fix:Update Build env dependencys (#1646)

Integrated into release/v3.7.1 — CI dependency updates and Node 24.15.0 bump

.github/workflows/build-fork.yml

@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           ref: fix/claude-thinking-mapping
 
@@ -28,7 +28,7 @@ jobs:
           password: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Build and push
-        uses: docker/build-push-action@v6
+        uses: docker/build-push-action@v7
         with:
           context: .
           target: runner-base

.github/workflows/ci.yml

@@ -63,7 +63,7 @@ jobs:
     needs: i18n-matrix
     steps:
       - uses: actions/checkout@v6
-      - uses: actions/setup-python@v6.2.0
+      - uses: actions/setup-python@v6
         with:
           python-version: "3.12"