diff --git a/.gitea/PULL_REQUEST_TEMPLATE.yaml b/.gitea/PULL_REQUEST_TEMPLATE.yaml
index 06b9d67..e470377 100644
--- a/.gitea/PULL_REQUEST_TEMPLATE.yaml
+++ b/.gitea/PULL_REQUEST_TEMPLATE.yaml
@@ -33,6 +33,5 @@ body:
     attributes:
       label: Checklist
       options:
-        - label: "The title is meet the format `'BLOG-XXX Title title title'`"
         - label: A milestone is set
         - label: The related issuse has been linked to this branch
diff --git a/.gitea/workflows/pr-title-check.yaml b/.gitea/workflows/pr-title-check.yaml
new file mode 100644
index 0000000..fcf0a95
--- /dev/null
+++ b/.gitea/workflows/pr-title-check.yaml
@@ -0,0 +1,20 @@
+name: PR Title Check
+on:
+  pull_request:
+    types:
+      - opened
+      - edited
+      - synchronize
+      - reopened
+
+jobs:
+  pr-title-check:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check PR title
+        run: |
+          title="${{ gitea.event.pull_request.title }}"
+          echo "Checking PR title: $title"
+          echo "$title" | grep -qE '^(BLOG-[0-9]+|NO-ISSUE) [A-Z].+$' \
+            && echo 'Pass' \
+            || (echo 'The title is not meet the format `BLOG-XXX Title title title`'; exit 1)