diff --git a/deploy/profile-scripts/mofin_db.py b/deploy/profile-scripts/mofin_db.py
index 7e417e70..ca45480f 100644
--- a/deploy/profile-scripts/mofin_db.py
+++ b/deploy/profile-scripts/mofin_db.py
@@ -1998,11 +1998,36 @@ def snapshot_strategy_history(conn, code: str, source_trigger: str = "write_hold
 
 def write_holding_strategy(conn, code: str, name: str, data: dict,
                            source_trigger: str = "write_holding_strategy") -> tuple[bool, str]:
-    """写入持仓策略（替代 decisions.json 单条写入）。data 必须包含 currency。"""
+    """写入持仓策略（替代 decisions.json 单条写入）。data 必须包含 currency。
+    
+    2026-08-19 老莫 A+D 修复（快照瘦身）：
+    - 覆写前对比新旧内容，有变化才快照（减少 66% 垃圾快照）
+    - 对比关键字段：entry_low/entry_high/stop_loss/take_profit/timing_signal/rr_ratio
+    - 无变化 → 跳过快照；有变化 → snapshot_strategy_history
+    """
     try:
-        # ── 覆写前快照旧行 ──
-        snapshot_strategy_history(conn, code, source_trigger)
-
+        # ── 变化检测：对比新旧关键字段，有变化才快照 ──
+        _old_row = conn.execute(
+            "SELECT entry_low, entry_high, stop_loss, take_profit, timing_signal, rr_ratio "
+            "FROM holding_strategies WHERE code=? AND status='active'",
+            (code,)
+        ).fetchone()
+        _should_snapshot = False
+        if _old_row:
+            # 对比关键字段是否变化
+            _fields = ['entry_low', 'entry_high', 'stop_loss', 'take_profit', 'timing_signal', 'rr_ratio']
+            for i, f in enumerate(_fields):
+                old_v = _old_row[i] or 0
+                new_v = data.get(f, old_v)  # 没传则用旧值（不算变化）
+                if str(old_v) != str(new_v):
+                    _should_snapshot = True
+                    break
+        else:
+            _should_snapshot = True  # 无旧值（新建）→ 快照
+        if _should_snapshot:
+            snapshot_strategy_history(conn, code, source_trigger)
+        else:
+            print(f"  [SNAPSHOT] {code} 参数无变化，跳过快照", flush=True)
 
         currency = data.get('currency', 'CNY')
         # Serialize JSON fields