diff --git a/.github/workflows/create-issue.yml b/.github/workflows/create-issue.yml
new file mode 100644
index 0000000000000..a3d68fdbe2664
--- /dev/null
+++ b/.github/workflows/create-issue.yml
@@ -0,0 +1,25 @@
+name: Create Issue
+on:
+  schedule:
+  # Run monthly on the 1st day of the month
+    - cron: '0 0 1 * *'
+jobs:
+  linkcheck:
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+        shell: bash -el {0}
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Set up Conda
+        uses: ./.github/actions/setup-conda
+
+      - name: Build Pandas
+        uses: ./.github/actions/build_pandas
+      - name: Run create-issue script
+        working-directory: ./doc