diff --git a/.github/release-drafter.yml b/.github/release-drafter.yml
index 67eccf9..ba26220 100644
--- a/.github/release-drafter.yml
+++ b/.github/release-drafter.yml
@@ -22,6 +22,11 @@ categories:
 exclude-labels:
   - "changelog: skip"
 
+autolabeler:
+  - label: "changelog: skip"
+    branch:
+      - "/pre-commit-ci-update-config/"
+
 template: |
   $CHANGES
 
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
index cb11924..3f24b79 100644
--- a/.github/workflows/release-drafter.yml
+++ b/.github/workflows/release-drafter.yml
@@ -5,11 +5,27 @@ on:
     # branches to consider in the event; optional, defaults to all
     branches:
       - main
+  # pull_request event is required only for autolabeler
+  pull_request:
+    # Only following types are handled by the action, but one can default to all as well
+    types: [opened, reopened, synchronize]
+  # pull_request_target event is required for autolabeler to support PRs from forks
+  # pull_request_target:
+  #   types: [opened, reopened, synchronize]
   workflow_dispatch:
 
+permissions:
+  contents: read
+
 jobs:
   update_release_draft:
     if: github.repository_owner == 'pylast'
+    permissions:
+      # write permission is required to create a GitHub Release
+      contents: write
+      # write permission is required for autolabeler
+      # otherwise, read permission is required at least
+      pull-requests: write
     runs-on: ubuntu-latest
     steps:
       # Drafts your next release notes as pull requests are merged into "main"
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 578769b..405505c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,12 +1,12 @@
 repos:
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.1.0
+    rev: v3.3.1
     hooks:
       - id: pyupgrade
         args: [--py37-plus]
 
   - repo: https://github.com/psf/black
-    rev: 22.10.0
+    rev: 22.12.0
     hooks:
       - id: black
         args: [--target-version=py37]
@@ -16,15 +16,15 @@ repos:
     hooks:
       - id: blacken-docs
         args: [--target-version=py37]
-        additional_dependencies: [black==22.10.0]
+        additional_dependencies: [black==22.12.0]
 
   - repo: https://github.com/PyCQA/isort
-    rev: 5.10.1
+    rev: 5.11.4
     hooks:
       - id: isort
 
   - repo: https://github.com/PyCQA/flake8
-    rev: 5.0.4
+    rev: 6.0.0
     hooks:
       - id: flake8
         additional_dependencies: [flake8-2020, flake8-implicit-str-concat]
@@ -35,7 +35,7 @@ repos:
       - id: python-check-blanket-noqa
 
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.3.0
+    rev: v4.4.0
     hooks:
       - id: check-json
       - id: check-merge-conflict
@@ -45,7 +45,7 @@ repos:
       - id: requirements-txt-fixer
 
   - repo: https://github.com/tox-dev/pyproject-fmt
-    rev: 0.3.5
+    rev: 0.4.1
     hooks:
       - id: pyproject-fmt