diff --git a/.github/labeler.yml b/.github/labeler.yml
new file mode 100644
index 0000000..f01905e
--- /dev/null
+++ b/.github/labeler.yml
@@ -0,0 +1,16 @@
+labels:
+  - label: "add mod"
+    matcher:
+      - body: "(\\n|.)*- \\[x\\] Add mod to alternatives page\\n*"
+  - label: "enhancement"
+    conditions:
+      - body: "(\\n|.)*- \\[x\\] Site changes\\n*"
+  - label: "documentation"
+    conditions:
+      - body: "(\\n|.)*- \\[x\\] Chore/documentation updates\\n*"
+  - label: "BREAKING CHANGE"
+    conditions:
+      - body: "(\\n|.)*- \\[x\\] Tick this box if you made changes that may or may not break site functionality(\\n|.)*"
+  - label: "Merge conflict identified"
+    conditions:
+      - mergeable: false
diff --git a/.github/labels.yml b/.github/labels.yml
deleted file mode 100644
index 724aa19..0000000
--- a/.github/labels.yml
+++ /dev/null
@@ -1,16 +0,0 @@
-labels:
-  - name: "add mod"
-    conditions:
-      - body: '\b- \[x\] Add mod to alternatives page\b'
-  - name: "enhancement"
-    conditions:
-      - body: '\b- \[x\] Site changes\b'
-  - name: "documentation"
-    conditions:
-      - body: '\b- \[x\] Chore/documentation updates\b'
-  - name: "BREAKING CHANGE"
-    conditions:
-      - body: '^- \[x\] Tick this box if you made changes that may or may not break site functionality.$'
-  - name: "Merge conflict identified"
-    conditions:
-      - mergeable: false
diff --git a/.github/workflows/pr_management.yml b/.github/workflows/pr_management.yml
index 4953a08..27cedae 100644
--- a/.github/workflows/pr_management.yml
+++ b/.github/workflows/pr_management.yml
@@ -24,9 +24,10 @@ jobs:
       - name: Label PR based on content
         if: github.event.action != 'labeled'
         id: label-pr
-        uses: prulloac/configurable-pr-labeler@v1.1.2
+        uses: fuxingloh/multi-labeler@v4.0.0
         with:
-          token: ${{ secrets.GITHUB_TOKEN }}
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          config-path: .github/labeler.yml
 
       - name: Assign/unassign reviewers
         if: github.event.action == 'ready_for_review'