diff --git a/backend/app/plugin/module_task/workflow/__init__.py b/backend/app/plugin/module_task/workflow/__init__.py
new file mode 100644
index 00000000..8b137891
--- /dev/null
+++ b/backend/app/plugin/module_task/workflow/__init__.py
@@ -0,0 +1 @@
+
diff --git a/backend/uv.lock b/backend/uv.lock
index 2fe353b9..b42a3e0a 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -67,6 +67,15 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/99/f7/d398fae160568472ddce0b3fde9c4581afc593019a6adc91006a66406991/alembic-1.15.1-py3-none-any.whl", hash = "sha256:197de710da4b3e91cf66a826a5b31b5d59a127ab41bd0fc42863e2902ce2bbbe", size = 231753, upload-time = "2025-03-04T22:02:41.673Z" },
 ]
 
+[[package]]
+name = "amplitude-analytics"
+version = "1.2.2"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/3c/f3/92e68da6feca11b8d279da0b8f413d35395eef12d243d0c6826924e6f04d/amplitude_analytics-1.2.2.tar.gz", hash = "sha256:ed82b39aa04447e5f156398249d632a5b51591905ec16556c7641a3258d38366", size = 22262, upload-time = "2026-02-17T17:17:09.637Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/bf/c0/1486294b558353b0ee91cac7e876b594b61824e19fcbd4c3f9e7f749a3b8/amplitude_analytics-1.2.2-py3-none-any.whl", hash = "sha256:18f1b6e03cf360fcbea4bffb3a44883f063039ea1622fc85b0da945bdd13f6c6", size = 24660, upload-time = "2026-02-17T17:17:08.8Z" },
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -109,6 +118,24 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592, upload-time = "2026-01-06T11:45:19.497Z" },
 ]
 
+[[package]]
+name = "apprise"
+version = "1.9.9"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+dependencies = [
+    { name = "certifi" },
+    { name = "click" },
+    { name = "markdown" },
+    { name = "pyyaml" },
+    { name = "requests" },
+    { name = "requests-oauthlib" },
+    { name = "tzdata", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/20/f4/be5c7e39b83a2285ab62ae7c19bb10704836f59c0a5b4c471730f54c9f98/apprise-1.9.9.tar.gz", hash = "sha256:fd622c0df16bdc79ed385539735573488cafe2405d25747e87eebd6b09b26012", size = 2032822, upload-time = "2026-03-21T17:49:14.041Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/e6/2f/54d068d7e011a8b4e0aae3e93b09a30b33bcf780829fe70c6e8876aeb0e0/apprise-1.9.9-py3-none-any.whl", hash = "sha256:55ceb8827a1c783d683881c9f77fa42eb43b3fc91b854419c452d557101c7068", size = 1519940, upload-time = "2026-03-21T17:49:11.847Z" },
+]
+
 [[package]]
 name = "apscheduler"
 version = "3.11.0"
@@ -121,6 +148,18 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/d0/ae/9a053dd9229c0fde6b1f1f33f609ccff1ee79ddda364c756a924c6d8563b/APScheduler-3.11.0-py3-none-any.whl", hash = "sha256:fc134ca32e50f5eadcc4938e3a4545ab19131435e851abb40b34d63d5141c6da", size = 64004, upload-time = "2024-11-24T19:39:24.442Z" },
 ]
 
+[[package]]
+name = "asgi-lifespan"
+version = "2.1.0"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+dependencies = [
+    { name = "sniffio" },
+]
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/6a/da/e7908b54e0f8043725a990bf625f2041ecf6bfe8eb7b19407f1c00b630f7/asgi-lifespan-2.1.0.tar.gz", hash = "sha256:5e2effaf0bfe39829cf2d64e7ecc47c7d86d676a6599f7afba378c31f5e3a308", size = 15627, upload-time = "2023-03-28T17:35:49.126Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/2f/f5/c36551e93acba41a59939ae6a0fb77ddb3f2e8e8caa716410c65f7341f72/asgi_lifespan-2.1.0-py3-none-any.whl", hash = "sha256:ed840706680e28428c01e14afb3875d7d76d3206f3d5b2f2294e059b5c23804f", size = 10895, upload-time = "2023-03-28T17:35:47.772Z" },
+]
+
 [[package]]
 name = "async-timeout"
 version = "5.0.1"
@@ -243,6 +282,7 @@ dependencies = [
     { name = "pandas" },
     { name = "passlib" },
     { name = "pillow" },
+    { name = "prefect" },
     { name = "psutil" },
     { name = "psycopg" },
     { name = "psycopg-binary" },
@@ -300,6 +340,7 @@ requires-dist = [
     { name = "pandas", specifier = "==2.2.2" },
     { name = "passlib", specifier = "==1.7.4" },
     { name = "pillow", specifier = "==11.0.0" },
+    { name = "prefect", specifier = ">=3.1.0" },
     { name = "psutil", specifier = "==6.1.0" },
     { name = "psycopg", specifier = "==3.3.2" },
     { name = "psycopg-binary", specifier = "==3.3.2" },
@@ -351,6 +392,15 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/46/81/d8c22cd7e5e1c6a7d48e41a1d1d46c92f17dae70a54d9814f746e6027dec/bcrypt-4.0.1-cp36-abi3-win_amd64.whl", hash = "sha256:8a68f4341daf7522fe8d73874de8906f3a339048ba406be6ddc1b3ccb16fc0d9", size = 152930, upload-time = "2022-10-09T15:36:34.635Z" },
 ]
 
+[[package]]
+name = "beartype"
+version = "0.22.9"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/c7/94/1009e248bbfbab11397abca7193bea6626806be9a327d399810d523a07cb/beartype-0.22.9.tar.gz", hash = "sha256:8f82b54aa723a2848a56008d18875f91c1db02c32ef6a62319a002e3e25a975f", size = 1608866, upload-time = "2025-12-13T06:50:30.72Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl", hash = "sha256:d16c9bbc61ea14637596c5f6fbff2ee99cbe3573e46a716401734ef50c3060c2", size = 1333658, upload-time = "2025-12-13T06:50:28.266Z" },
+]
+
 [[package]]
 name = "bleach"
 version = "6.3.0"
@@ -379,6 +429,15 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/c5/0d/84a4380f930db0010168e0aa7b7a8fed9ba1835a8fbb1472bc6d0201d529/build-1.4.0-py3-none-any.whl", hash = "sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596", size = 24141, upload-time = "2026-01-08T16:41:46.453Z" },
 ]
 
+[[package]]
+name = "cachetools"
+version = "7.0.5"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/af/dd/57fe3fdb6e65b25a5987fd2cdc7e22db0aef508b91634d2e57d22928d41b/cachetools-7.0.5.tar.gz", hash = "sha256:0cd042c24377200c1dcd225f8b7b12b0ca53cc2c961b43757e774ebe190fd990", size = 37367, upload-time = "2026-03-09T20:51:29.451Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/06/f3/39cf3367b8107baa44f861dc802cbf16263c945b62d8265d36034fc07bea/cachetools-7.0.5-py3-none-any.whl", hash = "sha256:46bc8ebefbe485407621d0a4264b23c080cedd913921bad7ac3ed2f26c183114", size = 13918, upload-time = "2026-03-09T20:51:27.33Z" },
+]
+
 [[package]]
 name = "certifi"
 version = "2026.1.4"
@@ -614,6 +673,15 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/00/2e/d53fa4befbf2cfa713304affc7ca780ce4fc1fd8710527771b58311a3229/click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28", size = 97941, upload-time = "2023-08-17T17:29:10.08Z" },
 ]
 
+[[package]]
+name = "cloudpickle"
+version = "3.1.2"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/27/fb/576f067976d320f5f0114a8d9fa1215425441bb35627b1993e5afd8111e5/cloudpickle-3.1.2.tar.gz", hash = "sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414", size = 22330, upload-time = "2025-11-03T09:25:26.604Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/88/39/799be3f2f0f38cc727ee3b4f1445fe6d5e4133064ec2e4115069418a5bb6/cloudpickle-3.1.2-py3-none-any.whl", hash = "sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a", size = 22228, upload-time = "2025-11-03T09:25:25.534Z" },
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -635,6 +703,15 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934", size = 46018, upload-time = "2021-06-11T10:22:42.561Z" },
 ]
 
+[[package]]
+name = "coolname"
+version = "4.1.0"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/50/97/c6d3911b2c9ba7c129820bbbd2ef1e9bae8402aa70f15820dc3a9d770e87/coolname-4.1.0.tar.gz", hash = "sha256:1db8b0857d0e40795cf555f449542cc3b8fe4a85b64ae3507fb475bafa2924fa", size = 38433, upload-time = "2026-03-16T18:52:31.875Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/f9/96/e0ea059650e0db3755d2e734cd65fb15aa5546e5cdf96e7e68ae018cc994/coolname-4.1.0-py3-none-any.whl", hash = "sha256:2721ab2112788ad3f92b398ed48533d58be30450c4e7b266f9407fcdf37c8d24", size = 39907, upload-time = "2026-03-16T18:52:30.303Z" },
+]
+
 [[package]]
 name = "croniter"
 version = "6.0.0"
@@ -648,6 +725,14 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/07/4b/290b4c3efd6417a8b0c284896de19b1d5855e6dbdb97d2a35e68fa42de85/croniter-6.0.0-py2.py3-none-any.whl", hash = "sha256:2f878c3856f17896979b2a4379ba1f09c83e374931ea15cc835c5dd2eee9b368", size = 25468, upload-time = "2024-12-17T17:17:45.359Z" },
 ]
 
+[[package]]
+name = "cronsim"
+version = "2.7"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/fb/1a/02f105147f7f2e06ed4f734ff5a6439590bb275a53dd91fc73df6312298a/cronsim-2.7-py3-none-any.whl", hash = "sha256:1e1431fa08c51dc7f72e67e571c7c7a09af26420169b607badd4ca9677ffad1e", size = 14213, upload-time = "2025-10-21T16:38:20.431Z" },
+]
+
 [[package]]
 name = "cryptography"
 version = "45.0.2"
@@ -695,6 +780,38 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/a5/4a/e27ab71dc3e517becc3f2ae358454bb4b78c0cb5af52f8e11b8943525ea6/cryptography-45.0.2-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:057723b79752a142efbc609e90b0dff27b0361ccbee3bd48312d70f5cdf53b78", size = 3335090, upload-time = "2025-05-18T02:46:27.913Z" },
 ]
 
+[[package]]
+name = "cyclopts"
+version = "4.10.1"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+dependencies = [
+    { name = "attrs" },
+    { name = "docstring-parser" },
+    { name = "rich" },
+    { name = "rich-rst" },
+    { name = "tomli", marker = "python_full_version < '3.11'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+]
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/6c/c4/2ce2ca1451487dc7d59f09334c3fa1182c46cfcf0a2d5f19f9b26d53ac74/cyclopts-4.10.1.tar.gz", hash = "sha256:ad4e4bb90576412d32276b14a76f55d43353753d16217f2c3cd5bdceba7f15a0", size = 166623, upload-time = "2026-03-23T14:43:01.098Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/8a/0b/2261922126b2e50c601fe22d7ff5194e0a4d50e654836260c0665e24d862/cyclopts-4.10.1-py3-none-any.whl", hash = "sha256:35f37257139380a386d9fe4475e1e7c87ca7795765ef4f31abba579fcfcb6ecd", size = 204331, upload-time = "2026-03-23T14:43:02.625Z" },
+]
+
+[[package]]
+name = "dateparser"
+version = "1.4.0"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+dependencies = [
+    { name = "python-dateutil" },
+    { name = "pytz" },
+    { name = "regex" },
+    { name = "tzlocal" },
+]
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/46/2d/a0ccdb78788064fa0dc901b8524e50615c42be1d78b78d646d0b28d09180/dateparser-1.4.0.tar.gz", hash = "sha256:97a21840d5ecdf7630c584f673338a5afac5dfe84f647baf4d7e8df98f9354a4", size = 321512, upload-time = "2026-03-26T09:56:10.292Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/b4/0b/3c3bb7cbe757279e693a0be6049048012f794d01f81099609ecd53b899f0/dateparser-1.4.0-py3-none-any.whl", hash = "sha256:7902b8e85d603494bf70a5a0b1decdddb2270b9c6e6b2bc8a57b93476c0df378", size = 300379, upload-time = "2026-03-26T09:56:08.409Z" },
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -713,6 +830,20 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af", size = 331094, upload-time = "2025-09-07T18:57:58.071Z" },
 ]
 
+[[package]]
+name = "docker"
+version = "7.1.0"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+dependencies = [
+    { name = "pywin32", marker = "sys_platform == 'win32'" },
+    { name = "requests" },
+    { name = "urllib3" },
+]
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/91/9b/4a2ea29aeba62471211598dac5d96825bb49348fa07e906ea930394a83ce/docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c", size = 117834, upload-time = "2024-05-23T11:13:57.216Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/e3/26/57c6fb270950d476074c087527a558ccb6f4436657314bfb6cdf484114c4/docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0", size = 147774, upload-time = "2024-05-23T11:13:55.01Z" },
+]
+
 [[package]]
 name = "docstring-parser"
 version = "0.17.0"
@@ -722,6 +853,15 @@ wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708", size = 36896, upload-time = "2025-07-21T07:35:00.684Z" },
 ]
 
+[[package]]
+name = "docutils"
+version = "0.22.4"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/ae/b6/03bb70946330e88ffec97aefd3ea75ba575cb2e762061e0e62a213befee8/docutils-0.22.4.tar.gz", hash = "sha256:4db53b1fde9abecbb74d91230d32ab626d94f6badfc575d6db9194a49df29968", size = 2291750, upload-time = "2025-12-18T19:00:26.443Z" }
+wheels = [
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl", hash = "sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de", size = 633196, upload-time = "2025-12-18T19:00:18.077Z" },
+]
+
 [[package]]
 name = "durationpy"
 version = "0.10"
@@ -758,13 +898,32 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
 sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
 wheels = [
     { url = "https://pypi.tuna.tsinghua.edu.cn/packages/8a/0e/97c33bf5009bdbac74fd2beace167cab3f978feb69cc36f1ef79360d6c4e/exceptiongroup-1.3.1-py3-none-any.whl", hash = "sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598", size = 16740, upload-time = "2025-11-21T23:01:53.443Z" },
 ]
 
+[[package]]
+name = "fakeredis"
+version = "2.34.1"
+source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
+dependencies = [
+    { name = "redis" },
+    { name = "sortedcontainers" },
+    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
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+    { name = "opentelemetry-api" },
+    { name = "prometheus-client" },
+    { name = "py-key-value-aio", extra = ["memory", "redis"] },
+    { name = "python-json-logger" },
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+    { name = "rich" },
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+    { name = "typer" },
+    { name = "typing-extensions" },
+    { name = "tzdata", marker = "sys_platform == 'win32'" },
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