diff --git a/frontend/src/components/Recommendations.css b/frontend/src/components/Recommendations.css
index 357bf69..8eea58d 100644
--- a/frontend/src/components/Recommendations.css
+++ b/frontend/src/components/Recommendations.css
@@ -352,6 +352,27 @@
   justify-content: flex-end;
 }
 
+.ug-direction-badge {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 28px;
+  height: 28px;
+  border-radius: 999px;
+  border: 2px solid rgba(255, 255, 255, 0.9);
+  background: rgba(0, 0, 0, 0.15);
+  box-shadow: 0 8px 20px rgba(0, 0, 0, 0.22);
+  backdrop-filter: blur(4px);
+}
+
+.ug-direction-badge.buy {
+  background: rgba(46, 204, 113, 0.22);
+}
+
+.ug-direction-badge.sell {
+  background: rgba(231, 76, 60, 0.22);
+}
+
 .ug-pill {
   display: inline-block;
   padding: 4px 8px;
@@ -364,18 +385,29 @@
 
 .ug-direction-icon {
   flex: 0 0 auto;
-  margin-right: 2px;
   opacity: 0.95;
 }
 
-.ug-direction-icon.buy {
+.ug-direction-icon {
   color: rgba(255, 255, 255, 0.95);
   filter: drop-shadow(0 2px 6px rgba(0, 0, 0, 0.15));
 }
 
-.ug-direction-icon.sell {
-  color: rgba(255, 255, 255, 0.95);
-  filter: drop-shadow(0 2px 6px rgba(0, 0, 0, 0.15));
+.ug-entry-status {
+  margin-left: 6px;
+  font-size: 11px;
+  padding: 2px 6px;
+  border-radius: 999px;
+  background: rgba(255, 255, 255, 0.14);
+  border: 1px solid rgba(255, 255, 255, 0.18);
+}
+
+.ug-entry-status.hit {
+  background: rgba(255, 255, 255, 0.18);
+}
+
+.ug-entry-status.wait {
+  opacity: 0.9;
 }
 
 .ug-pill.entry {
diff --git a/frontend/src/components/Recommendations.jsx b/frontend/src/components/Recommendations.jsx
index 57b53f5..a469d38 100644
--- a/frontend/src/components/Recommendations.jsx
+++ b/frontend/src/components/Recommendations.jsx
@@ -185,12 +185,34 @@ function Recommendations() {
   const formatTime = (timeStr) => {
     if (!timeStr) return '-'
     try {
-      // 处理时区问题：如果时间字符串包含时区信息，直接解析
-      // 否则假设是UTC时间，转换为本地时间
-      const date = new Date(timeStr)
+      // 统一按“北京时间”显示，但要先把输入解析成正确的时间点（epoch）
+      // 注意：部分来源会给出不带时区的字符串（如 "2026-01-19T05:54:04" 或 "2026-01-19 05:54:04"）
+      // 这类字符串在浏览器里会被当作“本地时间”解析，导致显示偏差。
+      const raw = String(timeStr).trim()
+
+      let date = null
+
+      // 1) 纯数字：兼容 seconds/ms
+      if (/^\d+$/.test(raw)) {
+        const n = Number(raw)
+        const ms = raw.length >= 13 ? n : n * 1000
+        date = new Date(ms)
+      } else {
+        // 2) "YYYY-MM-DD HH:mm:ss" -> 当作 UTC（历史推荐里常见），再转北京时间显示
+        if (/^\d{4}-\d{2}-\d{2}\s+\d{2}:\d{2}:\d{2}(\.\d+)?$/.test(raw)) {
+          const isoUtc = raw.replace(' ', 'T') + 'Z'
+          date = new Date(isoUtc)
+        } else if (/^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}(\.\d+)?$/.test(raw)) {
+          // 3) ISO 但无时区 -> 当作 UTC
+          date = new Date(raw + 'Z')
+        } else {
+          // 4) 其他格式（包含 Z / +08:00 / RFC1123 等）交给浏览器解析
+          date = new Date(raw)
+        }
+      }
       
       // 检查日期是否有效
-      if (isNaN(date.getTime())) {
+      if (!date || isNaN(date.getTime())) {
         return timeStr
       }
       
@@ -209,6 +231,20 @@ function Recommendations() {
     }
   }
 
+  const getEntryStatus = (rec) => {
+    try {
+      const entry = Number(rec?.suggested_limit_price ?? rec?.planned_entry_price)
+      const cur = Number(rec?.current_price)
+      if (!isFinite(entry) || !isFinite(cur) || !rec?.direction) return null
+      if (rec.direction === 'BUY') {
+        return cur <= entry ? { text: '已到价', cls: 'hit' } : { text: '未到价', cls: 'wait' }
+      }
+      return cur >= entry ? { text: '已到价', cls: 'hit' } : { text: '未到价', cls: 'wait' }
+    } catch (e) {
+      return null
+    }
+  }
+
   const formatTimeMs = (ms) => {
     if (!ms && ms !== 0) return '-'
     try {
@@ -346,7 +382,9 @@ function Recommendations() {
                   <span className={`signal-strength ${getSignalStrengthColor(rec.signal_strength)}`}>
                     信号强度: {rec.signal_strength}/10
                   </span>
-                  <span className="time">{formatTime(rec.recommendation_time)}</span>
+                  <span className="time" title="北京时间">
+                    {formatTime(rec.recommendation_time)}（北京）
+                  </span>
                 </div>
               </div>
 
@@ -407,13 +445,19 @@ function Recommendations() {
                     <div className="user-guide-head">
                       <strong>📋 操作计划</strong>
                       <div className="user-guide-prices">
-                        {rec.direction === 'BUY' ? (
-                          <TrendingUp className="ug-direction-icon buy" aria-label="做多" size={18} />
-                        ) : (
-                          <TrendingDown className="ug-direction-icon sell" aria-label="做空" size={18} />
-                        )}
+                        <span className={`ug-direction-badge ${rec.direction === 'BUY' ? 'buy' : 'sell'}`} title={rec.direction === 'BUY' ? '做多' : '做空'}>
+                          {rec.direction === 'BUY' ? (
+                            <TrendingUp className="ug-direction-icon" aria-label="做多" size={18} />
+                          ) : (
+                            <TrendingDown className="ug-direction-icon" aria-label="做空" size={18} />
+                          )}
+                        </span>
                         <span className="ug-pill entry">
                           入场 {fmtPrice(rec.suggested_limit_price ?? rec.planned_entry_price)} USDT
+                          {(() => {
+                            const st = getEntryStatus(rec)
+                            return st ? <span className={`ug-entry-status ${st.cls}`}>{st.text}</span> : null
+                          })()}
                         </span>
                         <span className="ug-pill stop">
                           止损 {fmtPrice(rec.suggested_stop_loss)} USDT
@@ -430,62 +474,6 @@ function Recommendations() {
                   </div>
                 )}
 
-                {/* 交易教程（如果存在） */}
-                {rec.trading_tutorial && (
-                  <div className="trading-tutorial">
-                    <strong>💡 交易提示:</strong>
-                    <p>{rec.trading_tutorial}</p>
-                  </div>
-                )}
-
-                <div className="recommendation-reason">
-                  <strong>技术分析原因:</strong>
-                  <p>{rec.recommendation_reason || '-'}</p>
-                </div>
-
-                <div className="suggested-params">
-                  <div className="param-item order-type">
-                    <label>订单类型:</label>
-                    <span className="order-type-badge limit">
-                      限价单
-                    </span>
-                  </div>
-                  {rec.suggested_limit_price && (
-                    <div className="param-item limit-price highlight">
-                      <label>建议挂单价:</label>
-                      <span className="limit-price-value highlight-price">
-                        {fmtPrice(rec.suggested_limit_price)} USDT
-                        {rec.current_price && (
-                          <span className="price-diff">
-                            ({rec.direction === 'BUY' ? '低于' : '高于'}当前价 
-                            {Math.abs(((rec.suggested_limit_price - rec.current_price) / rec.current_price) * 100).toFixed(2)}%)
-                          </span>
-                        )}
-                      </span>
-                    </div>
-                  )}
-                  <div className="param-item">
-                    <label>建议止损:</label>
-                    <span>{fmtPrice(rec.suggested_stop_loss)}</span>
-                  </div>
-                  <div className="param-item">
-                    <label>第一目标:</label>
-                    <span>{fmtPrice(rec.suggested_take_profit_1)}</span>
-                  </div>
-                  <div className="param-item">
-                    <label>第二目标:</label>
-                    <span>{fmtPrice(rec.suggested_take_profit_2)}</span>
-                  </div>
-                  <div className="param-item">
-                    <label>建议仓位:</label>
-                    <span>{(parseFloat(rec.suggested_position_percent || 0) * 100).toFixed(2)}%</span>
-                  </div>
-                  <div className="param-item">
-                    <label>建议杠杆:</label>
-                    <span>{rec.suggested_leverage || 10}x</span>
-                  </div>
-                </div>
-
                 <div className="card-actions">
                   {typeFilter === 'realtime' && (
                     <button 
@@ -523,6 +511,70 @@ function Recommendations() {
 
                 {showDetails[rec.id || rec.symbol] && (
                   <div className="details-panel">
+                    <div className="details-section">
+                      <h4>交易提示</h4>
+                      <div className="market-info">
+                        <div className="info-item">
+                          <label>提示:</label>
+                          <span>{rec.trading_tutorial || '-'}</span>
+                        </div>
+                      </div>
+                    </div>
+
+                    <div className="details-section">
+                      <h4>技术分析原因</h4>
+                      <div className="market-info">
+                        <div className="info-item">
+                          <label>原因:</label>
+                          <span>{rec.recommendation_reason || '-'}</span>
+                        </div>
+                      </div>
+                    </div>
+
+                    <div className="details-section">
+                      <h4>建议参数</h4>
+                      <div className="suggested-params">
+                        <div className="param-item order-type">
+                          <label>订单类型:</label>
+                          <span className="order-type-badge limit">限价单</span>
+                        </div>
+                        {rec.suggested_limit_price && (
+                          <div className="param-item limit-price highlight">
+                            <label>建议挂单价:</label>
+                            <span className="limit-price-value highlight-price">
+                              {fmtPrice(rec.suggested_limit_price)} USDT
+                              {rec.current_price && (
+                                <span className="price-diff">
+                                  ({rec.direction === 'BUY' ? '低于' : '高于'}当前价
+                                  {Math.abs(((rec.suggested_limit_price - rec.current_price) / rec.current_price) * 100).toFixed(2)}%)
+                                </span>
+                              )}
+                            </span>
+                          </div>
+                        )}
+                        <div className="param-item">
+                          <label>建议止损:</label>
+                          <span>{fmtPrice(rec.suggested_stop_loss)}</span>
+                        </div>
+                        <div className="param-item">
+                          <label>第一目标:</label>
+                          <span>{fmtPrice(rec.suggested_take_profit_1)}</span>
+                        </div>
+                        <div className="param-item">
+                          <label>第二目标:</label>
+                          <span>{fmtPrice(rec.suggested_take_profit_2)}</span>
+                        </div>
+                        <div className="param-item">
+                          <label>建议仓位:</label>
+                          <span>{(parseFloat(rec.suggested_position_percent || 0) * 100).toFixed(2)}%</span>
+                        </div>
+                        <div className="param-item">
+                          <label>建议杠杆:</label>
+                          <span>{rec.suggested_leverage || 10}x</span>
+                        </div>
+                      </div>
+                    </div>
+
                     <div className="details-section">
                       <h4>技术指标</h4>
                       <div className="indicators-grid">
diff --git a/trading_system/trade_recommender.py b/trading_system/trade_recommender.py
index e0242b1..13f477a 100644
--- a/trading_system/trade_recommender.py
+++ b/trading_system/trade_recommender.py
@@ -5,7 +5,7 @@ import asyncio
 import logging
 import time
 from typing import List, Dict, Optional
-from datetime import datetime, timedelta
+from datetime import datetime, timedelta, timezone
 try:
     from .binance_client import BinanceClient
     from .market_scanner import MarketScanner
@@ -19,6 +19,9 @@ except ImportError:
 
 logger = logging.getLogger(__name__)
 
+# 北京时间（UTC+8），用于推荐时间戳展示（避免无时区 isoformat 导致前端误判）
+BEIJING_TZ = timezone(timedelta(hours=8))
+
 # 尝试导入数据库模型
 DB_AVAILABLE = False
 TradeRecommendation = None
@@ -470,7 +473,8 @@ class TradeRecommender:
             
             # 添加时间戳
             timestamp = time.time()
-            recommendation_time = datetime.now().isoformat()
+            # 用带时区的 ISO 字符串，前端可稳定转换/展示北京时间
+            recommendation_time = datetime.now(BEIJING_TZ).isoformat()
             
             # 计算胜率预估（基于信号强度、市场状态等）
             base_win_rate = 40 + (signal_strength * 3)  # 信号强度0-10，对应胜率40-70%