diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 87f4e16b..6c7c1a2b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -40,6 +40,11 @@ jobs:
 
     runs-on: ubuntu-latest
 
+    permissions:
+      # vcpkg caching action
+      actions: read
+      contents: read
+
     strategy:
       matrix:
         platform:
@@ -74,17 +79,17 @@ jobs:
     - name: Install Dependencies (host)
       run: sudo apt update && sudo apt -y install cmake pkg-config nasm
 
-    - name: Export GitHub Actions cache environment variables
-      uses: actions/github-script@v7
+    - name: Restore vcpkg cache
+      id: vcpkg-cache
+      uses: TAServers/vcpkg-cache@v3
       with:
-        script: |
-          core.exportVariable('ACTIONS_CACHE_URL', process.env.ACTIONS_CACHE_URL || '');
-          core.exportVariable('ACTIONS_RUNTIME_TOKEN', process.env.ACTIONS_RUNTIME_TOKEN || '');
+        token: ${{secrets.GITHUB_TOKEN}}
 
     - name: Install Dependencies (target)
       env:
         ANDROID_NDK_HOME: ${{steps.setup_ndk.outputs.ndk-path}}
-        VCPKG_BINARY_SOURCES: "clear;x-gha,readwrite"
+        VCPKG_FEATURE_FLAGS: "binarycaching"
+        VCPKG_BINARY_SOURCES: "clear;files,${{steps.vcpkg-cache.outputs.path}},readwrite"
       run: vcpkg install --overlay-triplets=vcpkg_android_triplets --triplet ${{matrix.platform.vcpkg_toolkit}} libsodium opus libvpx libpng libjpeg-turbo freetype
 
     # vcpkg scripts root /usr/local/share/vcpkg/scripts
@@ -143,16 +148,16 @@ jobs:
       with:
         submodules: recursive
 
-    - name: Export GitHub Actions cache environment variables
-      uses: actions/github-script@v7
+    - name: Restore vcpkg cache
+      id: vcpkg-cache
+      uses: TAServers/vcpkg-cache@v3
       with:
-        script: |
-          core.exportVariable('ACTIONS_CACHE_URL', process.env.ACTIONS_CACHE_URL || '');
-          core.exportVariable('ACTIONS_RUNTIME_TOKEN', process.env.ACTIONS_RUNTIME_TOKEN || '');
+        token: ${{secrets.GITHUB_TOKEN}}
 
     - name: Install Dependencies
       env:
-        VCPKG_BINARY_SOURCES: "clear;x-gha,readwrite"
+        VCPKG_FEATURE_FLAGS: "binarycaching"
+        VCPKG_BINARY_SOURCES: "clear;files,${{steps.vcpkg-cache.outputs.path}},readwrite"
       run: vcpkg install pkgconf:x64-windows libsodium:x64-windows-static pthreads:x64-windows-static opus:x64-windows-static libvpx:x64-windows-static zstd:x64-windows-static libwebp:x64-windows-static libpng:x64-windows-static libjpeg-turbo:x64-windows-static freetype:x64-windows-static
 
     # setup vs env