diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..e6b88822
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,34 @@
+name: ci
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    name: lint ${{ matrix.python-version }}
+    strategy:
+      matrix:
+        python-version: [ '3.10', '3.11', '3.12' ]
+      fail-fast: false
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Setup python
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: pip
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
+
+      - name: pre-commit
+        uses: pre-commit/action@v3.0.0
+        with:
+          extra_args: --all-files --verbose
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9bcfce2a..1ae579bf 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -8,7 +8,7 @@ repos:
       - id: check-yaml
 
   - repo: https://github.com/charliermarsh/ruff-pre-commit
-    rev: v0.1.8
+    rev: v0.1.15
     hooks:
       - id: ruff
         args:
diff --git a/README.md b/README.md
index 4272c4a5..6c03e2fb 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,7 @@
 
 [![GitHub](https://img.shields.io/github/license/fastapi-practices/fastapi_best_architecture)](https://github.com/fastapi-practices/fastapi_best_architecture/blob/master/LICENSE)
 [![Static Badge](https://img.shields.io/badge/python-3.10%2B-blue)](https://www.python.org/downloads/)
+[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
 
 > [!CAUTION]
 > **For 2023-12-21 (announcement)**
@@ -25,11 +26,14 @@ library open to any person or enterprise can be used for free!
 
 ## Pseudo three-tier architecture
 
-The mvc architecture is a common design pattern in python web, but the three-tier architecture is even more fascinating.
+The mvc architecture is a common design pattern in python web, but the three-tier architecture is even more fascinating
 
 In python web development, there is no common standard for the concept of three-tier architecture, so we'll call it a
 pseudo three-tier architecture here
 
+But please note that we don't have a traditional multi-app structure (django, springBoot...) If you don't like this
+pattern, use templates to transform it to your heart's content!
+
 | workflow       | java           | fastapi_best_architecture |
 |----------------|----------------|---------------------------|
 | view           | controller     | api                       |
@@ -221,11 +225,8 @@ Execute unittests via pytest
 
 ## Interactivity
 
-We only have one current channel.
-
-| [Jump](https://t.me/+ZlPhIFkPp7E4NGI1) |
-|----------------------------------------|
-| Telegram                               |
+- [Telegram](https://t.me/+ZlPhIFkPp7E4NGI1)
+- [QQ](https://pd.qq.com/s/8rwhzt4ox)
 
 ## Sponsor us
 
diff --git a/README.zh-CN.md b/README.zh-CN.md
index 516abbc5..b87a3e08 100644
--- a/README.zh-CN.md
+++ b/README.zh-CN.md
@@ -2,6 +2,7 @@
 
 [![GitHub](https://img.shields.io/github/license/fastapi-practices/fastapi_best_architecture)](https://github.com/fastapi-practices/fastapi_best_architecture/blob/master/LICENSE)
 [![Static Badge](https://img.shields.io/badge/python-3.10%2B-blue)](https://www.python.org/downloads/)
+[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
 
 > [!CAUTION]
 > **2023-12-21 (公告)**
@@ -25,6 +26,8 @@ mvc 架构作为常规设计模式，在 python web 中也很常见，但是三
 
 在 python web 开发中，三层架构的概念并没有通用标准，所以这里我们称之为伪三层架构
 
+但请注意，我们并没有传统的多应用程序结构（django、springBoot...），如果您不喜欢这种模式，可以使用模板对其进行随意改造！
+
 | 工作流程 | java           | fastapi_best_architecture |
 |------|----------------|---------------------------|
 | 视图   | controller     | api                       |
@@ -215,11 +218,8 @@ mvc 架构作为常规设计模式，在 python web 中也很常见，但是三
 
 ## 互动
 
-有且仅有当前一个频道，请注意辨别真伪
-
-| [直链跳转](https://t.me/+ZlPhIFkPp7E4NGI1) |
-|----------------------------------------|
-| Telegram（科学上网）                         |
+- [Telegram](https://t.me/+ZlPhIFkPp7E4NGI1)
+- [QQ](https://pd.qq.com/s/8rwhzt4ox)
 
 ## 赞助我们