diff --git a/.gitea/workflows/ci.yaml b/.gitea/workflows/ci.yaml
index c3cf337..46fa849 100644
--- a/.gitea/workflows/ci.yaml
+++ b/.gitea/workflows/ci.yaml
@@ -71,6 +71,28 @@ jobs:
           echo "📦 恢复pnpm缓存..."
           export PATH=$PATH:/usr/local/bin
           
+          # 检查缓存的pnpm
+          PNPM_CACHE_DIR="/opt/hostedtoolcache/pnpm-bin"
+          if [ -f "$PNPM_CACHE_DIR/pnpm" ]; then
+            echo "✅ 找到缓存的pnpm: $PNPM_CACHE_DIR/pnpm"
+            # 将缓存的pnpm添加到PATH
+            export PATH="$PNPM_CACHE_DIR:$PATH"
+            echo "✅ pnpm已恢复: $(pnpm --version)"
+          else
+            echo "📥 未找到缓存的pnpm，将重新安装..."
+            # 安装pnpm到缓存目录
+            mkdir -p "$PNPM_CACHE_DIR"
+            npm install -g pnpm --prefix "$PNPM_CACHE_DIR"
+            export PATH="$PNPM_CACHE_DIR:$PATH"
+            echo "✅ pnpm安装完成: $(pnpm --version)"
+          fi
+
+      - name: 配置pnpm缓存
+        shell: bash
+        run: |
+          echo "📦 配置pnpm缓存..."
+          export PATH=$PATH:/usr/local/bin
+          
           # 配置pnpm缓存目录
           PNPM_CACHE_DIR="/opt/hostedtoolcache/pnpm-store"
           mkdir -p "$PNPM_CACHE_DIR"
@@ -81,19 +103,6 @@ jobs:
           
           echo "✅ pnpm缓存配置完成"
 
-      - name: 安装pnpm
-        shell: bash
-        run: |
-          echo "📦 安装pnpm包管理器..."
-          export PATH=$PATH:/usr/local/bin
-          if command -v pnpm &> /dev/null; then
-            echo "✅ pnpm已安装: $(pnpm --version)"
-          else
-            echo "📥 安装pnpm..."
-            npm install -g pnpm
-            echo "✅ pnpm安装完成: $(pnpm --version)"
-          fi
-
       - name: 恢复依赖缓存
         shell: bash
         run: |
@@ -168,6 +177,29 @@ jobs:
             exit 1
           fi
 
+      - name: 保存pnpm缓存
+        shell: bash
+        run: |
+          echo "💾 保存pnpm缓存..."
+          export PATH=$PATH:/usr/local/bin
+          
+          # 保存pnpm二进制文件
+          PNPM_BIN_DIR="/opt/hostedtoolcache/pnpm-bin"
+          if [ -f "$PNPM_BIN_DIR/pnpm" ]; then
+            echo "✅ pnpm二进制文件已缓存"
+          else
+            echo "📥 复制pnpm到缓存目录..."
+            mkdir -p "$PNPM_BIN_DIR"
+            # 找到pnpm的位置并复制
+            PNPM_PATH=$(which pnpm 2>/dev/null || echo "")
+            if [ -n "$PNPM_PATH" ] && [ -f "$PNPM_PATH" ]; then
+              cp "$PNPM_PATH" "$PNPM_BIN_DIR/"
+              echo "✅ pnpm已保存到缓存: $PNPM_BIN_DIR/pnpm"
+            else
+              echo "⚠️ 无法找到pnpm，跳过保存"
+            fi
+          fi
+
       - name: 构建项目
         shell: bash
         run: |