diff --git a/.github/actions/docker-build/action.yml b/.github/actions/docker-build/action.yml
index 29dc0e014695..68adff6b4620 100644
--- a/.github/actions/docker-build/action.yml
+++ b/.github/actions/docker-build/action.yml
@@ -42,10 +42,8 @@ runs:
           ${{ inputs.pre }}
           rustup target add ${{ inputs.target }}
 
-          # corepack > 0.24.1 will use native fetch
-          # and native fetch not support HTTP_PROXY
-          # https://github.com/nodejs/undici/issues/1650
-          npm install -g corepack@0.24.1
+          npm install -g corepack@0.31.0 --force
+          echo "Corepack version: $(corepack --version)"
           corepack enable
 
           RUST_TARGET=${{ inputs.target }} pnpm build:binding:${{ inputs.profile }}
diff --git a/.github/actions/pnpm-cache/action.yml b/.github/actions/pnpm-cache/action.yml
index 633d6b8ff2b7..6741740a3531 100644
--- a/.github/actions/pnpm-cache/action.yml
+++ b/.github/actions/pnpm-cache/action.yml
@@ -28,6 +28,13 @@ runs:
       if: ${{ inputs.node-version != '16' }}
       shell: bash
       run: |
+        if [[ "${{runner.os}}" == "Windows" ]]; then
+          # add the npm prefix to PATH to ensure the installed corepack work properly
+          NPM_PREFIX=$(cygpath -u "$(npm config get prefix)")
+          export PATH="$NPM_PREFIX:$PATH"
+        fi
+        npm install -g corepack@0.31.0 --force
+        echo "Corepack version: $(corepack --version)"
         corepack enable
 
     # https://pnpm.io/continuous-integration#github-actions