diff --git a/scripts/mofin_health.py b/scripts/mofin_health.py
index aac7f5cd..e30ba32b 100644
--- a/scripts/mofin_health.py
+++ b/scripts/mofin_health.py
@@ -190,17 +190,35 @@ def build_feature_tree(cron_jobs, db_stats):
         "策略质量门禁": ["策略质量门禁"],
         "自选自动清理": ["自选自动清理"],
         "建议对账": ["建议对账"],
+        "宏观新闻采集": ["宏观新闻采集"],
+        "数据治理": ["数据治理"],
+        "盘前热点扫描": ["盘前热点扫描"],
+        "数据同步": ["数据同步"],
+        "小果市场筛选": ["小果市场筛选"],
+        "芯碁微装": ["芯碁微装"],
+        "宏观新闻采集-周末": ["宏观新闻采集-周末"],
+        "硬编码扫描": ["硬编码扫描"],
+        "系统体检": ["系统体检"],
+        "盘中自检": ["盘中自检"],
+        "记忆守卫": ["记忆守卫"],
+        "数据治理": ["数据治理"],
+        "自选股自动重评": ["自选股自动重评"],
+        "state.db真空整理": ["真空整理"],
+        "300308": ["300308"],
+        "多周期缓存": ["多周期缓存"],
+        "元自成长": ["元自成长"],
     }
     # 自动归类：未被任何规则匹配的cron按名称关键词归入类别
+    # 关键词必须够精确，避免误归类
     AUTO_CATEGORIES = [
-        ("数据采集", ["采集", "数据", "快照", "宏观", "新闻", "监控", "扫描", "价格", "资金", "上下文", "市场"]),
-        ("策略分析", ["策略", "评估", "重评", "自选", "买入", "新鲜度", "时效", "分支", "成长", "元"]),
-        ("推荐推送", ["简报", "推送", "推荐", "XMPP", "开盘", "收盘", "简报"]),
-        ("风险监控", ["风险", "背离", "宏观风险"]),
-        ("自检/审计", ["审计", "健康", "管道", "体检", "自检", "记忆", "硬编码", "守卫", "扫描", "治理"]),
-        ("执行/修复", ["执行", "门禁", "清理", "对账", "TODO"]),
-        ("信号消费", ["信号"]),
-        ("其他服务", ["真空", "整理", "模型"]),
+        ("数据采集", ["市场数据", "宏观采集", "新闻采集", "价格监控", "资金流采集", "小果独立扫描", "上下文刷新"]),
+        ("策略分析", ["策略评估", "策略时效性", "重评", "买入区提醒", "自成长", "策略复盘", "分支"]),
+        ("推荐推送", ["简报", "推送", "推荐", "XMPP", "开盘", "收盘"]),
+        ("风险监控", ["宏观风险", "背离检测", "信号消费"]),
+        ("自检/审计", ["系统全局审计", "健康监控", "管道审计", "系统体检", "盘中自检", "记忆守卫", "硬编码扫描", "治理"]),
+        ("执行/修复", ["自愈执行", "门禁", "清理", "对账", "TODO"]),
+        ("持仓监控", ["300308", "芯碁微装", "多周期缓存", "自选股自动重评"]),
+        ("系统服务", ["真空整理"]),
     ]
 
     matched_names = set()  # 记录已匹配的cron name
diff --git a/static/mofin_health.html b/static/mofin_health.html
index 96b9483b..a421c434 100644
--- a/static/mofin_health.html
+++ b/static/mofin_health.html
@@ -71,8 +71,7 @@ function renderFeatureTree(tree) {
     const cls = node.status || 'ok';
     
     // 尝试匹配cron
-    const pipeKey = (node.label||'').toLowerCase().split('(')[0].trim();
-    const pipes = node._pipes || [];
+    const pipes = node.pipes || [];
     
     if (pipes.length === 0) {
       // 无对应cron的功能节点
@@ -131,34 +130,6 @@ function loadData() {
     .then(r=>r.json())
     .then(d=>{
       data = d;
-      // 把pipeline关联到feature tree节点
-      const pipeMap = {};
-      d.pipelines.forEach(p => {
-        const key = (p.name||p.script||'').toLowerCase().split('.')[0].trim();
-        const label = (p.name||p.script||'').toLowerCase();
-        pipeMap[key] = pipeMap[key] || [];
-        pipeMap[key].push(p);
-        // 也存label搜索
-        pipeMap[label] = pipeMap[label] || [];
-        pipeMap[label].push(p);
-      });
-      
-      // 给feature tree节点挂_pipes
-      function attachPipes(node) {
-        const key = (node.label||'').toLowerCase().split('(')[0].trim();
-        node._pipes = pipeMap[key] || [];
-        // 尝试用脚本名匹配
-        if (!node._pipes.length) {
-          const scriptMatch = (node.label||'').match(/\(([^)]+)\)/);
-          if (scriptMatch) {
-            const s = scriptMatch[1].toLowerCase().split('.')[0];
-            node._pipes = pipeMap[s] || [];
-          }
-        }
-        if (node.children) node.children.forEach(c => attachPipes(c));
-      }
-      attachPipes(d.feature_tree);
-      
       // 统计
       const cnt = {ok:0,warn:0,fail:0};
       function countStatus(n) { cnt[n.status]++; if(n.children) n.children.forEach(countStatus); }