diff --git a/.github/pr-labeler.yml b/.github/pr-labeler.yml
new file mode 100644
index 000000000..4d4b682b9
--- /dev/null
+++ b/.github/pr-labeler.yml
@@ -0,0 +1,23 @@
+# The bot always updates the labels, add/remove as necessary [default: false]
+alwaysReplace: false
+# Treats the text and labels as case sensitive [default: true]
+caseSensitive: false
+# Array of labels to be applied to the PR [default: []]
+customLabels:
+  # Finds the `text` within the PR title and body and applies the `label`
+  - text: 'new plugin'
+    label: 'Plugin Submission'
+  - text: 'add'
+    label: 'Plugin Submission'
+  - text: 'bug'
+    label: 'bug'
+  - text: 'fix'
+    label: 'bug'
+  - text: 'feature'
+    label: 'enhancement'
+# Search the body of the PR for the `text` [default: true]
+searchBody: true
+# Search the title of the PR for the `text` [default: true]
+searchTitle: true
+# Search for whole words only [default: false]
+wholeWords: false
diff --git a/.github/workflows/pr_assignee.yml b/.github/workflows/pr_assignee.yml
deleted file mode 100644
index 0abe81fdf..000000000
--- a/.github/workflows/pr_assignee.yml
+++ /dev/null
@@ -1,17 +0,0 @@
-name: Assign PR to creator
-
-# Due to GitHub token limitation, only able to assign org members not authors from forks.
-# https://github.com/thomaseizinger/assign-pr-creator-action/issues/3
-
-on:
-  pull_request:
-    types: [opened]
-
-jobs:
-  automation:
-    runs-on: ubuntu-latest
-    steps:
-    - name: Assign PR to creator
-      uses: thomaseizinger/assign-pr-creator-action@v1.0.0
-      with:
-        repo-token: ${{ secrets.GITHUB_TOKEN }}