Repository: bot-ssttkkl/nonebot-plugin-pixivbot (language: python)

Issue:
支持可持续缓存



Discussion / hints:

Fix patch:
diff --git a/.github/workflows/python-build.yml b/.github/workflows/python-build.yml
index be2f287..5de1d86 100644
--- a/.github/workflows/python-build.yml
+++ b/.github/workflows/python-build.yml
@@ -16,6 +16,10 @@ jobs:
   deploy:
 
     runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.9", "3.10"]
 
     steps:
       #----------------------------------------------
@@ -27,7 +31,7 @@ jobs:
         id: setup-python
         uses: actions/setup-python@v2
         with:
-          python-version: 3.x
+          python-version: ${{ matrix.python-version }}
       #----------------------------------------------
       #  -----  install & configure poetry  -----
       #----------------------------------------------
@@ -59,6 +63,18 @@ jobs:
         if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
         run: poetry install --no-interaction --no-root
       #----------------------------------------------
+      #               lint & test
+      #----------------------------------------------
+      - name: Lint with flake8
+        run: |
+          # stop the build if there are Python syntax errors or undefined names
+          flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+          # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+          flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+      - name: Test with pytest
+        run: |
+          pytest
+      #----------------------------------------------
       #               build & publish
       #----------------------------------------------
       - name: Build package
@@ -67,4 +83,4 @@ jobs:
         uses: actions/upload-artifact@v3
         with:
           name: distribution
-          path: dist/*
+          path: dist/*
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 5698bdc..a798895 100644
--- a/.gitignore
+++ b/.gitignore
@@ -142,4 +142,5 @@ dmypy.json
 
 .idea
 
-poetry.lock
\ No newline at end of file
+.env.prod
+.env.dev
\ No newline at end of file
diff --git a/README.md b/README.md
index 1d2eae8..9e1b4f6 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@ PixivBot中协议无关的通用部分。
 - [nonebot-plugin-pixivbot-onebot-v11 (Onebot V11)](https://github.com/ssttkkl/nonebot-plugin-pixivbot-onebot-v11)
 - [nonebot-plugin-pixivbot-kook (KOOK / 开黑啦)](https://github.com/ssttkkl/nonebot-plugin-pixivbot-kook)
 
-没有找到需要的协议？欢迎适配
+没有找到需要的协议？欢迎适配。[适配指南](https://github.com/ssttkkl/nonebot-plugin-pixivbot/wiki/%E9%80%82%E9%85%8D%E6%8C%87%E5%8D%97)
 
 ## 环境配置
 
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..69e22a9
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2153 @@
+[[package]]
+name = "aiofiles"
+version = "0.8.0"
+description = "File support for asyncio."
+category = "main"
+optional = false
+python-versions = ">=3.6,<4.0"
+
+[[package]]
+name = "aiohttp"
+version = "3.8.1"
+description = "Async http client/server framework (asyncio)"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+aiosignal = ">=1.1.2"
+async-timeout = ">=4.0.0a3,<5.0"
+attrs = ">=17.3.0"
+charset-normalizer = ">=2.0,<3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+yarl = ">=1.0,<2.0"
+
+[package.extras]
+speedups = ["aiodns", "brotli", "cchardet"]
+
+[[package]]
+name = "aiohttp-socks"
+version = "0.7.1"
+description = "Proxy connector for aiohttp"
+category = "main"
+optional = true
+python-versions = "*"
+
+[package.dependencies]
+aiohttp = ">=2.3.2"
+attrs = ">=19.2.0"
+python-socks = {version = ">=2.0.0,<3.0.0", extras = ["asyncio"]}
+
+[[package]]
+name = "aioreactive"
+version = "0.16.0"
+description = "sync/await Reactive Tools for Python 3.9+"
+category = "main"
+optional = false
+python-versions = ">=3.9,<3.11"
+
+[package.dependencies]
+Expression = ">=2.0.0,<3.0.0"
+typing-extensions = ">=4.1.1,<5.0.0"
+
+[[package]]
+name = "aiosignal"
+version = "1.2.0"
+description = "aiosignal: a list of registered asynchronous callbacks"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+frozenlist = ">=1.1.0"
+
+[[package]]
+name = "anyio"
+version = "3.6.1"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+category = "main"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+
+[package.extras]
+doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
+trio = ["trio (>=0.16)"]
+
+[[package]]
+name = "apscheduler"
+version = "3.9.1"
+description = "In-process task scheduler with Cron-like capabilities"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+
+[package.dependencies]
+pytz = "*"
+six = ">=1.4.0"
+tzlocal = ">=2.0,<3.0.0 || >=4.0.0"
+
+[package.extras]
+asyncio = ["trollius"]
+doc = ["sphinx", "sphinx-rtd-theme"]
+gevent = ["gevent"]
+mongodb = ["pymongo (>=3.0)"]
+redis = ["redis (>=3.0)"]
+rethinkdb = ["rethinkdb (>=2.4.0)"]
+sqlalchemy = ["sqlalchemy (>=0.8)"]
+testing = ["pytest", "pytest-cov", "pytest-tornado5", "mock", "pytest-asyncio (<0.6)", "pytest-asyncio"]
+tornado = ["tornado (>=4.3)"]
+twisted = ["twisted"]
+zookeeper = ["kazoo"]
+
+[[package]]
+name = "asgiref"
+version = "3.5.2"
+description = "ASGI specs, helper code, and adapters"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+tests = ["pytest", "pytest-asyncio", "mypy (>=0.800)"]
+
+[[package]]
+name = "async-asgi-testclient"
+version = "1.4.11"
+description = "Async client for testing ASGI web applications"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+multidict = ">=4.0,<7.0"
+requests = ">=2.21,<3.0"
+
+[[package]]
+name = "async-timeout"
+version = "4.0.2"
+description = "Timeout context manager for asyncio programs"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.1"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "22.1.0"
+description = "Classes Without Boilerplate"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "cloudpickle"]
+
+[[package]]
+name = "bleach"
+version = "5.0.1"
+description = "An easy safelist-based HTML-sanitizing tool."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+six = ">=1.9.0"
+webencodings = "*"
+
+[package.extras]
+css = ["tinycss2 (>=1.1.0,<1.2)"]
+dev = ["build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "Sphinx (==4.3.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)", "black (==22.3.0)", "mypy (==0.961)"]
+
+[[package]]
+name = "certifi"
+version = "2022.6.15"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "cffi"
+version = "1.15.1"
+description = "Foreign Function Interface for Python calling C code."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pycparser = "*"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.1.0"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
+optional = false
+python-versions = ">=3.6.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
+[[package]]
+name = "click"
+version = "8.1.3"
+description = "Composable command line interface toolkit"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "colorama"
+version = "0.4.5"
+description = "Cross-platform colored terminal text."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "commonmark"
+version = "0.9.1"
+description = "Python parser for the CommonMark Markdown spec"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["hypothesis (==3.55.3)", "flake8 (==3.7.8)"]
+
+[[package]]
+name = "cryptography"
+version = "37.0.4"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = ">=1.12"
+
+[package.extras]
+docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"]
+docstest = ["pyenchant (>=1.6.11)", "twine (>=1.12.0)", "sphinxcontrib-spelling (>=4.0.1)"]
+pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"]
+sdist = ["setuptools_rust (>=0.11.4)"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,!=3.79.2)"]
+
+[[package]]
+name = "deprecated"
+version = "1.2.13"
+description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+wrapt = ">=1.10,<2"
+
+[package.extras]
+dev = ["tox", "bump2version (<1)", "sphinx (<2)", "importlib-metadata (<3)", "importlib-resources (<4)", "configparser (<5)", "sphinxcontrib-websupport (<2)", "zipp (<2)", "PyTest (<5)", "PyTest-Cov (<2.6)", "pytest", "pytest-cov"]
+
+[[package]]
+name = "docutils"
+version = "0.19"
+description = "Docutils -- Python Documentation Utilities"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "expression"
+version = "2.2.0"
+description = "Practical functional programming for Python 3.9+"
+category = "main"
+optional = false
+python-versions = ">=3.9,<3.11"
+
+[package.dependencies]
+typing-extensions = ">=4.1.1,<5.0.0"
+
+[[package]]
+name = "fastapi"
+version = "0.79.0"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
+starlette = "0.19.1"
+
+[package.extras]
+all = ["requests (>=2.24.0,<3.0.0)", "jinja2 (>=2.11.2,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "itsdangerous (>=1.1.0,<3.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)", "orjson (>=3.2.1,<4.0.0)", "email_validator (>=1.1.1,<2.0.0)", "uvicorn[standard] (>=0.12.0,<0.18.0)"]
+dev = ["python-jose[cryptography] (>=3.3.0,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "autoflake (>=1.4.0,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "uvicorn[standard] (>=0.12.0,<0.18.0)", "pre-commit (>=2.17.0,<3.0.0)"]
+doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "typer (>=0.4.1,<0.5.0)", "pyyaml (>=5.3.1,<7.0.0)"]
+test = ["pytest (>=6.2.4,<7.0.0)", "pytest-cov (>=2.12.0,<4.0.0)", "mypy (==0.910)", "flake8 (>=3.8.3,<4.0.0)", "black (==22.3.0)", "isort (>=5.0.6,<6.0.0)", "requests (>=2.24.0,<3.0.0)", "httpx (>=0.14.0,<0.19.0)", "email_validator (>=1.1.1,<2.0.0)", "sqlalchemy (>=1.3.18,<1.5.0)", "peewee (>=3.13.3,<4.0.0)", "databases[sqlite] (>=0.3.2,<0.6.0)", "orjson (>=3.2.1,<4.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "flask (>=1.1.2,<3.0.0)", "anyio[trio] (>=3.2.1,<4.0.0)", "types-ujson (==4.2.1)", "types-orjson (==3.6.2)", "types-dataclasses (==0.6.5)"]
+
+[[package]]
+name = "flake8"
+version = "5.0.4"
+description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.9.0,<2.10.0"
+pyflakes = ">=2.5.0,<2.6.0"
+
+[[package]]
+name = "frozenlist"
+version = "1.3.1"
+description = "A list-like structure which implements collections.abc.MutableSequence"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "h11"
+version = "0.13.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "httptools"
+version = "0.4.0"
+description = "A collection of framework independent HTTP protocol utils."
+category = "main"
+optional = false
+python-versions = ">=3.5.0"
+
+[package.extras]
+test = ["Cython (>=0.29.24,<0.30.0)"]
+
+[[package]]
+name = "idna"
+version = "3.3"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "importlib-metadata"
+version = "4.12.0"
+description = "Read metadata from Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+perf = ["ipython"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.3)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "iniconfig"
+version = "1.1.1"
+description = "iniconfig: brain-dead simple config-ini parsing"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "jeepney"
+version = "0.8.0"
+description = "Low-level, pure Python DBus protocol wrapper."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+trio = ["async-generator", "trio"]
+test = ["async-timeout", "trio", "testpath", "pytest-asyncio (>=0.17)", "pytest-trio", "pytest"]
+
+[[package]]
+name = "keyring"
+version = "23.8.1"
+description = "Store and access your passwords safely."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
+jeepney = {version = ">=0.4.2", markers = "sys_platform == \"linux\""}
+pywin32-ctypes = {version = "<0.1.0 || >0.1.0,<0.1.1 || >0.1.1", markers = "sys_platform == \"win32\""}
+SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+
+[[package]]
+name = "lazy"
+version = "1.4"
+description = "Lazy attributes for Python objects"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "loguru"
+version = "0.6.0"
+description = "Python logging made (stupidly) simple"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
+win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+dev = ["colorama (>=0.3.4)", "docutils (==0.16)", "flake8 (>=3.7.7)", "tox (>=3.9.0)", "pytest (>=4.6.2)", "pytest-cov (>=2.7.1)", "black (>=19.10b0)", "isort (>=5.1.1)", "Sphinx (>=4.1.1)", "sphinx-autobuild (>=0.7.1)", "sphinx-rtd-theme (>=0.4.3)"]
+
+[[package]]
+name = "mccabe"
+version = "0.7.0"
+description = "McCabe checker, plugin for flake8"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "motor"
+version = "3.0.0"
+description = "Non-blocking MongoDB driver for Tornado or asyncio"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+pymongo = ">=4.1,<5"
+
+[package.extras]
+aws = ["pymongo[aws] (>=4.1,<5)"]
+encryption = ["pymongo[encryption] (>=4.1,<5)"]
+gssapi = ["pymongo[gssapi] (>=4.1,<5)"]
+ocsp = ["pymongo[ocsp] (>=4.1,<5)"]
+snappy = ["pymongo[snappy] (>=4.1,<5)"]
+srv = ["pymongo[srv] (>=4.1,<5)"]
+zstd = ["pymongo[zstd] (>=4.1,<5)"]
+
+[[package]]
+name = "multidict"
+version = "6.0.2"
+description = "multidict implementation"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "nonebot-plugin-apscheduler"
+version = "0.1.4"
+description = "APScheduler Support for NoneBot2"
+category = "main"
+optional = false
+python-versions = ">=3.7.3,<4.0.0"
+
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+    {file = "yarl-1.8.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5587bba41399854703212b87071c6d8638fa6e61656385875f8c6dff92b2e461"},
+    {file = "yarl-1.8.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:31a9a04ecccd6b03e2b0e12e82131f1488dea5555a13a4d32f064e22a6003cfe"},
+    {file = "yarl-1.8.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:205904cffd69ae972a1707a1bd3ea7cded594b1d773a0ce66714edf17833cdae"},
+    {file = "yarl-1.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ea513a25976d21733bff523e0ca836ef1679630ef4ad22d46987d04b372d57fc"},
+    {file = "yarl-1.8.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d0b51530877d3ad7a8d47b2fff0c8df3b8f3b8deddf057379ba50b13df2a5eae"},
+    {file = "yarl-1.8.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:d2b8f245dad9e331540c350285910b20dd913dc86d4ee410c11d48523c4fd546"},
+    {file = "yarl-1.8.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:ab2a60d57ca88e1d4ca34a10e9fb4ab2ac5ad315543351de3a612bbb0560bead"},
+    {file = "yarl-1.8.1-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:449c957ffc6bc2309e1fbe67ab7d2c1efca89d3f4912baeb8ead207bb3cc1cd4"},
+    {file = "yarl-1.8.1-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:a165442348c211b5dea67c0206fc61366212d7082ba8118c8c5c1c853ea4d82e"},
+    {file = "yarl-1.8.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:b3ded839a5c5608eec8b6f9ae9a62cb22cd037ea97c627f38ae0841a48f09eae"},
+    {file = "yarl-1.8.1-cp38-cp38-win32.whl", hash = "sha256:c1445a0c562ed561d06d8cbc5c8916c6008a31c60bc3655cdd2de1d3bf5174a0"},
+    {file = "yarl-1.8.1-cp38-cp38-win_amd64.whl", hash = "sha256:56c11efb0a89700987d05597b08a1efcd78d74c52febe530126785e1b1a285f4"},
+    {file = "yarl-1.8.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e80ed5a9939ceb6fda42811542f31c8602be336b1fb977bccb012e83da7e4936"},
+    {file = "yarl-1.8.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6afb336e23a793cd3b6476c30f030a0d4c7539cd81649683b5e0c1b0ab0bf350"},
+    {file = "yarl-1.8.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4c322cbaa4ed78a8aac89b2174a6df398faf50e5fc12c4c191c40c59d5e28357"},
+    {file = "yarl-1.8.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fae37373155f5ef9b403ab48af5136ae9851151f7aacd9926251ab26b953118b"},
+    {file = "yarl-1.8.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5395da939ffa959974577eff2cbfc24b004a2fb6c346918f39966a5786874e54"},
+    {file = "yarl-1.8.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:076eede537ab978b605f41db79a56cad2e7efeea2aa6e0fa8f05a26c24a034fb"},
+    {file = "yarl-1.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d1a50e461615747dd93c099f297c1994d472b0f4d2db8a64e55b1edf704ec1c"},
+    {file = "yarl-1.8.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7de89c8456525650ffa2bb56a3eee6af891e98f498babd43ae307bd42dca98f6"},
+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:4a88510731cd8d4befaba5fbd734a7dd914de5ab8132a5b3dde0bbd6c9476c64"},
+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:2d93a049d29df172f48bcb09acf9226318e712ce67374f893b460b42cc1380ae"},
+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:21ac44b763e0eec15746a3d440f5e09ad2ecc8b5f6dcd3ea8cb4773d6d4703e3"},
+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:d0272228fabe78ce00a3365ffffd6f643f57a91043e119c289aaba202f4095b0"},
+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:99449cd5366fe4608e7226c6cae80873296dfa0cde45d9b498fefa1de315a09e"},
+    {file = "yarl-1.8.1-cp39-cp39-win32.whl", hash = "sha256:8b0af1cf36b93cee99a31a545fe91d08223e64390c5ecc5e94c39511832a4bb6"},
+    {file = "yarl-1.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:de49d77e968de6626ba7ef4472323f9d2e5a56c1d85b7c0e2a190b2173d3b9be"},
+    {file = "yarl-1.8.1.tar.gz", hash = "sha256:af887845b8c2e060eb5605ff72b6f2dd2aab7a761379373fd89d314f4752abbf"},
+]
+zipp = [
+    {file = "zipp-3.8.1-py3-none-any.whl", hash = "sha256:47c40d7fe183a6f21403a199b3e4192cca5774656965b0a4988ad2f8feb5f009"},
+    {file = "zipp-3.8.1.tar.gz", hash = "sha256:05b45f1ee8f807d0cc928485ca40a07cb491cf092ff587c0df9cb1fd154848d2"},
+]
diff --git a/pyproject.toml b/pyproject.toml
index 5eca008..c710bb5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "nonebot-plugin-pixivbot"
-version = "1.1.2-post2"
+version = "1.2.0"
 description = "Nonebot Plugin PixivBot"
 authors = ["ssttkkl <huang.wen.long@hotmail.com>"]
 readme = "README.md"
@@ -23,9 +23,10 @@ aiohttp-socks = { version = "^0.7.1", optional = true }
 aioreactive = "^0.16.0"
 
 [tool.poetry.dev-dependencies]
-flake8 = "^4.0.1"
-pytest = "^7.1.2"
+flake8 = "^5.0.4"
 twine = "^4.0.1"
+nonebug = "^0.2.1"
+pytest-mock = "^3.8.2"
 
 [tool.poetry.extras]
 socks = ["aiohttp-socks"]
diff --git a/src/nonebot_plugin_pixivbot/config.py b/src/nonebot_plugin_pixivbot/config.py
index 2a62e25..611c3b9 100644
--- a/src/nonebot_plugin_pixivbot/config.py
+++ b/src/nonebot_plugin_pixivbot/config.py
@@ -42,7 +42,8 @@ class Config(BaseSettings):
     pixiv_compression_max_size: Optional[int]
     pixiv_compression_quantity: Optional[float]
 
-    @validator('pixiv_compression_max_size', 'pixiv_compression_quantity')
+    # 不加allow_reuse跑pytest会报错
+    @validator('pixiv_compression_max_size', 'pixiv_compression_quantity', allow_reuse=True)
     def compression_validator(cls, v, values, field: ModelField):
         if values['pixiv_compression_enabled'] and v is None:
             raise ValueError(
@@ -93,7 +94,7 @@ def compression_validator(cls, v, values, field: ModelField):
     pixiv_ranking_fetch_item = 150
     pixiv_ranking_max_item_per_query = 10
 
-    @validator('pixiv_ranking_default_range')
+    @validator('pixiv_ranking_default_range', allow_reuse=True)
     def ranking_default_range_validator(cls, v, field: ModelField):
         if len(v) < 2 or v[0] > v[1]:
             raise ValueError(f'illegal {field.name} value: {v}')
diff --git a/src/nonebot_plugin_pixivbot/data/pixiv_repo/abstract_repo.py b/src/nonebot_plugin_pixivbot/data/pixiv_repo/abstract_repo.py
index 04410d6..01b55ad 100644
--- a/src/nonebot_plugin_pixivbot/data/pixiv_repo/abstract_repo.py
+++ b/src/nonebot_plugin_pixivbot/data/pixiv_repo/abstract_repo.py
@@ -1,51 +1,60 @@
 from abc import ABC, abstractmethod
-from typing import Tuple, AsyncGenerator, List
+from datetime import datetime
+from typing import Union, Optional, AsyncGenerator
+
+from pydantic import BaseModel
 
 from nonebot_plugin_pixivbot.enums import RankingMode
 from nonebot_plugin_pixivbot.model import Illust, User
 from .lazy_illust import LazyIllust
 
 
+class PixivRepoMetadata(BaseModel):
+    update_time: datetime = datetime.now()
+    pages: Optional[int]
+    next_qs: Optional[dict]
+
+
 class AbstractPixivRepo(ABC):
     @abstractmethod
-    async def illust_detail(self, illust_id: int) -> Illust:
+    def illust_detail(self, illust_id: int) -> AsyncGenerator[Union[Illust, PixivRepoMetadata], None]:
         raise NotImplementedError()
 
     @abstractmethod
-    async def user_detail(self, user_id: int) -> User:
+    def user_detail(self, user_id: int) -> AsyncGenerator[Union[User, PixivRepoMetadata], None]:
         raise NotImplementedError()
 
     @abstractmethod
-    async def search_illust(self, word: str) -> AsyncGenerator[LazyIllust, None]:
+    def search_illust(self, word: str) -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         raise NotImplementedError()
 
     @abstractmethod
-    async def search_user(self, word: str) -> AsyncGenerator[User, None]:
+    def search_user(self, word: str) -> AsyncGenerator[Union[User, PixivRepoMetadata], None]:
         raise NotImplementedError()
 
     @abstractmethod
-    async def user_illusts(self, user_id: int) -> AsyncGenerator[LazyIllust, None]:
+    def user_illusts(self, user_id: int) -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         raise NotImplementedError()
 
     @abstractmethod
-    async def user_bookmarks(self, user_id: int = 0) -> AsyncGenerator[LazyIllust, None]:
+    def user_bookmarks(self, user_id: int = 0) -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         raise NotImplementedError()
 
     @abstractmethod
-    async def recommended_illusts(self) -> AsyncGenerator[LazyIllust, None]:
+    def recommended_illusts(self) -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         raise NotImplementedError()
 
     @abstractmethod
-    async def related_illusts(self, illust_id: int) -> AsyncGenerator[LazyIllust, None]:
+    def related_illusts(self, illust_id: int) -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         raise NotImplementedError()
 
     @abstractmethod
-    async def illust_ranking(self, mode: RankingMode, range: Tuple[int, int]) -> List[LazyIllust]:
+    def illust_ranking(self, mode: RankingMode) -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         raise NotImplementedError()
 
     @abstractmethod
-    async def image(self, illust: Illust) -> bytes:
+    def image(self, illust: Illust) -> AsyncGenerator[Union[bytes, PixivRepoMetadata], None]:
         raise NotImplementedError()
 
 
-__all__ = ("AbstractPixivRepo", )
+__all__ = ("AbstractPixivRepo", "PixivRepoMetadata",)
diff --git a/src/nonebot_plugin_pixivbot/data/pixiv_repo/enums.py b/src/nonebot_plugin_pixivbot/data/pixiv_repo/enums.py
new file mode 100644
index 0000000..fd8451e
--- /dev/null
+++ b/src/nonebot_plugin_pixivbot/data/pixiv_repo/enums.py
@@ -0,0 +1,10 @@
+SEARCH_ILLUST = 0
+SEARCH_USER = 1
+USER_ILLUSTS = 2
+USER_BOOKMARKS = 3
+RECOMMENDED_ILLUSTS = 4
+ILLUST_RANKING = 5
+ILLUST_DETAIL = 6
+IMAGE = 7
+RELATED_ILLUSTS = 8
+USER_DETAIL = 9
diff --git a/src/nonebot_plugin_pixivbot/data/pixiv_repo/lazy_illust.py b/src/nonebot_plugin_pixivbot/data/pixiv_repo/lazy_illust.py
index 2135c0e..c2b1ea3 100644
--- a/src/nonebot_plugin_pixivbot/data/pixiv_repo/lazy_illust.py
+++ b/src/nonebot_plugin_pixivbot/data/pixiv_repo/lazy_illust.py
@@ -23,7 +23,9 @@ def __init__(self, id: int, content: Optional[Illust] = None) -> None:
 
     async def get(self):
         if self.content is None:
-            self.content = await self.src.illust_detail(self.id)
+            async for x in self.src.illust_detail(self.id):
+                self.content = x
+                break
         return self.content
 
     @property
diff --git a/src/nonebot_plugin_pixivbot/data/pixiv_repo/local_repo.py b/src/nonebot_plugin_pixivbot/data/pixiv_repo/local_repo.py
index 9dcfb98..2ecbcbc 100644
--- a/src/nonebot_plugin_pixivbot/data/pixiv_repo/local_repo.py
+++ b/src/nonebot_plugin_pixivbot/data/pixiv_repo/local_repo.py
@@ -1,5 +1,5 @@
 from datetime import datetime, timedelta
-from typing import Optional, List, Union, Tuple, AsyncGenerator, Sequence
+from typing import List, Union, Sequence, Any, Mapping, AsyncGenerator
 
 import bson
 from nonebot import logger
@@ -7,9 +7,10 @@
 
 from nonebot_plugin_pixivbot.enums import RankingMode
 from nonebot_plugin_pixivbot.model import Illust, User
-from .abstract_repo import AbstractPixivRepo
+from .abstract_repo import AbstractPixivRepo, PixivRepoMetadata
 from .lazy_illust import LazyIllust
 from .pkg_context import context
+from ..local_tag_repo import LocalTagRepo
 from ..source import MongoDataSource
 from ...config import Config
 
@@ -23,11 +24,20 @@ class NoSuchItemError(LocalPixivRepoError):
 
 
 class CacheExpiredError(LocalPixivRepoError):
-    pass
+    def __init__(self, metadata: PixivRepoMetadata):
+        self.metadata = metadata
+
+
+def handle_expires_in(doc: Mapping, expires_in: int):
+    if datetime.now() - doc["metadata"]["update_time"] >= timedelta(expires_in):
+        raise CacheExpiredError(PixivRepoMetadata.parse_obj(doc["metadata"]))
 
 
-def is_expired(update_time: datetime, expired_in: int):
-    return datetime.now() - update_time >= timedelta(expired_in)
+def metadata_to_text(metadata: PixivRepoMetadata):
+    if metadata:
+        return '(' + ', '.join(map(lambda kv: kv[0] + '=' + str(kv[1]), metadata.dict(exclude_none=True).items())) + ')'
+    else:
+        return ''
 
 
 @context.inject
@@ -35,17 +45,24 @@ def is_expired(update_time: datetime, expired_in: int):
 class LocalPixivRepo(AbstractPixivRepo):
     conf: Config
     mongo: MongoDataSource
+    local_tags: LocalTagRepo
+
+    async def _add_to_local_tags(self, illusts: List[Union[LazyIllust, Illust]]):
+        tags = {}
+        for x in illusts:
+            if isinstance(x, LazyIllust):
+                if not x.loaded:
+                    continue
+                x = x.content
+            for t in x.tags:
+                if t.translated_name:
+                    tags[t.name] = t
+
+        await self.local_tags.insert_many(tags.values())
 
     async def _illusts_agen(self, collection_name: str,
                             query: dict,
-                            expired_in: int,
-                            *, skip: int = 0, limit: int = 0) -> AsyncGenerator[LazyIllust, None]:
-        update_time_result = await self.mongo.db[collection_name].find_one(query, {"update_time": 1})
-        if not update_time_result:
-            raise NoSuchItemError()
-        elif is_expired(update_time_result["update_time"], expired_in):
-            raise CacheExpiredError()
-
+                            *, offset: int = 0) -> AsyncGenerator[LazyIllust, None]:
         aggregation = [
             {
                 "$match": query
@@ -58,10 +75,8 @@ async def _illusts_agen(self, collection_name: str,
             },
         ]
 
-        if skip:
-            aggregation.append({"$skip": skip})
-        if limit:
-            aggregation.append({"$limit": limit})
+        if offset:
+            aggregation.append({"$offset": offset})
 
         aggregation.extend([
             {
@@ -101,9 +116,89 @@ async def _illusts_agen(self, collection_name: str,
         finally:
             logger.debug(f"[local] {total} got, illust_detail of {broken} are missed")
 
+    async def _users_agen(self, collection_name: str,
+                          query: dict,
+                          *, offset: int = 0) -> AsyncGenerator[User, None]:
+        aggregation = [
+            {
+                "$match": query
+            },
+            {
+                "$replaceWith": {"user_id": "$user_id"}
+            },
+            {
+                "$unwind": "$user_id"
+            },
+        ]
+
+        if offset:
+            aggregation.append({"$offset": offset})
+
+        aggregation.extend([
+            {
+                "$lookup": {
+                    "from": "user_detail_cache",
+                    "localField": "user_id",
+                    "foreignField": "user.id",
+                    "as": "users"
+                }
+            },
+            {
+                "$replaceWith": {
+                    "$mergeObjects": [
+                        "$$ROOT",
+                        {"$arrayElemAt": ["$users", 0]}
+                    ]
+                }
+            },
+            {
+                "$project": {"_id": 0, "user": 1, "user_id": 1}
+            }
+        ])
+
+        result = self.mongo.db[collection_name].aggregate(aggregation)
+
+        async for x in result:
+            if "user" in x and x["user"] is not None:
+                yield User.parse_obj(x["user"])
+            else:
+                yield User(id=x["user_id"], name="", account="")
+
+    async def _get_illusts(self, collection_name: str,
+                           query: dict,
+                           *, expired_in: int,
+                           offset: int = 0) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], Any]:
+        doc = await self.mongo.db[collection_name].find_one(query, {"metadata": 1})
+        if not doc:
+            raise NoSuchItemError()
+        handle_expires_in(doc, expired_in)
+
+        metadata = PixivRepoMetadata.parse_obj(doc["metadata"])
+        yield metadata.copy(update={"pages": 0})
+        async for x in self._illusts_agen(collection_name, query, offset=offset):
+            yield x
+        yield metadata
+
+    async def _get_users(self, collection_name: str,
+                         query: dict,
+                         *, expired_in: int,
+                         offset: int = 0) \
+            -> AsyncGenerator[Union[User, PixivRepoMetadata], Any]:
+        doc = await self.mongo.db[collection_name].find_one(query, {"metadata": 1})
+        if not doc:
+            raise NoSuchItemError()
+        handle_expires_in(doc, expired_in)
+
+        metadata = PixivRepoMetadata.parse_obj(doc["metadata"])
+        yield metadata.copy(update={"pages": 0})
+        async for x in self._users_agen(collection_name, query, offset=offset):
+            yield x
+        yield metadata
+
     async def _check_illusts_exists(self, collection_name: str,
                                     query: dict,
-                                    illust_id: Union[int, Sequence[int]]):
+                                    illust_id: Union[int, Sequence[int]]) -> bool:
         if isinstance(illust_id, int):
             return await self.mongo.db[collection_name].count_documents({**query, "illust_id": illust_id}) != 0
         else:
@@ -118,17 +213,34 @@ async def _check_illusts_exists(self, collection_name: str,
                 exists = x["count"]
                 return exists != 0
 
+    async def _check_users_exists(self, collection_name: str,
+                                  query: dict,
+                                  user_id: Union[int, Sequence[int]]) -> bool:
+        if isinstance(user_id, int):
+            return await self.mongo.db[collection_name].count_documents({**query, "user_id": user_id}) != 0
+        else:
+            agg = [
+                {'$match': query},
+                {'$unwind': {'path': '$user_id'}},
+                {'$match': {'user_id': {'$in': user_id}}},
+                {'$count': 'count'}
+            ]
+
+            async for x in self.mongo.db[collection_name].aggregate(agg):
+                exists = x["count"]
+                return exists != 0
+
     async def _update_illusts(self, collection_name: str,
                               query: dict,
                               content: List[Union[Illust, LazyIllust]],
+                              metadata: PixivRepoMetadata,
                               append: bool = False):
-        now = datetime.now()
         if append:
             await self.mongo.db[collection_name].update_one(
                 query,
                 {
                     "$set": {
-                        "update_time": now
+                        "metadata": metadata.dict(exclude_none=True)
                     },
                     "$addToSet": {
                         "illust_id": {
@@ -144,7 +256,7 @@ async def _update_illusts(self, collection_name: str,
                 {
                     "$set": {
                         "illust_id": [illust.id for illust in content],
-                        "update_time": now
+                        "metadata": metadata.dict(exclude_none=True)
                     }
                 },
                 upsert=True
@@ -159,240 +271,313 @@ async def _update_illusts(self, collection_name: str,
                 opt.append(UpdateOne(
                     {"illust.id": illust.id},
                     {"$set": {
-                        "illust": illust.dict(),
-                        "update_time": now
+                        "illust": illust.dict(exclude_none=True),
+                        "metadata": {"update_time": metadata.update_time}
                     }},
                     upsert=True
                 ))
         if len(opt) != 0:
             await self.mongo.db.illust_detail_cache.bulk_write(opt, ordered=False)
 
+        if self.conf.pixiv_tag_translation_enabled:
+            await self._add_to_local_tags(content)
+
+    async def _update_users(self, collection_name: str,
+                            query: dict,
+                            content: List[User],
+                            metadata: PixivRepoMetadata,
+                            append: bool = False):
+        if append:
+            await self.mongo.db[collection_name].update_one(
+                query,
+                {
+                    "$set": {
+                        "metadata": metadata.dict(exclude_none=True)
+                    },
+                    "$addToSet": {
+                        "user_id": {
+                            "$each": [user.id for user in content]
+                        }
+                    }
+                },
+                upsert=True
+            )
+        else:
+            await self.mongo.db[collection_name].update_one(
+                query,
+                {"$set": {
+                    "user_id": [user.id for user in content],
+                    "metadata": metadata.dict(exclude_none=True)
+                }},
+                upsert=True
+            )
+
+        opt = []
+        for user in content:
+            opt.append(UpdateOne(
+                {"user.id": user.id},
+                {"$set": {
+                    "user": user.dict(exclude_none=True),
+                    "metadata": {"update_time": metadata.update_time}
+                }},
+                upsert=True
+            ))
+        if len(opt) != 0:
+            await self.mongo.db.user_detail_cache.bulk_write(opt, ordered=False)
+
+    async def _append_and_check_illusts(self, collection_name: str,
+                                        query: dict,
+                                        content: List[Union[Illust, LazyIllust]],
+                                        metadata: PixivRepoMetadata):
+        exists = await self._check_illusts_exists(collection_name, query, [x.id for x in content])
+        await self._update_illusts(collection_name, query, content, metadata, True)
+        return exists
+
+    async def _append_and_check_users(self, collection_name: str,
+                                      query: dict,
+                                      content: List[User],
+                                      metadata: PixivRepoMetadata):
+        exists = await self._check_users_exists(collection_name, query, [x.id for x in content])
+        await self._update_users(collection_name, query, content, metadata, True)
+        return exists
+
     # ================ illust_detail ================
-    async def illust_detail(self, illust_id: int) -> Optional[Illust]:
+    async def illust_detail(self, illust_id: int) \
+            -> AsyncGenerator[Union[Illust, PixivRepoMetadata], None]:
         logger.debug(f"[local] illust_detail {illust_id}")
-        cache = await self.mongo.db.illust_detail_cache.find_one({"illust.id": illust_id})
-        if cache is not None:
-            if is_expired(cache["update_time"], self.conf.pixiv_illust_detail_cache_expires_in):
-                raise CacheExpiredError()
-            return Illust.parse_obj(cache["illust"])
+        doc = await self.mongo.db.illust_detail_cache.find_one({"illust.id": illust_id})
+        if doc is not None:
+            handle_expires_in(doc, self.conf.pixiv_illust_detail_cache_expires_in)
+
+            yield PixivRepoMetadata.parse_obj(doc["metadata"])
+            yield Illust.parse_obj(doc["illust"])
         else:
             raise NoSuchItemError()
 
-    async def update_illust_detail(self, illust: Illust):
-        logger.debug(f"[local] update illust_detail {illust.id}")
+    async def update_illust_detail(self, illust: Illust, metadata: PixivRepoMetadata = PixivRepoMetadata()):
+        logger.debug(f"[local] update illust_detail {illust.id} {metadata_to_text(metadata)}")
+
         await self.mongo.db.illust_detail_cache.update_one(
             {"illust.id": illust.id},
             {"$set": {
-                "illust": illust.dict(),
-                "update_time": datetime.now()
+                "illust": illust.dict(exclude_none=True),
+                "metadata": metadata.dict(exclude_none=True)
             }},
             upsert=True
         )
 
+        if self.conf.pixiv_tag_translation_enabled:
+            await self._add_to_local_tags([illust])
+
     # ================ user_detail ================
-    async def user_detail(self, user_id: int) -> Optional[User]:
+    async def user_detail(self, user_id: int) \
+            -> AsyncGenerator[Union[Illust, PixivRepoMetadata], None]:
         logger.debug(f"[local] user_detail {user_id}")
-        cache = await self.mongo.db.user_detail_cache.find_one({"user.id": user_id})
-        if cache is not None:
-            if is_expired(cache["update_time"], self.conf.pixiv_user_detail_cache_expires_in):
-                raise CacheExpiredError()
-            return User.parse_obj(cache["user"])
+        doc = await self.mongo.db.user_detail_cache.find_one({"user.id": user_id})
+        if doc is not None:
+            handle_expires_in(doc, self.conf.pixiv_user_detail_cache_expires_in)
+
+            yield PixivRepoMetadata.parse_obj(doc["metadata"])
+            yield User.parse_obj(doc["user"])
         else:
             raise NoSuchItemError()
 
-    async def update_user_detail(self, user: User):
-        logger.debug(f"[local] update user_detail {user.id}")
+    async def update_user_detail(self, user: User, metadata: PixivRepoMetadata = PixivRepoMetadata()):
+        logger.debug(f"[local] update user_detail {user.id} {metadata_to_text(metadata)}")
+
+        if not metadata:
+            metadata = PixivRepoMetadata(update_time=datetime.now())
+
         await self.mongo.db.user_detail_cache.update_one(
             {"user.id": user.id},
             {"$set": {
-                "user": user.dict(),
-                "update_time": datetime.now()
+                "user": user.dict(exclude_none=True),
+                "metadata": metadata.dict(exclude_none=True)
             }},
             upsert=True
         )
 
     # ================ search_illust ================
-    async def search_illust(self, word: str) -> AsyncGenerator[LazyIllust, None]:
+    def search_illust(self, word: str, *, offset: int = 0) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         logger.debug(f"[local] search_illust {word}")
-        async for x in self._illusts_agen("search_illust_cache", {"word": word},
-                                          self.conf.pixiv_search_illust_cache_expires_in):
-            yield x
-
-    async def update_search_illust(self, word: str, content: List[Union[Illust, LazyIllust]]):
-        logger.debug(f"[local] update search_illust {word} ({len(content)} illusts)")
-        await self._update_illusts("search_illust_cache", {"word": word}, content)
+        return self._get_illusts("search_illust_cache", {"word": word},
+                                 expired_in=self.conf.pixiv_search_illust_cache_expires_in,
+                                 offset=offset)
+
+    async def update_search_illust(self, word: str, content: List[Union[Illust, LazyIllust]],
+                                   metadata: PixivRepoMetadata):
+        logger.debug(f"[local] update search_illust {word} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        await self._update_illusts("search_illust_cache", {"word": word}, content, metadata)
+
+    async def append_search_illust(self, word: str, content: List[Union[Illust, LazyIllust]],
+                                   metadata: PixivRepoMetadata) -> bool:
+        logger.debug(f"[local] append search_illust {word} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        return await self._append_and_check_illusts("search_illust_cache", {"word": word}, content, metadata)
 
     # ================ search_user ================
-    async def search_user(self, word: str) -> AsyncGenerator[User, None]:
+    def search_user(self, word: str, *, offset: int = 0) \
+            -> AsyncGenerator[Union[User, PixivRepoMetadata], None]:
         logger.debug(f"[local] search_user {word}")
-
-        update_time_result = await self.mongo.db["search_user_cache"].find_one({"word": word}, {"update_time": 1})
-        if not update_time_result:
-            raise NoSuchItemError()
-        elif is_expired(update_time_result["update_time"], self.conf.pixiv_search_user_cache_expires_in):
-            raise CacheExpiredError()
-
-        aggregation = [
-            {
-                "$match": {"word": word}
-            },
-            {
-                "$replaceWith": {"user_id": "$user_id"}
-            },
-            {
-                "$unwind": "$user_id"
-            },
-        ]
-
-        aggregation.extend([
-            {
-                "$lookup": {
-                    "from": "user_detail_cache",
-                    "localField": "user_id",
-                    "foreignField": "user.id",
-                    "as": "users"
-                }
-            },
-            {
-                "$replaceWith": {
-                    "$mergeObjects": [
-                        "$$ROOT",
-                        {"$arrayElemAt": ["$users", 0]}
-                    ]
-                }
-            },
-            {
-                "$project": {"_id": 0, "user": 1, "user_id": 1}
-            }
-        ])
-
-        result = self.mongo.db.search_user_cache.aggregate(aggregation)
-
-        async for x in result:
-            if "user" in x and x["user"] is not None:
-                yield User.parse_obj(x["user"])
-            else:
-                yield User(id=x["user_id"], name="", account="")
-
-    async def update_search_user(self, word: str, content: List[User]):
-        logger.debug(f"[local] update search_user {word} ({len(content)} illusts)")
-
-        now = datetime.now()
-        await self.mongo.db.search_user_cache.update_one(
-            {"word": word},
-            {"$set": {
-                "user_id": [user.id for user in content],
-                "update_time": now
-            }},
-            upsert=True
-        )
-
-        opt = []
-        for user in content:
-            opt.append(UpdateOne(
-                {"user.id": user.id},
-                {"$set": {
-                    "user": user.dict(),
-                    "update_time": now
-                }},
-                upsert=True
-            ))
-        if len(opt) != 0:
-            await self.mongo.db.user_detail_cache.bulk_write(opt, ordered=False)
+        return self._get_users("search_user_cache", {"word": word},
+                               expired_in=self.conf.pixiv_search_user_cache_expires_in,
+                               offset=offset)
+
+    async def update_search_user(self, word: str, content: List[User],
+                                 metadata: PixivRepoMetadata):
+        logger.debug(f"[local] update search_user {word} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        await self._update_users("search_user_cache", {"word": word}, content, metadata)
+
+    async def append_search_user(self, word: str, content: List[User],
+                                 metadata: PixivRepoMetadata) -> bool:
+        logger.debug(f"[local] append search_user {word} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        return await self._append_and_check_users("search_illust_cache", {"word": word}, content, metadata)
 
     # ================ user_illusts ================
-    async def user_illusts(self, user_id: int) -> AsyncGenerator[LazyIllust, None]:
+    def user_illusts(self, user_id: int, *, offset: int = 0) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         logger.debug(f"[local] user_illusts {user_id}")
-        async for x in self._illusts_agen("user_illusts_cache", {"user_id": user_id},
-                                          self.conf.pixiv_user_illusts_cache_expires_in):
-            yield x
+        return self._get_illusts("user_illusts_cache", {"user_id": user_id},
+                                 expired_in=self.conf.pixiv_user_illusts_cache_expires_in,
+                                 offset=offset)
 
     async def update_user_illusts(self, user_id: int,
-                                  content: List[Union[Illust, LazyIllust]]):
-        logger.debug(f"[local] update user_illusts {user_id} ({len(content)} illusts)")
-        await self._update_illusts("user_illusts_cache", {"user_id": user_id}, content)
+                                  content: List[Union[Illust, LazyIllust]],
+                                  metadata: PixivRepoMetadata):
+        logger.debug(f"[local] update user_illusts {user_id} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        await self._update_illusts("user_illusts_cache", {"user_id": user_id}, content, metadata)
 
     async def append_user_illusts(self, user_id: int,
-                                  content: List[Union[Illust, LazyIllust]]) -> bool:
-        logger.debug(f"[local] append user_illusts {user_id} ({len(content)} illusts)")
-        exists = await self._check_illusts_exists("user_illusts_cache", {"user_id": user_id}, [x.id for x in content])
-        await self._update_illusts("user_illusts_cache", {"user_id": user_id}, content, True)
-        return exists
+                                  content: List[Union[Illust, LazyIllust]],
+                                  metadata: PixivRepoMetadata) -> bool:
+        logger.debug(f"[local] append user_illusts {user_id} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        return await self._append_and_check_illusts("user_illusts_cache", {"user_id": user_id}, content, metadata)
 
     # ================ user_bookmarks ================
-    async def user_bookmarks(self, user_id: int = 0) -> AsyncGenerator[LazyIllust, None]:
+    def user_bookmarks(self, user_id: int = 0, *, offset: int = 0) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         logger.debug(f"[local] user_bookmarks {user_id}")
-        async for x in self._illusts_agen("user_bookmarks_cache", {"user_id": user_id},
-                                          self.conf.pixiv_user_bookmarks_cache_expires_in):
-            yield x
+        return self._get_illusts("user_bookmarks_cache", {"user_id": user_id},
+                                 expired_in=self.conf.pixiv_user_bookmarks_cache_expires_in,
+                                 offset=offset)
 
     async def update_user_bookmarks(self, user_id: int,
-                                    content: List[Union[Illust, LazyIllust]]):
-        logger.debug(f"[local] update user_bookmarks {user_id} ({len(content)} illusts)")
-        await self._update_illusts("user_bookmarks_cache", {"user_id": user_id}, content)
+                                    content: List[Union[Illust, LazyIllust]],
+                                    metadata: PixivRepoMetadata):
+        logger.debug(f"[local] update user_bookmarks {user_id} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        await self._update_illusts("user_bookmarks_cache", {"user_id": user_id}, content, metadata)
 
     async def append_user_bookmarks(self, user_id: int,
-                                    content: List[Union[Illust, LazyIllust]]) -> bool:
-        logger.debug(f"[local] append user_bookmarks {user_id} ({len(content)} illusts)")
-        exists = await self._check_illusts_exists("user_bookmarks_cache", {"user_id": user_id}, [x.id for x in content])
-        await self._update_illusts("user_bookmarks_cache", {"user_id": user_id}, content, True)
-        return exists
+                                    content: List[Union[Illust, LazyIllust]],
+                                    metadata: PixivRepoMetadata) -> bool:
+        logger.debug(f"[local] append user_bookmarks {user_id} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        return await self._append_and_check_illusts("user_bookmarks_cache", {"user_id": user_id}, content, metadata)
 
     # ================ recommended_illusts ================
-    async def recommended_illusts(self) -> AsyncGenerator[LazyIllust, None]:
+    def recommended_illusts(self, *, offset: int = 0) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         logger.debug(f"[local] recommended_illusts")
-        async for x in self._illusts_agen("other_cache", {"type": "recommended_illusts"},
-                                          self.conf.pixiv_other_cache_expires_in):
-            yield x
-
-    async def update_recommended_illusts(self, content: List[Union[Illust, LazyIllust]]):
-        logger.debug(f"[local] update recommended_illusts ({len(content)} illusts)")
-        await self._update_illusts("other_cache", {"type": "recommended_illusts"}, content)
+        return self._get_illusts("other_cache", {"type": "recommended_illusts"},
+                                 expired_in=self.conf.pixiv_other_cache_expires_in,
+                                 offset=offset)
+
+    async def update_recommended_illusts(self, content: List[Union[Illust, LazyIllust]],
+                                         metadata: PixivRepoMetadata):
+        logger.debug(f"[local] update recommended_illusts "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        await self._update_illusts("other_cache", {"type": "recommended_illusts"}, content, metadata)
+
+    async def append_recommended_illusts(self, content: List[Union[Illust, LazyIllust]],
+                                         metadata: PixivRepoMetadata) -> bool:
+        logger.debug(f"[local] append recommended_illusts "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        return await self._append_and_check_illusts("other_cache", {"type": "recommended_illusts"}, content, metadata)
 
     # ================ related_illusts ================
-    async def related_illusts(self, illust_id: int) -> AsyncGenerator[LazyIllust, None]:
+    def related_illusts(self, illust_id: int, *, offset: int = 0) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         logger.debug(f"[local] related_illusts {illust_id}")
-        async for x in self._illusts_agen("related_illusts_cache", {"original_illust_id": illust_id},
-                                          self.conf.pixiv_related_illusts_cache_expires_in):
-            yield x
-
-    async def update_related_illusts(self, illust_id: int, content: List[Union[Illust, LazyIllust]]):
-        logger.debug(f"[local] update related_illusts {illust_id} ({len(content)} illusts)")
-        await self._update_illusts("related_illusts_cache", {"original_illust_id": illust_id}, content)
+        return self._get_illusts("related_illusts_cache", {"original_illust_id": illust_id},
+                                 expired_in=self.conf.pixiv_related_illusts_cache_expires_in,
+                                 offset=offset)
+
+    async def update_related_illusts(self, illust_id: int, content: List[Union[Illust, LazyIllust]],
+                                     metadata: PixivRepoMetadata):
+        logger.debug(f"[local] update related_illusts {illust_id} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        await self._update_illusts("related_illusts_cache", {"original_illust_id": illust_id}, content, metadata)
+
+    async def append_related_illusts(self, illust_id: int, content: List[Union[Illust, LazyIllust]],
+                                     metadata: PixivRepoMetadata) -> bool:
+        logger.debug(f"[local] append related_illusts {illust_id} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        return await self._append_and_check_illusts("related_illusts_cache", {"original_illust_id": illust_id}, content,
+                                                    metadata)
 
     # ================ illust_ranking ================
-    async def illust_ranking(self, mode: RankingMode, range: Optional[Tuple[int, int]]) -> List[LazyIllust]:
-        logger.debug(f"[local] illust_ranking {mode} {range[0]}~{range[1]}")
-        gen = self._illusts_agen("other_cache", {"type": mode.name + "_ranking"},
-                                 self.conf.pixiv_illust_ranking_cache_expires_in,
-                                 skip=range[0] - 1,
-                                 limit=range[1] - range[0] + 1)
-        return [x async for x in gen]
-
-    async def update_illust_ranking(self, mode: RankingMode, content: List[Union[Illust, LazyIllust]]):
-        logger.debug(f"[local] update illust_ranking {mode} ({len(content)} illusts)")
-        await self._update_illusts("other_cache", {"type": mode.name + "_ranking"}, content)
+    def illust_ranking(self, mode: RankingMode, *, offset: int = 0) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
+        logger.debug(f"[local] illust_ranking {mode}")
+
+        return self._get_illusts("other_cache", {"type": mode.name + "_ranking"},
+                                 expired_in=self.conf.pixiv_illust_ranking_cache_expires_in,
+                                 offset=offset)
+
+    async def update_illust_ranking(self, mode: RankingMode, content: List[Union[Illust, LazyIllust]],
+                                    metadata: PixivRepoMetadata):
+        logger.debug(f"[local] update illust_ranking {mode} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        await self._update_illusts("other_cache", {"type": mode.name + "_ranking"}, content, metadata)
+
+    async def append_illust_ranking(self, mode: RankingMode, content: List[Union[Illust, LazyIllust]],
+                                    metadata: PixivRepoMetadata) -> bool:
+        logger.debug(f"[local] append illust_ranking {mode} "
+                     f"({len(content)} items) "
+                     f"{metadata_to_text(metadata)}")
+        return await self._append_and_check_illusts("other_cache", {"type": mode.name + "_ranking"}, content, metadata)
 
     # ================ image ================
-    async def image(self, illust: Illust) -> Optional[bytes]:
+    async def image(self, illust: Illust) -> AsyncGenerator[Union[bytes, PixivRepoMetadata], None]:
         logger.debug(f"[local] image {illust.id}")
-        cache = await self.mongo.db.download_cache.find_one({"illust_id": illust.id})
-        if cache is not None:
-            if is_expired(cache["update_time"], self.conf.pixiv_download_cache_expires_in):
-                raise CacheExpiredError()
-            else:
-                return cache["content"]
+        doc = await self.mongo.db.download_cache.find_one({"illust_id": illust.id})
+        if doc is not None:
+            handle_expires_in(doc, self.conf.pixiv_download_cache_expires_in)
+            yield PixivRepoMetadata.parse_obj(doc["metadata"])
+            yield doc["content"]
         else:
             raise NoSuchItemError()
 
-    async def update_image(self, illust_id: int, content: bytes):
-        logger.debug(f"[local] update image {illust_id}")
-        now = datetime.now()
+    async def update_image(self, illust_id: int, content: bytes,
+                           metadata: PixivRepoMetadata = PixivRepoMetadata()):
+        logger.debug(f"[local] update image {illust_id} "
+                     f"{metadata_to_text(metadata)}")
+
         await self.mongo.db.download_cache.update_one(
             {"illust_id": illust_id},
             {"$set": {
                 "content": bson.Binary(content),
-                "update_time": now
+                "metadata": metadata.dict(exclude_none=True)
             }},
             upsert=True
         )
diff --git a/src/nonebot_plugin_pixivbot/data/pixiv_repo/mediator.py b/src/nonebot_plugin_pixivbot/data/pixiv_repo/mediator.py
new file mode 100644
index 0000000..0a04ba9
--- /dev/null
+++ b/src/nonebot_plugin_pixivbot/data/pixiv_repo/mediator.py
@@ -0,0 +1,182 @@
+from datetime import datetime
+from typing import List, AsyncGenerator, TypeVar, Union, Callable, Awaitable, Optional, Any
+
+from .abstract_repo import PixivRepoMetadata
+from .local_repo import NoSuchItemError, CacheExpiredError
+
+T = TypeVar("T")
+
+
+async def _load_local_and_remote_and_update_local(
+        cache_factory: Callable[[], AsyncGenerator[Union[T, PixivRepoMetadata], None]],
+        remote_factory: Callable[..., AsyncGenerator[Union[T, PixivRepoMetadata], None]],
+        cache_appender: Callable[[List[T], Optional[PixivRepoMetadata]], Awaitable[Any]],
+        max_item: int,
+        max_page: int):
+    loaded_items = 0
+    loaded_pages = 0
+
+    # first load from cache
+    metadata = None
+    async for x in cache_factory():
+        if isinstance(x, PixivRepoMetadata):
+            metadata = x
+            loaded_pages = metadata.pages
+        else:
+            loaded_items += 1
+
+        yield x
+
+        # check whether we approach limit
+        if loaded_items >= max_item or loaded_pages >= max_page:
+            return
+
+    # then check metadata["next_qs"] and load from remote
+    # finally update local cache
+    if metadata and metadata.next_qs:
+        next_qs = metadata.next_qs
+        content = []
+
+        try:
+            async for x in remote_factory(**next_qs):
+                if isinstance(x, PixivRepoMetadata):
+                    loaded_pages += 1
+                    metadata = x
+                    metadata.pages = loaded_pages
+                else:
+                    loaded_items += 1
+                    content.append(x)
+
+                yield x
+
+                # check whether we approach limit
+                if loaded_items >= max_item or loaded_pages >= max_page:
+                    return
+        finally:
+            await cache_appender(content, metadata)
+
+
+async def _load_remote_and_update_local(
+        remote_factory: Callable[..., AsyncGenerator[Union[T, PixivRepoMetadata], None]],
+        cache_updater: Callable[[T, Optional[PixivRepoMetadata]], Awaitable[Any]],
+        max_item: int,
+        max_page: int):
+    loaded_items = 0
+    loaded_pages = 0
+
+    # load from remote and update local cache
+    content = []
+    metadata = None
+
+    try:
+        async for x in remote_factory():
+            if isinstance(x, PixivRepoMetadata):
+                loaded_pages += 1
+                metadata = x
+                metadata.pages = loaded_pages
+            else:
+                loaded_items += 1
+                content.append(x)
+
+            yield x
+
+            # check whether we approach limit
+            if loaded_items >= max_item or loaded_pages >= max_page:
+                return
+    finally:
+        await cache_updater(content, metadata)
+
+
+async def mediate_single(cache_factory: Callable[[], AsyncGenerator[Union[T, PixivRepoMetadata], None]],
+                         remote_factory: Callable[..., AsyncGenerator[Union[T, PixivRepoMetadata], None]],
+                         cache_updater: Callable[[T, Optional[PixivRepoMetadata]], Awaitable[Any]]) \
+        -> AsyncGenerator[Union[T, PixivRepoMetadata], None]:
+    try:
+        async for x in cache_factory():
+            yield x
+    except (NoSuchItemError, CacheExpiredError):
+        content = None
+        metadata = None
+
+        async for x in remote_factory():
+            if isinstance(x, PixivRepoMetadata):
+                metadata = x
+            else:
+                content = x
+
+        try:
+            yield metadata
+            yield content
+        finally:
+            await cache_updater(content, metadata)
+
+
+async def mediate_many(cache_factory: Callable[[], AsyncGenerator[Union[T, PixivRepoMetadata], None]],
+                       remote_factory: Callable[..., AsyncGenerator[Union[T, PixivRepoMetadata], None]],
+                       cache_updater: Callable[[List[T], Optional[PixivRepoMetadata]], Awaitable[Any]],
+                       cache_appender: Callable[[List[T], Optional[PixivRepoMetadata]], Awaitable[Any]],
+                       max_item: int = 2 ** 31,
+                       max_page: int = 2 ** 31) \
+        -> AsyncGenerator[Union[T, PixivRepoMetadata], None]:
+    try:
+        async for x in _load_local_and_remote_and_update_local(cache_factory, remote_factory, cache_appender,
+                                                               max_item, max_page):
+            yield x
+    except (CacheExpiredError, NoSuchItemError):
+        async for x in _load_remote_and_update_local(remote_factory, cache_updater,
+                                                     max_item, max_page):
+            yield x
+
+
+async def mediate_append(cache_factory: Callable[[], AsyncGenerator[Union[T, PixivRepoMetadata], None]],
+                         remote_factory: Callable[..., AsyncGenerator[Union[T, PixivRepoMetadata], None]],
+                         cache_updater: Callable[[List[T], Optional[PixivRepoMetadata]], Awaitable[Any]],
+                         cache_appender: Callable[[List[T], Optional[PixivRepoMetadata]], Awaitable[bool]],
+                         max_item: int = 2 ** 31,
+                         max_page: int = 2 ** 31) \
+        -> AsyncGenerator[Union[T, PixivRepoMetadata], None]:
+    try:
+        async for x in _load_local_and_remote_and_update_local(cache_factory, remote_factory, cache_appender,
+                                                               max_item, max_page):
+            yield x
+    except NoSuchItemError:
+        async for x in _load_remote_and_update_local(remote_factory, cache_updater,
+                                                     max_item, max_page):
+            yield x
+    except CacheExpiredError as e:
+        loaded_items = 0
+        loaded_pages = 0
+
+        # peek new bookmarks from remote
+        # then append them to local cache until we found some items already exist
+        buffer = []
+        metadata = e.metadata
+
+        async for x in remote_factory():
+            if isinstance(x, PixivRepoMetadata):
+                loaded_pages += 1
+                # we don't use this metadata
+            else:
+                loaded_items += 1
+                buffer.append(x)
+
+            if len(buffer) >= 20:
+                metadata.update_time = datetime.now()
+                if await cache_appender(buffer, metadata):
+                    break
+                buffer = []
+
+            # check whether we approach limit
+            if loaded_items >= max_item or loaded_pages >= max_page:
+                return
+        else:
+            if len(buffer) > 0:
+                metadata.update_time = datetime.now()
+                await cache_appender(buffer, metadata)
+
+        async for x in _load_local_and_remote_and_update_local(cache_factory, remote_factory, cache_appender,
+                                                               max_item, max_page):
+            yield x
+
+
+__all__ = ("mediate_single", "mediate_many", "mediate_append")
diff --git a/src/nonebot_plugin_pixivbot/data/pixiv_repo/remote_repo.py b/src/nonebot_plugin_pixivbot/data/pixiv_repo/remote_repo.py
index d626683..7f82823 100644
--- a/src/nonebot_plugin_pixivbot/data/pixiv_repo/remote_repo.py
+++ b/src/nonebot_plugin_pixivbot/data/pixiv_repo/remote_repo.py
@@ -1,8 +1,7 @@
-import asyncio
 from asyncio import sleep, create_task, CancelledError, Semaphore, Task
 from functools import wraps
 from io import BytesIO
-from typing import TypeVar, Optional, Awaitable, List, Callable, Union, Tuple, AsyncGenerator
+from typing import TypeVar, Optional, Awaitable, List, Callable, Tuple, AsyncGenerator, Union
 
 from nonebot import logger
 from pixivpy_async import *
@@ -12,13 +11,15 @@
 from nonebot_plugin_pixivbot.enums import DownloadQuantity, RankingMode
 from nonebot_plugin_pixivbot.model import Illust, User
 from nonebot_plugin_pixivbot.utils.errors import QueryError
-from .abstract_repo import AbstractPixivRepo
+from .abstract_repo import AbstractPixivRepo, PixivRepoMetadata
 from .compressor import Compressor
 from .lazy_illust import LazyIllust
 from .pkg_context import context
 from ..local_tag_repo import LocalTagRepo
 from ...utils.lifecycler import on_startup, on_shutdown
 
+T = TypeVar("T")
+
 
 def auto_retry(func):
     @wraps(func)
@@ -39,7 +40,10 @@ async def wrapped(*args, **kwargs):
     return wrapped
 
 
-T = TypeVar("T")
+def check_error_in_raw_result(raw_result: dict):
+    if "error" in raw_result:
+        raise QueryError(raw_result["error"]["user_message"]
+                         or raw_result["error"]["message"] or raw_result["error"]["reason"])
 
 
 @context.inject
@@ -53,7 +57,7 @@ def __init__(self):
         self._sema: Semaphore = None
         self._pclient: PixivClient = None
         self._papi: AppPixivAPI = None
-        self._refresh_daemon_task: Task = None
+        self._refresh_daemon: Task = None
 
         self.user_id = 0
 
@@ -100,7 +104,7 @@ async def _refresh(self):
 
             return result
 
-    async def _refresh_daemon(self):
+    async def _refresh_daemon_worker(self):
         while True:
             try:
                 result = await self._refresh()
@@ -117,119 +121,94 @@ def start(self):
         self._pclient = PixivClient(proxy=self._conf.pixiv_proxy)
         self._papi = AppPixivAPI(client=self._pclient.start())
         self._papi.set_additional_headers({'Accept-Language': 'zh-CN'})
-        self._refresh_daemon_task = create_task(self._refresh_daemon())
+        self._refresh_daemon = create_task(self._refresh_daemon_worker())
         self._sema = Semaphore(self._conf.pixiv_simultaneous_query)
 
     async def shutdown(self):
         await self._pclient.close()
-        self._refresh_daemon_task.cancel()
-
-    @staticmethod
-    def _check_error_in_raw_result(raw_result: dict):
-        if "error" in raw_result:
-            raise QueryError(raw_result["error"]["user_message"]
-                             or raw_result["error"]["message"] or raw_result["error"]["reason"])
-
-    async def _load_page(self, papi_search_func: Callable[..., Awaitable[dict]],
-                         element_list_name: str,
-                         *, mapper: Optional[Callable[[dict], T]] = None,
-                         filter: Optional[Callable[[T], bool]] = None,
-                         skip: int = 0,
-                         limit: int = 0,
-                         limit_page: int = 0,
-                         **kwargs) -> AsyncGenerator[List[T], None]:
+        self._refresh_daemon.cancel()
+
+    async def load_page(self, papi_search_func: Callable[..., Awaitable[dict]],
+                        element_list_name: str,
+                        *, mapper: Optional[Callable[[dict], T]] = None,
+                        filter_item: Optional[Callable[[T], bool]] = None,
+                        **kwargs) -> Tuple[List[T], PixivRepoMetadata]:
         """
-        一次加载多页
+        加载一页
         :param papi_search_func: PixivPy-Async的加载方法
         :param element_list_name: 返回JSON中元素所在列表名
         :param mapper: 将元素从JSON格式映射为特定格式
-        :param filter: 过滤不符合条件的元素（先映射再过滤）
-        :param abort_on: 加载完一页后判断是否要中断
-        :param skip: 跳过指定项数
-        :param limit: 最多加载多少项
-        :param limit_page: 最多加载多少页
+        :param filter_item: 过滤不符合条件的元素（先映射再过滤）
         :param kwargs: 传给papi_search_func的参数
         :return: 加载结果
         """
         papi_search_func = auto_retry(papi_search_func)
 
+        async with self._sema:
+            raw_result = await papi_search_func(**kwargs)
+
+        check_error_in_raw_result(raw_result)
+
+        pending = []
+        for x in raw_result[element_list_name]:
+            if mapper is not None:
+                x = mapper(x)
+
+            if not filter_item or filter_item(x):
+                pending.append(x)
+
+        metadata = PixivRepoMetadata(next_qs=AppPixivAPI.parse_qs(next_url=raw_result["next_url"]))
+
+        return pending, metadata
+
+    async def load_many_pages(self, papi_search_func: Callable[..., Awaitable[dict]],
+                              element_list_name: str,
+                              *, mapper: Optional[Callable[[dict], T]] = None,
+                              filter_item: Optional[Callable[[T], bool]] = None,
+                              **kwargs) -> AsyncGenerator[Tuple[List[T], PixivRepoMetadata], None]:
+        """
+        一次加载多页
+        :param papi_search_func: PixivPy-Async的加载方法
+        :param element_list_name: 返回JSON中元素所在列表名
+        :param mapper: 将元素从JSON格式映射为特定格式
+        :param filter_item: 过滤不符合条件的元素（先映射再过滤）
+        :param kwargs: 传给papi_search_func的参数
+        :return: 加载结果
+        """
         loaded_items = 0
         loaded_pages = 0
-
-        if skip:
-            raw_result = await papi_search_func(offset=skip, **kwargs)
-        else:
-            raw_result = await papi_search_func(**kwargs)
-        self._check_error_in_raw_result(raw_result)
+        next_qs = kwargs
 
         while True:
-            # 加载下一页
-            pending = []
-            for x in raw_result[element_list_name]:
-                element = x
-                if mapper is not None:
-                    element = mapper(x)
-                if filter is not None and not filter(element):
-                    break
-                pending.append(element)
-                if loaded_items + len(pending) == limit:
-                    break
+            page, metadata = await self.load_page(papi_search_func, element_list_name,
+                                                  mapper=mapper, filter_item=filter_item,
+                                                  **next_qs)
 
             loaded_pages = loaded_pages + 1
-            loaded_items += len(pending)
+            loaded_items += len(page)
             logger.debug(f"[remote] {loaded_pages} pages loaded ({loaded_items} items in total)")
-            yield pending
 
-            # 判断是否中断
-            if (0 < limit <= loaded_items) or \
-                    (0 < limit_page <= loaded_pages):
-                break
-            else:
-                next_qs = AppPixivAPI.parse_qs(next_url=raw_result["next_url"])
-                if next_qs is None:
-                    break
+            yield page, metadata
 
+            next_qs = metadata.next_qs
+            if next_qs:
                 if 'viewed' in next_qs:
                     # 由于pixivpy-async的illust_recommended的bug，需要删掉这个参数
                     del next_qs['viewed']
-
-                raw_result = await papi_search_func(**next_qs)
-                self._check_error_in_raw_result(raw_result)
-
-    async def _add_to_local_tags(self, illusts: List[Union[LazyIllust, Illust]]):
-        try:
-            tags = {}
-            for x in illusts:
-                if isinstance(x, LazyIllust):
-                    if not x.loaded:
-                        continue
-                    x = x.content
-                for t in x.tags:
-                    if t.translated_name:
-                        tags[t.name] = t
-
-            await self._local_tags.insert_many(tags.values())
-        except Exception as e:
-            logger.exception(e)
+            else:
+                break
 
     async def _get_illusts(self, papi_search_func: Callable[[], Awaitable[dict]],
                            *, block_tags: Optional[List[str]] = None,
                            min_bookmark: int = 0,
                            min_view: int = 0,
-                           skip: int = 0,
-                           limit: int = 0,
-                           limit_page: int = 0,
-                           **kwargs) -> AsyncGenerator[LazyIllust, None]:
+                           **kwargs) -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         """
         加载插画
         :param papi_search_func: PixivPy-Async的加载方法
         :param block_tags: 要过滤的标签
         :param min_bookmark: 书签数下限
         :param min_view: 阅读数下限
-        :param abort_on: 加载完一页后判断是否要中断
-        :param skip: 跳过指定项数
-        :param limit: 最多加载多少项
-        :param limit_page: 最多加载多少页
         :param kwargs: 传给papi_search_func的参数
         :return:
         """
@@ -251,138 +230,116 @@ def illust_filter(illust: Illust) -> bool:
         total = 0
         broken = 0
 
-        await self._sema.acquire()
-        try:
-            async for page in self._load_page(papi_search_func, "illusts",
-                                              mapper=lambda x: Illust.parse_obj(x),
-                                              filter=illust_filter,
-                                              skip=skip,
-                                              limit=limit,
-                                              limit_page=limit_page,
-                                              **kwargs):
-                if self._conf.pixiv_tag_translation_enabled:
-                    create_task(self._add_to_local_tags(page))
-
-                for item in page:
-                    total += 1
-                    if "limit_unknown_360.png" in item.image_urls.large:
-                        broken += 1
-                        yield LazyIllust(item.id)
-                    else:
-                        yield LazyIllust(item.id, item)
-        finally:
-            self._sema.release()
-            logger.debug(f"[remote] {total} got, illust_detail of {broken} are missed")
+        yield PixivRepoMetadata(pages=0, next_qs=kwargs)
+        async for page, metadata in self.load_many_pages(papi_search_func, "illusts",
+                                                         mapper=lambda x: Illust.parse_obj(x),
+                                                         filter_item=illust_filter,
+                                                         **kwargs):
+            for item in page:
+                total += 1
+                if "limit_unknown_360.png" in item.image_urls.large:
+                    broken += 1
+                    yield LazyIllust(item.id)
+                else:
+                    yield LazyIllust(item.id, item)
+            yield metadata
 
     @auto_retry
-    async def illust_detail(self, illust_id: int) -> Illust:
+    async def _illust_detail(self, illust_id: int, **kwargs) -> Illust:
         logger.debug(f"[remote] illust_detail {illust_id}")
+        async with self._sema:
+            raw_result = await self._papi.illust_detail(illust_id, **kwargs)
+            check_error_in_raw_result(raw_result)
+            return Illust.parse_obj(raw_result["illust"])
 
-        await self._sema.acquire()
-        try:
-            raw_result = await self._papi.illust_detail(illust_id)
-            self._check_error_in_raw_result(raw_result)
-            illust = Illust.parse_obj(raw_result["illust"])
-
-            if self._conf.pixiv_tag_translation_enabled:
-                create_task(self._add_to_local_tags([illust]))
-
-            return illust
-        finally:
-            self._sema.release()
+    async def illust_detail(self, illust_id: int, **kwargs) -> AsyncGenerator[Illust, None]:
+        data = await self._illust_detail(illust_id, **kwargs)
+        yield PixivRepoMetadata()
+        yield data
 
     @auto_retry
-    async def user_detail(self, user_id: int) -> User:
+    async def _user_detail(self, user_id: int, **kwargs) -> User:
         logger.debug(f"[remote] user_detail {user_id}")
-
-        await self._sema.acquire()
-        try:
-            raw_result = await self._papi.user_detail(user_id)
-            self._check_error_in_raw_result(raw_result)
+        async with self._sema:
+            raw_result = await self._papi.user_detail(user_id, **kwargs)
+            check_error_in_raw_result(raw_result)
             return User.parse_obj(raw_result["user"])
-        finally:
-            self._sema.release()
 
-    async def search_illust(self, word: str) -> AsyncGenerator[LazyIllust, None]:
+    async def user_detail(self, user_id: int, **kwargs) -> AsyncGenerator[User, None]:
+        data = await self._user_detail(user_id, **kwargs)
+        yield PixivRepoMetadata()
+        yield data
+
+    def search_illust(self, word: str, **kwargs) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         logger.debug(f"[remote] search_illust {word}")
-        async for x in self._get_illusts(self._papi.search_illust,
-                                         block_tags=self._conf.pixiv_block_tags,
-                                         min_bookmark=self._conf.pixiv_random_illust_min_bookmark,
-                                         min_view=self._conf.pixiv_random_illust_min_view,
-                                         limit=self._conf.pixiv_random_illust_max_item,
-                                         limit_page=self._conf.pixiv_random_illust_max_page,
-                                         word=word):
-            yield x
-
-    async def search_user(self, word: str) -> AsyncGenerator[User, None]:
+        return self._get_illusts(self._papi.search_illust,
+                                 block_tags=self._conf.pixiv_block_tags,
+                                 min_bookmark=self._conf.pixiv_random_illust_min_bookmark,
+                                 min_view=self._conf.pixiv_random_illust_min_view,
+                                 word=word, **kwargs)
+
+    async def search_user(self, word: str, **kwargs) \
+            -> AsyncGenerator[Union[User, PixivRepoMetadata], None]:
         logger.debug(f"[remote] search_user {word}")
-        async for page in self._load_page(self._papi.search_user, "user_previews",
-                                          mapper=lambda x: User.parse_obj(x["user"]),
-                                          limit_page=1,
-                                          word=word):
+        async with self._sema:
+            page, metadata = await self.load_page(self._papi.search_user, "user_previews",
+                                                  mapper=lambda x: User.parse_obj(x["user"]),
+                                                  word=word, **kwargs)
             for item in page:
                 yield item
+            yield metadata
 
-    async def user_illusts(self, user_id: int) -> AsyncGenerator[LazyIllust, None]:
+    def user_illusts(self, user_id: int, **kwargs) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         logger.debug(f"[remote] user_illusts {user_id}")
-        async for x in self._get_illusts(self._papi.user_illusts,
-                                         block_tags=self._conf.pixiv_block_tags,
-                                         min_bookmark=self._conf.pixiv_random_user_illust_min_bookmark,
-                                         min_view=self._conf.pixiv_random_user_illust_min_view,
-                                         limit=self._conf.pixiv_random_user_illust_max_item,
-                                         limit_page=self._conf.pixiv_random_user_illust_max_page,
-                                         user_id=user_id):
-            yield x
-
-    async def user_bookmarks(self, user_id: int = 0) -> AsyncGenerator[LazyIllust, None]:
+        return self._get_illusts(self._papi.user_illusts,
+                                 block_tags=self._conf.pixiv_block_tags,
+                                 min_bookmark=self._conf.pixiv_random_user_illust_min_bookmark,
+                                 min_view=self._conf.pixiv_random_user_illust_min_view,
+                                 user_id=user_id, **kwargs)
+
+    def user_bookmarks(self, user_id: int = 0, **kwargs) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         if user_id == 0:
             user_id = self.user_id
 
         logger.debug(f"[remote] user_bookmarks {user_id}")
-        async for x in self._get_illusts(self._papi.user_bookmarks_illust,
-                                         block_tags=self._conf.pixiv_block_tags,
-                                         min_bookmark=self._conf.pixiv_random_bookmark_min_bookmark,
-                                         min_view=self._conf.pixiv_random_bookmark_min_view,
-                                         limit=self._conf.pixiv_random_bookmark_max_item,
-                                         limit_page=self._conf.pixiv_random_bookmark_max_page,
-                                         user_id=user_id):
-            yield x
-
-    async def recommended_illusts(self) -> AsyncGenerator[LazyIllust, None]:
+        return self._get_illusts(self._papi.user_bookmarks_illust,
+                                 block_tags=self._conf.pixiv_block_tags,
+                                 min_bookmark=self._conf.pixiv_random_bookmark_min_bookmark,
+                                 min_view=self._conf.pixiv_random_bookmark_min_view,
+                                 user_id=user_id, **kwargs)
+
+    def recommended_illusts(self, **kwargs) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         logger.debug(f"[remote] recommended_illusts")
-        async for x in self._get_illusts(self._papi.illust_recommended,
-                                         block_tags=self._conf.pixiv_block_tags,
-                                         min_bookmark=self._conf.pixiv_random_recommended_illust_min_bookmark,
-                                         min_view=self._conf.pixiv_random_recommended_illust_min_view,
-                                         limit=self._conf.pixiv_random_recommended_illust_max_item,
-                                         limit_page=self._conf.pixiv_random_recommended_illust_max_page):
-            yield x
-
-    async def related_illusts(self, illust_id: int) -> AsyncGenerator[LazyIllust, None]:
+        return self._get_illusts(self._papi.illust_recommended,
+                                 block_tags=self._conf.pixiv_block_tags,
+                                 min_bookmark=self._conf.pixiv_random_recommended_illust_min_bookmark,
+                                 min_view=self._conf.pixiv_random_recommended_illust_min_view,
+                                 **kwargs)
+
+    def related_illusts(self, illust_id: int, **kwargs) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
         logger.debug(f"[remote] related_illusts {illust_id}")
-        async for x in self._get_illusts(self._papi.illust_related,
-                                         block_tags=self._conf.pixiv_block_tags,
-                                         min_bookmark=self._conf.pixiv_random_related_illust_min_bookmark,
-                                         min_view=self._conf.pixiv_random_related_illust_min_view,
-                                         limit=self._conf.pixiv_random_related_illust_max_item,
-                                         limit_page=self._conf.pixiv_random_related_illust_max_page,
-                                         illust_id=illust_id):
-            yield x
-
-    async def illust_ranking(self, mode: RankingMode, range: Tuple[int, int]) -> List[LazyIllust]:
-        logger.debug(f"[repo] illust_ranking {mode} {range[0]}~{range[1]}")
-        return [x async for x in self._get_illusts(self._papi.illust_ranking,
-                                                   block_tags=self._conf.pixiv_block_tags,
-                                                   skip=range[0] - 1,
-                                                   limit=range[1] - range[0] + 1,
-                                                   mode=mode.name)]
+        return self._get_illusts(self._papi.illust_related,
+                                 block_tags=self._conf.pixiv_block_tags,
+                                 min_bookmark=self._conf.pixiv_random_related_illust_min_bookmark,
+                                 min_view=self._conf.pixiv_random_related_illust_min_view,
+                                 illust_id=illust_id, **kwargs)
+
+    def illust_ranking(self, mode: RankingMode, **kwargs) \
+            -> AsyncGenerator[Union[LazyIllust, PixivRepoMetadata], None]:
+        logger.debug(f"[repo] illust_ranking {mode}")
+        return self._get_illusts(self._papi.illust_ranking,
+                                 block_tags=self._conf.pixiv_block_tags,
+                                 mode=mode.name, **kwargs)
 
     @auto_retry
-    async def image(self, illust: Illust) -> bytes:
+    async def _image(self, illust: Illust, **kwargs) -> bytes:
         logger.debug(f"[remote] image {illust.id}")
-
-        await self._sema.acquire()
-        try:
+        async with self._sema:
             download_quantity = self._conf.pixiv_download_quantity
             custom_domain = self._conf.pixiv_download_custom_domain
 
@@ -398,9 +355,16 @@ async def image(self, illust: Illust) -> bytes:
                 url = url.replace("i.pximg.net", custom_domain)
 
             with BytesIO() as bio:
-                await self._papi.download(url, fname=bio)
+                await self._papi.download(url, fname=bio, **kwargs)
                 content = bio.getvalue()
                 content = await self._compressor.compress(content)
                 return content
-        finally:
-            self._sema.release()
+
+    async def image(self, illust: Illust, **kwargs) \
+            -> AsyncGenerator[Union[bytes, PixivRepoMetadata], None]:
+        data = await self._image(illust, **kwargs)
+        yield PixivRepoMetadata()
+        yield data
+
+
+__all__ = ("RemotePixivRepo",)
diff --git a/src/nonebot_plugin_pixivbot/data/pixiv_repo/repo.py b/src/nonebot_plugin_pixivbot/data/pixiv_repo/repo.py
index 5cf160d..3bcdc01 100644
--- a/src/nonebot_plugin_pixivbot/data/pixiv_repo/repo.py
+++ b/src/nonebot_plugin_pixivbot/data/pixiv_repo/repo.py
@@ -1,168 +1,148 @@
+from datetime import datetime, timedelta
 from functools import partial
-from inspect import isawaitable
-from typing import List, Tuple, AsyncGenerator, Optional, TypeVar, Callable, Union, Awaitable
+from typing import Any, AsyncGenerator, List, Tuple
 
 from nonebot import logger
 
 from nonebot_plugin_pixivbot.config import Config
 from nonebot_plugin_pixivbot.enums import RankingMode
 from nonebot_plugin_pixivbot.model import Illust, User
-from .abstract_mediator import AbstractMediator
+from . import LazyIllust
 from .abstract_repo import AbstractPixivRepo
-from .lazy_illust import LazyIllust
-from .local_repo import LocalPixivRepo, CacheExpiredError, NoSuchItemError
+from .abstract_repo import PixivRepoMetadata
+from .enums import *
+from .local_repo import LocalPixivRepo
+from .mediator import mediate_single, mediate_many, mediate_append
 from .pkg_context import context
 from .remote_repo import RemotePixivRepo
-
-T = TypeVar("T")
-
-SEARCH_ILLUST = 0
-SEARCH_USER = 1
-USER_ILLUSTS = 2
-USER_BOOKMARKS = 3
-RECOMMENDED_ILLUSTS = 4
-ILLUST_RANKING = 5
-ILLUST_DETAIL = 6
-IMAGE = 7
-RELATED_ILLUSTS = 8
-USER_DETAIL = 9
-
-
-async def mixin(cache_loader: Callable[[], Union[T, Awaitable[T]]],
-                remote_fetcher: Callable[[], Union[T, Awaitable[T]]],
-                hook_on_cache: Optional[Callable[[T], T]] = None,
-                hook_on_fetch: Optional[Callable[[T], T]] = None) \
-        -> AsyncGenerator[T, None]:
-    try:
-        cache = cache_loader()
-        if isawaitable(cache):
-            cache = await cache
-
-        if hook_on_cache:
-            cache = hook_on_cache(cache)
-        yield cache
-    except (CacheExpiredError, NoSuchItemError):
-        result = remote_fetcher()
-        if isawaitable(result):
-            result = await result
-
-        if hook_on_fetch:
-            result = hook_on_fetch(result)
-        yield result
-
-
-async def mixin_agen(cache_loader: Callable[[], AsyncGenerator[T, None]],
-                     remote_fetcher: Callable[[], AsyncGenerator[T, None]]) \
-        -> AsyncGenerator[T, None]:
-    try:
-        async for x in cache_loader():
-            yield x
-    except (CacheExpiredError, NoSuchItemError):
-        async for x in remote_fetcher():
-            yield x
-
-
-async def mixin_append_agen(cache_loader: Callable[[], AsyncGenerator[T, None]],
-                            remote_fetcher: Callable[[], AsyncGenerator[T, None]],
-                            cache_appender: Callable[[List[T]], Awaitable[bool]]) \
-        -> AsyncGenerator[T, None]:
-    try:
-        async for x in cache_loader():
-            yield x
-    except NoSuchItemError:
-        async for x in remote_fetcher():
-            yield x
-    except CacheExpiredError:
-        # if cache expired, pick new bookmarks from remote
-        buffer = []
-        async for illust in remote_fetcher():
-            buffer.append(illust)
-            if len(buffer) >= 20:
-                if await cache_appender(buffer):
-                    break
-                buffer = []
-        else:
-            if len(buffer) > 0:
-                await cache_appender(buffer)
-
-        async for x in cache_loader():
-            yield x
-
-
-T_ID = TypeVar("T_ID")
+from .shared_agen import SharedAsyncGeneratorManager
 
 
 @context.inject
 @context.register_singleton()
-class PixivMediator(AbstractMediator[T_ID]):
+class PixivSharedAsyncGeneratorManager(SharedAsyncGeneratorManager[Tuple[int, Any], Any]):
     conf: Config
     local: LocalPixivRepo
     remote: RemotePixivRepo
 
+    def calc_expires_time(self, identifier: Tuple[int, Any], update_time: datetime) -> datetime:
+        if identifier[0] == ILLUST_DETAIL:
+            return update_time + timedelta(seconds=self.conf.pixiv_illust_detail_cache_expires_in)
+        elif identifier[0] == USER_DETAIL:
+            return update_time + timedelta(seconds=self.conf.pixiv_user_detail_cache_expires_in)
+        elif identifier[0] == SEARCH_ILLUST:
+            return update_time + timedelta(seconds=self.conf.pixiv_search_illust_cache_expires_in)
+        elif identifier[0] == SEARCH_USER:
+            return update_time + timedelta(seconds=self.conf.pixiv_search_user_cache_expires_in)
+        elif identifier[0] == USER_ILLUSTS:
+            return update_time + timedelta(seconds=self.conf.pixiv_user_illusts_cache_expires_in)
+        elif identifier[0] == USER_BOOKMARKS:
+            return update_time + timedelta(seconds=self.conf.pixiv_user_bookmarks_cache_expires_in)
+        elif identifier[0] == RECOMMENDED_ILLUSTS:
+            return update_time + timedelta(seconds=self.conf.pixiv_other_cache_expires_in)
+        elif identifier[0] == RELATED_ILLUSTS:
+            return update_time + timedelta(seconds=self.conf.pixiv_related_illusts_cache_expires_in)
+        elif identifier[0] == ILLUST_RANKING:
+            return update_time + timedelta(seconds=self.conf.pixiv_illust_ranking_cache_expires_in)
+        elif identifier[0] == IMAGE:
+            return update_time + timedelta(seconds=self.conf.pixiv_download_cache_expires_in)
+        else:
+            raise ValueError("invalid identifier: " + str(identifier))
+
+    async def on_agen_next(self, identifier: Tuple[int, Any], item: Any):
+        if isinstance(item, PixivRepoMetadata) and not self.get_expires_time(identifier):
+            self.set_expires_time(identifier, self.calc_expires_time(identifier, item.update_time))
+
     def illust_detail_factory(self, illust_id: int) -> AsyncGenerator[Illust, None]:
-        return mixin(
-            cache_loader=partial(self.local.illust_detail, illust_id=illust_id),
-            remote_fetcher=partial(self.remote.illust_detail, illust_id=illust_id)
+        return mediate_single(
+            cache_factory=partial(self.local.illust_detail, illust_id=illust_id),
+            remote_factory=partial(self.remote.illust_detail, illust_id=illust_id),
+            cache_updater=lambda data, metadata: self.local.update_illust_detail(data, metadata)
         )
 
     def user_detail_factory(self, user_id: int) -> AsyncGenerator[User, None]:
-        return mixin(
-            cache_loader=partial(self.local.user_detail, user_id=user_id),
-            remote_fetcher=partial(self.remote.user_detail, user_id=user_id)
+        return mediate_single(
+            cache_factory=partial(self.local.user_detail, user_id=user_id),
+            remote_factory=partial(self.remote.user_detail, user_id=user_id),
+            cache_updater=lambda data, metadata: self.local.update_user_detail(data, metadata)
         )
 
     def search_illust_factory(self, word: str) -> AsyncGenerator[LazyIllust, None]:
-        return mixin_agen(
-            cache_loader=partial(self.local.search_illust, word=word),
-            remote_fetcher=partial(self.remote.search_illust, word=word),
+        return mediate_many(
+            cache_factory=partial(self.local.search_illust, word=word),
+            remote_factory=partial(self.remote.search_illust, word=word),
+            cache_updater=lambda data, metadata: self.local.update_search_illust(word, data, metadata),
+            cache_appender=lambda data, metadata: self.local.append_search_illust(word, data, metadata),
+            max_item=self.conf.pixiv_random_illust_max_item,
+            max_page=self.conf.pixiv_random_illust_max_page,
         )
 
     def search_user_factory(self, word: str) -> AsyncGenerator[User, None]:
-        return mixin_agen(
-            cache_loader=partial(self.local.search_user, word=word),
-            remote_fetcher=partial(self.remote.search_user, word=word),
+        return mediate_many(
+            cache_factory=partial(self.local.search_user, word=word),
+            remote_factory=partial(self.remote.search_user, word=word),
+            cache_updater=lambda data, metadata: self.local.update_search_user(word, data, metadata),
+            cache_appender=lambda data, metadata: self.local.append_search_user(word, data, metadata),
+            max_page=1,
         )
 
     def user_illusts_factory(self, user_id: int) -> AsyncGenerator[LazyIllust, None]:
-        return mixin_append_agen(
-            cache_loader=partial(self.local.user_illusts, user_id=user_id),
-            remote_fetcher=partial(self.remote.user_illusts, user_id=user_id),
-            cache_appender=partial(self.local.append_user_illusts, user_id=user_id),
+        return mediate_append(
+            cache_factory=partial(self.local.user_illusts, user_id=user_id),
+            remote_factory=partial(self.remote.user_illusts, user_id=user_id),
+            cache_updater=lambda data, metadata: self.local.update_user_illusts(user_id, data, metadata),
+            cache_appender=lambda data, metadata: self.local.append_user_illusts(user_id, data, metadata),
+            max_item=self.conf.pixiv_random_user_illust_max_item,
+            max_page=self.conf.pixiv_random_user_illust_max_page,
         )
 
     def user_bookmarks_factory(self, user_id: int) -> AsyncGenerator[LazyIllust, None]:
-        return mixin_append_agen(
-            cache_loader=partial(self.local.user_bookmarks, user_id=user_id),
-            remote_fetcher=partial(self.remote.user_bookmarks, user_id=user_id),
-            cache_appender=partial(self.local.append_user_bookmarks, user_id=user_id),
+        return mediate_append(
+            cache_factory=partial(self.local.user_bookmarks, user_id=user_id),
+            remote_factory=partial(self.remote.user_bookmarks, user_id=user_id),
+            cache_updater=lambda data, metadata: self.local.update_user_bookmarks(user_id, data, metadata),
+            cache_appender=lambda data, metadata: self.local.append_user_bookmarks(user_id, data, metadata),
+            max_item=self.conf.pixiv_random_bookmark_max_item,
+            max_page=self.conf.pixiv_random_bookmark_max_page,
         )
 
     def recommended_illusts_factory(self) -> AsyncGenerator[LazyIllust, None]:
-        return mixin_agen(
-            cache_loader=self.local.recommended_illusts,
-            remote_fetcher=self.remote.recommended_illusts
+        return mediate_many(
+            cache_factory=self.local.recommended_illusts,
+            remote_factory=self.remote.recommended_illusts,
+            cache_updater=lambda data, metadata: self.local.update_recommended_illusts(data, metadata),
+            cache_appender=lambda data, metadata: self.local.append_recommended_illusts(data, metadata),
+            max_item=self.conf.pixiv_random_recommended_illust_max_item,
+            max_page=self.conf.pixiv_random_recommended_illust_max_page,
         )
 
     def related_illusts_factory(self, illust_id: int) -> AsyncGenerator[LazyIllust, None]:
-        return mixin_agen(
-            cache_loader=partial(self.local.related_illusts, illust_id=illust_id),
-            remote_fetcher=partial(self.remote.related_illusts, illust_id=illust_id),
+        return mediate_many(
+            cache_factory=partial(self.local.related_illusts, illust_id),
+            remote_factory=partial(self.remote.related_illusts, illust_id),
+            cache_updater=lambda data, metadata: self.local.update_related_illusts(illust_id, data, metadata),
+            cache_appender=lambda data, metadata: self.local.append_related_illusts(illust_id, data, metadata),
+            max_item=self.conf.pixiv_random_related_illust_max_item,
+            max_page=self.conf.pixiv_random_related_illust_max_page,
         )
 
     def illust_ranking_factory(self, mode: RankingMode) -> AsyncGenerator[List[LazyIllust], None]:
-        range = 1, self.conf.pixiv_ranking_fetch_item
-        return mixin(
-            cache_loader=partial(self.local.illust_ranking, mode=mode, range=range),
-            remote_fetcher=partial(self.remote.illust_ranking, mode=mode, range=range)
+        return mediate_many(
+            cache_factory=partial(self.local.illust_ranking, mode),
+            remote_factory=partial(self.remote.illust_ranking, mode),
+            cache_updater=lambda data, metadata: self.local.update_illust_ranking(mode, data, metadata),
+            cache_appender=lambda data, metadata: self.local.append_illust_ranking(mode, data, metadata),
+            max_item=self.conf.pixiv_ranking_fetch_item,
         )
 
     def image_factory(self, illust: Illust) -> AsyncGenerator[LazyIllust, None]:
-        return mixin(
-            cache_loader=partial(self.local.image, illust=illust),
-            remote_fetcher=partial(self.remote.image, illust=illust),
+        return mediate_single(
+            cache_factory=partial(self.local.image, illust),
+            remote_factory=partial(self.remote.image, illust),
+            cache_updater=lambda data, metadata: self.local.update_image(illust.id, data, metadata)
         )
 
-    def agen_factory(self, identifier: T_ID, *args, **kwargs) -> AsyncGenerator[T, None]:
+    def agen_factory(self, identifier: Tuple[int, Any], *args, **kwargs) -> AsyncGenerator[Any, None]:
         if identifier[0] == ILLUST_DETAIL:
             return self.illust_detail_factory(identifier[1])
         elif identifier[0] == USER_DETAIL:
@@ -186,101 +166,85 @@ def agen_factory(self, identifier: T_ID, *args, **kwargs) -> AsyncGenerator[T, N
         else:
             raise ValueError("invalid identifier: " + str(identifier))
 
-    async def on_agen_stop(self, identifier: T_ID, items: List[T]):
-        if identifier[0] == ILLUST_DETAIL:
-            return await self.local.update_illust_detail(items[0])
-        elif identifier[0] == USER_DETAIL:
-            return await self.local.update_user_detail(items[0])
-        elif identifier[0] == SEARCH_ILLUST:
-            return await self.local.update_search_illust(identifier[1], items)
-        elif identifier[0] == SEARCH_USER:
-            return await self.local.update_search_user(identifier[1], items)
-        elif identifier[0] == USER_ILLUSTS:
-            pass
-            # return await self.local.update_user_illusts(identifier[1], items)
-        elif identifier[0] == USER_BOOKMARKS:
-            pass
-            # return await self.local.update_user_bookmarks(identifier[1], items)
-        elif identifier[0] == RECOMMENDED_ILLUSTS:
-            return await self.local.update_recommended_illusts(items)
-        elif identifier[0] == RELATED_ILLUSTS:
-            return await self.local.update_related_illusts(identifier[1], items)
-        elif identifier[0] == ILLUST_RANKING:
-            return await self.local.update_illust_ranking(identifier[1], items[0])
-        elif identifier[0] == IMAGE:
-            return await self.local.update_image(identifier[1], items[0])
-        else:
-            raise ValueError("invalid identifier: " + str(identifier))
-
 
 @context.inject
 @context.root.register_singleton()
 class PixivRepo(AbstractPixivRepo):
-    _mediator: PixivMediator
+    _shared_agen_mgr: PixivSharedAsyncGeneratorManager
     _local: LocalPixivRepo
 
     async def invalidate_cache(self):
         await self._local.invalidate_cache()
 
-    async def illust_detail(self, illust_id: int) -> Illust:
+    async def illust_detail(self, illust_id: int) -> AsyncGenerator[Illust, None]:
         logger.info(f"[repo] illust_detail {illust_id}")
-        with self._mediator.get((ILLUST_DETAIL, illust_id)) as gen:
+        with self._shared_agen_mgr.get((ILLUST_DETAIL, illust_id)) as gen:
             async for x in gen:
-                return x
+                if not isinstance(x, PixivRepoMetadata):
+                    yield x
 
-    async def user_detail(self, user_id: int) -> User:
+    async def user_detail(self, user_id: int) -> AsyncGenerator[User, None]:
         logger.info(f"[repo] user_detail {user_id}")
-        with self._mediator.get((USER_DETAIL, user_id)) as gen:
+        with self._shared_agen_mgr.get((USER_DETAIL, user_id)) as gen:
             async for x in gen:
-                return x
+                if not isinstance(x, PixivRepoMetadata):
+                    yield x
 
     async def search_illust(self, word: str) -> AsyncGenerator[LazyIllust, None]:
         logger.info(f"[repo] search_illust {word}")
-        with self._mediator.get((SEARCH_ILLUST, word)) as gen:
+        with self._shared_agen_mgr.get((SEARCH_ILLUST, word)) as gen:
             async for x in gen:
-                yield x
+                if not isinstance(x, PixivRepoMetadata):
+                    yield x
 
     async def search_user(self, word: str) -> AsyncGenerator[User, None]:
         logger.info(f"[repo] search_user {word}")
-        with self._mediator.get((SEARCH_USER, word)) as gen:
+        with self._shared_agen_mgr.get((SEARCH_USER, word)) as gen:
             async for x in gen:
-                yield x
+                if not isinstance(x, PixivRepoMetadata):
+                    yield x
 
     async def user_illusts(self, user_id: int = 0) -> AsyncGenerator[LazyIllust, None]:
         logger.info(f"[repo] user_illusts {user_id}")
-        with self._mediator.get((USER_ILLUSTS, user_id)) as gen:
+        with self._shared_agen_mgr.get((USER_ILLUSTS, user_id)) as gen:
             async for x in gen:
-                yield x
+                if not isinstance(x, PixivRepoMetadata):
+                    yield x
 
     async def user_bookmarks(self, user_id: int = 0) -> AsyncGenerator[LazyIllust, None]:
         logger.info(f"[repo] user_bookmarks {user_id}")
-        with self._mediator.get((USER_BOOKMARKS, user_id)) as gen:
+        with self._shared_agen_mgr.get((USER_BOOKMARKS, user_id)) as gen:
             async for x in gen:
-                yield x
+                if not isinstance(x, PixivRepoMetadata):
+                    yield x
 
     async def recommended_illusts(self) -> AsyncGenerator[LazyIllust, None]:
         logger.info(f"[repo] recommended_illusts")
-        with self._mediator.get((RECOMMENDED_ILLUSTS,)) as gen:
+        with self._shared_agen_mgr.get((RECOMMENDED_ILLUSTS, None)) as gen:
             async for x in gen:
-                yield x
+                if not isinstance(x, PixivRepoMetadata):
+                    yield x
 
     async def related_illusts(self, illust_id: int) -> AsyncGenerator[LazyIllust, None]:
         logger.info(f"[repo] related_illusts {illust_id}")
-        with self._mediator.get((RELATED_ILLUSTS, illust_id)) as gen:
+        with self._shared_agen_mgr.get((RELATED_ILLUSTS, illust_id)) as gen:
             async for x in gen:
-                yield x
+                if not isinstance(x, PixivRepoMetadata):
+                    yield x
 
-    async def illust_ranking(self, mode: RankingMode, range: Tuple[int, int]) -> List[LazyIllust]:
-        logger.info(f"[repo] illust_ranking {mode} {range[0]}~{range[1]}")
-        with self._mediator.get((ILLUST_RANKING, mode)) as gen:
-            async for items in gen:
-                return items[range[0] - 1:range[1]]
+    async def illust_ranking(self, mode: RankingMode) -> AsyncGenerator[LazyIllust, None]:
+        logger.info(f"[repo] illust_ranking {mode}")
+        with self._shared_agen_mgr.get((ILLUST_RANKING, mode)) as gen:
+            async for x in gen:
+                if not isinstance(x, PixivRepoMetadata):
+                    yield x
 
-    async def image(self, illust: Illust) -> bytes:
+    async def image(self, illust: Illust) -> AsyncGenerator[bytes, None]:
         logger.info(f"[repo] image {illust.id}")
-        with self._mediator.get((IMAGE, illust.id), illust) as gen:
+        with self._shared_agen_mgr.get((IMAGE, illust.id), illust) as gen:
             async for x in gen:
-                return x
+                if not isinstance(x, PixivRepoMetadata):
+                    yield x
 
 
 __all__ = ('PixivRepo',)
diff --git a/src/nonebot_plugin_pixivbot/data/pixiv_repo/abstract_mediator.py b/src/nonebot_plugin_pixivbot/data/pixiv_repo/shared_agen.py
similarity index 58%
rename from src/nonebot_plugin_pixivbot/data/pixiv_repo/abstract_mediator.py
rename to src/nonebot_plugin_pixivbot/data/pixiv_repo/shared_agen.py
index ba76db7..7dd87b2 100644
--- a/src/nonebot_plugin_pixivbot/data/pixiv_repo/abstract_mediator.py
+++ b/src/nonebot_plugin_pixivbot/data/pixiv_repo/shared_agen.py
@@ -1,17 +1,22 @@
 from abc import ABC, abstractmethod
-from asyncio import Lock
+from asyncio import Lock, create_task
 from contextlib import AbstractContextManager
+from datetime import datetime
 from inspect import isawaitable
 from types import TracebackType
-from typing import Any, Awaitable, Generic, TypeVar, Callable, Union, AsyncGenerator, List, Type, Optional
+from typing import Any, Awaitable, Generic, TypeVar, Callable, Union, AsyncGenerator, List, Type, Optional, Dict
 
 from nonebot import logger
 
+from nonebot_plugin_pixivbot.utils.expires_lru_dict import ExpiresLruDict
+
+T_ID = TypeVar("T_ID")
 T_ITEM = TypeVar("T_ITEM")
 
 
 class SharedAsyncGeneratorContextManager(AbstractContextManager, Generic[T_ITEM]):
     def __init__(self, origin: AsyncGenerator[T_ITEM, None],
+                 on_each: Callable[[T_ITEM], Union[None, Awaitable[None]]],
                  on_stop: Callable[[List[T_ITEM]],
                                    Union[None, Awaitable[None]]],
                  on_consumers_changed: Callable[["SharedAsyncGeneratorContextManager", int], None]):
@@ -20,9 +25,10 @@ def __init__(self, origin: AsyncGenerator[T_ITEM, None],
         self._stopped = False  # whether origin has raised a StopIteration
         self._got_items = []  # items got from origin, used to replay
         self._got = 0  # count of items got from origin
-        self._mutex = Lock()  # for coroutine safety
+        self._mutex = Lock()  # to solve race
         self._consumers = 0  # count of consumer
-        self._on_stop = on_stop  # callback on origin stops iteration
+        self._on_each = on_each  # callback on origin yields
+        self._on_stop = on_stop  # callback on origin stops
         self._on_consumers_changed = on_consumers_changed  # callback on a consumer enters or exits
 
     @property
@@ -40,9 +46,13 @@ async def _generator_factory(self) -> AsyncGenerator[T_ITEM, None]:
                     break
 
                 async with self._mutex:
+                    if self._stopped:
+                        break
+
                     try:
                         if cur == self._got:
                             new_data = await self._origin.__anext__()
+                            await self._on_each(new_data)
                             self._got_items.append(new_data)
                             self._got += 1
                         yield self._got_items[cur]
@@ -64,46 +74,70 @@ def __exit__(self, exc_type: Optional[Type[BaseException]],
         self._consumers -= 1
         self._on_consumers_changed(self, self._consumers)
 
-    def close(self):
-        self._origin.athrow(GeneratorExit)
+    async def aclose(self):
+        return await self._origin.aclose()
 
-
-T_ID = TypeVar("T_ID")
+    def close(self):
+        create_task(self.aclose())
 
 
-class AbstractMediator(ABC, Generic[T_ID]):
+class SharedAsyncGeneratorManager(ABC, Generic[T_ID, T_ITEM]):
     def __init__(self):
         self._ctx_mgr = {}
-        self._stopped_ctx_mgr = {}  # TODO: Cache Control, with exact expires time
+        self._paused_ctx_mgr = ExpiresLruDict(1024, SharedAsyncGeneratorManager._cleanup)
+        self._expires_time: Dict[T_ID, datetime] = {}
 
     @abstractmethod
     def agen_factory(self, identifier: T_ID, *args, **kwargs) -> AsyncGenerator[T_ITEM, None]:
         raise NotImplementedError()
 
-    @abstractmethod
+    def on_agen_next(self, identifier: T_ID, item: T_ITEM) -> Union[None, Awaitable[None]]:
+        pass
+
     def on_agen_stop(self, identifier: T_ID, items: List[T_ITEM]) -> Union[None, Awaitable[None]]:
-        raise NotImplementedError()
+        pass
+
+    @staticmethod
+    def _cleanup(identifier: T_ID, ctx_mgr: SharedAsyncGeneratorContextManager[T_ITEM]):
+        ctx_mgr.close()
 
     def on_consumers_changed(self, identifier: T_ID,
                              ctx_mgr: SharedAsyncGeneratorContextManager[T_ITEM],
                              consumers: int):
-        if identifier in self._stopped_ctx_mgr and consumers > 0:
-            logger.debug(f"[mediator] {identifier} re-started")
-            del self._stopped_ctx_mgr[identifier]
+        if identifier in self._paused_ctx_mgr and consumers > 0:
+            logger.debug(f"[agen_manager] {identifier} re-started")
+            del self._paused_ctx_mgr[identifier]
             self._ctx_mgr[identifier] = ctx_mgr
         elif identifier in self._ctx_mgr and consumers == 0:
-            logger.debug(f"[mediator] {identifier} stopped")
             del self._ctx_mgr[identifier]
-            self._stopped_ctx_mgr[identifier] = ctx_mgr
-
-    def get(self, identifier: Any, *args, **kwargs) -> SharedAsyncGeneratorContextManager[T_ITEM]:
-        if identifier in self._stopped_ctx_mgr:
-            return self._stopped_ctx_mgr[identifier]
+            self._cleanup(identifier, ctx_mgr)
+            if identifier in self._expires_time:
+                logger.debug(f"[agen_manager] {identifier} paused")
+                self._paused_ctx_mgr.add(identifier, ctx_mgr, self._expires_time[identifier])
+            else:
+                logger.debug(f"[agen_manager] {identifier} stopped")
+
+    def get_expires_time(self, identifier: T_ID) -> Optional[datetime]:
+        return self._expires_time.get(identifier, None)
+
+    def set_expires_time(self, identifier: T_ID, expires_time: datetime):
+        if identifier not in self._expires_time:
+            self._expires_time[identifier] = expires_time
+            logger.debug(f"[agen_manager] {identifier} will expire at {expires_time}")
+        elif self._expires_time[identifier] != expires_time:
+            raise RuntimeError(f"{identifier} expires time already set")
+
+    def get(self, identifier: Any, *args, **kwargs) \
+            -> SharedAsyncGeneratorContextManager[T_ITEM]:
+        if identifier in self._paused_ctx_mgr:
+            return self._paused_ctx_mgr[identifier]
         elif identifier in self._ctx_mgr:
             return self._ctx_mgr[identifier]
         else:
+            origin = self.agen_factory(identifier, *args, **kwargs)
             self._ctx_mgr[identifier] = SharedAsyncGeneratorContextManager(
-                origin=self.agen_factory(identifier, *args, **kwargs),
+                origin=origin,
+                on_each=lambda item: self.on_agen_next(identifier, item),
                 on_stop=lambda items: self.on_agen_stop(identifier, items),
                 on_consumers_changed=lambda ctx_mgr, consumers: self.on_consumers_changed(
                     identifier, ctx_mgr, consumers)
diff --git a/src/nonebot_plugin_pixivbot/handler/common/common.py b/src/nonebot_plugin_pixivbot/handler/common/common.py
index f2696f5..48d8828 100644
--- a/src/nonebot_plugin_pixivbot/handler/common/common.py
+++ b/src/nonebot_plugin_pixivbot/handler/common/common.py
@@ -7,6 +7,7 @@
 from .recorder import Recorder
 from ..entry_handler import EntryHandler
 from ..interceptor.cooldown_interceptor import CooldownInterceptor
+from ..interceptor.loading_interceptor import LoadingInterceptor
 from ..interceptor.timeout_interceptor import TimeoutInterceptor
 from ...model import Illust
 from ...model.message import IllustMessageModel, IllustMessagesModel
@@ -50,6 +51,7 @@ def __init__(self):
         self.postman_manager = RecordPostmanManager(self.postman_manager)
         self.add_interceptor(context.require(CooldownInterceptor))
         self.add_interceptor(context.require(TimeoutInterceptor))
+        self.add_interceptor(context.require(LoadingInterceptor))
 
     async def post_illust(self, illust: Illust, *,
                           header: Optional[str] = None,
diff --git a/src/nonebot_plugin_pixivbot/handler/interceptor/default_error_interceptor.py b/src/nonebot_plugin_pixivbot/handler/interceptor/default_error_interceptor.py
index 1c91bfd..fa854f4 100644
--- a/src/nonebot_plugin_pixivbot/handler/interceptor/default_error_interceptor.py
+++ b/src/nonebot_plugin_pixivbot/handler/interceptor/default_error_interceptor.py
@@ -7,7 +7,6 @@
 from nonebot_plugin_pixivbot.protocol_dep.post_dest import PostDestination
 from nonebot_plugin_pixivbot.utils.errors import BadRequestError, QueryError
 from .interceptor import Interceptor
-from ...protocol_dep.postman import PostmanManager
 
 UID = TypeVar("UID")
 GID = TypeVar("GID")
@@ -16,11 +15,6 @@
 @context.inject
 @context.register_singleton()
 class DefaultErrorInterceptor(Interceptor):
-    postman_manager: PostmanManager
-
-    async def post_plain_text(self, message: str,
-                              post_dest: PostDestination):
-        await self.postman_manager.send_plain_text(message, post_dest=post_dest)
 
     async def intercept(self, wrapped_func: Callable, *,
                         post_dest: PostDestination[UID, GID],
diff --git a/src/nonebot_plugin_pixivbot/handler/interceptor/interceptor.py b/src/nonebot_plugin_pixivbot/handler/interceptor/interceptor.py
index f38aff8..c01eb69 100644
--- a/src/nonebot_plugin_pixivbot/handler/interceptor/interceptor.py
+++ b/src/nonebot_plugin_pixivbot/handler/interceptor/interceptor.py
@@ -2,21 +2,21 @@
 from functools import wraps
 from typing import Callable, TypeVar
 
+from nonebot_plugin_pixivbot import context
 from nonebot_plugin_pixivbot.protocol_dep.post_dest import PostDestination
+from nonebot_plugin_pixivbot.protocol_dep.postman import PostmanManager
 
 UID = TypeVar("UID")
 GID = TypeVar("GID")
 
 
+@context.inject
 class Interceptor(ABC):
-    def __call__(self, wrapped: Callable):
-        @wraps(wrapped)
-        async def wrapper(post_dest: PostDestination[UID, GID],
-                          silently: bool,
-                          **kwargs):
-            await self.intercept(wrapped, post_dest=post_dest, silently=silently, **kwargs)
+    postman_manager: PostmanManager
 
-        return wrapper
+    async def post_plain_text(self, message: str,
+                              post_dest: PostDestination):
+        await self.postman_manager.send_plain_text(message, post_dest=post_dest)
 
     @abstractmethod
     async def intercept(self, wrapped_func: Callable, *,
@@ -24,3 +24,12 @@ async def intercept(self, wrapped_func: Callable, *,
                         silently: bool,
                         **kwargs):
         raise NotImplementedError()
+
+    def __call__(self, wrapped: Callable):
+        @wraps(wrapped)
+        async def wrapper(post_dest: PostDestination[UID, GID],
+                          silently: bool,
+                          **kwargs):
+            await self.intercept(wrapped, post_dest=post_dest, silently=silently, **kwargs)
+
+        return wrapper
diff --git a/src/nonebot_plugin_pixivbot/handler/interceptor/loading_interceptor.py b/src/nonebot_plugin_pixivbot/handler/interceptor/loading_interceptor.py
new file mode 100644
index 0000000..cdaecd0
--- /dev/null
+++ b/src/nonebot_plugin_pixivbot/handler/interceptor/loading_interceptor.py
@@ -0,0 +1,30 @@
+from asyncio import create_task, sleep, shield, Task
+from typing import Callable, Optional
+
+from nonebot import logger
+
+from nonebot_plugin_pixivbot import context
+from nonebot_plugin_pixivbot.protocol_dep.post_dest import PostDestination
+from .interceptor import Interceptor, UID, GID
+
+
+@context.register_singleton()
+class LoadingInterceptor(Interceptor):
+    async def send_delayed_loading(self, post_dest: PostDestination[UID, GID]):
+        await sleep(3.0)
+        logger.debug(f"send delayed loading to {post_dest.identifier}")
+        await shield(self.post_plain_text("努力加载中", post_dest))
+
+    async def intercept(self, wrapped_func: Callable,
+                        *, post_dest: PostDestination[UID, GID],
+                        silently: bool,
+                        **kwargs):
+        task: Optional[Task] = None
+        if not silently:
+            task = create_task(self.send_delayed_loading(post_dest))
+
+        try:
+            await wrapped_func(post_dest=post_dest, silently=silently, **kwargs)
+        finally:
+            if task and not task.done():
+                task.cancel()
diff --git a/src/nonebot_plugin_pixivbot/handler/interceptor/permission_interceptor.py b/src/nonebot_plugin_pixivbot/handler/interceptor/permission_interceptor.py
index 41f2183..c517377 100644
--- a/src/nonebot_plugin_pixivbot/handler/interceptor/permission_interceptor.py
+++ b/src/nonebot_plugin_pixivbot/handler/interceptor/permission_interceptor.py
@@ -9,7 +9,6 @@
 from nonebot_plugin_pixivbot.protocol_dep.authenticator import AuthenticatorManager
 from nonebot_plugin_pixivbot.protocol_dep.post_dest import PostDestination
 from .interceptor import Interceptor
-from ...protocol_dep.postman import PostmanManager
 
 UID = TypeVar("UID")
 GID = TypeVar("GID")
@@ -17,12 +16,6 @@
 
 @context.inject
 class PermissionInterceptor(Interceptor, ABC):
-    postman_mgr: PostmanManager
-
-    async def post_plain_text(self, message: str,
-                              post_dest: PostDestination):
-        await self.postman_mgr.send_plain_text(message, post_dest=post_dest)
-
     @abstractmethod
     def has_permission(self, post_dest: PostDestination[UID, GID]) -> Union[bool, Awaitable[bool]]:
         raise NotImplementedError()
@@ -71,26 +64,6 @@ async def has_permission(self, post_dest: PostDestination[UID, GID]) -> bool:
         return False
 
 
-class AllPermissionInterceptor(PermissionInterceptor):
-    def __init__(self, *interceptors: PermissionInterceptor):
-        super().__init__()
-        self.interceptors = list(interceptors)
-
-    def append(self, interceptor: PermissionInterceptor):
-        self.interceptors.append(interceptor)
-
-    async def has_permission(self, post_dest: PostDestination[UID, GID]) -> bool:
-        for inter in self.interceptors:
-            p = inter.has_permission(post_dest)
-            if isawaitable(p):
-                p = await p
-
-            if not p:
-                return False
-
-        return True
-
-
 @context.register_singleton()
 class SuperuserInterceptor(PermissionInterceptor):
     def __init__(self):
diff --git a/src/nonebot_plugin_pixivbot/model/message/illust_message.py b/src/nonebot_plugin_pixivbot/model/message/illust_message.py
index f026441..021501b 100644
--- a/src/nonebot_plugin_pixivbot/model/message/illust_message.py
+++ b/src/nonebot_plugin_pixivbot/model/message/illust_message.py
@@ -12,6 +12,15 @@
 conf = context.require(Config)
 
 
+async def download_image(illust: Illust):
+    with BytesIO() as bio:
+        repo = context.require(PixivRepo)
+        async for x in repo.image(illust):
+            bio.write(x)
+            break
+        return bio.getvalue()
+
+
 class IllustMessageModel(BaseModel):
     id: int = 0
     title: str = ""
@@ -42,11 +51,7 @@ async def from_illust(illust: Illust, *,
             elif conf.pixiv_block_action == BlockAction.no_reply:
                 return None
         else:
-            with BytesIO() as bio:
-                repo = context.require(PixivRepo)
-                bio.write(await repo.image(illust))
-                model.image = bio.getvalue()
-
+            model.image = await download_image(illust)
         model.title = illust.title
         model.author = f"{illust.user.name} ({illust.user.id})"
         model.create_time = illust.create_date.strftime('%Y-%m-%d %H:%M:%S')
diff --git a/src/nonebot_plugin_pixivbot/model/subscription.py b/src/nonebot_plugin_pixivbot/model/subscription.py
index fbb71b0..2d77946 100644
--- a/src/nonebot_plugin_pixivbot/model/subscription.py
+++ b/src/nonebot_plugin_pixivbot/model/subscription.py
@@ -17,8 +17,8 @@ class Subscription(GenericModel, Generic[UID, GID]):
     kwargs: Dict[str, Any]
     schedule: Sequence[int]
 
-    @validator("user_id")
-    def validate(cls, user_id, values, **kwargs):
+    @validator("user_id", allow_reuse=True)
+    def validate(cls, user_id, values):
         group_id = None
         if "group_id" in values:
             group_id = values["group_id"]
diff --git a/src/nonebot_plugin_pixivbot/service/pixiv_service.py b/src/nonebot_plugin_pixivbot/service/pixiv_service.py
index d388c82..d90cf79 100644
--- a/src/nonebot_plugin_pixivbot/service/pixiv_service.py
+++ b/src/nonebot_plugin_pixivbot/service/pixiv_service.py
@@ -1,4 +1,3 @@
-import asyncio
 from typing import List, Union, Tuple
 
 from nonebot import logger
@@ -34,11 +33,11 @@ async def _choice_and_load(self, illusts: List[LazyIllust], random_method: Rando
         return [await x.get() for x in winners]
 
     async def illust_ranking(self, mode: RankingMode, range: Tuple[int, int]) -> List[Illust]:
-        illusts = await self.repo.illust_ranking(mode, range)
-        return [await x.get() for x in illusts]
+        return [await x.get() async for x in self.repo.illust_ranking(mode)[range[0] - 1:range[1]]]
 
     async def illust_detail(self, illust: int) -> Illust:
-        return await self.repo.illust_detail(illust)
+        async for x in self.repo.illust_detail(illust):
+            return x
 
     async def random_illust(self, word: str, *, count: int = 1) -> List[Illust]:
         if self.conf.pixiv_tag_translation_enabled:
@@ -59,7 +58,8 @@ async def get_user(self, user: Union[str, int]) -> User:
                 return x
             raise QueryError("未找到用户")
         else:
-            return await self.repo.user_detail(user)
+            async for x in self.repo.user_detail(user):
+                return x
 
     async def random_user_illust(self, user: Union[str, int], *, count: int = 1) -> Tuple[User, List[Illust]]:
         user = await self.get_user(user)
diff --git a/src/nonebot_plugin_pixivbot/utils/expires_lru_dict.py b/src/nonebot_plugin_pixivbot/utils/expires_lru_dict.py
new file mode 100644
index 0000000..886353b
--- /dev/null
+++ b/src/nonebot_plugin_pixivbot/utils/expires_lru_dict.py
@@ -0,0 +1,101 @@
+from collections import OrderedDict
+from collections.abc import MutableMapping
+from dataclasses import dataclass
+from datetime import datetime
+from functools import total_ordering
+from heapq import heappop, heapify, heappush
+from typing import TypeVar, Generic, Iterator, List, Dict, Optional, Callable
+
+_KT = TypeVar("_KT")
+_VT = TypeVar("_VT")
+
+
+@dataclass(frozen=True)
+@total_ordering
+class ExpiresNode(Generic[_KT]):
+    key: _KT
+    expires_time: datetime
+
+    def __le__(self, other: "ExpiresNode"):
+        return self.expires_time < other.expires_time
+
+
+class ExpiresLruDict(MutableMapping[_KT, _VT], Generic[_KT, _VT]):
+    def __init__(self, maxsize: int, on_cleanup: Optional[Callable[[_KT, _VT], None]] = None):
+        self.maxsize = maxsize
+        self.on_cleanup = on_cleanup
+
+        self._data = OrderedDict[_KT, _VT]()
+        self._expires_heap: List[ExpiresNode[_KT]] = []
+        self._in_expires_heap: Dict[_KT, bool] = {}
+
+    def _collate(self, ensure_size_for_put: bool):
+        now = datetime.now()
+        while len(self._expires_heap) > 0 and self._expires_heap[0].expires_time <= now:
+            k = self._expires_heap[0].key
+            if k in self._data:
+                v = self._data.pop(k)
+                self.on_cleanup and self.on_cleanup(k, v)
+
+            del self._in_expires_heap[k]
+            heappop(self._expires_heap)
+
+        if ensure_size_for_put and len(self._data) == self.maxsize:
+            k, v = self._data.popitem(last=False)
+            self.on_cleanup and self.on_cleanup(k, v)
+            # we will not remove items from expires_heap
+            # until its size reach the threshold (checked on add)
+
+    def _collate_expires_heap(self):
+        threshold = 2 * self.maxsize - 1
+
+        if len(self._expires_heap) > threshold:
+            # rebuild _expires_heap & _in_expires_heap
+            expires_time_mapping = {}
+            for node in self._expires_heap:
+                expires_time_mapping[node.key] = expires_time_mapping[node.expires_time]
+
+            self._expires_heap = []
+            self._in_expires_heap = []
+            for key in self._data:
+                self._expires_heap[key] = ExpiresNode(
+                    key=key,
+                    expires_time=expires_time_mapping[key]
+                )
+                self._in_expires_heap[key] = True
+            heapify(self._expires_heap)
+
+    def add(self, key: _KT, value: _VT, expires_time: datetime):
+        self._collate(True)
+
+        if not self._in_expires_heap.get(key, False):
+            heappush(self._expires_heap, ExpiresNode(key, expires_time))
+            self._in_expires_heap[key] = True
+        self._collate_expires_heap()
+
+        self._data.__setitem__(key, value)
+
+    def __setitem__(self, key: _KT, value: _VT) -> None:
+        self._collate(False)
+        if key not in self._data:
+            raise KeyError(key)
+        self._data.__setitem__(key, value)
+
+    def __delitem__(self, key: _KT) -> None:
+        self._collate(False)
+
+        # we will not remove items from expires_heap
+        # until its size reach the threshold (checked on add)
+        return self._data.__delitem__(key)
+
+    def __getitem__(self, key: _KT) -> _VT:
+        self._collate(False)
+        return self._data.__getitem__(key)
+
+    def __len__(self) -> int:
+        self._collate(False)
+        return self._data.__len__()
+
+    def __iter__(self) -> Iterator[_KT]:
+        self._collate(False)
+        return self._data.__iter__()
diff --git a/src/nonebot_plugin_pixivbot/utils/lifecycler.py b/src/nonebot_plugin_pixivbot/utils/lifecycler.py
index 0873193..e484dea 100644
--- a/src/nonebot_plugin_pixivbot/utils/lifecycler.py
+++ b/src/nonebot_plugin_pixivbot/utils/lifecycler.py
@@ -31,7 +31,7 @@
 
 def on_startup(func, replay: bool = False):
     if replay and _startup.is_set():
-        logger.debug("replaying on_startup")
+        logger.debug("[lifecycler] replaying on_startup")
         x = func()
         if isawaitable(x):
             asyncio.create_task(x)
@@ -42,7 +42,7 @@ def on_startup(func, replay: bool = False):
 
 def on_bot_connect(func, replay: bool = False):
     if replay:
-        logger.debug("replaying on_bot_connect")
+        logger.debug("[lifecycler] replaying on_bot_connect")
         for bot in _connected_bot:
             x = func(bot)
             if isawaitable(x):
@@ -64,6 +64,7 @@ def on_shutdown(func):
 async def _fire_startup():
     await _mutex.acquire()
     try:
+        logger.info("[lifecycler] on startup")
         cors = [f() for f in _on_startup_callback]
         cors = [x for x in cors if isawaitable(x)]
         if len(cors) > 0:
@@ -78,6 +79,7 @@ async def _fire_bot_connect(bot: Bot):
     await _startup.wait()
     await _mutex.acquire()
     try:
+        logger.info(f"[lifecycler] on bot {bot} connect")
         cors = [f(bot) for f in _on_bot_connect_callback]
         cors = [x for x in cors if isawaitable(x)]
         if len(cors) > 0:
@@ -93,6 +95,7 @@ async def _fire_bot_disconnect(bot: Bot):
     await _startup.wait()
     await _mutex.acquire()
     try:
+        logger.info(f"[lifecycler] on bot {bot} disconnect")
         cors = [f(bot) for f in _on_bot_disconnect_callback]
         cors = [x for x in cors if isawaitable(x)]
         if len(cors) > 0:
@@ -109,6 +112,7 @@ async def _fire_shutdown():
     await _no_bot_connect.wait()
     await _mutex.acquire()
     try:
+        logger.info(f"[lifecycler] on shutdown")
         cors = [f() for f in _on_shutdown_callback]
         cors = [x for x in cors if isawaitable(x)]
         if len(cors) > 0:


Test patch:
diff --git a/src/tests/__init__.py b/src/tests/__init__.py
new file mode 100644
index 0000000..fccbfab
--- /dev/null
+++ b/src/tests/__init__.py
@@ -0,0 +1,10 @@
+import pytest
+
+
+class MyTest:
+    @pytest.fixture(autouse=True)
+    def load_pixivbot(self, nonebug_init):
+        import nonebot  # 这里的导入必须在函数内
+
+        # 加载插件
+        return nonebot.load_plugins("nonebot_plugin_pixivbot")
diff --git a/src/tests/conftest.py b/src/tests/conftest.py
new file mode 100644
index 0000000..96e45e3
--- /dev/null
+++ b/src/tests/conftest.py
@@ -0,0 +1,8 @@
+import pytest
+
+
+@pytest.fixture(autouse=True)
+def conf_env(monkeypatch):
+    monkeypatch.setenv("PIXIV_MONGO_CONN_URL", "123")
+    monkeypatch.setenv("PIXIV_MONGO_DATABASE_NAME", "123")
+    monkeypatch.setenv("PIXIV_REFRESH_TOKEN", "123")
diff --git a/src/tests/data/__init__.py b/src/tests/data/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/src/tests/data/pixiv_repo/__init__.py b/src/tests/data/pixiv_repo/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/src/tests/data/pixiv_repo/test_mediator.py b/src/tests/data/pixiv_repo/test_mediator.py
new file mode 100644
index 0000000..85667d7
--- /dev/null
+++ b/src/tests/data/pixiv_repo/test_mediator.py
@@ -0,0 +1,351 @@
+from asyncio import sleep
+from datetime import datetime
+from unittest.mock import AsyncMock, call
+
+import pytest
+
+from tests import MyTest
+
+
+class TestMediateSingle(MyTest):
+    @pytest.fixture
+    def cache_factory_with_cache(self):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        cache_metadata = PixivRepoMetadata(update_time=datetime.fromtimestamp(0))
+
+        async def agen():
+            await sleep(0.1)
+            yield cache_metadata
+            yield "cache"
+
+        return agen
+
+    @pytest.fixture
+    def cache_factory_with_expired_cache(self):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+        from nonebot_plugin_pixivbot.data.pixiv_repo.local_repo import CacheExpiredError
+
+        cache_metadata = PixivRepoMetadata(update_time=datetime.fromtimestamp(0))
+
+        async def agen():
+            await sleep(0.1)
+            raise CacheExpiredError(cache_metadata)
+            yield None  # to mark it as an AsyncGenerator
+
+        return agen
+
+    @pytest.fixture
+    def remote_factory(self):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        async def remote_factory():
+            await sleep(0.2)
+            yield PixivRepoMetadata()
+            yield "remote"
+
+        return remote_factory
+
+    @pytest.mark.asyncio
+    async def test_with_cache(self, cache_factory_with_cache, remote_factory):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+        from nonebot_plugin_pixivbot.data.pixiv_repo.mediator import mediate_single
+
+        cache_updater = AsyncMock()
+
+        content = None
+        metadata = None
+        async for x in mediate_single(cache_factory_with_cache, remote_factory, cache_updater):
+            if isinstance(x, PixivRepoMetadata):
+                metadata = x
+            else:
+                content = x
+
+        assert content == "cache"
+        assert metadata.update_time == datetime.fromtimestamp(0)  # assert metadata comes from cache
+        cache_updater.assert_not_awaited()
+
+    @pytest.mark.asyncio
+    async def test_with_remote(self, cache_factory_with_expired_cache, remote_factory):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+        from nonebot_plugin_pixivbot.data.pixiv_repo.mediator import mediate_single
+
+        cache_updater = AsyncMock()
+
+        content = None
+        metadata = None
+        async for x in mediate_single(cache_factory_with_expired_cache, remote_factory, cache_updater):
+            if isinstance(x, PixivRepoMetadata):
+                metadata = x
+            else:
+                content = x
+
+        assert content == "remote"
+        assert metadata.update_time != datetime.fromtimestamp(0)  # assert metadata comes from remote
+        cache_updater.assert_awaited_once_with(content, metadata)
+
+
+class TestMediateCollection(MyTest):
+    @pytest.fixture
+    def cache_factory_with_cache(self):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        cache_metadata = PixivRepoMetadata(update_time=datetime.fromtimestamp(0),
+                                           pages=5,
+                                           next_qs={"next": 30})
+
+        async def agen():
+            await sleep(0.1)
+            yield cache_metadata
+            for i in range(30):
+                yield i
+
+            # meta, 0, 1, ..., 29
+
+        return agen
+
+    @pytest.fixture
+    def cache_factory_with_cache_and_empty_next_qs(self):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        cache_metadata = PixivRepoMetadata(update_time=datetime.fromtimestamp(0),
+                                           pages=5,
+                                           next_qs={})
+
+        async def agen():
+            await sleep(0.1)
+            yield cache_metadata
+            for i in range(30):
+                yield i
+
+            # meta, 0, 1, ..., 29
+
+        return agen
+
+    @pytest.fixture
+    def cache_factory_with_no_cache(self):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.local_repo import NoSuchItemError
+
+        async def agen():
+            await sleep(0.1)
+            raise NoSuchItemError()
+            yield None  # to mark it as an AsyncGenerator
+
+        return agen
+
+    @pytest.fixture
+    def cache_factory_with_expired_cache(self):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+        from nonebot_plugin_pixivbot.data.pixiv_repo.local_repo import CacheExpiredError
+
+        cache_metadata = PixivRepoMetadata(update_time=datetime.fromtimestamp(0),
+                                           pages=5,
+                                           next_qs={"next": 30})
+
+        async def agen():
+            await sleep(0.1)
+            raise CacheExpiredError(cache_metadata)
+            yield None  # to mark it as an AsyncGenerator
+
+        return agen
+
+    @pytest.fixture
+    def remote_factory(self):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        async def remote_factory(next=0):
+            await sleep(0.1)
+            yield PixivRepoMetadata(pages=0, next_qs={"next": next})
+
+            for i in range(1, 4):
+                for j in range(20):
+                    yield next
+                    next += 1
+                yield PixivRepoMetadata(pages=i, next_qs={"next": next})
+
+            # next=0: meta, 0, 1, ..., 19, meta, 20, 21, ..., 39, meta, 40, 41, ..., 59, meta
+            # next=30: meta, 30, 31, ..., 49, meta, 50, 51, ..., 69, meta, 70, 71, ..., 89, meta
+
+        return remote_factory
+
+
+class TestMediateMany(TestMediateCollection):
+    @pytest.mark.asyncio
+    async def test_with_cache_and_empty_next_qs(self, cache_factory_with_cache_and_empty_next_qs, remote_factory):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.mediator import mediate_many
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        cache_updater = AsyncMock()
+        cache_appender = AsyncMock()
+
+        items = []
+        metadata = None
+        async for x in mediate_many(cache_factory_with_cache_and_empty_next_qs, remote_factory,
+                                    cache_updater, cache_appender):
+            if not isinstance(x, PixivRepoMetadata):
+                items.append(x)
+            else:
+                metadata = x
+
+        assert items == [x for x in range(30)]
+        assert metadata.update_time == datetime.fromtimestamp(0)  # assert metadata comes from cache
+        cache_updater.assert_not_awaited()
+        cache_appender.assert_not_awaited()
+
+    @pytest.mark.asyncio
+    async def test_with_cache_and_remote(self, cache_factory_with_cache, remote_factory):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.mediator import mediate_many
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        cache_updater = AsyncMock()
+        cache_appender = AsyncMock()
+
+        items = []
+        metadata = None
+        async for x in mediate_many(cache_factory_with_cache, remote_factory,
+                                    cache_updater, cache_appender):
+            if not isinstance(x, PixivRepoMetadata):
+                items.append(x)
+            else:
+                metadata = x
+
+        assert items == [x for x in range(90)]
+        assert metadata.update_time != datetime.fromtimestamp(0)  # assert metadata comes from remote
+        cache_updater.assert_not_awaited()
+        cache_appender.assert_awaited_once_with([x for x in range(30, 90)], metadata)
+
+    @pytest.mark.asyncio
+    async def test_with_remote(self, cache_factory_with_no_cache, remote_factory):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.mediator import mediate_many
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        cache_updater = AsyncMock()
+        cache_appender = AsyncMock()
+
+        items = []
+        metadata = None
+        async for x in mediate_many(cache_factory_with_no_cache, remote_factory,
+                                    cache_updater, cache_appender):
+            if not isinstance(x, PixivRepoMetadata):
+                items.append(x)
+            else:
+                metadata = x
+
+        assert items == [x for x in range(60)]
+        assert metadata.update_time != datetime.fromtimestamp(0)  # assert metadata comes from remote
+        cache_updater.assert_awaited_once_with([x for x in range(60)], metadata)
+        cache_appender.assert_not_awaited()
+
+
+class TestMediateAppend(TestMediateCollection):
+    @pytest.mark.asyncio
+    async def test_with_cache_and_empty_next_qs(self, cache_factory_with_cache_and_empty_next_qs, remote_factory):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.mediator import mediate_append
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        cache_updater = AsyncMock()
+        cache_appender = AsyncMock()
+
+        items = []
+        metadata = None
+        async for x in mediate_append(cache_factory_with_cache_and_empty_next_qs, remote_factory,
+                                      cache_updater, cache_appender):
+            if not isinstance(x, PixivRepoMetadata):
+                items.append(x)
+            else:
+                metadata = x
+
+        assert items == [x for x in range(30)]
+        assert metadata.update_time == datetime.fromtimestamp(0)  # assert metadata comes from cache
+        cache_updater.assert_not_awaited()
+        cache_appender.assert_not_awaited()
+
+    @pytest.mark.asyncio
+    async def test_with_cache_and_remote(self, cache_factory_with_cache, remote_factory):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.mediator import mediate_append
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        cache_updater = AsyncMock()
+        cache_appender = AsyncMock()
+
+        items = []
+        metadata = None
+        async for x in mediate_append(cache_factory_with_cache, remote_factory,
+                                      cache_updater, cache_appender):
+            if not isinstance(x, PixivRepoMetadata):
+                items.append(x)
+            else:
+                metadata = x
+
+        assert items == [x for x in range(90)]
+        assert metadata.update_time != datetime.fromtimestamp(0)  # assert metadata comes from remote
+        cache_updater.assert_not_awaited()
+        cache_appender.assert_awaited_once_with([x for x in range(30, 90)], metadata)
+
+    @pytest.mark.asyncio
+    async def test_with_remote(self, cache_factory_with_no_cache, remote_factory):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.mediator import mediate_append
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        cache_updater = AsyncMock()
+        cache_appender = AsyncMock()
+
+        items = []
+        metadata = None
+        async for x in mediate_append(cache_factory_with_no_cache, remote_factory,
+                                      cache_updater, cache_appender):
+            if not isinstance(x, PixivRepoMetadata):
+                items.append(x)
+            else:
+                metadata = x
+
+        assert items == [x for x in range(60)]
+        assert metadata.update_time != datetime.fromtimestamp(0)  # assert metadata comes from remote
+        cache_updater.assert_awaited_once_with([x for x in range(60)], metadata)
+        cache_appender.assert_not_awaited()
+
+    @pytest.mark.asyncio
+    async def test_with_expired_cache(self, cache_factory_with_cache,
+                                      cache_factory_with_expired_cache,
+                                      remote_factory):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.mediator import mediate_append
+        from nonebot_plugin_pixivbot.data.pixiv_repo.abstract_repo import PixivRepoMetadata
+
+        cache_updated = False
+
+        def cache_factory():
+            if not cache_updated:
+                return cache_factory_with_expired_cache()
+            else:
+                return cache_factory_with_cache()
+
+        async def cache_appender(items, metadata):
+            nonlocal cache_updated
+
+            await sleep(0.1)
+            cache_updated = True
+            return True
+
+        cache_updater = AsyncMock()
+        cache_appender = AsyncMock(side_effect=cache_appender)
+
+        items = []
+        metadata = []
+        async for x in mediate_append(cache_factory, remote_factory,
+                                      cache_updater, cache_appender):
+            if not isinstance(x, PixivRepoMetadata):
+                items.append(x)
+            else:
+                metadata.append(x)
+
+        assert items == [x for x in range(90)]
+        assert metadata[0].update_time == datetime.fromtimestamp(0)  # assert the first metadata comes from cache
+        assert metadata[-1].update_time != datetime.fromtimestamp(0)  # assert the last metadata comes from remote
+        cache_updater.assert_not_awaited()
+
+        # assert the first call for peek remote update with updated metadata
+        assert cache_appender.await_args_list[0].args[0] == [x for x in range(20)]
+        assert cache_appender.await_args_list[0].args[1].next_qs == metadata[0].next_qs
+
+        # assert the second call for append remote data
+        assert cache_appender.await_args_list[1] == call([x for x in range(30, 90)], metadata[-1])
diff --git a/src/tests/data/pixiv_repo/test_shared_agen.py b/src/tests/data/pixiv_repo/test_shared_agen.py
new file mode 100644
index 0000000..8271576
--- /dev/null
+++ b/src/tests/data/pixiv_repo/test_shared_agen.py
@@ -0,0 +1,164 @@
+from asyncio import sleep, create_task, gather
+from datetime import datetime, timedelta
+from typing import AsyncGenerator
+from unittest.mock import MagicMock, AsyncMock, call
+
+import pytest
+
+from tests import MyTest
+
+
+class TestSharedAsyncGeneratorContextManager(MyTest):
+    @pytest.fixture
+    def origin_agen(self):
+        cnt = 0
+
+        async def agen():
+            nonlocal cnt
+            for i in range(10):
+                await sleep(0.1)
+                yield cnt
+                cnt += 1
+
+        return agen()
+
+    @pytest.fixture
+    def ctx_mgr(self, origin_agen):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.shared_agen import SharedAsyncGeneratorContextManager
+
+        on_each = AsyncMock()
+        on_stop = AsyncMock()
+        on_consumers_changed = MagicMock()
+
+        return SharedAsyncGeneratorContextManager(
+            origin_agen,
+            on_each,
+            on_stop,
+            on_consumers_changed
+        )
+
+    @pytest.mark.asyncio
+    async def test_on_each_and_on_stop(self, origin_agen):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.shared_agen import SharedAsyncGeneratorContextManager
+
+        on_each = AsyncMock()
+        on_stop = AsyncMock()
+        on_consumers_changed = MagicMock()
+
+        ctx_mgr = SharedAsyncGeneratorContextManager(
+            origin_agen,
+            on_each,
+            on_stop,
+            on_consumers_changed
+        )
+
+        with ctx_mgr as iter:
+            items = [i async for i in iter]
+
+        on_each.assert_has_awaits([call(i) for i in range(10)])
+        on_stop.assert_awaited_once_with([i for i in range(10)])
+
+    @pytest.mark.asyncio
+    async def test_single_consumer(self, ctx_mgr):
+        with ctx_mgr as iter:
+            items = [i async for i in iter]
+
+        assert items == [i for i in range(10)]
+
+        ctx_mgr._on_consumers_changed.assert_has_calls([call(ctx_mgr, 1), call(ctx_mgr, 0)])
+
+    @pytest.mark.asyncio
+    async def test_multi_consumer(self, ctx_mgr):
+        async def consume():
+            with ctx_mgr as iter:
+                items = [i async for i in iter]
+
+            assert items == [i for i in range(10)]
+
+        # consumer2 except to wait for all the 10 items together
+        consumer1 = create_task(consume())
+        await sleep(0.25)
+
+        # consumer2 except to get 2 generated items, then wait for the rest 8 items together
+        consumer2 = create_task(consume())
+
+        # consumer3 begin collecting after the agen stopped
+        await sleep(1.5)
+        consumer3 = create_task(consume())
+
+        await gather(consumer1, consumer2, consumer3)
+
+        ctx_mgr._on_consumers_changed.assert_has_calls(
+            [call(ctx_mgr, 1), call(ctx_mgr, 2), call(ctx_mgr, 1), call(ctx_mgr, 0), call(ctx_mgr, 1),
+             call(ctx_mgr, 0)])
+
+    @pytest.mark.asyncio
+    async def test_close(self, ctx_mgr):
+        with ctx_mgr as iter:
+            await iter.__anext__()
+            await iter.__anext__()
+
+        ctx_mgr.close()
+
+        with ctx_mgr as iter:
+            await iter.__anext__()
+            await iter.__anext__()
+            with pytest.raises(StopAsyncIteration):
+                await iter.__anext__()
+
+
+class TestSharedAsyncGeneratorManager(MyTest):
+    @pytest.fixture
+    def shared_agen_mgr(self):
+        from nonebot_plugin_pixivbot.data.pixiv_repo.shared_agen import SharedAsyncGeneratorManager
+
+        class SharedAsyncGeneratorManagerImpl(SharedAsyncGeneratorManager[int, int]):
+            def agen_factory(self, identifier: int, *args, **kwargs) -> AsyncGenerator[int, None]:
+                async def agen():
+                    cnt = identifier
+                    for i in range(10):
+                        await sleep(0.1)
+                        yield cnt
+                        cnt += 1
+
+                return agen()
+
+        impl = SharedAsyncGeneratorManagerImpl()
+        impl.on_agen_next = AsyncMock()
+        impl.on_agen_stop = AsyncMock()
+        return impl
+
+    @pytest.mark.asyncio
+    async def test_get(self, shared_agen_mgr):
+        # except same
+        inst = shared_agen_mgr.get(0)
+        with inst as iter:
+            inst2 = shared_agen_mgr.get(0)
+            with inst2 as iter2:
+                assert inst == inst2
+
+        # prev inst was except to be destroyed
+
+        inst3 = shared_agen_mgr.get(0)
+        assert inst != inst3
+
+    @pytest.mark.asyncio
+    async def test_set_expires_time(self, shared_agen_mgr):
+        inst = shared_agen_mgr.get(0)
+        with inst as iter:
+            await iter.__anext__()
+            await iter.__anext__()
+
+            shared_agen_mgr.set_expires_time(0, datetime.now() + timedelta(seconds=1))
+
+        # prev inst was except to be saved
+
+        inst2 = shared_agen_mgr.get(0)
+        assert inst == inst2
+
+        await sleep(1.5)
+
+        # prev inst was except to be removed
+
+        inst2 = shared_agen_mgr.get(0)
+        assert inst != inst2
diff --git a/src/tests/test_context.py b/src/tests/test_context.py
new file mode 100644
index 0000000..d55ecc7
--- /dev/null
+++ b/src/tests/test_context.py
@@ -0,0 +1,100 @@
+import pytest
+
+from tests import MyTest
+
+
+class A:
+    def __init__(self, data):
+        self.data = data
+
+    def hello(self):
+        return self.data
+
+
+class B(A):
+    def __init__(self, data):
+        super().__init__(data)
+
+    def hello(self):
+        return "Hello " + str(self.data)
+
+
+class TestContext(MyTest):
+    @pytest.fixture
+    def context(self):
+        from nonebot_plugin_pixivbot.context import Context
+
+        context = Context()
+        return context
+
+    def test_register_require_contains(self, context):
+        context.register(A, A(1))
+        assert context.require(A).hello() == 1
+        assert A in context
+
+    def test_register_lazy(self, context):
+        context.register_lazy(A, lambda: A(2))
+        assert A not in context._container
+        assert context.require(A).hello() == 2
+        assert A in context._container
+
+    def test_register_singleton(self, context):
+        context.register_singleton(3)(A)
+        assert A not in context._container
+        assert context.require(A).hello() == 3
+        assert A in context._container
+
+    def test_register_eager_singleton(self, context):
+        context.register_eager_singleton(4)(A)
+        assert A in context._container
+        assert context.require(A).hello() == 4
+
+    def test_bind_to(self, context):
+        context.register(B, B("world"))
+        context.bind_to(A, B)
+
+        assert context.require(A).hello() == "Hello world"
+
+    def test_bind_instance(self, context):
+        @context.bind_singleton_to(B, "world")
+        class C(B):
+            def __init__(self, data):
+                super().__init__(data)
+
+        assert context.require(C).hello() == "Hello world"
+
+    def test_parent(self, context):
+        from nonebot_plugin_pixivbot.context import Context
+        second = Context(context)
+        third = Context(second)
+
+        context.register(A, A(10))
+        assert third.require(A).hello() == 10
+        assert A in third
+
+    def test_inject(self, context):
+        context.register(A, A(5))
+
+        @context.inject
+        class X:
+            a: A
+
+        x = X()
+        assert x.a.hello() == 5
+
+    def test_inherited_inject(self, context):
+        context.register(A, A(6))
+        context.register(B, A(7))
+
+        @context.inject
+        class X:
+            a: A
+
+        @context.inject
+        class Y(X):
+            b: B
+
+        y = Y()
+
+        assert y.a.hello() == 6
+        assert y.b.hello() == 7
diff --git a/src/tests/utils/__init__.py b/src/tests/utils/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/src/tests/utils/test_expires_lru_dict.py b/src/tests/utils/test_expires_lru_dict.py
new file mode 100644
index 0000000..b77303d
--- /dev/null
+++ b/src/tests/utils/test_expires_lru_dict.py
@@ -0,0 +1,89 @@
+from asyncio import sleep
+from datetime import datetime, timedelta
+from unittest.mock import MagicMock
+
+import pytest
+
+from tests import MyTest
+
+
+class TestExpiresLruDict(MyTest):
+    @pytest.fixture
+    def lru(self):
+        from nonebot_plugin_pixivbot.utils.expires_lru_dict import ExpiresLruDict
+
+        return ExpiresLruDict(10)
+
+    @pytest.mark.asyncio
+    async def test_expires(self, lru):
+        lru.on_cleanup = MagicMock()
+
+        expires = datetime.now() + timedelta(seconds=1)
+        lru.add("hello", "world", expires)
+        assert lru["hello"] == "world"
+
+        await sleep(2)
+        assert "hello" not in lru
+        lru.on_cleanup.assert_called_once_with("hello", "world")
+
+        expires = datetime.now() + timedelta(seconds=30)
+        lru.add("hello", "test", expires)
+        assert lru["hello"] == "test"
+
+    def test_lru(self, lru):
+        lru.on_cleanup = MagicMock()
+
+        expires = datetime.now() + timedelta(seconds=3)
+        for i in range(11):
+            lru.add(i, i, expires)
+
+        assert 0 not in lru
+        lru.on_cleanup.assert_called_once_with(0, 0)
+        for i in range(1, 11):
+            assert lru[i] == i
+
+    @pytest.mark.asyncio
+    async def test_expires_lru(self, lru):
+        now = datetime.now()
+        for i in range(5):
+            lru.add(i, i, now + timedelta(seconds=2))
+        for i in range(5, 10):
+            lru.add(i, i, now + timedelta(seconds=20))
+        # except: 0 1 2 3 4 5 6 7 8 9
+
+        await sleep(3)
+        for i in range(5):
+            assert i not in lru
+        for i in range(5, 10):
+            assert lru[i] == i
+        # except: 5 6 7 8 9
+
+        now = datetime.now()
+        for i in range(10, 18):
+            lru.add(i, i, now + timedelta(seconds=20))
+        # except: 8 9 10 11 12 13 14 15 16 17
+
+        for i in range(5, 8):
+            assert i not in lru
+        for i in range(8, 18):
+            assert lru[i] == i
+
+    def test_key_error(self, lru):
+        with pytest.raises(KeyError):
+            lru["test"] = "py"
+
+    @pytest.mark.asyncio
+    async def test_collate_expires_heap(self, lru):
+        now = datetime.now()
+        for i in range(20):
+            lru.add(i, i, now + timedelta(milliseconds=100 * i))
+
+        await sleep(3)
+
+        now = datetime.now()
+        lru.add("hello", "world", now + timedelta(seconds=20))
+
+        for i in range(20):
+            assert i not in lru
+
+        assert lru["hello"] == "world"