diff --git a/.gitea/workflow/backend-ci.yml b/.gitea/workflow/backend-ci.yml
index 912e75f..4b34473 100644
--- a/.gitea/workflow/backend-ci.yml
+++ b/.gitea/workflow/backend-ci.yml
@@ -11,15 +11,14 @@ on:
 jobs:
   ci:
     runs-on: aliyun
+    container: golang:1.23-bookworm
+    env:
+      GOPROXY: https://goproxy.cn,direct
     defaults:
       run:
         working-directory: backend
     steps:
-      - uses: actions/checkout@v4
-
-      - uses: actions/setup-go@v5
-        with:
-          go-version: "1.23"
+      - uses: http://8.161.227.145:3000/huanghaosheng/checkout@releases/v4
 
       - name: Download dependencies
         run: go mod download
diff --git a/.gitea/workflow/frontend-ci.yml b/.gitea/workflow/frontend-ci.yml
index 00c3bb1..db490f1 100644
--- a/.gitea/workflow/frontend-ci.yml
+++ b/.gitea/workflow/frontend-ci.yml
@@ -11,17 +11,14 @@ on:
 jobs:
   ci:
     runs-on: aliyun
+    container: node:22-bookworm
+    env:
+      npm_config_registry: https://registry.npmmirror.com
     defaults:
       run:
         working-directory: frontend
     steps:
-      - uses: actions/checkout@v4
-
-      - uses: actions/setup-node@v4
-        with:
-          node-version: 22
-          cache: npm
-          cache-dependency-path: frontend/package-lock.json
+      - uses: http://8.161.227.145:3000/huanghaosheng/checkout@releases/v4
 
       - name: Install dependencies
         run: npm ci