diff --git a/.gitea/workflows/ci.yaml b/.gitea/workflows/ci.yaml
index 206c4a1..5cd9146 100644
--- a/.gitea/workflows/ci.yaml
+++ b/.gitea/workflows/ci.yaml
@@ -115,13 +115,19 @@ jobs:
             echo "✅ pnpm安装完成: $(pnpm --version)"
           fi
 
-      - name: Cache pnpm store
-        uses: actions/cache@v4
-        with:
-          path: ~/.pnpm-store
-          key: ${{ runner.os }}-pnpm-store-${{ hashFiles('pnpm-lock.yaml') }}
-          restore-keys: |
-            ${{ runner.os }}-pnpm-store-${{ hashFiles('pnpm-lock.yaml') }}
+      - name: 恢复依赖缓存
+        shell: bash
+        run: |
+          echo "📦 检查并恢复依赖缓存..."
+          CACHE_FILE="/shared/cache/node_modules_$(md5sum pnpm-lock.yaml | cut -d' ' -f1).tar.gz"
+          if [ -f "$CACHE_FILE" ]; then
+            echo "✅ 找到缓存文件，正在恢复..."
+            tar -xzf "$CACHE_FILE"
+            echo "📦 恢复的 node_modules 大小:"
+            du -sh node_modules || echo "node_modules 目录不存在"
+          else
+            echo "📥 未找到缓存，将重新安装依赖"
+          fi
 
       - name: 安装依赖
         shell: bash
@@ -134,6 +140,17 @@ jobs:
           echo "📦 node_modules 目录大小:"
           du -sh node_modules || echo "node_modules 目录不存在"
 
+      - name: 保存依赖缓存
+        shell: bash
+        run: |
+          echo "💾 保存依赖缓存..."
+          mkdir -p /shared/cache
+          CACHE_FILE="/shared/cache/node_modules_$(md5sum pnpm-lock.yaml | cut -d' ' -f1).tar.gz"
+          tar -czf "$CACHE_FILE" node_modules
+          echo "✅ 缓存已保存到: $CACHE_FILE"
+          echo "📦 缓存文件大小:"
+          du -sh "$CACHE_FILE"
+
       - name: 验证依赖
         shell: bash
         run: |