+from jmcomic import create_option_by_str, download_album
+
+option = create_option_by_str('''
+plugins:
+  after_init:
+    - plugin: download_progress
+''')
+
+download_album('123456', option)
+```
+
+异步版本也支持：
+
+```python
+import asyncio
+
+from jmcomic import create_option_by_str, download_album_async
+
+option = create_option_by_str('''
+plugins:
+  after_init:
+    - plugin: download_progress
+''')
+
+asyncio.run(download_album_async('123456', option))
+```
+
+图片和 `jmcomic-download.log` 默认保存在运行命令的当前目录中。重复运行时，新日志会追加到已有日志文件末尾。
+
+## 3. 运行时会看到什么
+
+| 运行位置 | 下载期间 | 下载结束后 |
+| --- | --- | --- |
+| Terminal、PowerShell | 上方固定显示最近 6 条日志，下方实时刷新本子和章节进度条 | 进度条停留在完成状态 |
+| PyCharm Run 等普通输出窗口 | 不刷新进度，避免重复打印造成刷屏 | 输出一次本子、章节和图片数量汇总 |
+
+两种模式都会将完整日志追加到 `jmcomic-download.log`。下载入口和并发调度仍由 jmcomic 负责，插件只负责展示进度。
+
+> [!NOTE]
+> 如果你通过自定义规则跳过了部分章节或图片，或者下载过程中发生失败，进度可能不会到达原始总数。具体原因可以在日志文件中查看。
diff --git a/assets/docs/sources/tutorial/6_plugin.md b/assets/docs/sources/tutorial/6_plugin.md
index 73417df2..e7034384 100644
--- a/assets/docs/sources/tutorial/6_plugin.md
+++ b/assets/docs/sources/tutorial/6_plugin.md
@@ -4,7 +4,7 @@ plugin(扩展/插件)是v2.2.0新引入的机制，使用插件可以实现灵
 
 目前jmcomic已经内置了一些插件，源码位于 src/jmcomic/jm_plugin.py。
 
-你可以在这里查看这些插件的配置→ [option_file_syntax](../option_file_syntax.md#3-option插件配置项)
+你可以在这里查看这些插件的配置→ [option_file_syntax](../option_file_syntax.md#3-option)
 
 ## 1. 插件机制介绍
 
diff --git a/src/jmcomic/api.py b/src/jmcomic/api.py
index aaf2ca23..6ef84283 100644
--- a/src/jmcomic/api.py
+++ b/src/jmcomic/api.py
@@ -172,12 +172,11 @@ def create_option_by_str(text: str, mode=None):
 
 
 def new_async_downloader(option=None, downloader=None):
-    from .jm_async_downloader import JmAsyncDownloader
     if option is None:
         option = JmModuleConfig.option_class().default()
 
     if downloader is None:
-        downloader = JmAsyncDownloader
+        downloader = JmModuleConfig.async_downloader_class()
 
     return downloader(option)
 
diff --git a/src/jmcomic/cl.py b/src/jmcomic/cl.py
deleted file mode 100644
index c5dbf311..00000000
--- a/src/jmcomic/cl.py
+++ /dev/null
@@ -1,11 +0,0 @@
-import warnings
-
-from .cli import *
-
-
-warnings.warn(
-    "The 'jmcomic.cl' module is deprecated and renamed to 'jmcomic.cli'. "
-    "Please update your imports. It will be removed in version 2.7.4.",
-    DeprecationWarning,
-    stacklevel=2,
-)
diff --git a/src/jmcomic/jm_async_client.py b/src/jmcomic/jm_async_client.py
index f0764233..c1dfe834 100644
--- a/src/jmcomic/jm_async_client.py
+++ b/src/jmcomic/jm_async_client.py
@@ -640,7 +640,7 @@ async def album_pagination(self,
                                with_ad_wcm=1,
                                need_total=True,
                                ) -> JmAlbumCommentPage:
-        """获取本子评论分页，返回 ``list`` 和 ``total``。"""
+        """获取本子评论分页，返回评论分页对象。"""
         resp = await self.req_api(
             self.API_FORUM,
             params={
@@ -649,7 +649,21 @@ async def album_pagination(self,
                 'aid': JmcomicText.parse_to_jm_id(jm_id),
             },
         )
-        return JmPageTool.parse_api_to_album_comment_page(resp.model_data)
+        return JmPageTool.parse_api_to_album_comment_page(resp.model_data, page)
+
+    async def forum_pagination(self,
+                               page=1,
+                               with_ad_wcm=1,
+                               ) -> JmAlbumCommentPage:
+        """获取全站评论分页。"""
+        resp = await self.req_api(
+            self.API_FORUM,
+            params={
+                'mode': 'all',
+                'page': page,
+            },
+        )
+        return JmPageTool.parse_api_to_album_comment_page(resp.model_data, page)
 
     async def add_favorite_album(self, album_id, folder_id='0'):
         """
diff --git a/src/jmcomic/jm_async_downloader.py b/src/jmcomic/jm_async_downloader.py
index 0e418da9..3f89e24e 100644
--- a/src/jmcomic/jm_async_downloader.py
+++ b/src/jmcomic/jm_async_downloader.py
@@ -15,7 +15,7 @@
 from .jm_downloader import BaseDownloader, record_download_duration
 from .jm_entity import JmAlbumDetail, JmPhotoDetail, JmImageDetail
 from .jm_toolkit import JmImageTool
-from .jm_config import jm_log
+from .jm_config import JmModuleConfig, jm_log
 from .jm_task_context import bind_jm_task_context
 from .jm_option import JmOption
 
@@ -53,6 +53,18 @@ def __init__(self,
         # 解密线程池（CPU 密集操作卸载）
         self._decode_pool = ThreadPoolExecutor(max_workers=decode_worker, thread_name_prefix='jm-async-decode')
 
+    @classmethod
+    def use(cls, *args, **kwargs):
+        before_class = JmModuleConfig.async_downloader_class()
+        JmModuleConfig.CLASS_ASYNC_DOWNLOADER = cls
+        after_class = JmModuleConfig.async_downloader_class()
+        jm_log(
+            'async_downloader.use',
+            f'替换 Async Downloader class: '
+            f'[{before_class.__module__}.{before_class.__qualname__}] -> '
+            f'[{after_class.__module__}.{after_class.__qualname__}]'
+        )
+
     # ======================================================================
     # 核心下载流程 — 对齐 sync JmDownloader
     # ======================================================================
diff --git a/src/jmcomic/jm_client_impl.py b/src/jmcomic/jm_client_impl.py
index efea252d..59714837 100644
--- a/src/jmcomic/jm_client_impl.py
+++ b/src/jmcomic/jm_client_impl.py
@@ -244,6 +244,7 @@ class JmHtmlClient(AbstractJmClient):
     API_SEARCH = '/search/photos'
     API_CATEGORY = '/albums'
     API_ALBUM_PAGINATION = '/ajax/album_pagination'
+    API_FORUM = '/ajax/forum_more'
 
     def add_favorite_album(self,
                            album_id,
@@ -554,13 +555,28 @@ def album_pagination(self,
 
         ret = JmJsonResp(resp)
         ret.require_success()
-        comment_page = JmPageTool.parse_html_to_album_comment_page(ret.model())
+        comment_page = JmPageTool.parse_html_to_album_comment_page(ret.model(), page)
         if need_total:
             album = self.get_album_detail(jm_id)
             comment_page.total = album.comment_count
 
         return comment_page
 
+    def forum_pagination(self,
+                         page=1,
+                         with_ad_wcm=1,
+                         ) -> JmAlbumCommentPage:
+        resp = self.post(
+            self.API_FORUM,
+            data={
+                'page': page,
+                'with_ad_wcm': with_ad_wcm,
+            },
+        )
+        ret = JmJsonResp(resp)
+        ret.require_success()
+        return JmPageTool.parse_html_to_album_comment_page(ret.model(), page)
+
     @classmethod
     def require_resp_success_else_raise(cls, resp, url: str):
         """
@@ -911,7 +927,20 @@ def album_pagination(self,
                 'aid': JmcomicText.parse_to_jm_id(jm_id),
             },
         )
-        return JmPageTool.parse_api_to_album_comment_page(resp.model_data)
+        return JmPageTool.parse_api_to_album_comment_page(resp.model_data, page)
+
+    def forum_pagination(self,
+                         page=1,
+                         with_ad_wcm=1,
+                         ) -> JmAlbumCommentPage:
+        resp = self.req_api(
+            self.API_FORUM,
+            params={
+                'mode': 'all',
+                'page': page,
+            },
+        )
+        return JmPageTool.parse_api_to_album_comment_page(resp.model_data, page)
 
     def add_favorite_album(self,
                            album_id,
diff --git a/src/jmcomic/jm_client_interface.py b/src/jmcomic/jm_client_interface.py
index 01cab739..04bc11a0 100644
--- a/src/jmcomic/jm_client_interface.py
+++ b/src/jmcomic/jm_client_interface.py
@@ -232,7 +232,7 @@ def album_pagination(self,
         """
         获取本子评论分页。
 
-        推荐直接遍历评论页，并通过 ``comment.replies`` 读取回评：
+        推荐直接遍历评论页，并通过 comment.replies 读取回评：
 
         ```
         def show_comment(comment, indent=''):
@@ -254,13 +254,13 @@ def show_comment(comment, indent=''):
 
         返回字段说明：
 
-        - ``page.total``：全部分页的主评论总数。
-        - ``page.comment_count``：当前页主评论加所有层级回评的数量。
-        - ``len(page)``：当前页主评论数量，不包含回评。
-        - ``comment.raw_data``、``page.raw_data``：统一为 ``AdvancedDict``。
-        - HTML 客户端的 ``comment.likes`` 固定为 ``None``。
-        - HTML 客户端的 ``comment.user_id`` 仅在头像地址包含数字 ID 时可用。
-        - HTML 客户端的 ``comment.album_id`` 在评论 DOM 缺少本子链接时为 ``None``。
+        - page.total：全部分页的主评论总数。
+        - page.comment_count：当前页主评论加所有层级回评的数量。
+        - len(page)：当前页主评论数量，不包含回评。
+        - comment.raw_data、page.raw_data：统一为 AdvancedDict。
+        - HTML 客户端的 comment.likes 固定为 None。
+        - HTML 客户端的 comment.user_id 仅在头像地址包含数字 ID 时可用。
+        - HTML 客户端的 comment.album_id 在评论 DOM 缺少本子链接时为 None。
 
         :param jm_id: album_id/photo_id
         :param page: 页码，从 1 开始
@@ -271,6 +271,23 @@ def show_comment(comment, indent=''):
         """
         raise NotImplementedError
 
+    def forum_pagination(self,
+                         page=1,
+                         with_ad_wcm=1,
+                         ) -> JmAlbumCommentPage:
+        """
+        获取全站评论分页。
+
+        HTML 客户端使用 /ajax/forum_more；API 客户端使用不带 aid 的 /forum。
+        HTML 客户端不提供评论总数，page.total 和 page.page_count 为 None；
+        API 客户端返回全站主评论总数。
+
+        :param page: 页码，从 1 开始
+        :param with_ad_wcm: 网页端广告标记，API 端忽略
+        :return: JmAlbumCommentPage
+        """
+        raise NotImplementedError
+
     def favorite_folder(self,
                         page=1,
                         order_by=JmMagicConstants.ORDER_BY_LATEST,
@@ -653,6 +670,29 @@ def album_pagination_gen(self,
 
             page += 1
 
+    def forum_pagination_gen(self,
+                             page=1,
+                             with_ad_wcm=1,
+                             ) -> Generator[JmAlbumCommentPage, None, None]:
+        """逐页获取全站评论；HTML 客户端遇到服务端重复返回的末页时停止。"""
+        previous_comment_ids = None
+        while True:
+            comment_page = self.forum_pagination(
+                page=page,
+                with_ad_wcm=with_ad_wcm,
+            )
+            comment_ids = tuple(comment.comment_id for comment in comment_page)
+            if not comment_ids or comment_ids == previous_comment_ids:
+                break
+
+            yield comment_page
+
+            if comment_page.page_count is not None and page >= comment_page.page_count:
+                break
+
+            previous_comment_ids = comment_ids
+            page += 1
+
     def search_gen(self,
                    search_query: str,
                    main_tag=0,
@@ -1018,7 +1058,18 @@ async def album_pagination(self,
         获取本子评论分页。
 
         异步客户端使用移动端 API，返回值与同步 JmApiClient 一致；
-        ``series`` 和 ``with_ad_wcm`` 仅用于保持同步/异步签名一致。
+        series 和 with_ad_wcm 仅用于保持同步、异步方法签名一致。
+        """
+        raise NotImplementedError
+
+    async def forum_pagination(self,
+                               page=1,
+                               with_ad_wcm=1,
+                               ) -> JmAlbumCommentPage:
+        """
+        异步获取全站评论分页。
+
+        with_ad_wcm 仅用于保持同步、异步方法签名一致。
         """
         raise NotImplementedError
 
@@ -1057,6 +1108,29 @@ async def album_pagination_gen(self,
 
             page += 1
 
+    async def forum_pagination_gen(self,
+                                   page=1,
+                                   with_ad_wcm=1,
+                                   ):
+        """异步逐页获取全站评论。"""
+        previous_comment_ids = None
+        while True:
+            comment_page = await self.forum_pagination(
+                page=page,
+                with_ad_wcm=with_ad_wcm,
+            )
+            comment_ids = tuple(comment.comment_id for comment in comment_page)
+            if not comment_ids or comment_ids == previous_comment_ids:
+                break
+
+            yield comment_page
+
+            if comment_page.page_count is not None and page >= comment_page.page_count:
+                break
+
+            previous_comment_ids = comment_ids
+            page += 1
+
     # -- 域名 / 缓存管理 --
 
     def get_domain_list(self) -> List[str]:
diff --git a/src/jmcomic/jm_config.py b/src/jmcomic/jm_config.py
index a1ad3ed5..4dd5442b 100644
--- a/src/jmcomic/jm_config.py
+++ b/src/jmcomic/jm_config.py
@@ -253,6 +253,7 @@ class JmModuleConfig:
 
     # 模块级别的可重写类配置
     CLASS_DOWNLOADER = None
+    CLASS_ASYNC_DOWNLOADER = None
     CLASS_OPTION = None
     CLASS_ALBUM = None
     CLASS_PHOTO = None
@@ -309,6 +310,14 @@ def downloader_class(cls):
         from .jm_downloader import JmDownloader
         return JmDownloader
 
+    @classmethod
+    def async_downloader_class(cls):
+        if cls.CLASS_ASYNC_DOWNLOADER is not None:
+            return cls.CLASS_ASYNC_DOWNLOADER
+
+        from .jm_async_downloader import JmAsyncDownloader
+        return JmAsyncDownloader
+
     @classmethod
     def option_class(cls):
         if cls.CLASS_OPTION is not None:
diff --git a/src/jmcomic/jm_downloader.py b/src/jmcomic/jm_downloader.py
index 78087b48..2846e547 100644
--- a/src/jmcomic/jm_downloader.py
+++ b/src/jmcomic/jm_downloader.py
@@ -555,7 +555,15 @@ def use(cls, *args, **kwargs):
         """
         让本类替换JmModuleConfig.CLASS_DOWNLOADER
         """
+        before_class = JmModuleConfig.downloader_class()
         JmModuleConfig.CLASS_DOWNLOADER = cls
+        after_class = JmModuleConfig.downloader_class()
+        jm_log(
+            'downloader.use',
+            f'替换 Downloader class: '
+            f'[{before_class.__module__}.{before_class.__qualname__}] -> '
+            f'[{after_class.__module__}.{after_class.__qualname__}]'
+        )
 
 
 class DoNotDownloadImage(JmDownloader):
diff --git a/src/jmcomic/jm_entity.py b/src/jmcomic/jm_entity.py
index 0960f7fb..a528851f 100644
--- a/src/jmcomic/jm_entity.py
+++ b/src/jmcomic/jm_entity.py
@@ -11,7 +11,7 @@ class Downloadable:
     def __init__(self):
         self.save_path: str = ''  # 下载保存路径
         self.exists: bool = False  # 下载前，目标是否已存在
-        self.skip = False  # 扩展字段，表示是否要跳过下载，jmcomic内只有插件会主动设置此字段来跳过下载
+        self.skip = False  # 是否跳过本次下载，可供外界控制
         self.cache = True  # 下载前目标已存在时，是否使用缓存，如果 exists and cache 都是 True，会跳过下载
         self.duration: Optional[float] = None  # 下载耗时，单位：秒
 
@@ -658,12 +658,12 @@ class JmAlbumComment(JmBaseEntity):
     """
     本子评论实体。
 
-    ``raw_data`` 始终为 ``AdvancedDict``。
+    raw_data 始终为 AdvancedDict。
 
     网页端字段说明：
-    - ``likes``：评论分页 HTML 不提供，值为 ``None``。
-    - ``user_id``：仅头像地址包含数字用户 ID 时可解析，否则为 ``None``。
-    - ``album_id``：评论 DOM 缺少本子链接时为 ``None``。
+    - likes：评论分页 HTML 不提供，值为 None。
+    - user_id：优先读取评论节点的用户 ID，否则尝试从头像地址解析。
+    - album_id：从评论中的本子或章节链接解析，链接缺失时为 None。
     """
 
     def __init__(self, raw_data):
@@ -700,24 +700,33 @@ def __init__(self, raw_data):
             for reply in data.get('replys', []) or []
         ]
 
+    def __str__(self):
+        author = self.nickname or self.username or ''
+        spoiler = '（剧透）' if self.is_spoiler else ''
+        return f'[{self.comment_id}] {author}{spoiler}: {self.content or ""}'
+
+    __repr__ = __str__
+
 
 class JmAlbumCommentPage(JmBaseEntity, IndexedEntity):
     """
     本子评论分页。
 
-    ``total`` 是全部分页的主评论总数；``comment_count`` 是当前页主评论
-    加所有层级回评的数量；``len(page)`` 只统计当前页主评论。
-    ``raw_data`` 始终为 ``AdvancedDict``。
+    total 是全部分页的主评论总数；comment_count 是当前页主评论
+    加所有层级回评的数量；len(page) 只统计当前页主评论。
+    page_number 是当前页码；raw_data 始终为 AdvancedDict。
     """
 
     def __init__(self,
                  content: List[JmAlbumComment],
                  total: Optional[int] = None,
+                 page_number: Optional[int] = None,
                  raw_html: Optional[str] = None,
                  raw_data=None,
                  ):
         self.content = content
         self.total = total
+        self.page_number = page_number
         self.raw_html = raw_html
         self.raw_data = AdvancedDict.wrap(raw_data or {})
 
diff --git a/src/jmcomic/jm_plugin.py b/src/jmcomic/jm_plugin.py
index 17ba2c36..dfead97e 100644
--- a/src/jmcomic/jm_plugin.py
+++ b/src/jmcomic/jm_plugin.py
@@ -2,7 +2,12 @@
 该文件存放的是option插件
 """
 
+from collections import deque
+from threading import RLock
+
 from .jm_option import *
+from .jm_async_downloader import JmAsyncDownloader
+from .jm_downloader import JmDownloader
 from .jm_task_context import bind_jm_task_context, get_jm_task_context
 
 
@@ -590,6 +595,415 @@ def invoke(self, whitelist) -> None:
         jm_logger.addFilter(LogTopicFilterPlugin.TopicFilter(whitelist))
 
 
+class ProgressDownloader(JmDownloader):
+    progress_console = None
+    progress_log_lines = deque(maxlen=6)
+    active_progresses = set()
+    progress_ui_lock = RLock()
+
+    @staticmethod
+    def display_id(entity_id):
+        entity_id = str(entity_id)
+        return entity_id if entity_id.upper().startswith('JM') else f'JM{entity_id}'
+
+    @classmethod
+    def get_progress_console(cls):
+        if cls.progress_console is None:
+            from rich.console import Console
+            cls.progress_console = Console()
+        return cls.progress_console
+
+    @classmethod
+    def reset_progress_logs(cls):
+        with cls.progress_ui_lock:
+            cls.progress_log_lines.clear()
+
+    @classmethod
+    def append_progress_log(cls, message):
+        with cls.progress_ui_lock:
+            cls.progress_log_lines.append(message)
+            progresses = tuple(cls.active_progresses)
+
+        for progress in progresses:
+            try:
+                progress.refresh()
+            except Exception:
+                pass
+
+    @classmethod
+    def register_progress(cls, progress):
+        if progress.console.is_interactive:
+            with cls.progress_ui_lock:
+                cls.active_progresses.add(progress)
+
+    @classmethod
+    def unregister_progress(cls, progress):
+        with cls.progress_ui_lock:
+            cls.active_progresses.discard(progress)
+
+    @classmethod
+    def build_log_panel(cls):
+        from rich.console import Group
+        from rich.panel import Panel
+        from rich.text import Text
+
+        with cls.progress_ui_lock:
+            lines = list(cls.progress_log_lines)
+
+        render_lines = [
+            Text(line, overflow='ellipsis', no_wrap=True)
+            for line in lines
+        ]
+        render_lines.extend(Text('') for _ in range(6 - len(render_lines)))
+        return Panel(
+            Group(*render_lines),
+            title='[bold cyan]JMComic Logs[/bold cyan]',
+            border_style='cyan',
+            height=8,
+        )
+
+    @classmethod
+    def new_rich_progress(cls, console):
+        from rich.progress import (
+            BarColumn,
+            MofNCompleteColumn,
+            Progress,
+            SpinnerColumn,
+            TaskProgressColumn,
+            TextColumn,
+            TimeElapsedColumn,
+        )
+
+        class ProgressWithLogs(Progress):
+            def get_renderables(self):
+                yield cls.build_log_panel()
+                yield from super().get_renderables()
+
+        return ProgressWithLogs(
+            SpinnerColumn(style='bright_cyan'),
+            TextColumn('{task.description}'),
+            BarColumn(
+                bar_width=28,
+                style='grey37',
+                complete_style='bright_cyan',
+                finished_style='bright_green',
+            ),
+            MofNCompleteColumn(),
+            TaskProgressColumn(),
+            TimeElapsedColumn(),
+            console=console,
+            auto_refresh=False,
+            disable=not console.is_interactive,
+        )
+
+    def refresh_progress(self):
+        if self.progress.console.is_interactive:
+            self.progress.refresh()
+
+    def print_non_interactive_summary(self, photo_id=None):
+        if self.progress.console.is_interactive:
+            return
+
+        if photo_id is not None:
+            done = self.chapter_done[photo_id]
+            total = self.chapter_total[photo_id]
+            succeeded = done == total
+            icon = '✓' if succeeded else '⚠'
+            status = '下载完成' if succeeded else '下载结束'
+            chapter_name = f'章节-{ProgressDownloader.display_id(photo_id)}'
+            self.progress.console.print(
+                f'{icon} {status}：{chapter_name}，图片 {done}/{total}'
+            )
+            return
+
+        image_done = sum(self.chapter_done.values())
+        image_total = sum(self.chapter_total.values())
+        succeeded = self.album_done == self.album_total and image_done == image_total
+        icon = '✓' if succeeded else '⚠'
+        status = '下载完成' if succeeded else '下载结束'
+        album_name = f'本子-{ProgressDownloader.display_id(self.album_id)}'
+        self.progress.console.print(
+            f'{icon} {status}：{album_name}，章节 {self.album_done}/{self.album_total}，'
+            f'图片 {image_done}/{image_total}'
+        )
+
+    def before_album(self, album):
+        super().before_album(album)
+        self.start_progress(len(album), album.id)
+
+    def start_progress(self, album_total=None, album_id=None):
+        from threading import Lock
+
+        self.progress_lock = Lock()
+        self.album_total = album_total
+        self.album_id = album_id
+        self.album_done = 0
+        self.chapter_done = {}
+        self.chapter_total = {}
+        self.chapter_tasks = {}
+        console = self.get_progress_console()
+        self.progress = self.new_rich_progress(console)
+        self.progress.start()
+        self.register_progress(self.progress)
+        self.album_task = None
+        if album_total is not None:
+            self.album_task = self.progress.add_task(
+                f'[bold magenta]本子-{self.display_id(album_id)}[/bold magenta]',
+                total=album_total,
+            )
+        self.refresh_progress()
+
+    def before_photo(self, photo):
+        super().before_photo(photo)
+        if getattr(self, 'progress', None) is None:
+            self.start_progress()
+        with self.progress_lock:
+            self.chapter_done[photo.id] = 0
+            self.chapter_total[photo.id] = len(photo)
+            self.chapter_tasks[photo.id] = self.progress.add_task(
+                f'[cyan]章节-{self.display_id(photo.id)}[/cyan]',
+                total=len(photo),
+            )
+            self.refresh_progress()
+
+    def after_image(self, image, img_save_path):
+        super().after_image(image, img_save_path)
+        photo_id = image.from_photo.id
+        with self.progress_lock:
+            self.chapter_done[photo_id] += 1
+            self.progress.advance(self.chapter_tasks[photo_id])
+            self.refresh_progress()
+
+    def after_photo(self, photo):
+        super().after_photo(photo)
+        with self.progress_lock:
+            done = self.chapter_done[photo.id]
+            succeeded = done == len(photo)
+            color = 'bold green' if succeeded else 'bold yellow'
+            icon = '✓' if succeeded else '⚠'
+            self.progress.update(
+                self.chapter_tasks[photo.id],
+                description=f'[{color}]{icon} 章节-{self.display_id(photo.id)}[/{color}]',
+            )
+            if succeeded:
+                self.album_done += 1
+                if self.album_task is not None:
+                    self.progress.advance(self.album_task)
+            self.refresh_progress()
+            if self.album_total is None:
+                self.print_non_interactive_summary(photo.id)
+
+    def after_album(self, album):
+        super().after_album(album)
+        with self.progress_lock:
+            succeeded = self.album_done == len(album)
+            color = 'bold green' if succeeded else 'bold yellow'
+            icon = '✓' if succeeded else '⚠'
+            self.progress.update(
+                self.album_task,
+                description=f'[{color}]{icon} 本子-{self.display_id(self.album_id)}[/{color}]',
+            )
+            self.refresh_progress()
+            self.print_non_interactive_summary()
+        self.stop_progress()
+
+    def stop_progress(self):
+        progress = getattr(self, 'progress', None)
+        if progress is None:
+            return
+        self.unregister_progress(progress)
+        if progress.console.is_interactive:
+            progress.stop()
+        self.progress = None
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.stop_progress()
+        return super().__exit__(exc_type, exc_val, exc_tb)
+
+
+class AsyncProgressDownloader(JmAsyncDownloader):
+
+    def start_progress(self, album_total=None, album_id=None):
+        from threading import Lock
+
+        self.progress_lock = Lock()
+        self.album_total = album_total
+        self.album_id = album_id
+        self.album_done = 0
+        self.chapter_done = {}
+        self.chapter_total = {}
+        self.chapter_tasks = {}
+        console = ProgressDownloader.get_progress_console()
+        self.progress = ProgressDownloader.new_rich_progress(console)
+        self.progress.start()
+        ProgressDownloader.register_progress(self.progress)
+        self.album_task = None
+        if album_total is not None:
+            self.album_task = self.progress.add_task(
+                f'[bold magenta]本子-{ProgressDownloader.display_id(album_id)}[/bold magenta]',
+                total=album_total,
+            )
+        ProgressDownloader.refresh_progress(self)
+
+    async def before_album(self, album):
+        await super().before_album(album)
+        self.start_progress(len(album), album.id)
+
+    async def before_photo(self, photo):
+        await super().before_photo(photo)
+        if getattr(self, 'progress', None) is None:
+            self.start_progress()
+        with self.progress_lock:
+            self.chapter_done[photo.id] = 0
+            self.chapter_total[photo.id] = len(photo)
+            self.chapter_tasks[photo.id] = self.progress.add_task(
+                f'[cyan]章节-{ProgressDownloader.display_id(photo.id)}[/cyan]',
+                total=len(photo),
+            )
+            ProgressDownloader.refresh_progress(self)
+
+    async def after_image(self, image, img_save_path):
+        await super().after_image(image, img_save_path)
+        photo_id = image.from_photo.id
+        with self.progress_lock:
+            self.chapter_done[photo_id] += 1
+            self.progress.advance(self.chapter_tasks[photo_id])
+            ProgressDownloader.refresh_progress(self)
+
+    async def after_photo(self, photo):
+        await super().after_photo(photo)
+        with self.progress_lock:
+            done = self.chapter_done[photo.id]
+            succeeded = done == len(photo)
+            color = 'bold green' if succeeded else 'bold yellow'
+            icon = '✓' if succeeded else '⚠'
+            self.progress.update(
+                self.chapter_tasks[photo.id],
+                description=f'[{color}]{icon} 章节-{ProgressDownloader.display_id(photo.id)}[/{color}]',
+            )
+            if succeeded:
+                self.album_done += 1
+                if self.album_task is not None:
+                    self.progress.advance(self.album_task)
+            ProgressDownloader.refresh_progress(self)
+            if self.album_total is None:
+                ProgressDownloader.print_non_interactive_summary(self, photo.id)
+
+    async def after_album(self, album):
+        await super().after_album(album)
+        with self.progress_lock:
+            succeeded = self.album_done == len(album)
+            color = 'bold green' if succeeded else 'bold yellow'
+            icon = '✓' if succeeded else '⚠'
+            self.progress.update(
+                self.album_task,
+                description=f'[{color}]{icon} 本子-{ProgressDownloader.display_id(self.album_id)}[/{color}]',
+            )
+            ProgressDownloader.refresh_progress(self)
+            ProgressDownloader.print_non_interactive_summary(self)
+        self.stop_progress()
+
+    def stop_progress(self):
+        progress = getattr(self, 'progress', None)
+        if progress is None:
+            return
+        ProgressDownloader.unregister_progress(progress)
+        if progress.console.is_interactive:
+            progress.stop()
+        self.progress = None
+
+    async def __aexit__(self, exc_type, exc_val, exc_tb):
+        self.stop_progress()
+        return await super().__aexit__(exc_type, exc_val, exc_tb)
+
+
+class DownloadProgressPlugin(JmOptionPlugin):
+    plugin_key = 'download_progress'
+    log_file = 'jmcomic-download.log'
+
+    @classmethod
+    def build(cls, option):
+        plugin = cls(option)
+        try:
+            import rich
+        except ImportError:
+            plugin.warning_lib_not_install('rich')
+        plugin.log_path = plugin.redirect_log_to_file()
+        return plugin
+
+    def redirect_log_to_file(self):
+        import logging
+        from pathlib import Path
+        from .jm_config import jm_logger
+
+        class ProgressLogHandler(logging.Handler):
+            def emit(self, record):
+                try:
+                    ProgressDownloader.append_progress_log(self.format(record))
+                except Exception:
+                    self.handleError(record)
+
+        log_path = Path(self.log_file).resolve()
+        formatter = logging.Formatter(
+            '%(asctime)s [%(threadName)s] [%(topic)s] '
+            '%(message)s'
+        )
+        file_handler = logging.FileHandler(log_path, encoding='utf-8')
+        file_handler.setFormatter(formatter)
+
+        for old_handler in jm_logger.handlers[:]:
+            jm_logger.removeHandler(old_handler)
+            old_handler.close()
+
+        ProgressDownloader.reset_progress_logs()
+        jm_logger.addHandler(file_handler)
+        if ProgressDownloader.get_progress_console().is_interactive:
+            progress_handler = ProgressLogHandler()
+            progress_handler.setFormatter(formatter)
+            jm_logger.addHandler(progress_handler)
+        jm_logger.setLevel(logging.INFO)
+        jm_logger.propagate = False
+        return log_path
+
+    @staticmethod
+    def print_non_interactive_notice(console, log_path):
+        from rich.panel import Panel
+
+        console.print(Panel.fit(
+            '[bold green]✓ 下载进度插件已启用[/bold green]\n\n'
+            '[cyan]显示模式[/cyan]：完成后汇总\n'
+            '[cyan]动态进度[/cyan]：请在 Terminal / PowerShell 中运行\n\n'
+            '[yellow]详细日志[/yellow]\n'
+            f'{log_path}',
+            title='[bold magenta]JMComic Progress[/bold magenta]',
+            border_style='bright_blue',
+        ))
+
+    def invoke(self):
+        from rich.panel import Panel
+
+        ProgressDownloader.use()
+        AsyncProgressDownloader.use()
+        self.log('已将默认 Downloader 替换为 ProgressDownloader')
+        self.log('已将默认 Async Downloader 替换为 AsyncProgressDownloader')
+        self.log(f'普通日志只写入文件: {self.log_path}')
+        console = ProgressDownloader.get_progress_console()
+        if console.is_interactive:
+            self.log('当前为交互终端，显示本子、章节两级彩色动态进度')
+            console.print(Panel.fit(
+                '[bold green]✓ 彩色下载进度插件已启用[/bold green]\n'
+                '[cyan]Sync[/cyan]：ProgressDownloader\n'
+                '[cyan]Async[/cyan]：AsyncProgressDownloader\n'
+                f'[yellow]详细日志[/yellow]：{self.log_path}\n'
+                '[dim]终端只显示进度，普通日志不会刷屏[/dim]',
+                title='[bold magenta]JMComic Progress[/bold magenta]',
+                border_style='bright_blue',
+            ))
+        else:
+            self.log('当前不是交互终端，关闭动态进度，只在下载结束后输出汇总')
+            self.print_non_interactive_notice(console, self.log_path)
+
+
 class AutoSetBrowserCookiesPlugin(JmOptionPlugin):
     plugin_key = 'auto_set_browser_cookies'
 
diff --git a/src/jmcomic/jm_toolkit.py b/src/jmcomic/jm_toolkit.py
index 016b4d76..79e8caf8 100644
--- a/src/jmcomic/jm_toolkit.py
+++ b/src/jmcomic/jm_toolkit.py
@@ -481,7 +481,7 @@ def _start_comment(self, attrs):
         comment = {
             'CID': (attrs.get('data-cid') or '').strip('{}'),
             'AID': None,
-            'UID': None,
+            'UID': attrs.get('data-userid') or None,
             'parent_CID': parent['CID'] if parent is not None else None,
             'content_parts': [],
             'username': None,
@@ -538,8 +538,11 @@ def handle_starttag(self, tag, attrs):
             if self._inside_class('timeline-left') and '/user/' in path:
                 username = path.split('/user/', 1)[1].split('/', 1)[0]
                 comment['username'] = unquote(username)
-            if self._inside_class('timeline-ft') and '/photo/' in path:
-                comment['AID'] = path.split('/photo/', 1)[1].split('/', 1)[0]
+            if self._inside_class('timeline-ft'):
+                if '/photo/' in path:
+                    comment['AID'] = path.split('/photo/', 1)[1].split('/', 1)[0]
+                elif '/album/' in path:
+                    comment['AID'] = path.split('/album/', 1)[1].split('/', 1)[0]
 
         if tag == 'img':
             path = urlparse(attrs.get('src') or '').path
@@ -798,7 +801,10 @@ def parse_api_to_favorite_page(cls, data: AdvancedDict, page_number: Optional[in
         return JmFavoritePage(content, folder_list, total, page_number)
 
     @classmethod
-    def parse_api_to_album_comment_page(cls, data: AdvancedDict) -> JmAlbumCommentPage:
+    def parse_api_to_album_comment_page(cls,
+                                        data: AdvancedDict,
+                                        page_number=None,
+                                        ) -> JmAlbumCommentPage:
         def parse_comment(item):
             item_data = getattr(item, 'src_dict', item) or {}
             parser = HtmlTextParser()
@@ -827,12 +833,20 @@ def parse_comment(item):
         return JmAlbumCommentPage(
             content=content,
             total=total,
+            page_number=page_number,
             raw_data=data,
         )
 
     @classmethod
-    def parse_html_to_album_comment_page(cls, data: AdvancedDict) -> JmAlbumCommentPage:
-        raw_html = data.code or ''
+    def parse_html_to_album_comment_page(cls,
+                                         data: AdvancedDict,
+                                         page_number=None,
+                                         ) -> JmAlbumCommentPage:
+        raw_html = data.get('code')
+        if raw_html is None:
+            message = data.get('message', []) or []
+            raw_html = ''.join(message) if isinstance(message, list) else message
+
         parser = CommentParser()
         parser.feed(raw_html)
         parser.close()
@@ -841,6 +855,7 @@ def parse_html_to_album_comment_page(cls, data: AdvancedDict) -> JmAlbumCommentP
         return JmAlbumCommentPage(
             content=content,
             total=None,
+            page_number=page_number,
             raw_html=raw_html,
             raw_data=data,
         )
diff --git a/tests/test_jmcomic/test_jm_async_client.py b/tests/test_jmcomic/test_jm_async_client.py
index 3746de22..62093e08 100644
--- a/tests/test_jmcomic/test_jm_async_client.py
+++ b/tests/test_jmcomic/test_jm_async_client.py
@@ -83,6 +83,8 @@ async def run():
 
             self.assertTrue(list(page_1))
             self.assertTrue(list(page_2))
+            self.assertEqual(page_1.page_number, 1)
+            self.assertEqual(page_2.page_number, 2)
             self.assertEqual(page_1.total, page_2.total)
             self.assertIsInstance(page_1.raw_data, AdvancedDict)
             self.assertGreaterEqual(page_1.comment_count, len(page_1))
@@ -91,11 +93,25 @@ async def run():
             self.assertIsInstance(comment, JmAlbumComment)
             self.assertIsInstance(comment.raw_data, AdvancedDict)
             self.assertIsInstance(comment.is_spoiler, bool)
+            self.assertIn(str(comment.comment_id), str(comment))
+            self.assertIn(comment.content, str(comment))
             self.assertTrue(all(
                 isinstance(reply, JmAlbumComment)
                 for reply in comment.replies
             ))
 
+            forum_gen = self.async_client.forum_pagination_gen(page=1)
+            forum_page_1 = await forum_gen.__anext__()
+            forum_page_2 = await forum_gen.__anext__()
+            await forum_gen.aclose()
+
+            self.assertTrue(list(forum_page_1))
+            self.assertTrue(list(forum_page_2))
+            self.assertEqual(forum_page_1.page_number, 1)
+            self.assertEqual(forum_page_2.page_number, 2)
+            self.assertGreater(forum_page_1.total, 0)
+            self.assertIsInstance(forum_page_1.raw_data, AdvancedDict)
+
         self.run_async(run())
 
     def test_async_album_pagination_without_total(self):
diff --git a/tests/test_jmcomic/test_jm_cli.py b/tests/test_jmcomic/test_jm_cli.py
index bdbd913d..2c27d7a5 100644
--- a/tests/test_jmcomic/test_jm_cli.py
+++ b/tests/test_jmcomic/test_jm_cli.py
@@ -10,12 +10,6 @@ class Test_Cli(JmTestConfigurable):
 
     album_id = '350234'
 
-    def test_cl_deprecated(self):
-        with self.assertWarnsRegex(DeprecationWarning, r'removed in version 2\.7\.4'):
-            from jmcomic.cl import JmcomicUI as DeprecatedJmcomicUI
-
-        self.assertIs(DeprecatedJmcomicUI, JmcomicUI)
-
     # ========== jmcomic 命令测试 ==========
 
     def test_jmcomic_parse_album_id(self):
diff --git a/tests/test_jmcomic/test_jm_client.py b/tests/test_jmcomic/test_jm_client.py
index 286559bf..aedc0413 100644
--- a/tests/test_jmcomic/test_jm_client.py
+++ b/tests/test_jmcomic/test_jm_client.py
@@ -258,6 +258,9 @@ def test_album_pagination(self):
         self.assertTrue(api_comments)
         self.assertTrue(list(api_page_2))
         self.assertTrue(html_comments)
+        self.assertEqual(api_page.page_number, 1)
+        self.assertEqual(api_page_2.page_number, 2)
+        self.assertEqual(html_page.page_number, 1)
         self.assertIsInstance(api_page.raw_data, AdvancedDict)
         self.assertIsInstance(html_page.raw_data, AdvancedDict)
         self.assertGreaterEqual(api_page.comment_count, len(api_page))
@@ -280,6 +283,34 @@ def test_album_pagination(self):
         self.assertIsNone(html_page_without_total.page_count)
         self.assertIsNone(html_page_2_without_total.total)
         self.assertIsNone(html_page_2_without_total.page_count)
+        self.assertEqual(html_page_without_total.page_number, 1)
+        self.assertEqual(html_page_2_without_total.page_number, 2)
+
+        api_forum_gen = api_client.forum_pagination_gen(page=1)
+        api_forum_page = next(api_forum_gen)
+        api_forum_page_2 = next(api_forum_gen)
+        api_forum_gen.close()
+
+        html_forum_gen = html_client.forum_pagination_gen(page=1, with_ad_wcm=1)
+        html_forum_page = next(html_forum_gen)
+        html_forum_page_2 = next(html_forum_gen)
+        html_forum_gen.close()
+
+        self.assertTrue(list(api_forum_page))
+        self.assertTrue(list(api_forum_page_2))
+        self.assertTrue(list(html_forum_page))
+        self.assertTrue(list(html_forum_page_2))
+        self.assertEqual(api_forum_page.page_number, 1)
+        self.assertEqual(api_forum_page_2.page_number, 2)
+        self.assertEqual(html_forum_page.page_number, 1)
+        self.assertEqual(html_forum_page_2.page_number, 2)
+        self.assertGreater(api_forum_page.total, 0)
+        self.assertIsNone(html_forum_page.total)
+        self.assertIsNone(html_forum_page.page_count)
+        self.assertIsInstance(api_forum_page.raw_data, AdvancedDict)
+        self.assertIsInstance(html_forum_page.raw_data, AdvancedDict)
+        self.assertTrue(any(comment.album_id for comment in html_forum_page))
+        self.assertTrue(any(comment.user_id for comment in html_forum_page))
 
         for comment in (api_comments[0], html_comments[0]):
             self.assertIsInstance(comment.raw_data, AdvancedDict)
@@ -287,6 +318,8 @@ def test_album_pagination(self):
             self.assertEqual(str(comment.album_id), album_id)
             self.assertIsInstance(comment.content, str)
             self.assertIsInstance(comment.is_spoiler, bool)
+            self.assertIn(str(comment.comment_id), str(comment))
+            self.assertIn(comment.content, str(comment))
 
         api_comments_by_cid = {
             str(comment.comment_id): comment
diff --git a/tests/test_jmcomic/test_jm_download_progress.py b/tests/test_jmcomic/test_jm_download_progress.py
new file mode 100644
index 00000000..5708784c
--- /dev/null
+++ b/tests/test_jmcomic/test_jm_download_progress.py
@@ -0,0 +1,494 @@
+import contextlib
+import asyncio
+import importlib.util
+import logging
+import os
+import time
+import unittest
+from io import StringIO
+from pathlib import Path
+from tempfile import TemporaryDirectory
+from unittest.mock import patch
+
+from jmcomic import (
+    AsyncProgressDownloader,
+    DownloadProgressPlugin,
+    JmAlbumDetail,
+    JmAsyncDownloader,
+    JmDownloader,
+    JmModuleConfig,
+    ProgressDownloader,
+    create_option_by_str,
+    download_album,
+    download_album_async,
+    jm_logger,
+    new_async_downloader,
+)
+from jmcomic.jm_config import setup_default_jm_logger
+
+
+PROJECT_DIR = Path(__file__).resolve().parents[2]
+DOCUMENT_FILE = PROJECT_DIR / 'assets' / 'docs' / 'sources' / 'tutorial' / '15_download_progress.md'
+PLUGIN_FILE = PROJECT_DIR / 'src' / 'jmcomic' / 'jm_plugin.py'
+DOWNLOADER_FILE = PROJECT_DIR / 'src' / 'jmcomic' / 'jm_downloader.py'
+RICH_INSTALLED = importlib.util.find_spec('rich') is not None
+
+
+def create_album(episode_list=None):
+    if episode_list is None:
+        episode_list = [('101', '1', 'chapter-1'), ('102', '2', 'chapter-2')]
+    return JmAlbumDetail(
+        album_id='123456',
+        scramble_id='220980',
+        name='album',
+        episode_list=episode_list,
+        page_count=5,
+        pub_date='',
+        update_date='',
+        likes='0',
+        views='0',
+        comment_count=0,
+        works=[],
+        actors=[],
+        authors=['author'],
+        tags=['tag'],
+    )
+
+
+class FakeClient:
+
+    image_counts = {'101': 2, '102': 3}
+
+    def __init__(self, album):
+        self.album = album
+
+    def get_album_detail(self, album_id):
+        assert str(album_id) == self.album.id
+        return self.album
+
+    def check_photo(self, photo):
+        photo.page_arr = [
+            f'{index:05}.jpg'
+            for index in range(1, self.image_counts[photo.id] + 1)
+        ]
+        photo.data_original_domain = 'cdn.example'
+        photo.data_original_query_params = 'v=1'
+
+
+class FakeAsyncClient(FakeClient):
+
+    async def setup(self):
+        pass
+
+    async def close(self):
+        pass
+
+    async def get_album_detail(self, album_id):
+        return super().get_album_detail(album_id)
+
+    async def check_photo(self, photo):
+        super().check_photo(photo)
+
+
+class Test_DownloadProgress(unittest.TestCase):
+
+    def test_progress_display_id_adds_prefix_only_once(self):
+        self.assertEqual('JM123456', ProgressDownloader.display_id('123456'))
+        self.assertEqual('JM123456', ProgressDownloader.display_id('JM123456'))
+
+    def test_downloader_use_logs_before_and_after_class(self):
+        class BeforeDownloader(JmDownloader):
+            pass
+
+        class AfterDownloader(JmDownloader):
+            pass
+
+        original_downloader = JmModuleConfig.CLASS_DOWNLOADER
+        JmModuleConfig.CLASS_DOWNLOADER = BeforeDownloader
+        try:
+            with self.assertLogs('jmcomic', level='INFO') as captured:
+                AfterDownloader.use()
+
+            output = '\n'.join(captured.output)
+            self.assertEqual('downloader.use', captured.records[0].topic)
+            self.assertIn(
+                f'{BeforeDownloader.__module__}.{BeforeDownloader.__qualname__}',
+                output,
+            )
+            self.assertIn(
+                f'{AfterDownloader.__module__}.{AfterDownloader.__qualname__}',
+                output,
+            )
+            self.assertIs(AfterDownloader, JmModuleConfig.downloader_class())
+        finally:
+            JmModuleConfig.CLASS_DOWNLOADER = original_downloader
+
+    def test_async_downloader_use_logs_and_changes_async_default(self):
+        class BeforeAsyncDownloader(JmAsyncDownloader):
+            pass
+
+        class AfterAsyncDownloader(JmAsyncDownloader):
+            pass
+
+        original_downloader = JmModuleConfig.CLASS_ASYNC_DOWNLOADER
+        JmModuleConfig.CLASS_ASYNC_DOWNLOADER = BeforeAsyncDownloader
+        try:
+            with self.assertLogs('jmcomic', level='INFO') as captured:
+                AfterAsyncDownloader.use()
+
+            output = '\n'.join(captured.output)
+            self.assertEqual('async_downloader.use', captured.records[0].topic)
+            self.assertIn(
+                f'{BeforeAsyncDownloader.__module__}.{BeforeAsyncDownloader.__qualname__}',
+                output,
+            )
+            self.assertIn(
+                f'{AfterAsyncDownloader.__module__}.{AfterAsyncDownloader.__qualname__}',
+                output,
+            )
+            self.assertIs(
+                AfterAsyncDownloader,
+                JmModuleConfig.async_downloader_class(),
+            )
+
+            with patch.object(AfterAsyncDownloader, '__init__', return_value=None):
+                downloader = new_async_downloader(option=object())
+            self.assertIsInstance(downloader, AfterAsyncDownloader)
+        finally:
+            JmModuleConfig.CLASS_ASYNC_DOWNLOADER = original_downloader
+
+    @unittest.skipUnless(RICH_INSTALLED, '需要安装 rich 才能测试彩色进度插件')
+    def test_sync_progress_is_rendered_before_download_finishes(self):
+        from rich.console import Console
+
+        album = create_album()
+        photo = album[0]
+        FakeClient(album).check_photo(photo)
+        image = photo[0]
+        ui_output = StringIO()
+        original_console = ProgressDownloader.progress_console
+        ProgressDownloader.progress_console = Console(
+            file=ui_output,
+            force_terminal=True,
+            force_interactive=True,
+            color_system='standard',
+            width=100,
+        )
+        downloader = None
+
+        try:
+            option = create_option_by_str('{}')
+            with patch.object(
+                ProgressDownloader,
+                'create_client',
+                return_value=FakeClient(album),
+            ):
+                downloader = ProgressDownloader(option)
+            downloader.before_album(album)
+            rendered_before_wait = ui_output.getvalue()
+            time.sleep(0.2)
+            self.assertEqual(rendered_before_wait, ui_output.getvalue())
+
+            downloader.before_photo(photo)
+            image.save_path = 'mock.jpg'
+            downloader.after_image(image, image.save_path)
+
+            rendered_during_download = ui_output.getvalue()
+            self.assertIn('本子-JM123456', rendered_during_download)
+            self.assertIn('章节-JM101', rendered_during_download)
+            self.assertIn('1/2', rendered_during_download)
+            self.assertNotIn('✓ 本子-JM123456', rendered_during_download)
+        finally:
+            if downloader is not None:
+                downloader.stop_progress()
+            ProgressDownloader.progress_console = original_console
+
+    @unittest.skipUnless(RICH_INSTALLED, '需要安装 rich 才能测试彩色进度插件')
+    def test_default_progress_console_respects_non_interactive_output(self):
+        original_console = ProgressDownloader.progress_console
+        ProgressDownloader.progress_console = None
+        try:
+            with patch('sys.stdout', StringIO()):
+                console = ProgressDownloader.get_progress_console()
+            self.assertFalse(console.is_terminal)
+            self.assertFalse(console.is_interactive)
+        finally:
+            ProgressDownloader.progress_console = original_console
+
+    @unittest.skipUnless(RICH_INSTALLED, '需要安装 rich 才能测试彩色进度插件')
+    def test_non_interactive_notice_has_stable_text_layout(self):
+        from rich.console import Console
+
+        ui_output = StringIO()
+        console = Console(
+            file=ui_output,
+            force_terminal=False,
+            force_interactive=False,
+            width=80,
+        )
+        log_path = Path('downloads') / DownloadProgressPlugin.log_file
+        DownloadProgressPlugin.print_non_interactive_notice(
+            console,
+            log_path,
+        )
+
+        rendered = ui_output.getvalue()
+        lines = rendered.splitlines()
+        self.assertTrue(lines[0].startswith('┌'))
+        self.assertTrue(lines[-1].startswith('└'))
+        self.assertTrue(any('✓ 下载进度插件已启用' in line for line in lines))
+        self.assertTrue(any('显示模式：完成后汇总' in line for line in lines))
+        self.assertTrue(any(
+            '动态进度：请在 Terminal / PowerShell 中运行' in line
+            for line in lines
+        ))
+        self.assertTrue(any(line.strip(' │') == '详细日志' for line in lines))
+        self.assertTrue(any(
+            str(log_path) in line
+            for line in lines
+        ))
+
+    @unittest.skipUnless(RICH_INSTALLED, '需要安装 rich 才能测试彩色进度插件')
+    def test_log_panel_keeps_latest_six_lines(self):
+        from rich.console import Console
+
+        ui_output = StringIO()
+        console = Console(
+            file=ui_output,
+            force_terminal=False,
+            force_interactive=False,
+            width=100,
+        )
+        ProgressDownloader.reset_progress_logs()
+        try:
+            for index in range(8):
+                ProgressDownloader.append_progress_log(f'log-{index}')
+            console.print(ProgressDownloader.build_log_panel())
+        finally:
+            ProgressDownloader.reset_progress_logs()
+
+        rendered = ui_output.getvalue()
+        self.assertIn('JMComic Logs', rendered)
+        self.assertNotIn('log-0', rendered)
+        self.assertNotIn('log-1', rendered)
+        for index in range(2, 8):
+            self.assertIn(f'log-{index}', rendered)
+
+    @unittest.skipUnless(RICH_INSTALLED, '需要安装 rich 才能测试彩色进度插件')
+    def test_non_interactive_progress_only_prints_final_summary(self):
+        from rich.console import Console
+
+        album = create_album([('101', '1', 'chapter-1')])
+        photo = album[0]
+        FakeClient(album).check_photo(photo)
+        image = photo[0]
+        ui_output = StringIO()
+        original_console = ProgressDownloader.progress_console
+        ProgressDownloader.progress_console = Console(
+            file=ui_output,
+            force_terminal=False,
+            force_interactive=False,
+            width=100,
+        )
+        downloader = None
+
+        try:
+            option = create_option_by_str('{}')
+            with patch.object(
+                ProgressDownloader,
+                'create_client',
+                return_value=FakeClient(album),
+            ):
+                downloader = ProgressDownloader(option)
+            downloader.before_album(album)
+            downloader.before_photo(photo)
+            self.assertEqual('', ui_output.getvalue())
+
+            image.save_path = 'mock.jpg'
+            downloader.after_image(image, image.save_path)
+            self.assertEqual('', ui_output.getvalue())
+
+            second_image = photo[1]
+            second_image.save_path = 'mock-2.jpg'
+            downloader.after_image(second_image, second_image.save_path)
+            downloader.after_photo(photo)
+            self.assertEqual('', ui_output.getvalue())
+
+            downloader.after_album(album)
+            self.assertEqual(
+                '✓ 下载完成：本子-JM123456，章节 1/1，图片 2/2\n',
+                ui_output.getvalue(),
+            )
+        finally:
+            if downloader is not None:
+                downloader.stop_progress()
+            ProgressDownloader.progress_console = original_console
+
+    @unittest.skipUnless(RICH_INSTALLED, '需要安装 rich 才能测试彩色进度插件')
+    def test_plugin_uses_real_scheduler_without_stdout_or_image_io(self):
+        from rich.console import Console
+
+        album = create_album()
+        ui_output = StringIO()
+        stdout_output = StringIO()
+        original_console = ProgressDownloader.progress_console
+        original_downloader = JmModuleConfig.CLASS_DOWNLOADER
+        original_async_downloader = JmModuleConfig.CLASS_ASYNC_DOWNLOADER
+        ProgressDownloader.progress_console = Console(
+            file=ui_output,
+            force_terminal=True,
+            force_interactive=True,
+            color_system='standard',
+            width=100,
+        )
+
+        def fake_create_client(_downloader):
+            return FakeClient(album)
+
+        def fake_download_image(downloader, image):
+            image.save_path = str(Path.cwd() / image.filename)
+            downloader.before_image(image, image.save_path)
+            downloader.after_image(image, image.save_path)
+
+        try:
+            with TemporaryDirectory() as temp_dir:
+                previous_cwd = os.getcwd()
+                os.chdir(temp_dir)
+                try:
+                    with patch.object(ProgressDownloader, 'create_client', fake_create_client), \
+                         patch.object(ProgressDownloader, 'download_by_image_detail', fake_download_image), \
+                         contextlib.redirect_stdout(stdout_output):
+                        option = create_option_by_str('''
+plugins:
+  after_init:
+    - plugin: download_progress
+''')
+                        download_album('123456', option)
+
+                    for handler in jm_logger.handlers:
+                        handler.flush()
+
+                    log_text = Path('jmcomic-download.log').read_text(encoding='utf-8')
+                    self.assertIn('已将默认 Downloader 替换为 ProgressDownloader', log_text)
+                    self.assertIn('album.before', log_text)
+                    self.assertIn('image.after', log_text)
+                    self.assertIn('album.after', log_text)
+                    self.assertNotIn(' INFO:', log_text)
+                    self.assertEqual(
+                        1,
+                        sum(
+                            isinstance(handler, logging.FileHandler)
+                            for handler in jm_logger.handlers
+                        ),
+                    )
+                    self.assertEqual(2, len(jm_logger.handlers))
+                finally:
+                    for handler in jm_logger.handlers[:]:
+                        jm_logger.removeHandler(handler)
+                        handler.close()
+                    os.chdir(previous_cwd)
+        finally:
+            ProgressDownloader.progress_console = original_console
+            JmModuleConfig.CLASS_DOWNLOADER = original_downloader
+            JmModuleConfig.CLASS_ASYNC_DOWNLOADER = original_async_downloader
+            setup_default_jm_logger()
+
+        rendered = ui_output.getvalue()
+        self.assertEqual('', stdout_output.getvalue())
+        self.assertIn('\x1b[', rendered)
+        self.assertIn('彩色下载进度插件已启用', rendered)
+        self.assertIn('JMComic Logs', rendered)
+        self.assertIn('album.before', rendered)
+        self.assertIn('章节-JM101', rendered)
+        self.assertIn('章节-JM102', rendered)
+        self.assertIn('✓ 本子-JM123456', rendered)
+
+    @unittest.skipUnless(RICH_INSTALLED, '需要安装 rich 才能测试彩色进度插件')
+    def test_plugin_supports_real_async_scheduler_without_network_or_image_io(self):
+        from rich.console import Console
+
+        album = create_album()
+        ui_output = StringIO()
+        stdout_output = StringIO()
+        original_console = ProgressDownloader.progress_console
+        original_downloader = JmModuleConfig.CLASS_DOWNLOADER
+        original_async_downloader = JmModuleConfig.CLASS_ASYNC_DOWNLOADER
+        ProgressDownloader.progress_console = Console(
+            file=ui_output,
+            force_terminal=False,
+            force_interactive=False,
+            width=100,
+        )
+
+        async def fake_download_image(downloader, image):
+            image.save_path = str(Path.cwd() / image.filename)
+            await downloader.before_image(image, image.save_path)
+            await downloader.after_image(image, image.save_path)
+
+        try:
+            with TemporaryDirectory() as temp_dir:
+                previous_cwd = os.getcwd()
+                os.chdir(temp_dir)
+                try:
+                    with contextlib.redirect_stdout(stdout_output):
+                        option = create_option_by_str('''
+plugins:
+  after_init:
+    - plugin: download_progress
+''')
+                        with patch.object(
+                            option,
+                            'new_jm_async_client',
+                            return_value=FakeAsyncClient(album),
+                        ), patch.object(
+                            AsyncProgressDownloader,
+                            '_download_single_image',
+                            fake_download_image,
+                        ):
+                            asyncio.run(download_album_async('123456', option))
+
+                    for handler in jm_logger.handlers:
+                        handler.flush()
+
+                    log_text = Path('jmcomic-download.log').read_text(encoding='utf-8')
+                    self.assertIn(
+                        '已将默认 Async Downloader 替换为 AsyncProgressDownloader',
+                        log_text,
+                    )
+                    self.assertIn('album.before', log_text)
+                    self.assertIn('image.after', log_text)
+                    self.assertIn('album.after', log_text)
+                finally:
+                    for handler in jm_logger.handlers[:]:
+                        jm_logger.removeHandler(handler)
+                        handler.close()
+                    os.chdir(previous_cwd)
+        finally:
+            ProgressDownloader.progress_console = original_console
+            JmModuleConfig.CLASS_DOWNLOADER = original_downloader
+            JmModuleConfig.CLASS_ASYNC_DOWNLOADER = original_async_downloader
+            setup_default_jm_logger()
+
+        rendered = ui_output.getvalue()
+        self.assertEqual('', stdout_output.getvalue())
+        self.assertIn('显示模式：完成后汇总', rendered)
+        self.assertIn('动态进度：请在 Terminal / PowerShell 中运行', rendered)
+        self.assertIn('详细日志', rendered)
+        self.assertIn('✓ 下载完成：本子-JM123456，章节 2/2，图片 5/5', rendered)
+
+    def test_plugin_is_registered_and_documentation_only_shows_usage(self):
+        document = DOCUMENT_FILE.read_text(encoding='utf-8')
+        self.assertIs(
+            DownloadProgressPlugin,
+            JmModuleConfig.REGISTRY_PLUGIN['download_progress'],
+        )
+        self.assertIn('plugin: download_progress', document)
+        self.assertIn('download_album_async', document)
+        self.assertNotIn('class ProgressDownloader', document)
+        self.assertNotIn('class DownloadProgressPlugin', document)
+        self.assertIn('class ProgressDownloader', PLUGIN_FILE.read_text(encoding='utf-8'))
+        self.assertNotIn('class ProgressDownloader', DOWNLOADER_FILE.read_text(encoding='utf-8'))
+
+
+if __name__ == '__main__':
+    unittest.main()

From a54a3f31982d9e48f5356abee1b22522c34477f5 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Mon, 10 Aug 2026 01:51:50 +0800
Subject: [PATCH 14/19] docs: improve GitHub Actions tutorial image

---
 .../images/github_actions_tutorial.jpg        | Bin 580045 -> 1239863 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/assets/docs/sources/images/github_actions_tutorial.jpg b/assets/docs/sources/images/github_actions_tutorial.jpg
index 88bc25064de2b9b3107575d653714220b5aed276..d325f0af131aa4c605a9aa91ace0f7f22db08b8e 100644
GIT binary patch
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From bb7dd2a373ce94232e51d63bc2eb5173e5f7b544 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Mon, 10 Aug 2026 11:26:31 +0800
Subject: [PATCH 15/19] feat: enable CLI download progress by default

---
 .github/requirements-dev.txt                  |  1 +
 CHANGELOG.md                                  |  2 +-
 README.md                                     | 10 ++++
 .../sources/tutorial/15_download_progress.md  |  2 +-
 src/jmcomic/cli.py                            | 41 +++++++++++---
 src/jmcomic/jm_plugin.py                      |  1 -
 tests/test_jmcomic/test_jm_cli.py             | 53 ++++++++++++++++++-
 .../test_jmcomic/test_jm_download_progress.py | 23 ++++++++
 8 files changed, 123 insertions(+), 10 deletions(-)

diff --git a/.github/requirements-dev.txt b/.github/requirements-dev.txt
index f079b387..223e02fa 100644
--- a/.github/requirements-dev.txt
+++ b/.github/requirements-dev.txt
@@ -5,6 +5,7 @@ Pillow
 psutil
 pycryptodome
 requests
+rich
 jm-view-server
 zhconv
 img2pdf
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6652691a..447fcf9f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,7 +12,7 @@
 本次更新让同步和异步下载进度更直观、下载结果更易处理，还可以分页浏览全站评论并直接获取当前页码。
 
 ### Added
-- 新增 `download_progress` 插件：同步和异步下载在交互终端中固定展示最近 6 条日志，并在下方显示彩色的本子、章节两级进度；IDE 运行面板等不支持动态界面的环境只在结束后输出汇总；完整日志写入文件且不再重复输出 `INFO` 字段，启用前需额外安装 `rich`。
+- 新增 `download_progress` 插件：`jmcomic` 命令安装 `rich` 后默认启用，可通过 `--no-progress` 关闭自动启用；同步和异步下载在交互终端中固定展示最近 6 条日志，并在下方显示彩色的本子、章节两级进度；IDE 运行面板等不支持动态界面的环境只在结束后输出汇总；完整日志写入文件且不再重复输出 `INFO` 字段。
 
 ![download_progress 插件效果](https://raw.githubusercontent.com/hect0x7/JMComic-Crawler-Python/v2.7.4/assets/docs/sources/images/download_progress_terminal.png)
 
diff --git a/README.md b/README.md
index eebf0bbc..df0dfd41 100644
--- a/README.md
+++ b/README.md
@@ -138,6 +138,16 @@ jmcomic 123
 jmcomic 123 p456
 ```
 
+安装 `rich` 后，`jmcomic` 命令会默认显示本子和章节下载进度：
+
+```sh
+pip install rich
+```
+
+![jmcomic 命令行下载进度](./assets/docs/sources/images/download_progress_terminal.png)
+
+不想显示进度条时，可以使用 `jmcomic 123 --no-progress`。没有安装 `rich` 时会自动使用普通日志。
+
 命令行模式也支持自定义option，你可以使用环境变量或者命令行参数：
 
 a. 通过命令行--option参数指定option文件路径
diff --git a/assets/docs/sources/tutorial/15_download_progress.md b/assets/docs/sources/tutorial/15_download_progress.md
index e89ac3d8..ed1ea36e 100644
--- a/assets/docs/sources/tutorial/15_download_progress.md
+++ b/assets/docs/sources/tutorial/15_download_progress.md
@@ -6,7 +6,7 @@
 
 ![下载进度插件的终端效果](../images/download_progress_terminal.png)
 
-你只需要配置一个插件即可开启：`download_progress`，不需要自己编写插件或修改下载代码。
+使用 `jmcomic` 命令下载时，安装 `rich` 后会自动开启进度条；使用 `--no-progress` 可以关闭自动启用。通过 Python API 下载时，配置 `download_progress` 插件即可开启。
 
 插件会自动完成这些工作：
 
diff --git a/src/jmcomic/cli.py b/src/jmcomic/cli.py
index 0e9aec6e..2641392e 100644
--- a/src/jmcomic/cli.py
+++ b/src/jmcomic/cli.py
@@ -12,6 +12,7 @@
   $ jmv abc123141 --option="D:/option.yml"
 
 """
+import importlib.util
 import os.path
 from typing import List, Optional
 
@@ -29,6 +30,7 @@ class JmcomicUI:
 
     def __init__(self) -> None:
         self.option_path: Optional[str] = None
+        self.progress_enabled = True
         self.raw_id_list: List[str] = []
         self.album_id_list: List[str] = []
         self.photo_id_list: List[str] = []
@@ -50,8 +52,15 @@ def parse_arg(self):
             type=str,
             default=get_env('JM_OPTION_PATH', ''),
         )
+        parser.add_argument(
+            '--no-progress',
+            action='store_false',
+            dest='progress_enabled',
+            help='do not automatically enable the download progress plugin',
+        )
 
         args = parser.parse_args()
+        self.progress_enabled = args.progress_enabled
         option = args.option
         if len(option) == 0 or option == "''":
             self.option_path = None
@@ -82,6 +91,14 @@ def parse(text):
 
     def main(self):
         self.parse_arg()
+        from .api import create_option, JmOption
+        if self.option_path is not None:
+            option = create_option(self.option_path)
+        else:
+            option = JmOption.default()
+
+        self.enable_download_progress(option)
+
         from .api import jm_log
         jm_log('command_line',
                f'start downloading...\n'
@@ -90,14 +107,26 @@ def main(self):
                f'- album: {self.album_id_list}\n'
                f'- photo: {self.photo_id_list}')
 
-        from .api import create_option, JmOption
-        if self.option_path is not None:
-            option = create_option(self.option_path)
-        else:
-            option = JmOption.default()
-
         self.run(option)
 
+    def enable_download_progress(self, option):
+        if not self.progress_enabled or self.option_has_download_progress(option):
+            return
+
+        if importlib.util.find_spec('rich') is None:
+            from .jm_config import jm_log
+            jm_log('command_line.progress',
+                   '未安装 rich，继续使用普通日志。如需显示下载进度，请执行：pip install rich')
+            return
+
+        from .jm_plugin import DownloadProgressPlugin
+        DownloadProgressPlugin.build(option).invoke()
+
+    @staticmethod
+    def option_has_download_progress(option):
+        plugin_list = option.plugins.get('after_init', []) or []
+        return any(plugin.get('plugin') == 'download_progress' for plugin in plugin_list)
+
     def run(self, option):
         from .api import download_album, download_photo
         from common import MultiTaskLauncher
diff --git a/src/jmcomic/jm_plugin.py b/src/jmcomic/jm_plugin.py
index dfead97e..91cf3a3a 100644
--- a/src/jmcomic/jm_plugin.py
+++ b/src/jmcomic/jm_plugin.py
@@ -953,7 +953,6 @@ def emit(self, record):
 
         for old_handler in jm_logger.handlers[:]:
             jm_logger.removeHandler(old_handler)
-            old_handler.close()
 
         ProgressDownloader.reset_progress_logs()
         jm_logger.addHandler(file_handler)
diff --git a/tests/test_jmcomic/test_jm_cli.py b/tests/test_jmcomic/test_jm_cli.py
index 2c27d7a5..8ba01d73 100644
--- a/tests/test_jmcomic/test_jm_cli.py
+++ b/tests/test_jmcomic/test_jm_cli.py
@@ -1,6 +1,7 @@
 from test_jmcomic import *
 from io import StringIO
-from unittest.mock import patch
+from types import SimpleNamespace
+from unittest.mock import MagicMock, patch
 
 from jmcomic.cli import JmcomicUI, JmViewUI
 
@@ -12,6 +13,56 @@ class Test_Cli(JmTestConfigurable):
 
     # ========== jmcomic 命令测试 ==========
 
+    def test_jmcomic_progress_enabled_by_default(self):
+        ui = JmcomicUI()
+        with patch('sys.argv', ['jmcomic', self.album_id]):
+            ui.parse_arg()
+
+        self.assertTrue(ui.progress_enabled)
+
+    def test_jmcomic_no_progress_arg(self):
+        ui = JmcomicUI()
+        with patch('sys.argv', ['jmcomic', self.album_id, '--no-progress']):
+            ui.parse_arg()
+
+        self.assertFalse(ui.progress_enabled)
+
+    def test_jmcomic_enable_download_progress(self):
+        ui = JmcomicUI()
+        option = SimpleNamespace(plugins={})
+        plugin = MagicMock()
+
+        with patch('jmcomic.cli.importlib.util.find_spec', return_value=object()), \
+                patch('jmcomic.jm_plugin.DownloadProgressPlugin.build', return_value=plugin) as build:
+            ui.enable_download_progress(option)
+
+        build.assert_called_once_with(option)
+        plugin.invoke.assert_called_once_with()
+
+    def test_jmcomic_does_not_enable_progress_twice(self):
+        ui = JmcomicUI()
+        option = SimpleNamespace(plugins={
+            'after_init': [{'plugin': 'download_progress'}]
+        })
+
+        with patch('jmcomic.jm_plugin.DownloadProgressPlugin.build') as build:
+            ui.enable_download_progress(option)
+
+        build.assert_not_called()
+
+    def test_jmcomic_falls_back_without_rich(self):
+        ui = JmcomicUI()
+        option = SimpleNamespace(plugins={})
+
+        with patch('jmcomic.cli.importlib.util.find_spec', return_value=None), \
+                patch('jmcomic.jm_config.jm_log') as jm_log:
+            ui.enable_download_progress(option)
+
+        jm_log.assert_called_once_with(
+            'command_line.progress',
+            '未安装 rich，继续使用普通日志。如需显示下载进度，请执行：pip install rich'
+        )
+
     def test_jmcomic_parse_album_id(self):
         """jmcomic 解析 album id"""
         ui = JmcomicUI()
diff --git a/tests/test_jmcomic/test_jm_download_progress.py b/tests/test_jmcomic/test_jm_download_progress.py
index 5708784c..090c89c7 100644
--- a/tests/test_jmcomic/test_jm_download_progress.py
+++ b/tests/test_jmcomic/test_jm_download_progress.py
@@ -324,6 +324,29 @@ def test_non_interactive_progress_only_prints_final_summary(self):
                 downloader.stop_progress()
             ProgressDownloader.progress_console = original_console
 
+    @unittest.skipUnless(RICH_INSTALLED, '需要安装 rich 才能测试彩色进度插件')
+    def test_plugin_does_not_close_external_log_handlers(self):
+        original_handlers = jm_logger.handlers[:]
+        external_handler = logging.Handler()
+        jm_logger.handlers[:] = [external_handler]
+
+        try:
+            with TemporaryDirectory() as temp_dir:
+                previous_cwd = os.getcwd()
+                os.chdir(temp_dir)
+                try:
+                    DownloadProgressPlugin(object()).redirect_log_to_file()
+                    self.assertNotIn(external_handler, jm_logger.handlers)
+                    self.assertFalse(external_handler._closed)
+                finally:
+                    for handler in jm_logger.handlers[:]:
+                        jm_logger.removeHandler(handler)
+                        handler.close()
+                    os.chdir(previous_cwd)
+        finally:
+            jm_logger.handlers[:] = original_handlers
+            external_handler.close()
+
     @unittest.skipUnless(RICH_INSTALLED, '需要安装 rich 才能测试彩色进度插件')
     def test_plugin_uses_real_scheduler_without_stdout_or_image_io(self):
         from rich.console import Console

From 84b5df356749ab994e000b36219f05e115ef5b49 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Mon, 10 Aug 2026 12:57:11 +0800
Subject: [PATCH 16/19] fix: parse HTML comment user IDs correctly

---
 src/jmcomic/jm_toolkit.py                     |  6 +++-
 tests/test_jmcomic/test_jm_client.py          | 28 +++++++++++++++++++
 .../test_jmcomic/test_jm_download_progress.py |  4 +--
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/jmcomic/jm_toolkit.py b/src/jmcomic/jm_toolkit.py
index 79e8caf8..6dc8101e 100644
--- a/src/jmcomic/jm_toolkit.py
+++ b/src/jmcomic/jm_toolkit.py
@@ -547,9 +547,13 @@ def handle_starttag(self, tag, attrs):
         if tag == 'img':
             path = urlparse(attrs.get('src') or '').path
             if self._inside_class('timeline-left') and '/media/users/' in path:
+                explicit_user_id = attrs.get('data-userid')
+                if explicit_user_id:
+                    comment['UID'] = explicit_user_id
+
                 filename = path.split('/media/users/', 1)[1].split('/', 1)[0]
                 user_id = filename.rsplit('.', 1)[0]
-                if user_id.isdigit():
+                if comment['UID'] is None and user_id.isdigit():
                     comment['UID'] = user_id
 
         if tag in self.void_elements:
diff --git a/tests/test_jmcomic/test_jm_client.py b/tests/test_jmcomic/test_jm_client.py
index aedc0413..a529cb4b 100644
--- a/tests/test_jmcomic/test_jm_client.py
+++ b/tests/test_jmcomic/test_jm_client.py
@@ -399,6 +399,34 @@ def test_album_pagination(self):
 
         self.assertTrue(checked_reply, 'API/HTML 前 5 页没有可对照的回评')
 
+    def test_html_forum_comment_id_parsing(self):
+        page = JmPageTool.parse_html_to_album_comment_page(AdvancedDict({
+            'code': '''
+                <div class="timeline" data-cid="100">
+                    <div class="timeline-left">
+                        <a href="/user/test-user">
+                            <img class="timeline-avatar" data-userid="200" src="/media/users/999.jpg">
+                        </a>
+                    </div>
+                    <div class="timeline-content">first comment</div>
+                    <div class="timeline-ft"><a href="/photo/300/">photo</a></div>
+                </div>
+                <div class="timeline" data-cid="101">
+                    <div class="timeline-left">
+                        <a href="/user/other-user"><img src="/media/users/201.jpg"></a>
+                    </div>
+                    <div class="timeline-content">second comment</div>
+                    <div class="timeline-ft"><a href="/album/301/">album</a></div>
+                </div>
+            ''',
+        }), page_number=1)
+
+        self.assertEqual(page.page_number, 1)
+        self.assertEqual(page[0].user_id, '200')
+        self.assertEqual(page[0].album_id, '300')
+        self.assertEqual(page[1].user_id, '201')
+        self.assertEqual(page[1].album_id, '301')
+
     def test_get_detail(self):
         client = self.client
 
diff --git a/tests/test_jmcomic/test_jm_download_progress.py b/tests/test_jmcomic/test_jm_download_progress.py
index 090c89c7..071be908 100644
--- a/tests/test_jmcomic/test_jm_download_progress.py
+++ b/tests/test_jmcomic/test_jm_download_progress.py
@@ -234,8 +234,8 @@ def test_non_interactive_notice_has_stable_text_layout(self):
 
         rendered = ui_output.getvalue()
         lines = rendered.splitlines()
-        self.assertTrue(lines[0].startswith('┌'))
-        self.assertTrue(lines[-1].startswith('└'))
+        self.assertEqual(len(lines), 9)
+        self.assertIn('JMComic Progress', lines[0])
         self.assertTrue(any('✓ 下载进度插件已启用' in line for line in lines))
         self.assertTrue(any('显示模式：完成后汇总' in line for line in lines))
         self.assertTrue(any(

From 740f62c3e345e278635807dc4f23a36a77d12fc0 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Mon, 10 Aug 2026 13:02:18 +0800
Subject: [PATCH 17/19] test: support Python 3.9 logging handlers

---
 tests/test_jmcomic/test_jm_download_progress.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/tests/test_jmcomic/test_jm_download_progress.py b/tests/test_jmcomic/test_jm_download_progress.py
index 071be908..dbe35bdf 100644
--- a/tests/test_jmcomic/test_jm_download_progress.py
+++ b/tests/test_jmcomic/test_jm_download_progress.py
@@ -335,9 +335,14 @@ def test_plugin_does_not_close_external_log_handlers(self):
                 previous_cwd = os.getcwd()
                 os.chdir(temp_dir)
                 try:
-                    DownloadProgressPlugin(object()).redirect_log_to_file()
-                    self.assertNotIn(external_handler, jm_logger.handlers)
-                    self.assertFalse(external_handler._closed)
+                    with patch.object(
+                        external_handler,
+                        'close',
+                        wraps=external_handler.close,
+                    ) as close_handler:
+                        DownloadProgressPlugin(object()).redirect_log_to_file()
+                        self.assertNotIn(external_handler, jm_logger.handlers)
+                        close_handler.assert_not_called()
                 finally:
                     for handler in jm_logger.handlers[:]:
                         jm_logger.removeHandler(handler)

From 046149e4b29941d6341fb6cb731d8453c33319cd Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:26:22 +0800
Subject: [PATCH 18/19] fix: preserve comment page compatibility

---
 src/jmcomic/jm_entity.py                        | 3 ++-
 tests/test_jmcomic/test_jm_client.py            | 5 +++++
 tests/test_jmcomic/test_jm_download_progress.py | 1 -
 3 files changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/jmcomic/jm_entity.py b/src/jmcomic/jm_entity.py
index a528851f..15dfc4bf 100644
--- a/src/jmcomic/jm_entity.py
+++ b/src/jmcomic/jm_entity.py
@@ -720,9 +720,10 @@ class JmAlbumCommentPage(JmBaseEntity, IndexedEntity):
     def __init__(self,
                  content: List[JmAlbumComment],
                  total: Optional[int] = None,
-                 page_number: Optional[int] = None,
                  raw_html: Optional[str] = None,
                  raw_data=None,
+                 *,
+                 page_number: Optional[int] = None,
                  ):
         self.content = content
         self.total = total
diff --git a/tests/test_jmcomic/test_jm_client.py b/tests/test_jmcomic/test_jm_client.py
index a529cb4b..e84814dc 100644
--- a/tests/test_jmcomic/test_jm_client.py
+++ b/tests/test_jmcomic/test_jm_client.py
@@ -551,6 +551,11 @@ def test_page_number(self):
         self.assertEqual(favorite_page.page_number, 4)
         self.assertEqual(single_album_page.page_number, 5)
 
+        comment_page = JmAlbumCommentPage([], 1, '<html>', {'code': 'ok'}, page_number=6)
+        self.assertEqual(comment_page.raw_html, '<html>')
+        self.assertEqual(comment_page.raw_data.code, 'ok')
+        self.assertEqual(comment_page.page_number, 6)
+
     def test_page_number_in_sync_generator(self):
         def get_page(page):
             return JmSearchPage([], 100, page)
diff --git a/tests/test_jmcomic/test_jm_download_progress.py b/tests/test_jmcomic/test_jm_download_progress.py
index dbe35bdf..4e95d40f 100644
--- a/tests/test_jmcomic/test_jm_download_progress.py
+++ b/tests/test_jmcomic/test_jm_download_progress.py
@@ -234,7 +234,6 @@ def test_non_interactive_notice_has_stable_text_layout(self):
 
         rendered = ui_output.getvalue()
         lines = rendered.splitlines()
-        self.assertEqual(len(lines), 9)
         self.assertIn('JMComic Progress', lines[0])
         self.assertTrue(any('✓ 下载进度插件已启用' in line for line in lines))
         self.assertTrue(any('显示模式：完成后汇总' in line for line in lines))

From 3b258df6a65d87fe75fe0053f06b8643f624efe7 Mon Sep 17 00:00:00 2001
From: hect0x7 <93357912+hect0x7@users.noreply.github.com>
Date: Tue, 11 Aug 2026 00:52:26 +0800
Subject: [PATCH 19/19] fix: refine comment pagination and progress notice

---
 CHANGELOG.md                                  |  2 +
 src/jmcomic/cli.py                            | 16 +++++---
 src/jmcomic/jm_client_interface.py            | 38 +++++++++++++------
 src/jmcomic/jm_plugin.py                      | 19 ++++++++--
 tests/test_jmcomic/test_jm_cli.py             | 22 +++++++++++
 .../test_jmcomic/test_jm_download_progress.py |  6 ++-
 6 files changed, 83 insertions(+), 20 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 447fcf9f..b5e8e9b8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -31,6 +31,8 @@
 - 详情缓存返回独立干净副本，避免下载路径、耗时等状态污染后续缓存结果。
 - `JmAlbumComment` 新增可读的字符串输出，支持直接打印评论。
 - 完善 HTML 评论解析，补齐全站评论中的本子 ID 和用户 ID。
+- 全站评论生成器分别使用 API 总页数和 HTML 重复页判断结束，避免两类响应混用同一停止条件。
+- 使用 `--no-progress` 但 Option 已配置 `download_progress` 时，在固定启动面板中显示冲突提醒。
 - GitHub Release 改为从对应版本的 `CHANGELOG.md` 生成发布说明，并支持手动触发发布流程。
 - 重写下载返回值与异步下载文档，统一使用同时兼容 GitHub 和 MkDocs 的提示及折叠语法。
 - 综合插件示例并入插件教程，移除使用价值较低的“模块自定义”教程，并将日志接管方式迁移到日志教程。
diff --git a/src/jmcomic/cli.py b/src/jmcomic/cli.py
index 2641392e..ad1871db 100644
--- a/src/jmcomic/cli.py
+++ b/src/jmcomic/cli.py
@@ -92,10 +92,12 @@ def parse(text):
     def main(self):
         self.parse_arg()
         from .api import create_option, JmOption
-        if self.option_path is not None:
-            option = create_option(self.option_path)
-        else:
-            option = JmOption.default()
+        from .jm_task_context import jm_task_context
+        with jm_task_context(cli_no_progress=not self.progress_enabled):
+            if self.option_path is not None:
+                option = create_option(self.option_path)
+            else:
+                option = JmOption.default()
 
         self.enable_download_progress(option)
 
@@ -110,7 +112,11 @@ def main(self):
         self.run(option)
 
     def enable_download_progress(self, option):
-        if not self.progress_enabled or self.option_has_download_progress(option):
+        option_enabled = self.option_has_download_progress(option)
+        if not self.progress_enabled:
+            return
+
+        if option_enabled:
             return
 
         if importlib.util.find_spec('rich') is None:
diff --git a/src/jmcomic/jm_client_interface.py b/src/jmcomic/jm_client_interface.py
index 04bc11a0..0c08347a 100644
--- a/src/jmcomic/jm_client_interface.py
+++ b/src/jmcomic/jm_client_interface.py
@@ -662,11 +662,14 @@ def album_pagination_gen(self,
             if comment_page.page_count is not None:
                 if page >= comment_page.page_count:
                     break
-            elif not any(
-                int(match.group(1)) == page + 1
-                for match in JmcomicText.pattern_html_comment_next_page.finditer(comment_page.raw_html or '')
-            ):
-                break
+            else:
+                # HTML 响应没有评论总数，通过分页按钮中是否存在下一页判断是否继续。
+                has_next_page = any(
+                    int(match.group(1)) == page + 1
+                    for match in JmcomicText.pattern_html_comment_next_page.finditer(comment_page.raw_html or '')
+                )
+                if not has_next_page:
+                    break
 
             page += 1
 
@@ -675,6 +678,7 @@ def forum_pagination_gen(self,
                              with_ad_wcm=1,
                              ) -> Generator[JmAlbumCommentPage, None, None]:
         """逐页获取全站评论；HTML 客户端遇到服务端重复返回的末页时停止。"""
+        # 仅供 HTML 客户端使用；API 客户端通过 total 计算 page_count。
         previous_comment_ids = None
         while True:
             comment_page = self.forum_pagination(
@@ -682,15 +686,23 @@ def forum_pagination_gen(self,
                 with_ad_wcm=with_ad_wcm,
             )
             comment_ids = tuple(comment.comment_id for comment in comment_page)
-            if not comment_ids or comment_ids == previous_comment_ids:
+            if not comment_ids:
+                break
+
+            # HTML 响应没有 total/has_more，只能通过重复页识别末页。
+            if comment_page.page_count is None and comment_ids == previous_comment_ids:
                 break
 
             yield comment_page
 
-            if comment_page.page_count is not None and page >= comment_page.page_count:
-                break
+            if comment_page.page_count is not None:
+                # API 响应包含 total，page_count 可直接判断末页。
+                if page >= comment_page.page_count:
+                    break
+            else:
+                # HTML 客户端保存本页 ID，供下一次请求检测重复页。
+                previous_comment_ids = comment_ids
 
-            previous_comment_ids = comment_ids
             page += 1
 
     def search_gen(self,
@@ -1112,7 +1124,8 @@ async def forum_pagination_gen(self,
                                    page=1,
                                    with_ad_wcm=1,
                                    ):
-        """异步逐页获取全站评论。"""
+        """异步逐页获取全站评论；异步客户端当前只有 API 实现。"""
+        # API 正常通过 total 计算 page_count；保存上一页 ID 仅用于异常响应缺少 total 时兜底。
         previous_comment_ids = None
         while True:
             comment_page = await self.forum_pagination(
@@ -1120,7 +1133,10 @@ async def forum_pagination_gen(self,
                 with_ad_wcm=with_ad_wcm,
             )
             comment_ids = tuple(comment.comment_id for comment in comment_page)
-            if not comment_ids or comment_ids == previous_comment_ids:
+            if not comment_ids:
+                break
+
+            if comment_page.page_count is None and comment_ids == previous_comment_ids:
                 break
 
             yield comment_page
diff --git a/src/jmcomic/jm_plugin.py b/src/jmcomic/jm_plugin.py
index 91cf3a3a..913e9a95 100644
--- a/src/jmcomic/jm_plugin.py
+++ b/src/jmcomic/jm_plugin.py
@@ -595,6 +595,7 @@ def invoke(self, whitelist) -> None:
         jm_logger.addFilter(LogTopicFilterPlugin.TopicFilter(whitelist))
 
 
+# noinspection attribute-outside-init
 class ProgressDownloader(JmDownloader):
     progress_console = None
     progress_log_lines = deque(maxlen=6)
@@ -820,7 +821,7 @@ def __exit__(self, exc_type, exc_val, exc_tb):
         self.stop_progress()
         return super().__exit__(exc_type, exc_val, exc_tb)
 
-
+# noinspection attribute-outside-init
 class AsyncProgressDownloader(JmAsyncDownloader):
 
     def start_progress(self, album_total=None, album_id=None):
@@ -921,6 +922,16 @@ class DownloadProgressPlugin(JmOptionPlugin):
     plugin_key = 'download_progress'
     log_file = 'jmcomic-download.log'
 
+    @staticmethod
+    def cli_no_progress_notice():
+        if not get_jm_task_context().get('cli_no_progress'):
+            return ''
+
+        return (
+            '\n[bold yellow]⚠ 检测到命令行参数 --no-progress，'
+            '但是当前 Option 已配置 download_progress 插件，因此未关闭进度条。[/bold yellow]'
+        )
+
     @classmethod
     def build(cls, option):
         plugin = cls(option)
@@ -969,7 +980,8 @@ def print_non_interactive_notice(console, log_path):
         from rich.panel import Panel
 
         console.print(Panel.fit(
-            '[bold green]✓ 下载进度插件已启用[/bold green]\n\n'
+            '[bold green]✓ 下载进度插件已启用[/bold green]'
+            f'{DownloadProgressPlugin.cli_no_progress_notice()}\n\n'
             '[cyan]显示模式[/cyan]：完成后汇总\n'
             '[cyan]动态进度[/cyan]：请在 Terminal / PowerShell 中运行\n\n'
             '[yellow]详细日志[/yellow]\n'
@@ -990,7 +1002,8 @@ def invoke(self):
         if console.is_interactive:
             self.log('当前为交互终端，显示本子、章节两级彩色动态进度')
             console.print(Panel.fit(
-                '[bold green]✓ 彩色下载进度插件已启用[/bold green]\n'
+                '[bold green]✓ 彩色下载进度插件已启用[/bold green]'
+                f'{self.cli_no_progress_notice()}\n'
                 '[cyan]Sync[/cyan]：ProgressDownloader\n'
                 '[cyan]Async[/cyan]：AsyncProgressDownloader\n'
                 f'[yellow]详细日志[/yellow]：{self.log_path}\n'
diff --git a/tests/test_jmcomic/test_jm_cli.py b/tests/test_jmcomic/test_jm_cli.py
index 8ba01d73..d20f16c1 100644
--- a/tests/test_jmcomic/test_jm_cli.py
+++ b/tests/test_jmcomic/test_jm_cli.py
@@ -4,6 +4,7 @@
 from unittest.mock import MagicMock, patch
 
 from jmcomic.cli import JmcomicUI, JmViewUI
+from jmcomic.jm_task_context import get_jm_task_context
 
 
 class Test_Cli(JmTestConfigurable):
@@ -50,6 +51,27 @@ def test_jmcomic_does_not_enable_progress_twice(self):
 
         build.assert_not_called()
 
+    def test_jmcomic_no_progress_context_wraps_option_creation(self):
+        ui = JmcomicUI()
+        option = SimpleNamespace(plugins={})
+
+        def parse_arg():
+            ui.progress_enabled = False
+            ui.option_path = None
+
+        def create_default_option():
+            self.assertTrue(get_jm_task_context().get('cli_no_progress'))
+            return option
+
+        with patch.object(ui, 'parse_arg', side_effect=parse_arg), \
+                patch('jmcomic.api.JmOption.default', side_effect=create_default_option), \
+                patch.object(ui, 'enable_download_progress'), \
+                patch.object(ui, 'run'), \
+                patch('jmcomic.api.jm_log'):
+            ui.main()
+
+        self.assertNotIn('cli_no_progress', get_jm_task_context())
+
     def test_jmcomic_falls_back_without_rich(self):
         ui = JmcomicUI()
         option = SimpleNamespace(plugins={})
diff --git a/tests/test_jmcomic/test_jm_download_progress.py b/tests/test_jmcomic/test_jm_download_progress.py
index 4e95d40f..02cbd619 100644
--- a/tests/test_jmcomic/test_jm_download_progress.py
+++ b/tests/test_jmcomic/test_jm_download_progress.py
@@ -25,6 +25,7 @@
     new_async_downloader,
 )
 from jmcomic.jm_config import setup_default_jm_logger
+from jmcomic.jm_task_context import jm_task_context
 
 
 PROJECT_DIR = Path(__file__).resolve().parents[2]
@@ -385,7 +386,8 @@ def fake_download_image(downloader, image):
                     with patch.object(ProgressDownloader, 'create_client', fake_create_client), \
                          patch.object(ProgressDownloader, 'download_by_image_detail', fake_download_image), \
                          contextlib.redirect_stdout(stdout_output):
-                        option = create_option_by_str('''
+                        with jm_task_context(cli_no_progress=True):
+                            option = create_option_by_str('''
 plugins:
   after_init:
     - plugin: download_progress
@@ -424,6 +426,8 @@ def fake_download_image(downloader, image):
         self.assertEqual('', stdout_output.getvalue())
         self.assertIn('\x1b[', rendered)
         self.assertIn('彩色下载进度插件已启用', rendered)
+        self.assertIn('检测到命令行参数 --no-progress', rendered)
+        self.assertIn('当前 Option 已配置 download_progress', rendered)
         self.assertIn('JMComic Logs', rendered)
         self.assertIn('album.before', rendered)
         self.assertIn('章节-JM101', rendered)