diff --git a/.woodpecker.yml b/.woodpecker.yml
index 43518ab..a5c490a 100644
--- a/.woodpecker.yml
+++ b/.woodpecker.yml
@@ -38,6 +38,8 @@
 variables:
   - &node_image node:20-alpine
   - &docker_image docker:24-cli
+  - &npm_cache /root/.npm
+  - &node_modules_cache /woodpecker/src/node_modules
 
 # ============================================
 # 阶段1: 代码质量检查
@@ -50,6 +52,9 @@ steps:
     commands:
       - npm ci
       - npm run lint
+    volumes:
+      - /tmp/npm-cache:/root/.npm
+      - /tmp/node-modules-cache:/woodpecker/src/node_modules
     when:
       event:
         - push
@@ -67,6 +72,9 @@ steps:
     commands:
       - npm ci
       - npm run type-check
+    volumes:
+      - /tmp/npm-cache:/root/.npm
+      - /tmp/node-modules-cache:/woodpecker/src/node_modules
     when:
       event:
         - push
@@ -103,12 +111,14 @@ steps:
     commands:
       - npm ci
       - npm run test:coverage:check
+    volumes:
+      - /tmp/npm-cache:/root/.npm
+      - /tmp/node-modules-cache:/woodpecker/src/node_modules
     when:
       event:
         - push
         - pull_request
       branch:
-        - feature/**
         - dev
         - release
         - release/**
@@ -427,14 +437,16 @@ steps:
           STATUS_COLOR="warning"
         fi
         
+        TIMESTAMP=$(date "+%Y-%m-%d %H:%M:%S")
+        
         curl -X POST "$WECHAT_WEBHOOK" \
           -H 'Content-Type: application/json' \
-          -d '{
-            "msgtype": "markdown",
-            "markdown": {
-              "content": "'"## 🚀 Novalon Website 部署通知\n\n> **构建状态**: <font color=\"'"${STATUS_COLOR}"'\">'"${STATUS_TEXT}"'</font>\n\n**项目信息**\n> 分支: `'"${BRANCH}"'`\n> 提交: `'"${COMMIT}"'`\n> 作者: '"${AUTHOR}"'\n\n**提交信息**\n> '"${MESSAGE}"'\n\n**操作**\n> [查看构建详情]('"${PIPELINE_URL}"')\n\n---\n> 时间: $(date "+%Y-%m-%d %H:%M:%S")\n> Pipeline #${PIPELINE_NUMBER}"'"
+          -d "{
+            \"msgtype\": \"markdown\",
+            \"markdown\": {
+              \"content\": \"## 🚀 Novalon Website 部署通知\\n\\n> **构建状态**: <font color=\\\"${STATUS_COLOR}\\\">${STATUS_TEXT}</font>\\n\\n**项目信息**\\n> 分支: \`${BRANCH}\`\\n> 提交: \`${COMMIT}\`\\n> 作者: ${AUTHOR}\\n\\n**提交信息**\\n> ${MESSAGE}\\n\\n**操作**\\n> [查看构建详情](${PIPELINE_URL})\\n\\n---\\n> 时间: ${TIMESTAMP}\\n> Pipeline #${PIPELINE_NUMBER}\"
             }
-          }'
+          }"
     when:
       event:
         - push