diff --git a/.github/labeler.yml b/.github/labeler.yml
index f4d4fb73..1b822f44 100644
--- a/.github/labeler.yml
+++ b/.github/labeler.yml
@@ -1,14 +1,28 @@
 ci-cd:
-  - .github/**/*
+  - any-glob-to-any-file: .github/**
 
 dependencies:
-  - requirements/*.txt
+  - any-glob-to-any-file: requirements/*.txt
   - requirements.txt
 
 documentation:
-  - docs/**/*
-  - requirements/documentation.txt
+  - changed-files:
+      - any-glob-to-any-file: docs/**
+      - requirements/documentation.txt
+
+enhancement:
+  - head-branch: ["^feature", "feature", "^improve", "improve"]
+
+packaging:
+  - head-branch: ["^packaging", "packaging"]
+
+tooling:
+  - head-branch: ["^tooling", "tooling"]
+  - codecov.yml
+  - .pre-commit-config.yaml
+  - sonar-project.properties
 
 UI:
-  - qtribu/**/*.ui
-  - qtribu/gui/**/*
+  - head-branch: ["^ui", "ui"]
+  - any-glob-to-any-file: qtribu/**/*.ui
+  - any-glob-to-any-file: qtribu/gui/**
diff --git a/.github/workflows/auto-labeler.yml b/.github/workflows/auto-labeler.yml
index 3dc39152..c4774654 100644
--- a/.github/workflows/auto-labeler.yml
+++ b/.github/workflows/auto-labeler.yml
@@ -4,8 +4,11 @@ on:
 
 jobs:
   triage:
+    permissions:
+      contents: read
+      pull-requests: write
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/labeler@v4
+      - uses: actions/labeler@v5
         with:
           repo-token: "${{ secrets.GITHUB_TOKEN }}"