diff --git a/.github/workflows/issue-translator.yaml b/.github/workflows/issue-translator.yaml
new file mode 100644
index 00000000..0b752ce0
--- /dev/null
+++ b/.github/workflows/issue-translator.yaml
@@ -0,0 +1,22 @@
+name: Translate Issue from Chinese to English
+
+on:
+  workflow_dispatch:
+    inputs:
+      issue_number:
+        description: 'The issue number to translate'
+        required: true
+        type: string
+  issues:
+    types: [opened]
+
+jobs:
+  translate:
+    runs-on: ubuntu-latest
+    permissions:
+      issues: write # Grant permission to edit issues
+    steps:
+    - uses: emqx/translate-issue-action@ee63ec619dfc5808ee2093dba93dfd7ac3beb437 # v1.0.2
+      with:
+        issue_number: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.issue_number || github.event.issue.number }}
+        gemini_api_key: ${{ secrets.GEMINI_API_KEY }}