Auto-refresh review list and stats when trades or annotations change.

Clarify that category/style breakdowns need manual entry tagging.

Co-authored-by: Cursor <cursoragent@cursor.com>

app/templates/records_stats.html

@@ -1,9 +1,13 @@
 {% extends "base.html" %}
 {% block title %}统计看板 · {{ app_name }}{% endblock %}
 {% block content %}
-<h2 style="margin:0 0 6px">统计看板</h2>
+<h2 style="margin:0 0 6px;display:flex;align-items:center;gap:10px;flex-wrap:wrap">
+  统计看板
+  <span id="records-live-hint" class="tag" style="font-size:12px;font-weight:500">自动刷新中…</span>
+</h2>
 <p class="muted" style="margin:0 0 10px">
   默认按北京时间<strong>今日真实平仓</strong>统计；对账/去重产生的假平仓已排除。
+  成交/标注变化会<strong>自动刷新</strong>本页。
   {% if selected_period == 'today' and stats.day %}当前：{{ stats.day }}{% endif %}
   {% if stats.skipped_synthetic %} · 已排除假平仓 {{ stats.skipped_synthetic }} 笔{% endif %}
   {% if stats.skipped_dup_ticket %} · 已排除重复单号 {{ stats.skipped_dup_ticket }} 笔{% endif %}
@@ -82,6 +86,7 @@
 <div class="grid cols-2" style="margin-top:14px">
   <div class="card">
     <h3>按大类（顺势 / 反转 / 其他）</h3>
+    <p class="muted" style="margin:0 0 10px">需在复盘页选「入场形式」后才会分入顺势/反转；未选的汇总在「未标注」。</p>
     <table>
       <thead>
         <tr>
@@ -107,6 +112,7 @@
   </div>
   <div class="card">
     <h3>按入场形式（细项）</h3>
+    <p class="muted" style="margin:0 0 10px">只显示已标注过的形式；全部为「—」时请先打开复盘标注。</p>
     <table>
       <thead>
         <tr>
@@ -125,7 +131,7 @@
           <td class="muted">{{ g.avg_hold }}</td>
         </tr>
         {% else %}
-        <tr><td colspan="5" class="muted">暂无数据</td></tr>
+        <tr><td colspan="5" class="muted">暂无入场形式标注</td></tr>
         {% endfor %}
       </tbody>
     </table>
@@ -239,3 +245,46 @@
   </table>
 </div>
 {% endblock %}
+
+{% block scripts %}
+<script>
+(function () {
+  var fpUrl = {{ url_for('records_fingerprint')|tojson }};
+  var machineId = {{ (selected_machine_id or '')|tojson }};
+  var hint = document.getElementById('records-live-hint');
+  var lastFp = null;
+  var q = machineId ? ('?machine_id=' + encodeURIComponent(machineId)) : '';
+
+  function setHint(text, kind) {
+    if (!hint) return;
+    hint.textContent = text;
+    hint.className = 'tag' + (kind ? ' ' + kind : '');
+  }
+
+  function tick() {
+    fetch(fpUrl + q, { credentials: 'same-origin' })
+      .then(function (r) { return r.json(); })
+      .then(function (d) {
+        if (!d || !d.ok) return;
+        if (lastFp === null) {
+          lastFp = d.fp;
+          setHint('自动刷新 · 监听中', 'green');
+          return;
+        }
+        if (d.fp !== lastFp) {
+          setHint('有新成交，刷新中…', 'green');
+          location.reload();
+          return;
+        }
+        setHint('自动刷新 · 监听中', 'green');
+      })
+      .catch(function () {
+        setHint('自动刷新暂时不可用', '');
+      });
+  }
+
+  tick();
+  setInterval(tick, 3000);
+})();
+</script>
+{% endblock %}