diff --git a/freqtrade/templates/freqaiprimer.py b/freqtrade/templates/freqaiprimer.py
index 95d88292..103860fd 100644
--- a/freqtrade/templates/freqaiprimer.py
+++ b/freqtrade/templates/freqaiprimer.py
@@ -808,19 +808,14 @@ class FreqaiPrimer(IStrategy):
                                 logger.info(f"[{pair}] ML 审核官允许入场: entry_signal 概率 {entry_prob:.2f} >= 阈值 {entry_threshold:.2f}")
                 except Exception as e:
                     logger.warning(f"[{pair}] ML 审核官检查失败，忽略 ML 过滤: {e}")
-            
-            # 如果允许交易，更新最后一次入场时间并输出价格信息
-            if allow_trade:
-                self._last_entry_time[pair] = current_time
-                # 计算实际入场价格下调比例（1.67%）
-                # rate 是当前市场价格，enter_price = rate * 0.9833
-                price_discount_percent = 1.67
-                adjusted_entry_price = rate * 0.9833
-                logger.info(f"[{pair}] 允许入场 - 市场价: {rate:.8f}, 调整后入场价: {adjusted_entry_price:.8f}, 下调: {price_discount_percent}%")
-                
-        # 如果没有阻止因素，允许交易
         return allow_trade
-    
+
+    def custom_entry_price(self, pair: str, trade: Trade | None, current_time: datetime, proposed_rate: float,
+                           entry_tag: str | None, side: str, **kwargs) -> float:
+        adjusted_rate = proposed_rate * (1 - 0.002)
+        logger.info(f"[{pair}] 自定义买入价：{adjusted_rate:.6f}（原价：{proposed_rate:.6f}）")
+        return adjusted_rate 
+
     def confirm_trade_exit(
         self,
         pair: str,