diff --git a/services/prow/config/jobs/images/deepin-auto-translation/Dockerfile b/services/prow/config/jobs/images/deepin-auto-translation/Dockerfile
new file mode 100644
index 0000000..2dade3d
--- /dev/null
+++ b/services/prow/config/jobs/images/deepin-auto-translation/Dockerfile
@@ -0,0 +1,40 @@
+FROM alpine:latest
+
+# 配置清华 alpine 源
+RUN cp /etc/apk/repositories /etc/apk/repositories.bak && \
+    sed -i 's|dl-cdn.alpinelinux.org|mirrors.tuna.tsinghua.edu.cn|g' /etc/apk/repositories && \
+    apk update
+
+# 安装必要的工具和依赖
+RUN apk add --no-cache \
+    bash \
+    libstdc++ \
+    curl \
+    git && \
+    # 清理缓存
+    rm -rf /var/cache/apk/*
+
+
+# 复制翻译脚本到镜像中
+ADD deepin-auto-translation /app/deepin-auto-translation
+
+# 安装bun
+# 这里使用 curl 下载并执行安装脚本
+RUN curl -fsSL https://bun.sh/install | bash
+ENV BUN_INSTALL="~/.bun" \
+    PATH="$BUN_INSTALL/bin:$PATH"
+
+# 安装transifex
+# 这里使用 curl 下载并执行安装脚本
+RUN curl -o- https://raw.githubusercontent.com/transifex/cli/master/install.sh | bash && mv /tx /usr/local/bin/tx
+
+# 安装脚本运行依赖
+RUN cd /app/deepin-auto-translation && BUN_INSTALL="~/.bun" ~/.bun/bin/bun install
+
+# 复制入口点脚本到镜像中
+COPY entrypoint /app/entrypoint
+
+RUN chmod +x /app/entrypoint
+
+# 设置入口点
+#ENTRYPOINT ["bash", "/app/entrypoint"]
diff --git a/services/prow/config/jobs/images/deepin-auto-translation/deepin-auto-translation b/services/prow/config/jobs/images/deepin-auto-translation/deepin-auto-translation
new file mode 160000
index 0000000..8b158bb
--- /dev/null
+++ b/services/prow/config/jobs/images/deepin-auto-translation/deepin-auto-translation
@@ -0,0 +1 @@
+Subproject commit 8b158bb0bc52cc45a6f9d6169495530bfd5defbd
diff --git a/services/prow/config/jobs/images/deepin-auto-translation/entrypoint b/services/prow/config/jobs/images/deepin-auto-translation/entrypoint
new file mode 100644
index 0000000..901d415
--- /dev/null
+++ b/services/prow/config/jobs/images/deepin-auto-translation/entrypoint
@@ -0,0 +1,17 @@
+#!/bin/bash
+
+# 设置翻译仓库路径配置
+mkdir -p /app/deepin-auto-translation/repo/${REPO_OWNER}/
+ln -s $(pwd) /app/deepin-auto-translation/repo/${REPO_OWNER}/${REPO_NAME}
+
+
+# 设置git配置
+git config --global user.name "deepin-ci-robot"
+git config --global user.email "packages@deepin.org"
+git -C /app/deepin-auto-translation pull || true
+
+# 设置transifix配置
+echo "- o:${REPO_OWNER}:p:${REPO_NAME}" > /app/deepin-auto-translation/transifex-projects.yml
+
+# 启动翻译脚本
+cd /app/deepin-auto-translation && BUN_INSTALL="~/.bun" ~/.bun/bin/bun index.ts
diff --git a/services/prow/config/jobs/submits.yml b/services/prow/config/jobs/submits.yml
index af6eb3e..ae01979 100644
--- a/services/prow/config/jobs/submits.yml
+++ b/services/prow/config/jobs/submits.yml
@@ -335,6 +335,67 @@ desktop-translator: &desktop-translator
     testgrid-alert-email: hudeng@deepin.org
     description: Runs Prow desktop-translator job for translating ts files to desktop files.
 
+deepin-auto-translation: &deepin-auto-translation
+  name: deepin-auto-translation
+  decorate: true
+  decoration_config:
+    timeout: 240m
+  always_run: true
+  run_if_changed: ".ts$"
+  labels:
+    app: deepin-auto-translation
+  spec:
+    nodeSelector:
+      kubernetes.io/arch: amd64
+    hostAliases:
+      - ip: 10.20.64.81
+        hostnames:
+          - github.com
+      - ip: 10.20.64.82
+        hostnames:
+          - api.github.com
+      - ip: 10.20.64.83
+        hostnames:
+          - github.githubassets.com
+      - ip: 10.20.64.84
+        hostnames:
+          - raw.githubusercontent.com
+      - ip: 10.20.64.85
+        hostnames:
+          - collector.github.com
+      - ip: 10.20.64.86
+        hostnames:
+          - avatars.githubusercontent.com
+    containers:
+      - name: deepin-auto-translation
+        image: "hub.deepin.com/prow/deepin-auto-translation:latest"
+        command:
+          - /app/entrypoint
+        env:
+          - name: GITHUB_TOKEN
+            valueFrom:
+              secretKeyRef:
+                name: obs-api-credential
+                key: github-token
+        volumeMounts:
+          - name: config
+            mountPath: /app/deepin-auto-translation/secrets.ts
+            subPath: secrets.ts
+            readOnly: true
+          - name: config
+            mountPath: /root/.transifexrc
+            subPath: transifexrc
+            readOnly: true
+    volumes:
+      - name: config
+        configMap:
+          name: deepin-auto-translation-cfg
+  annotations:
+    testgrid-dashboards: sig-deepin-cicd
+    testgrid-tab-name: deepin-auto-translation
+    testgrid-alert-email: hudeng@deepin.org
+    description: Runs Prow deepin-auto-translation job to translate ts files by using llm ai models.
+
 github-pr-review-ci: &github-pr-review-ci
   name: github-pr-review-ci
   decorate: false
@@ -857,6 +918,8 @@ static-check: &static-check
       Runs Prow static-check to config , and add comment.
 
 presubmits:
+  peeweep-test/AITest:
+    - <<: *deepin-auto-translation
   peeweep-test:
     - <<: *github-trigger-obs-ci
     - <<: *github-pr-review-ci
@@ -875,17 +938,22 @@ presubmits:
   linuxdeepin/deepin-osconfig:
     - <<: *github-trigger-obs-ci
     - <<: *github-pr-review-ci
+    - <<: *deepin-auto-translation
   linuxdeepin/linglong:
     - <<: *github-trigger-obs-ci
     - <<: *github-pr-review-ci
+    - <<: *deepin-auto-translation
   linuxdeepin/dde-shell:
     - <<: *github-trigger-obs-ci
     - <<: *github-pr-review-ci
+    - <<: *deepin-auto-translation
   linuxdeepin/dde-tray-loader:
     - <<: *github-trigger-obs-ci
     - <<: *github-pr-review-ci
+    - <<: *deepin-auto-translation
   linuxdeepin:
     - <<: *github-pr-review-ci
+    - <<: *deepin-auto-translation
   linuxdeepin/treeland.private:
     - <<: *github-trigger-obs-ci
   deepin-community/GHC_packages: