diff --git a/data/watchlist.json.bak2 b/data/watchlist.json.bak2
index 7bf7eb9..48ab320 100644
--- a/data/watchlist.json.bak2
+++ b/data/watchlist.json.bak2
@@ -28,36 +28,6 @@
         "take_profit_zone": "0~49.62"
       }
     },
-    {
-      "code": "01888",
-      "name": "建滔积层板",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
-    {
-      "code": "01088",
-      "name": "中国神华",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
-    {
-      "code": "01211",
-      "name": "比亚迪股份",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
     {
       "code": "002594",
       "name": "比亚迪",
@@ -254,16 +224,6 @@
         "take_profit_zone": "0~2.13"
       }
     },
-    {
-      "code": "06869",
-      "name": "长飞光纤",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
     {
       "code": "02318",
       "name": "中国平安",
@@ -292,26 +252,6 @@
         "take_profit_zone": "0~59.32"
       }
     },
-    {
-      "code": "688639",
-      "name": "华恒生物",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
-    {
-      "code": "300548",
-      "name": "博创科技",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
     {
       "code": "300124",
       "name": "汇川技术",
@@ -396,46 +336,6 @@
         "take_profit_zone": "0~94.69"
       }
     },
-    {
-      "code": "00700",
-      "name": "腾讯控股",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
-    {
-      "code": "02202",
-      "name": "万科企业",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
-    {
-      "code": "688981",
-      "name": "中芯国际",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
-    {
-      "code": "01478",
-      "name": "丘钛科技",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
     {
       "code": "001309",
       "name": "德明利",
@@ -492,26 +392,6 @@
         "take_profit_zone": "0~180.44"
       }
     },
-    {
-      "code": "688411",
-      "name": "海博思创",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
-    {
-      "code": "000700",
-      "name": "模塑科技",
-      "added_at": "2026-06-21 02:51:30",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
     {
       "code": "000711",
       "name": "ST京蓝",
@@ -596,16 +476,6 @@
         "take_profit_zone": "0~113.41"
       }
     },
-    {
-      "code": "300308",
-      "name": "中际旭创",
-      "added_at": "2026-06-22 09:22:26",
-      "stop_loss": null,
-      "take_profit": null,
-      "entry_low": null,
-      "entry_high": null,
-      "action": null
-    },
     {
       "code": "600519",
       "name": "贵州茅台",
diff --git a/scripts/clean_watchlist.py b/scripts/clean_watchlist.py
index 818a239..f6cda1c 100644
--- a/scripts/clean_watchlist.py
+++ b/scripts/clean_watchlist.py
@@ -54,4 +54,47 @@ if dec_changed:
 else:
     print(f"\ndecisions.json: 无需更新")
 
+# ── 反过程：清仓股自动加回自选 ──
+# 找出曾持仓但现已不在 portfolio 的股票
+prev_held = {}  # code → last_execution info
+for d in dec.get("decisions", []):
+    code = d.get("code", "")
+    exec_info = d.get("execution", {})
+    if exec_info and exec_info.get("status") in ("executing", "partial_exit"):
+        # 当前仍持仓但不在 portfolio？说明 portfolio 数据落后，跳过
+        pass
+    elif exec_info and exec_info.get("status") in ("sold", "closed") and code not in holding_codes:
+        prev_held[code] = {
+            "name": d.get("name", code),
+            "entry_low": d.get("entry_low", 0),
+            "entry_high": d.get("entry_high", 0),
+        }
+
+if prev_held:
+    wl_stock_codes = set(s.get("code", "") for s in new_stocks)
+    added = 0
+    for code, info in sorted(prev_held.items()):
+        if code not in wl_stock_codes and code not in holding_codes:
+            # 确保买入区有值
+            entry_low = info.get("entry_low", 0) or 0
+            entry_high = info.get("entry_high", 0) or 0
+            new_stocks.append({
+                "code": code,
+                "name": info["name"],
+                "entry_low": entry_low,
+                "entry_high": entry_high,
+                "stop_loss": 0,
+                "tag": "recovered_from_sold",
+            })
+            added += 1
+            print(f"  ← 已清仓→加回自选: {code} {info['name']}")
+    if added:
+        wl["stocks"] = new_stocks
+        json.dump(wl, open(WL, "w"), indent=2, ensure_ascii=False)
+        print(f"\n反过程: {added} 只清仓股已加回自选")
+    else:
+        print("\n反过程: 无清仓股需加回")
+else:
+    print("\n反过程: 无已清仓记录")
+
 print("\nDONE")