diff --git a/.github/labeler.yml b/.github/labeler.yml
new file mode 100644
index 00000000..14017438
--- /dev/null
+++ b/.github/labeler.yml
@@ -0,0 +1,23 @@
+AutoGPT Agent:
+- changed-files:
+  - any-glob-to-any-file: autogpts/autogpt/**
+
+Forge:
+- changed-files:
+  - any-glob-to-any-file: autogpts/forge/**
+
+Benchmark:
+- changed-files:
+  - any-glob-to-any-file: benchmark/**
+
+Frontend:
+- changed-files:
+  - any-glob-to-any-file: frontend/**
+
+Arena:
+- changed-files:
+  - any-glob-to-any-file: arena/**
+
+documentation:
+- changed-files:
+  - any-glob-to-any-file: docs/**
diff --git a/.github/workflows/pr-label.yml b/.github/workflows/pr-label.yml
index 512daf11..f550fe8e 100644
--- a/.github/workflows/pr-label.yml
+++ b/.github/workflows/pr-label.yml
@@ -55,3 +55,14 @@ jobs:
           message_if_xl: >
             This PR exceeds the recommended size of 500 lines.
             Please make sure you are NOT addressing multiple issues with one PR.
+
+  scope:
+    if: ${{ github.event_name == 'pull_request_target' }}
+    permissions:
+      contents: read
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/labeler@v5
+        with:
+          sync-labels: true