diff --git a/analyze_json.py b/analyze_json.py
new file mode 100644
index 0000000..8769a35
--- /dev/null
+++ b/analyze_json.py
@@ -0,0 +1,70 @@
+import json
+from datetime import datetime
+import sys
+
+file_path = '/Users/vivian/work/python/auto_trade_sys/交易记录_2026-02-05T11-39-32.json'
+
+def parse_time(time_str):
+    if not time_str:
+        return None
+    try:
+        # Adjust format based on actual JSON content if needed
+        # Assuming ISO format or similar based on filename
+        return datetime.fromisoformat(time_str.replace('Z', '+00:00'))
+    except ValueError:
+        return None
+
+try:
+    with open(file_path, 'r', encoding='utf-8') as f:
+        data = json.load(f)
+    
+    closed_trades = [t for t in data if t.get('状态') == '已平仓']
+    
+    total_trades = len(data)
+    closed_count = len(closed_trades)
+    
+    print(f"Total Trades in File: {total_trades}")
+    print(f"Closed Trades: {closed_count}")
+    
+    if closed_count == 0:
+        print("No closed trades to analyze.")
+        sys.exit(0)
+
+    wins = [t for t in closed_trades if float(t.get('盈亏', 0)) > 0]
+    losses = [t for t in closed_trades if float(t.get('盈亏', 0)) <= 0]
+    
+    total_pnl = sum(float(t.get('盈亏', 0)) for t in closed_trades)
+    total_win_pnl = sum(float(t.get('盈亏', 0)) for t in wins)
+    total_loss_pnl = sum(float(t.get('盈亏', 0)) for t in losses)
+    
+    avg_win = total_win_pnl / len(wins) if wins else 0
+    avg_loss = total_loss_pnl / len(losses) if losses else 0
+    
+    print(f"\n--- Performance Analysis ---")
+    print(f"Win Count: {len(wins)}")
+    print(f"Loss Count: {len(losses)}")
+    win_rate = (len(wins) / closed_count * 100) if closed_count > 0 else 0
+    print(f"Win Rate: {win_rate:.2f}%")
+    
+    print(f"Total PnL: {total_pnl:.4f} USDT")
+    print(f"Avg Win: {avg_win:.4f} USDT")
+    print(f"Avg Loss: {avg_loss:.4f} USDT")
+    
+    if avg_loss != 0:
+        rr_ratio = abs(avg_win / avg_loss)
+        print(f"Avg Win / Avg Loss Ratio (R:R): {rr_ratio:.2f}")
+    else:
+        print("Avg Win / Avg Loss Ratio (R:R): Infinite (No Losses)")
+
+    # Duration Analysis (if fields exist)
+    # Assuming fields like '开仓时间' and '平仓时间' exist based on typical trade records
+    # If not, this part will be skipped or adjusted
+    
+    # Let's inspect one record keys to be sure for future reference
+    if closed_trades:
+        print(f"\nSample Record Keys: {list(closed_trades[0].keys())}")
+
+except Exception as e:
+    print(f"Error: {e}")
+    import traceback
+    traceback.print_exc()
diff --git a/trading_system/config.py b/trading_system/config.py
index 7db71a1..ceabb10 100644
--- a/trading_system/config.py
+++ b/trading_system/config.py
@@ -205,11 +205,11 @@ def _get_trading_config():
         'EXCLUDE_MAJOR_COINS': True,  # 排除主流币（BTC、ETH、BNB等），专注于山寨币
         'STOP_LOSS_PERCENT': 0.12,  # 止损12%（保证金百分比）
         'TAKE_PROFIT_PERCENT': 0.10,  # 第二目标/单目标止盈10%
-        'TAKE_PROFIT_1_PERCENT': 0.15,  # 分步止盈第一目标15%，提高整体盈亏比
+        'TAKE_PROFIT_1_PERCENT': 0.25,  # 分步止盈第一目标25%（2026-02-05优化：提高盈亏比）
         'MIN_STOP_LOSS_PRICE_PCT': 0.025,  # 最小止损价格变动2.5%（2026-01-29优化：从2%提高到2.5%，给波动更多空间）
         'MIN_TAKE_PROFIT_PRICE_PCT': 0.02,  # 最小止盈价格变动2%
         'USE_ATR_STOP_LOSS': True,  # 使用ATR动态止损
-        'ATR_STOP_LOSS_MULTIPLIER': 2.0,  # ATR止损倍数2.0（2026-01-29优化：从1.5提高到2.0，减少被正常波动扫出）
+        'ATR_STOP_LOSS_MULTIPLIER': 1.5,  # ATR止损倍数1.5（2026-02-05优化：收紧止损，改善盈亏比）
         'ATR_TAKE_PROFIT_MULTIPLIER': 2.0,  # ATR止盈倍数2.0（2026-01-27优化：降低止盈目标，更容易触发）
         'RISK_REWARD_RATIO': 3.0,  # 盈亏比3:1（2026-01-27优化：降低，更容易触发，保证胜率）
         'ATR_PERIOD': 14,  # ATR计算周期14
diff --git a/update_strategy_config.py b/update_strategy_config.py
new file mode 100644
index 0000000..a1fec95
--- /dev/null
+++ b/update_strategy_config.py
@@ -0,0 +1,30 @@
+import sys
+import os
+from pathlib import Path
+
+# Add project root to sys.path
+project_root = Path(__file__).resolve().parent
+sys.path.insert(0, str(project_root))
+sys.path.insert(0, str(project_root / 'backend'))
+
+try:
+    from backend.database.models import GlobalStrategyConfig
+    
+    updates = [
+        ('ATR_STOP_LOSS_MULTIPLIER', 1.5, 'float', 'risk', 'ATR止损倍数（优化后1.5）'),
+        ('TAKE_PROFIT_1_PERCENT', 0.25, 'float', 'strategy', '第一目标止盈25%（优化后）'),
+        ('ATR_TAKE_PROFIT_MULTIPLIER', 2.0, 'float', 'risk', 'ATR止盈倍数'),
+        # Also ensure USE_ATR_STOP_LOSS is True
+        ('USE_ATR_STOP_LOSS', True, 'bool', 'risk', '开启ATR止损'),
+    ]
+    
+    print("Updating Global Strategy Config...")
+    for key, value, type_, category, desc in updates:
+        print(f"Setting {key} = {value}")
+        GlobalStrategyConfig.set(key, value, type_, category, description=desc, updated_by='system_optimizer')
+        
+    print("Done.")
+except Exception as e:
+    print(f"Error: {e}")
+    import traceback
+    traceback.print_exc()
diff --git a/交易记录_2026-02-05T11-39-32.json b/交易记录_2026-02-05T11-39-32.json
new file mode 100644
index 0000000..40c281b
--- /dev/null
+++ b/交易记录_2026-02-05T11-39-32.json
@@ -0,0 +1,1280 @@
+[
+  {
+    "交易ID": 2624,
+    "交易对": "ICPUSDT",
+    "方向": "SELL",
+    "数量": 17,
+    "名义价值": 42.092,
+    "保证金": 5.2615,
+    "杠杆": 8,
+    "入场价": 2.476,
+    "出场价": null,
+    "盈亏": 0,
+    "盈亏比例": 0,
+    "状态": "持仓中",
+    "平仓类型": "-",
+    "开仓订单号": 6549531258,
+    "平仓订单号": "-",
+    "入场时间": 1770290751,
+    "平仓时间": null,
+    "入场原因": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+    "离场原因": null,
+    "持仓时长分钟": null,
+    "止损价": 2.62171429,
+    "止盈价": 2.03885714,
+    "第一目标止盈价": 2.429575,
+    "第二目标止盈价": 2.03885714,
+    "ATR": 0.09714286,
+    "策略类型": null,
+    "入场思路": {
+      "atr": 0.0971428571428571,
+      "rsi": 36.76222596964585,
+      "reason": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+      "trend_4h": "neutral",
+      "direction": "SELL",
+      "market_regime": "trending",
+      "change_percent": -8.333,
+      "filters_passed": [
+        "only_trending",
+        "should_trade",
+        "volume_ok",
+        "signal_ok",
+        "rsi_change_ok"
+      ],
+      "macd_histogram": -0.004330409868040813,
+      "signal_strength": 10,
+      "volume_confirmed": true
+    }
+  },
+  {
+    "交易ID": 2623,
+    "交易对": "ENAUSDT",
+    "方向": "SELL",
+    "数量": 323,
+    "名义价值": 40.7303,
+    "保证金": 5.0912875,
+    "杠杆": 8,
+    "入场价": 0.1261,
+    "出场价": null,
+    "盈亏": 0,
+    "盈亏比例": 0,
+    "状态": "持仓中",
+    "平仓类型": "-",
+    "开仓订单号": 13489798098,
+    "平仓订单号": "-",
+    "入场时间": 1770290743,
+    "平仓时间": null,
+    "入场原因": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+    "离场原因": null,
+    "持仓时长分钟": null,
+    "止损价": 0.13413571,
+    "止盈价": 0.10199286,
+    "第一目标止盈价": 0.12373562,
+    "第二目标止盈价": 0.10199286,
+    "ATR": 0.00535714,
+    "策略类型": null,
+    "入场思路": {
+      "atr": 0.005357142857142858,
+      "rsi": 31.699346405228823,
+      "reason": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+      "trend_4h": "neutral",
+      "direction": "SELL",
+      "market_regime": "trending",
+      "change_percent": -8.388,
+      "filters_passed": [
+        "only_trending",
+        "should_trade",
+        "volume_ok",
+        "signal_ok",
+        "rsi_change_ok"
+      ],
+      "macd_histogram": -0.0003908078850468526,
+      "signal_strength": 10,
+      "volume_confirmed": true
+    }
+  },
+  {
+    "交易ID": 2622,
+    "交易对": "XMRUSDT",
+    "方向": "SELL",
+    "数量": 0.112,
+    "名义价值": 39.57072,
+    "保证金": 4.94634,
+    "杠杆": 8,
+    "入场价": 353.31,
+    "出场价": null,
+    "盈亏": 0,
+    "盈亏比例": 0,
+    "状态": "持仓中",
+    "平仓类型": "-",
+    "开仓订单号": 14252832078,
+    "平仓订单号": "-",
+    "入场时间": 1770290657,
+    "平仓时间": null,
+    "入场原因": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+    "离场原因": null,
+    "持仓时长分钟": null,
+    "止损价": 376.33071429,
+    "止盈价": 284.24785714,
+    "第一目标止盈价": 346.6854375,
+    "第二目标止盈价": 284.24785714,
+    "ATR": 15.34714286,
+    "策略类型": null,
+    "入场思路": {
+      "atr": 15.347142857142858,
+      "rsi": 36.24184529356946,
+      "reason": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+      "trend_4h": "neutral",
+      "direction": "SELL",
+      "market_regime": "trending",
+      "change_percent": -9.08,
+      "filters_passed": [
+        "only_trending",
+        "should_trade",
+        "volume_ok",
+        "signal_ok",
+        "rsi_change_ok"
+      ],
+      "macd_histogram": -0.033878118904940635,
+      "signal_strength": 10,
+      "volume_confirmed": true
+    }
+  },
+  {
+    "交易ID": 2621,
+    "交易对": "ONDOUSDT",
+    "方向": "SELL",
+    "数量": 152.3,
+    "名义价值": 38.34914,
+    "保证金": 4.7936425,
+    "杠杆": 8,
+    "入场价": 0.2518,
+    "出场价": null,
+    "盈亏": 0,
+    "盈亏比例": 0,
+    "状态": "持仓中",
+    "平仓类型": "-",
+    "开仓订单号": 8764165435,
+    "平仓订单号": "-",
+    "入场时间": 1770290601,
+    "平仓时间": null,
+    "入场原因": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+    "离场原因": null,
+    "持仓时长分钟": null,
+    "止损价": 0.26885714,
+    "止盈价": 0.20062857,
+    "第一目标止盈价": 0.24707875,
+    "第二目标止盈价": 0.20062857,
+    "ATR": 0.01137143,
+    "策略类型": null,
+    "入场思路": {
+      "atr": 0.011371428571428572,
+      "rsi": 34.29895712630359,
+      "reason": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+      "trend_4h": "neutral",
+      "direction": "SELL",
+      "market_regime": "trending",
+      "change_percent": -9.684,
+      "filters_passed": [
+        "only_trending",
+        "should_trade",
+        "volume_ok",
+        "signal_ok",
+        "rsi_change_ok"
+      ],
+      "macd_histogram": -0.0014597834747162464,
+      "signal_strength": 10,
+      "volume_confirmed": true
+    }
+  },
+  {
+    "交易ID": 2620,
+    "交易对": "ONDOUSDT",
+    "方向": "SELL",
+    "数量": 152.3,
+    "名义价值": 38.34914,
+    "保证金": 4.7936425,
+    "杠杆": 8,
+    "入场价": 0.2518,
+    "出场价": null,
+    "盈亏": 0,
+    "盈亏比例": 0,
+    "状态": "持仓中",
+    "平仓类型": "-",
+    "开仓订单号": "-",
+    "平仓订单号": "-",
+    "入场时间": 1770290598,
+    "平仓时间": null,
+    "入场原因": "manual_entry",
+    "离场原因": null,
+    "持仓时长分钟": null,
+    "止损价": null,
+    "止盈价": null,
+    "第一目标止盈价": null,
+    "第二目标止盈价": null,
+    "ATR": null,
+    "策略类型": null
+  },
+  {
+    "交易ID": 2616,
+    "交易对": "ONDOUSDT",
+    "方向": "SELL",
+    "数量": 0.1,
+    "名义价值": 0.02599,
+    "保证金": 0.00324875,
+    "杠杆": 8,
+    "入场价": 0.2599,
+    "出场价": 0.2532,
+    "盈亏": 0.00067,
+    "盈亏比例": 20.623316660253945,
+    "状态": "已平仓",
+    "平仓类型": "自动平仓（止盈）",
+    "开仓订单号": "-",
+    "平仓订单号": 8764099461,
+    "入场时间": 1770290005,
+    "平仓时间": 1770290020,
+    "入场原因": "manual_entry",
+    "离场原因": "take_profit",
+    "持仓时长分钟": null,
+    "止损价": null,
+    "止盈价": null,
+    "第一目标止盈价": null,
+    "第二目标止盈价": null,
+    "ATR": null,
+    "策略类型": "trend_following"
+  },
+  {
+    "交易ID": 2614,
+    "交易对": "RENDERUSDT",
+    "方向": "SELL",
+    "数量": 28.6,
+    "名义价值": 41.1554,
+    "保证金": 5.144425,
+    "杠杆": 8,
+    "入场价": 1.439,
+    "出场价": 1.404,
+    "盈亏": 0.5005,
+    "盈亏比例": 9.728978457261986,
+    "状态": "已平仓",
+    "平仓类型": "自动平仓（止盈）",
+    "开仓订单号": 3401397230,
+    "平仓订单号": 3401468540,
+    "入场时间": 1770289644,
+    "平仓时间": 1770290872,
+    "入场原因": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+    "离场原因": "take_profit",
+    "持仓时长分钟": null,
+    "止损价": 1.52835714,
+    "止盈价": 1.17092857,
+    "第一目标止盈价": 1.41201875,
+    "第二目标止盈价": 1.17092857,
+    "ATR": 0.05957143,
+    "策略类型": "trend_following",
+    "入场思路": {
+      "atr": 0.059571428571428574,
+      "rsi": 32.63707571801564,
+      "reason": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+      "trend_4h": "neutral",
+      "direction": "SELL",
+      "market_regime": "trending",
+      "change_percent": -6.45,
+      "filters_passed": [
+        "only_trending",
+        "should_trade",
+        "volume_ok",
+        "signal_ok",
+        "rsi_change_ok"
+      ],
+      "macd_histogram": -0.005600675499594268,
+      "signal_strength": 10,
+      "volume_confirmed": true
+    }
+  },
+  {
+    "交易ID": 2613,
+    "交易对": "ZENUSDT",
+    "方向": "SELL",
+    "数量": 6.5,
+    "名义价值": 41.7105,
+    "保证金": 5.2138125,
+    "杠杆": 8,
+    "入场价": 6.417,
+    "出场价": null,
+    "盈亏": 0,
+    "盈亏比例": 0,
+    "状态": "持仓中",
+    "平仓类型": "-",
+    "开仓订单号": 8464033612,
+    "平仓订单号": "-",
+    "入场时间": 1770289586,
+    "平仓时间": null,
+    "入场原因": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+    "离场原因": null,
+    "持仓时长分钟": null,
+    "止损价": 6.81,
+    "止盈价": 5.238,
+    "第一目标止盈价": 6.29668125,
+    "第二目标止盈价": 5.238,
+    "ATR": 0.262,
+    "策略类型": null,
+    "入场思路": {
+      "atr": 0.2620000000000002,
+      "rsi": 32.25361819434873,
+      "reason": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+      "trend_4h": "neutral",
+      "direction": "SELL",
+      "market_regime": "trending",
+      "change_percent": -6.948,
+      "filters_passed": [
+        "only_trending",
+        "should_trade",
+        "volume_ok",
+        "signal_ok",
+        "rsi_change_ok"
+      ],
+      "macd_histogram": -0.0021758314664994116,
+      "signal_strength": 10,
+      "volume_confirmed": true
+    }
+  },
+  {
+    "交易ID": 2607,
+    "交易对": "ENAUSDT",
+    "方向": "SELL",
+    "数量": 326,
+    "名义价值": 42.4778,
+    "保证金": 5.309725,
+    "杠杆": 8,
+    "入场价": 0.1303,
+    "出场价": 0.1271,
+    "盈亏": 1.0432,
+    "盈亏比例": 19.646968534151952,
+    "状态": "已平仓",
+    "平仓类型": "自动平仓（止盈）",
+    "开仓订单号": 13489199230,
+    "平仓订单号": 13489665459,
+    "入场时间": 1770286808,
+    "平仓时间": 1770290003,
+    "入场原因": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+    "离场原因": "take_profit",
+    "持仓时长分钟": 53,
+    "止损价": 0.13786429,
+    "止盈价": 0.10760714,
+    "第一目标止盈价": 0.12785688,
+    "第二目标止盈价": 0.10760714,
+    "ATR": 0.00504286,
+    "策略类型": "trend_following",
+    "入场思路": {
+      "atr": 0.005042857142857142,
+      "rsi": 32.99319727891164,
+      "reason": "MACD死叉, EMA20下穿EMA50，下降趋势, 价格在EMA20之下",
+      "trend_4h": "neutral",
+      "direction": "SELL",
+      "market_regime": "trending",
+      "change_percent": -7.082,
+      "filters_passed": [
+        "only_trending",
+        "should_trade",
+        "volume_ok",
+        "signal_ok",
+        "rsi_change_ok"
+      ],
+      "macd_histogram": -0.0003142266884656481,
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+    }
+  }
+]
\ No newline at end of file