diff --git a/.github/workflows/unlabel.yml b/.github/workflows/unlabel.yml
new file mode 100644
index 00000000..94a64e57
--- /dev/null
+++ b/.github/workflows/unlabel.yml
@@ -0,0 +1,16 @@
+name: Unlabeller
+
+on:
+  issues:
+    types: [closed]
+  pull_request:
+    types: [closed]
+
+jobs:
+  unlabel:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Remove labels
+        uses: andymckay/labeler@master
+        with:
+          remove-labels: "wip"