diff --git a/.github/workflows/style.yml b/.github/workflows/style.yml
index a35dc8e0461..19a4fa63369 100644
--- a/.github/workflows/style.yml
+++ b/.github/workflows/style.yml
@@ -14,77 +14,79 @@ jobs:
     env:
       CARGO_HTTP_MULTIPLEXING: false
     steps:
-    - uses: actions/checkout@v3
-      with:
-        submodules: true
-    - name: Prepare
-      run: |
-        sudo apt-get update -y
-        sudo apt-get install clang-format imagemagick ddnet-tools shellcheck pkg-config cmake ninja-build libfreetype6-dev libnotify-dev libsdl2-dev libsqlite3-dev libavcodec-dev libavformat-dev libavutil-dev libswresample-dev libswscale-dev libx264-dev python3-clang libvulkan-dev glslang-tools spirv-tools -y
-        rustup default stable
-        pip3 install pylint
-        git clone https://gitlab.com/Patiga/twmap.git/
-        cd twmap/twmap-tools
-        cargo install --locked --path=.
-        cd ../..
-        rm -rf twmap
-        mkdir release
-        cd release
-        cmake -G Ninja -DCMAKE_BUILD_TYPE=Release -DDOWNLOAD_GTEST=OFF -DCMAKE_RUNTIME_OUTPUT_DIRECTORY_RELEASE=. ..
-        cmake --build . --config Release --target dilate
-    - name: Check clang-format
-      run: clang-format -version
-    - name: Check fix_style
-      run: scripts/fix_style.py --dry-run
-    - name: Check header guards
-      run: scripts/check_header_guards.py
-    - name: Check languages
-      run: scripts/languages/update_all.py
-    - name: Check dilated images
-      run: scripts/check_dilate.sh release data
-    - name: Check absolute includes
-      run: "! grep --exclude-dir rust-bridge -rE '^#include \"(antibot|base|engine|game|steam|test)/' src/"
-    - name: Check standard header includes
-      run: scripts/check_standard_headers.sh
-    - name: Check config variables
-      run: scripts/check_config_variables.py
-    # TODO: Enable on release branches
-    #- name: Out-of-date translations
-    #  run: |
-    #    cp -a data/languages data/languages.orig
-    #    scripts/languages/update_all.py
-    #    diff_lang=$(diff data/languages.orig data/languages)
-    #    if [ -n "$diff_lang" ]; then
-    #      echo "Update translations:\n$diff_lang"
-    #      exit 1
-    #    fi
-    - name: Shellcheck
-      run: find . -type f -name '*.sh' -print0 | xargs -0 shellcheck
-    - name: Check log error case
-      run: |
-        if grep -Eqr '(msg|Print).*\(.*"[Ee]rror:' src/;
-        then
-          echo "Expected log errors to be in this format 'ERROR: error message'"
-          echo "Found these non uppercased log errors:"
-          grep -Er '(msg|Print).*\(.*"[Ee]rror:' src/
-          exit 1
-        fi
-    - name: Pylint
-      run: |
-        pylint --version
-        find . -type f -name "*.py" -not -path './ddnet-libs/*' -not -path './googletest-src/*' -print0 | xargs -0 pylint
-    - name: Unused headers
-      run: |
-        find src -name '*.h' | while read -r i; do grep -r -q "$(basename "$i")" || (echo "Header file $i is unused" && exit 1); done
-    - name: Check maps
-      run: |
-        findings=$(find data -type f -name '*.map' -print0 | xargs -0 ~/.cargo/bin/twmap-check-ddnet 2>&1 | \
-          grep -v -E "\"data/maps/(ctf|dm).*\.map\": Time cps are missing on the map" | \
-          grep -v -E "\"data/themes/.*\.map\": Time cps are missing on the map" | \
-          grep -v -E "\"data/maps/ctf4\.map\": Map - In Image at index 3 -> Image 'jungle_doodads_old' is not a valid external image for DDNet06" | \
-          grep -v -E "\"data/themes/autumn_night\.map\": Map - In Image at index 3 -> Image 'generic_lamps' is not a valid external image for DDNet06" | \
-          grep -v -E "\"data/maps7?/Tutorial\.map\": Map setting - Unusual: 'sv_show_others_default'" || true)
-        if [ -n "$findings" ]; then
-          echo "$findings"
-          exit 1
-        fi
+      - uses: actions/checkout@v4
+        with:
+          submodules: true
+      - uses: awalsh128/cache-apt-pkgs-action@latest
+        with:
+          packages: install clang-format imagemagick ddnet-tools shellcheck pkg-config cmake ninja-build libfreetype6-dev libnotify-dev libsdl2-dev libsqlite3-dev libavcodec-dev libavformat-dev libavutil-dev libswresample-dev libswscale-dev libx264-dev python3-clang libvulkan-dev glslang-tools spirv-tools -y
+          version: 1.0
+      - uses: dtolnay/rust-toolchain@stable
+      - name: Prepare
+        run: |
+          pip3 install pylint
+          git clone https://gitlab.com/Patiga/twmap.git/
+          cd twmap/twmap-tools
+          cargo install --locked --path=.
+          cd ../..
+          rm -rf twmap
+          mkdir release
+          cd release
+          cmake -G Ninja -DCMAKE_BUILD_TYPE=Release -DDOWNLOAD_GTEST=OFF -DCMAKE_RUNTIME_OUTPUT_DIRECTORY_RELEASE=. ..
+          cmake --build . --config Release --target dilate
+      - name: Check clang-format
+        run: clang-format -version
+      - name: Check fix_style
+        run: scripts/fix_style.py --dry-run
+      - name: Check header guards
+        run: scripts/check_header_guards.py
+      - name: Check languages
+        run: scripts/languages/update_all.py
+      - name: Check dilated images
+        run: scripts/check_dilate.sh release data
+      - name: Check absolute includes
+        run: "! grep --exclude-dir rust-bridge -rE '^#include \"(antibot|base|engine|game|steam|test)/' src/"
+      - name: Check standard header includes
+        run: scripts/check_standard_headers.sh
+      - name: Check config variables
+        run: scripts/check_config_variables.py
+      # TODO: Enable on release branches
+      #- name: Out-of-date translations
+      #  run: |
+      #    cp -a data/languages data/languages.orig
+      #    scripts/languages/update_all.py
+      #    diff_lang=$(diff data/languages.orig data/languages)
+      #    if [ -n "$diff_lang" ]; then
+      #      echo "Update translations:\n$diff_lang"
+      #      exit 1
+      #    fi
+      - name: Shellcheck
+        run: find . -type f -name '*.sh' -print0 | xargs -0 shellcheck
+      - name: Check log error case
+        run: |
+          if grep -Eqr '(msg|Print).*\(.*"[Ee]rror:' src/;
+          then
+            echo "Expected log errors to be in this format 'ERROR: error message'"
+            echo "Found these non uppercased log errors:"
+            grep -Er '(msg|Print).*\(.*"[Ee]rror:' src/
+            exit 1
+          fi
+      - name: Pylint
+        run: |
+          pylint --version
+          find . -type f -name "*.py" -not -path './ddnet-libs/*' -not -path './googletest-src/*' -print0 | xargs -0 pylint
+      - name: Unused headers
+        run: |
+          find src -name '*.h' | while read -r i; do grep -r -q "$(basename "$i")" || (echo "Header file $i is unused" && exit 1); done
+      - name: Check maps
+        run: |
+          findings=$(find data -type f -name '*.map' -print0 | xargs -0 ~/.cargo/bin/twmap-check-ddnet 2>&1 | \
+            grep -v -E "\"data/maps/(ctf|dm).*\.map\": Time cps are missing on the map" | \
+            grep -v -E "\"data/themes/.*\.map\": Time cps are missing on the map" | \
+            grep -v -E "\"data/maps/ctf4\.map\": Map - In Image at index 3 -> Image 'jungle_doodads_old' is not a valid external image for DDNet06" | \
+            grep -v -E "\"data/themes/autumn_night\.map\": Map - In Image at index 3 -> Image 'generic_lamps' is not a valid external image for DDNet06" | \
+            grep -v -E "\"data/maps7?/Tutorial\.map\": Map setting - Unusual: 'sv_show_others_default'" || true)
+          if [ -n "$findings" ]; then
+            echo "$findings"
+            exit 1
+          fi