diff --git a/.dlc.json b/.dlc.json
index da44b95b8e..2dcead4686 100644
--- a/.dlc.json
+++ b/.dlc.json
@@ -8,16 +8,19 @@
     },
     {
       "pattern": "/community/community.html$"
+    },
+    {
+      "pattern": "^https://dolphinscheduler.apache.org"
     }
   ],
   "replacementPatterns": [
     {
       "pattern": "^/en-us/download/download.html$",
-      "replacement": "https://dolphinscheduler.apache.org/en-us/download/download.html"
+      "replacement": "https://dolphinscheduler.apache.org/en-us/download"
     },
     {
       "pattern": "^/zh-cn/download/download.html$",
-      "replacement": "https://dolphinscheduler.apache.org/zh-cn/download/download.html"
+      "replacement": "https://dolphinscheduler.apache.org/zh-cn/download"
     }
   ],
   "httpHeaders": [
@@ -32,9 +35,5 @@
   "retryOn429": true,
   "retryCount": 10,
   "fallbackRetryDelay": "1000s",
-  "aliveStatusCodes": [
-    200,
-    401,
-    0
-  ]
+  "aliveStatusCodes": [200, 401, 0]
 }
diff --git a/README.md b/README.md
index 91b91b6367..e57cc20f58 100644
--- a/README.md
+++ b/README.md
@@ -54,11 +54,11 @@ The key features for DolphinScheduler are as follows:
 
 ## QuickStart in Docker
 
-Please refer the official website document: [QuickStart in Docker](https://dolphinscheduler.apache.org/#/en-us/docs/3.1.2/guide/start/docker)
+Please refer the official website document: [QuickStart in Docker](https://dolphinscheduler.apache.org/en-us/docs/3.1.2/guide/start/docker)
 
 ## QuickStart in Kubernetes
 
-Please refer to the official website document: [QuickStart in Kubernetes](https://dolphinscheduler.apache.org/#/en-us/docs/3.1.2/guide/installation/kubernetes)
+Please refer to the official website document: [QuickStart in Kubernetes](https://dolphinscheduler.apache.org/en-us/docs/3.1.2/guide/installation/kubernetes)
 
 ## How to Build
 
diff --git a/README_zh_CN.md b/README_zh_CN.md
index 4be6b77225..84a28151f1 100644
--- a/README_zh_CN.md
+++ b/README_zh_CN.md
@@ -51,11 +51,11 @@ DolphinScheduler 的工作计划：<a href="https://github.com/apache/dolphinsch
 
 ## 快速试用 Docker
 
-请参考官方文档: [快速试用 Docker 部署](https://dolphinscheduler.apache.org/#/zh-cn/docs/3.1.2/guide/start/docker)
+请参考官方文档: [快速试用 Docker 部署](https://dolphinscheduler.apache.org/zh-cn/docs/3.1.2/guide/start/docker)
 
 ## 快速试用 Kubernetes
 
-请参考官方文档: [快速试用 Kubernetes 部署](http://dolphinscheduler.apache.org/#/zh-cn/docs/3.1.2/guide/installation/kubernetes)
+请参考官方文档: [快速试用 Kubernetes 部署](https://dolphinscheduler.apache.org/zh-cn/docs/3.1.2/guide/installation/kubernetes)
 
 ## 如何构建
 
diff --git a/deploy/README.md b/deploy/README.md
index e0fce55b00..a18c8e700f 100644
--- a/deploy/README.md
+++ b/deploy/README.md
@@ -1,4 +1,4 @@
 # DolphinScheduler for Docker and Kubernetes
 
-- [Start Up DolphinScheduler with Docker](https://dolphinscheduler.apache.org/#/en-us/docs/3.1.2/guide/start/docker)
-- [Start Up DolphinScheduler with Kubernetes](https://dolphinscheduler.apache.org/#/en-us/docs/3.1.2/guide/installation/kubernetes)
+- [Start Up DolphinScheduler with Docker](https://dolphinscheduler.apache.org/en-us/docs/3.1.2/guide/start/docker)
+- [Start Up DolphinScheduler with Kubernetes](https://dolphinscheduler.apache.org/en-us/docs/3.1.2/guide/installation/kubernetes)
diff --git a/docs/docs/en/contribute/architecture-design.md b/docs/docs/en/contribute/architecture-design.md
index 544d420439..837f49ea90 100644
--- a/docs/docs/en/contribute/architecture-design.md
+++ b/docs/docs/en/contribute/architecture-design.md
@@ -90,7 +90,7 @@ Before explaining the architecture of the schedule system, let us first understa
 
   - **UI**
 
-    The front-end page of the system provides various visual operation interfaces of the system. For details, see the [quick start](https://dolphinscheduler.apache.org/#/en-us/docs/3.1.2/about/introduction) section.
+    The front-end page of the system provides various visual operation interfaces of the system. For details, see the [quick start](https://dolphinscheduler.apache.org/en-us/docs/3.1.2/about/introduction) section.
 
 #### 2.3 Architectural Design Ideas
 
diff --git a/docs/docs/en/contribute/development-environment-setup.md b/docs/docs/en/contribute/development-environment-setup.md
index 0aa9346ad7..3b416e8a32 100644
--- a/docs/docs/en/contribute/development-environment-setup.md
+++ b/docs/docs/en/contribute/development-environment-setup.md
@@ -120,7 +120,7 @@ There are two ways to configure the DolphinScheduler development environment, st
 >
 > Standalone is only supported in DolphinScheduler 1.3.9 and later versions.
 >
-> Standalone server is able to connect to external databases like mysql and postgresql, see [Standalone Deployment](https://dolphinscheduler.apache.org/#/en-us/docs/3.1.2/guide/installation/standalone) for instructions.
+> Standalone server is able to connect to external databases like mysql and postgresql, see [Standalone Deployment](https://dolphinscheduler.apache.org/en-us/docs/3.1.2/guide/installation/standalone) for instructions.
 
 ### Git Branch Choose
 
diff --git a/docs/docs/en/contribute/join/review.md b/docs/docs/en/contribute/join/review.md
index 973fbd5e59..4c1cd36c90 100644
--- a/docs/docs/en/contribute/join/review.md
+++ b/docs/docs/en/contribute/join/review.md
@@ -1,6 +1,6 @@
 # Community Review
 
-Beside submit Issues and pull requests to the GitHub repository mentioned in [team](https://dolphinscheduler.apache.org/#/en-us/community), another important way to
+Beside submit Issues and pull requests to the GitHub repository mentioned in [team](https://dolphinscheduler.apache.org/en-us/community), another important way to
 contribute to DolphinScheduler is reviewing GitHub Issues or Pull Requests. You can not only know the latest new and
 direction of the community, but also understand the good design in others during you reviewing. At the same time, you can
 increase your exposure in the community and accumulate your honor.
@@ -12,7 +12,7 @@ in [GitHub Discussion][discussion-result-review-wanted].
 > Note: It is only users mentioned in the [GitHub Discussion][discussion-result-review-wanted] can review Issues or Pull
 > Requests, Community advocates **Anyone is encouraged to review Issues and Pull Requests**. Users in
 > [GitHub Discussion][discussion-result-review-wanted] show their willing to review when we collect in the mail thread.
-> The advantage of this list is when the community has discussion, in addition to the mention Members in [team](https://dolphinscheduler.apache.org/#/en-us/community),
+> The advantage of this list is when the community has discussion, in addition to the mention Members in [team](https://dolphinscheduler.apache.org/en-us/community),
 > you can also find some help in [GitHub Discussion][discussion-result-review-wanted] people. If you want to join the
 > [GitHub Discussion][discussion-result-review-wanted], please comment in that discussion and leave a module you are interested
 > in, and the maintainer will add you to the list.
diff --git a/docs/docs/en/contribute/release.md b/docs/docs/en/contribute/release.md
index 6cc34bc6be..8980e4eab9 100644
--- a/docs/docs/en/contribute/release.md
+++ b/docs/docs/en/contribute/release.md
@@ -564,7 +564,7 @@ Dolphin Scheduler is a distributed and easy-to-extend visual workflow scheduler
 dedicated to solving the complex task dependencies in data processing, making the scheduler system out of the box for data processing.
 
 
-Download Links: https://dolphinscheduler.apache.org/#/en-us/download
+Download Links: https://dolphinscheduler.apache.org/en-us/download
 
 Release Notes: https://github.com/apache/dolphinscheduler/releases/tag/<VERSION>
 
@@ -573,7 +573,7 @@ Website: https://dolphinscheduler.apache.org/
 DolphinScheduler Resources:
 - Issue: https://github.com/apache/dolphinscheduler/issues/
 - Mailing list: dev@dolphinscheduler.apache.org
-- Documents: https://dolphinscheduler.apache.org/#/zh-cn/docs/<VERSION>/about/introduction
+- Documents: https://dolphinscheduler.apache.org/zh-cn/docs/<VERSION>/about/introduction
 ```
 
 ## News
diff --git a/docs/docs/en/faq.md b/docs/docs/en/faq.md
index 042b3d7fa2..01084c393d 100644
--- a/docs/docs/en/faq.md
+++ b/docs/docs/en/faq.md
@@ -298,9 +298,9 @@ change into
 
 ## Q : how to add a worker server
 
-A: 1, Create deployment user and hosts mapping, please refer 1.3 part of [cluster deployment](https://dolphinscheduler.apache.org/#/en-us/docs/3.1.2/user_doc/installation/cluster)
+A: 1, Create deployment user and hosts mapping, please refer 1.3 part of [cluster deployment](https://dolphinscheduler.apache.org/en-us/docs/3.1.2/user_doc/installation/cluster)
 
-​ 2, Configure hosts mapping and ssh access and modify directory permissions. please refer 1.4 part of [cluster deployment](https://dolphinscheduler.apache.org/#/en-us/docs/3.1.2/user_doc/installation/cluster)
+​ 2, Configure hosts mapping and ssh access and modify directory permissions. please refer 1.4 part of [cluster deployment](https://dolphinscheduler.apache.org/en-us/docs/3.1.2/user_doc/installation/cluster)
 
 ​ 3, Copy the deployment directory from worker server that has already deployed
 
@@ -762,6 +762,7 @@ A: For the task identified as `Cache Execution`, when the task starts, a cache k
 - environment configuration: the actual configuration content of the environment configuration under the environment name, that is, the actual configuration content in the `security` - `environment management`
 
 If the task with cache identification runs, it will find whether there is data with the same cache key in the database,
+
 - If there is, copy the task instance and update the corresponding data
 - If not, the task runs as usual, and the task instance data is stored in the cache when the task is completed
 
diff --git a/docs/docs/en/guide/demo.md b/docs/docs/en/guide/demo.md
index 9958dc9d7b..10b0467be6 100644
--- a/docs/docs/en/guide/demo.md
+++ b/docs/docs/en/guide/demo.md
@@ -8,7 +8,7 @@ To prevent data loss by some miss-operation, it is recommended to back up data b
 
 ### Download the Latest Version Installation Package
 
-Download the latest binary distribute package from [download](https://dolphinscheduler.apache.org/#/en-us/download) and then put it in the different
+Download the latest binary distribute package from [download](https://dolphinscheduler.apache.org/en-us/download) and then put it in the different
 directory where current service running. And all below command is running in this directory.
 
 ## Start
diff --git a/docs/docs/en/guide/installation/kubernetes.md b/docs/docs/en/guide/installation/kubernetes.md
index 084e1981fa..a2f832caa1 100644
--- a/docs/docs/en/guide/installation/kubernetes.md
+++ b/docs/docs/en/guide/installation/kubernetes.md
@@ -12,7 +12,7 @@ If you are a new hand and want to experience DolphinScheduler functions, we reco
 
 ## Install DolphinScheduler
 
-Please download the source code package `apache-dolphinscheduler-<version>-src.tar.gz`, download address: [download address](https://dolphinscheduler.apache.org/#/en-us/download)
+Please download the source code package `apache-dolphinscheduler-<version>-src.tar.gz`, download address: [download address](https://dolphinscheduler.apache.org/en-us/download)
 
 To publish the release name `dolphinscheduler` version, please execute the following commands:
 
diff --git a/docs/docs/en/guide/installation/pseudo-cluster.md b/docs/docs/en/guide/installation/pseudo-cluster.md
index 9d43dff693..a2fdc73293 100644
--- a/docs/docs/en/guide/installation/pseudo-cluster.md
+++ b/docs/docs/en/guide/installation/pseudo-cluster.md
@@ -9,7 +9,7 @@ If you are a new hand and want to experience DolphinScheduler functions, we reco
 Pseudo-cluster deployment of DolphinScheduler requires external software support:
 
 - JDK：download [JDK][jdk] (1.8+), install and configure environment variable `JAVA_HOME` and append `bin` dir (included in `JAVA_HOME`) to `PATH` variable. You can skip this step if it already exists in your environment.
-- Binary package: Download the DolphinScheduler binary package at [download page](https://dolphinscheduler.apache.org/#/en-us/download)
+- Binary package: Download the DolphinScheduler binary package at [download page](https://dolphinscheduler.apache.org/en-us/download)
 - Database: [PostgreSQL](https://www.postgresql.org/download/) (8.2.15+) or [MySQL](https://dev.mysql.com/downloads/mysql/) (5.7+), you can choose one of the two, such as MySQL requires JDBC Driver 8.0.16
 - Registry Center: [ZooKeeper](https://zookeeper.apache.org/releases.html) (3.8.0+)，[download link][zookeeper]
 - Process tree analysis
diff --git a/docs/docs/en/guide/installation/standalone.md b/docs/docs/en/guide/installation/standalone.md
index aafc148d7f..96dd1a8ebd 100644
--- a/docs/docs/en/guide/installation/standalone.md
+++ b/docs/docs/en/guide/installation/standalone.md
@@ -12,7 +12,7 @@ If you want to deploy DolphinScheduler in production, we recommend you follow [c
 ## Preparation
 
 - JDK：download [JDK][jdk] (1.8+), install and configure environment variable `JAVA_HOME` and append `bin` dir (included in `JAVA_HOME`) to `PATH` variable. You can skip this step if it already exists in your environment.
-- Binary package: download the DolphinScheduler binary package at [download page](https://dolphinscheduler.apache.org/#/en-us/download).
+- Binary package: download the DolphinScheduler binary package at [download page](https://dolphinscheduler.apache.org/en-us/download).
 
 ## Start DolphinScheduler Standalone Server
 
diff --git a/docs/docs/en/guide/start/docker.md b/docs/docs/en/guide/start/docker.md
index 087fc08448..2c8b7c95d5 100644
--- a/docs/docs/en/guide/start/docker.md
+++ b/docs/docs/en/guide/start/docker.md
@@ -45,7 +45,7 @@ modify docker-compose's free memory up to 4 GB.
   - Hyper-V mode: Click `Docker Desktop -> Settings -> Resources -> Memory` modified it
   - WSL 2 mode: see [WSL 2 utility VM](https://docs.microsoft.com/zh-cn/windows/wsl/wsl-config#configure-global-options-with-wslconfig) for more detail.
 
-After complete the configuration, we can get the `docker-compose.yaml` file from [download page](https://dolphinscheduler.apache.org/#/en-us/download)
+After complete the configuration, we can get the `docker-compose.yaml` file from [download page](https://dolphinscheduler.apache.org/en-us/download)
 form its source package, and make sure you get the right version. After download the package, you can run the commands as below.
 
 ```shell
diff --git a/docs/docs/en/guide/upgrade/upgrade.md b/docs/docs/en/guide/upgrade/upgrade.md
index 04a6aa51aa..9435938dd1 100644
--- a/docs/docs/en/guide/upgrade/upgrade.md
+++ b/docs/docs/en/guide/upgrade/upgrade.md
@@ -12,7 +12,7 @@ To prevent data loss by some miss-operation, it is recommended to back up data b
 
 ### Download the Latest Version Installation Package
 
-Download the latest binary distribute package from [download](https://dolphinscheduler.apache.org/#/en-us/download) and then put it in the different
+Download the latest binary distribute package from [download](https://dolphinscheduler.apache.org/en-us/download) and then put it in the different
 directory where current service running. And all below command is running in this directory.
 
 ## Upgrade
diff --git a/docs/docs/zh/contribute/architecture-design.md b/docs/docs/zh/contribute/architecture-design.md
index 9c3f2ad26e..091dff8b07 100644
--- a/docs/docs/zh/contribute/architecture-design.md
+++ b/docs/docs/zh/contribute/architecture-design.md
@@ -90,7 +90,7 @@
 
 - **UI**
 
-  系统的前端页面，提供系统的各种可视化操作界面，详见 [快速开始](https://dolphinscheduler.apache.org/#/zh-cn/docs/3.1.2/about/introduction) 部分。
+  系统的前端页面，提供系统的各种可视化操作界面，详见 [快速开始](https://dolphinscheduler.apache.org/zh-cn/docs/3.1.2/about/introduction) 部分。
 
 #### 2.3 架构设计思想
 
diff --git a/docs/docs/zh/contribute/join/review.md b/docs/docs/zh/contribute/join/review.md
index a7ec7eb748..bd6d683da3 100644
--- a/docs/docs/zh/contribute/join/review.md
+++ b/docs/docs/zh/contribute/join/review.md
@@ -1,6 +1,6 @@
 # 参与社区 review
 
-贡献 DolphinScheduler 的方式，除了向 [团队](https://dolphinscheduler.apache.org/#/zh-cn/community) 中提到的 GitHub 仓库提交 Issues 和 pull requests 外，另一非常重要的方式是
+贡献 DolphinScheduler 的方式，除了向 [团队](https://dolphinscheduler.apache.org/zh-cn/community) 中提到的 GitHub 仓库提交 Issues 和 pull requests 外，另一非常重要的方式是
 review 社区的 Issues 或者 Pull Requests。通过别人 Issues 和 Pull Requests，你不仅能知道社区的最新进展和发展方向，还能了解别人代码的设
 计思想，同时可以增加自己在社区的曝光、积累自己在社区的荣誉值。
 
@@ -9,7 +9,7 @@ review 社区的 Issues 或者 Pull Requests。通过别人 Issues 和 Pull Requ
 
 > 注意: 这里并不是说只有 [GitHub Discussion][discussion-result-review-wanted] 中提及的用户才可以协助 review Issue 或者 Pull Requests，
 > 请记住社区的主张是 **任何人都被鼓励去 review 社区的 Issues 和 Pull Requests**。只是那部分用户在邮件列表意见征集的时候，表达了愿意付
-> 出更多的时间，参与社区的 review。另一个好处是，当社区有不确定的问题的时，除了可以找 [团队](https://dolphinscheduler.apache.org/#/zh-cn/community) 中对应的 Members 外，还可以找
+> 出更多的时间，参与社区的 review。另一个好处是，当社区有不确定的问题的时，除了可以找 [团队](https://dolphinscheduler.apache.org/zh-cn/community) 中对应的 Members 外，还可以找
 > [GitHub Discussion][discussion-result-review-wanted] 中提及的人解答对应的问题。如果你要想要加入到 [GitHub Discussion][discussion-result-review-wanted]
 > 中，请在该 discussion 中评论并留下你感兴趣的模块，维护者会将你加入到对应的名单中。
 
diff --git a/docs/docs/zh/contribute/release.md b/docs/docs/zh/contribute/release.md
index af5972caf0..9eaa8f4aab 100644
--- a/docs/docs/zh/contribute/release.md
+++ b/docs/docs/zh/contribute/release.md
@@ -415,7 +415,7 @@ Release Commit ID: https://github.com/apache/dolphinscheduler/commit/<SHA-VALUE>
 
 Keys to verify the Release Candidate: https://downloads.apache.org/dolphinscheduler/KEYS
 
-Look at here for how to verify this release candidate: https://dolphinscheduler.apache.org/#/zh-cn/docs/3.1.2/contribute/release/release
+Look at here for how to verify this release candidate: https://dolphinscheduler.apache.org/zh-cn/docs/3.1.2/contribute/release/release
 
 The vote will be open for at least 72 hours or until necessary number of votes are reached.
 
@@ -564,7 +564,7 @@ Dolphin Scheduler is a distributed and easy-to-extend visual workflow scheduler
 dedicated to solving the complex task dependencies in data processing, making the scheduler system out of the box for data processing.
 
 
-Download Links: https://dolphinscheduler.apache.org/#/zh-cn/download
+Download Links: https://dolphinscheduler.apache.org/zh-cn/download
 
 Release Notes: https://github.com/apache/dolphinscheduler/releases/tag/<VERSION>
 
@@ -573,7 +573,7 @@ Website: https://dolphinscheduler.apache.org/
 DolphinScheduler Resources:
 - Issue: https://github.com/apache/dolphinscheduler/issues/
 - Mailing list: dev@dolphinscheduler.apache.org
-- Documents: https://dolphinscheduler.apache.org/#/zh-cn/docs/<VERSION>/about/introduction
+- Documents: https://dolphinscheduler.apache.org/zh-cn/docs/<VERSION>/about/introduction
 ```
 
 ## News
diff --git a/docs/docs/zh/faq.md b/docs/docs/zh/faq.md
index 294762877d..d7759f44c7 100644
--- a/docs/docs/zh/faq.md
+++ b/docs/docs/zh/faq.md
@@ -269,9 +269,9 @@ A： 将 hive pom
 
 ## Q：如何增加一台工作服务器
 
-A： 1，参考官网[部署文档](https://dolphinscheduler.apache.org/#/zh-cn/docs/3.1.2/installation/cluster) 1.3 小节，创建部署用户和 hosts 映射
+A： 1，参考官网[部署文档](https://dolphinscheduler.apache.org/zh-cn/docs/3.1.2/installation/cluster) 1.3 小节，创建部署用户和 hosts 映射
 
-​ 2，参考官网[部署文档](https://dolphinscheduler.apache.org/#/zh-cn/docs/3.1.2/installation/cluster) 1.4 小节，配置 hosts 映射和 ssh 打通及修改目录权限.
+​ 2，参考官网[部署文档](https://dolphinscheduler.apache.org/zh-cn/docs/3.1.2/installation/cluster) 1.4 小节，配置 hosts 映射和 ssh 打通及修改目录权限.
 ​ 1.4 小节的最后一步是在当前新增机器上执行的，即需要给部署目录部署用户的权限
 
 ​ 3，复制正在运行的服务器上的部署目录到新机器的同样的部署目录下
@@ -722,14 +722,15 @@ A：在 3.0.0-alpha 版本之后，Python gateway server 集成到 api server 
 
 ## Q: 缓存执行时怎么判断任务已经存在缓存过的任务，即如何判断一个任务可以使用另外一个任务的运行结果？
 
-A: 对于标识为`缓存执行`的任务, 当任务启动时会生成一个缓存key, 该key由以下字段组合哈希得到：
+A: 对于标识为`缓存执行`的任务, 当任务启动时会生成一个缓存 key, 该 key 由以下字段组合哈希得到：
 
-- 任务定义：任务实例对应的任务定义的id
+- 任务定义：任务实例对应的任务定义的 id
 - 任务的版本：任务实例对应的任务定义的版本
 - 任务输入的参数：包括上游节点和全局参数传入的参数中，被任务定义的参数列表所引用和任务定义中使用`${}`引用的参数
 - 环境配置: 环境名称下具体的环境配置内容，具体为安全中心环境管理中的实际配置内容
 
-当缓存标识的任务运行时，会查找数据库中是否用相同缓存key的数据，
+当缓存标识的任务运行时，会查找数据库中是否用相同缓存 key 的数据，
+
 - 若有则复制该任务实例并进行相应数据的更新
 - 若无，则任务照常运行，并在任务完成时将任务实例的数据存入缓存
 
diff --git a/docs/docs/zh/guide/demo.md b/docs/docs/zh/guide/demo.md
index 20ec03761f..dd27a74f9f 100644
--- a/docs/docs/zh/guide/demo.md
+++ b/docs/docs/zh/guide/demo.md
@@ -8,7 +8,7 @@
 
 ### 下载新版本的安装包
 
-在[下载](https://dolphinscheduler.apache.org/#/zh-cn/download)页面下载最新版本的二进制安装包，并将二进制包放到与当前 dolphinscheduler 服务不一样的路径中，以下服务启动操作都需要在新版本的目录进行。
+在[下载](https://dolphinscheduler.apache.org/zh-cn/download)页面下载最新版本的二进制安装包，并将二进制包放到与当前 dolphinscheduler 服务不一样的路径中，以下服务启动操作都需要在新版本的目录进行。
 
 ## 服务启动步骤
 
diff --git a/docs/docs/zh/guide/installation/kubernetes.md b/docs/docs/zh/guide/installation/kubernetes.md
index 3046af6242..e8c00d61ca 100644
--- a/docs/docs/zh/guide/installation/kubernetes.md
+++ b/docs/docs/zh/guide/installation/kubernetes.md
@@ -12,7 +12,7 @@ Kubernetes 部署目的是在 Kubernetes 集群中部署 DolphinScheduler 服务
 
 ## 安装 dolphinscheduler
 
-请下载源码包 apache-dolphinscheduler-<version>-src.tar.gz，下载地址: [下载](https://dolphinscheduler.apache.org/#/zh-cn/download)
+请下载源码包 apache-dolphinscheduler-<version>-src.tar.gz，下载地址: [下载](https://dolphinscheduler.apache.org/zh-cn/download)
 
 发布一个名为 `dolphinscheduler` 的版本(release)，请执行以下命令：
 
diff --git a/docs/docs/zh/guide/installation/pseudo-cluster.md b/docs/docs/zh/guide/installation/pseudo-cluster.md
index 4ccb3702be..8d1ca341f2 100644
--- a/docs/docs/zh/guide/installation/pseudo-cluster.md
+++ b/docs/docs/zh/guide/installation/pseudo-cluster.md
@@ -9,7 +9,7 @@
 伪分布式部署 DolphinScheduler 需要有外部软件的支持
 
 - JDK：下载[JDK][jdk] (1.8+)，安装并配置 `JAVA_HOME` 环境变量，并将其下的 `bin` 目录追加到 `PATH` 环境变量中。如果你的环境中已存在，可以跳过这步。
-- 二进制包：在[下载页面](https://dolphinscheduler.apache.org/#/zh-cn/download)下载 DolphinScheduler 二进制包
+- 二进制包：在[下载页面](https://dolphinscheduler.apache.org/zh-cn/download)下载 DolphinScheduler 二进制包
 - 数据库：[PostgreSQL](https://www.postgresql.org/download/) (8.2.15+) 或者 [MySQL](https://dev.mysql.com/downloads/mysql/) (5.7+)，两者任选其一即可，如 MySQL 则需要 JDBC Driver 8.0.16
 - 注册中心：[ZooKeeper](https://zookeeper.apache.org/releases.html) (3.8.0+)，[下载地址][zookeeper]
 - 进程树分析
@@ -138,7 +138,7 @@ export PATH=$HADOOP_HOME/bin:$SPARK_HOME/bin:$PYTHON_HOME/bin:$JAVA_HOME/bin:$HI
 
 ## 初始化数据库
 
-请参考 [数据源配置]  `伪分布式/分布式安装初始化数据库` 创建并初始化数据库
+请参考 [数据源配置] `伪分布式/分布式安装初始化数据库` 创建并初始化数据库
 
 ## 启动 DolphinScheduler
 
diff --git a/docs/docs/zh/guide/installation/standalone.md b/docs/docs/zh/guide/installation/standalone.md
index e334293682..409c7f3c43 100644
--- a/docs/docs/zh/guide/installation/standalone.md
+++ b/docs/docs/zh/guide/installation/standalone.md
@@ -10,7 +10,7 @@ Standalone 仅适用于 DolphinScheduler 的快速体验.
 ## 前置准备工作
 
 - JDK：下载[JDK][jdk] (1.8+)，安装并配置 `JAVA_HOME` 环境变量，并将其下的 `bin` 目录追加到 `PATH` 环境变量中。如果你的环境中已存在，可以跳过这步。
-- 二进制包：在[下载页面](https://dolphinscheduler.apache.org/#/zh-cn/download)下载 DolphinScheduler 二进制包
+- 二进制包：在[下载页面](https://dolphinscheduler.apache.org/zh-cn/download)下载 DolphinScheduler 二进制包
 
 ## 启动 DolphinScheduler Standalone Server
 
diff --git a/docs/docs/zh/guide/start/docker.md b/docs/docs/zh/guide/start/docker.md
index 4aef65530b..72284bc80f 100644
--- a/docs/docs/zh/guide/start/docker.md
+++ b/docs/docs/zh/guide/start/docker.md
@@ -39,7 +39,7 @@ $ docker run --name dolphinscheduler-standalone-server -p 12345:12345 -p 25333:2
   - Hyper-V 模式：点击 `Docker Desktop -> Settings -> Resources -> Memory` 调整内存大小
   - WSL 2 模式 模式：参考 [WSL 2 utility VM](https://docs.microsoft.com/zh-cn/windows/wsl/wsl-config#configure-global-options-with-wslconfig) 调整内存大小
 
-配置完成后我们需要获取 `docker-compose.yaml` 文件，通过[下载页面](https://dolphinscheduler.apache.org/#/zh-cn/download)下载对应版本源码包可能是最快的方法，
+配置完成后我们需要获取 `docker-compose.yaml` 文件，通过[下载页面](https://dolphinscheduler.apache.org/zh-cn/download)下载对应版本源码包可能是最快的方法，
 源码包对应的值为 "Total Source Code"。当下载完源码后就可以运行命令进行部署了。
 
 ```shell
diff --git a/docs/docs/zh/guide/upgrade/upgrade.md b/docs/docs/zh/guide/upgrade/upgrade.md
index 592264d165..328313c517 100644
--- a/docs/docs/zh/guide/upgrade/upgrade.md
+++ b/docs/docs/zh/guide/upgrade/upgrade.md
@@ -12,7 +12,7 @@
 
 ### 下载新版本的安装包
 
-在[下载](https://dolphinscheduler.apache.org/#/zh-cn/download)页面下载最新版本的二进制安装包，并将二进制包放到与当前 dolphinscheduler 服务不一样的路径中，以下升级操作都需要在新版本的目录进行。
+在[下载](https://dolphinscheduler.apache.org/zh-cn/download)页面下载最新版本的二进制安装包，并将二进制包放到与当前 dolphinscheduler 服务不一样的路径中，以下升级操作都需要在新版本的目录进行。
 
 ## 升级步骤
 
diff --git a/dolphinscheduler-registry/dolphinscheduler-registry-plugins/dolphinscheduler-registry-mysql/README.md b/dolphinscheduler-registry/dolphinscheduler-registry-plugins/dolphinscheduler-registry-mysql/README.md
index 9cf7015efe..4779db3bdf 100644
--- a/dolphinscheduler-registry/dolphinscheduler-registry-plugins/dolphinscheduler-registry-mysql/README.md
+++ b/dolphinscheduler-registry/dolphinscheduler-registry-plugins/dolphinscheduler-registry-mysql/README.md
@@ -33,4 +33,4 @@ After do this two steps, you can start your DolphinScheduler cluster, your clust
 store server metadata.
 
 NOTE: You need to add `mysql-connector-java.jar` into DS classpath, since this plugin will not bundle this driver in distribution.
-You can get the detail about <a href="https://dolphinscheduler.apache.org/#/en-us/docs/3.1.2/guide/installation/pseudo-cluster">Initialize the Database</a>
+You can get the detail about <a href="https://dolphinscheduler.apache.org/en-us/docs/3.1.2/guide/installation/pseudo-cluster">Initialize the Database</a>