diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 4d9ccaa..3797f24 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -38,15 +38,23 @@ jobs:
           node-version: '20' # 根据你的项目需求选择合适的 Node.js 版本
 
       - name: Install pnpm
-        run: npm install -g pnpm
+        uses: pnpm/action-setup@v2
+        with:
+          version: 8
+
+      - name: Get pnpm store directory
+        id: pnpm-cache
+        shell: bash
+        run: |
+          echo "STORE_PATH=$(pnpm store path)" >> $GITHUB_OUTPUT
 
       - name: Cache pnpm modules
-        uses: actions/cache@v2
+        uses: actions/cache@v3
         with:
-          path: ~/.pnpm-store
-          key: ${{ runner.os }}-pnpm-${{ hashFiles('**/pnpm-lock.yaml') }}
+          path: ${{ steps.pnpm-cache.outputs.STORE_PATH }}
+          key: ${{ runner.os }}-pnpm-store-${{ hashFiles('**/pnpm-lock.yaml') }}
           restore-keys: |
-            ${{ runner.os }}-pnpm-
+            ${{ runner.os }}-pnpm-store-
 
       - name: Install dependencies
         run: pnpm install