diff --git a/pipeline_bidding/bid_flow.py b/pipeline_bidding/bid_flow.py
index 2e991f6..2a49ba7 100644
--- a/pipeline_bidding/bid_flow.py
+++ b/pipeline_bidding/bid_flow.py
@@ -1119,7 +1119,9 @@ async def reconcile_project(sor, project_id, project_name=""):
             continue
         _titles = ("章节反复不达标需人工介入：%s %s" % (c.get("chapter_no"), c.get("title")),
                    "章节实体材料缺口（信息流）：%s %s" % (c.get("chapter_no"), c.get("title")))
-        _in = ",".join("'${t%d}$'" % i for i in range(len(_titles)))
+        # ⚠ sqlor 的 ${key}$ 替换自带引号——动态 IN 列表占位符必须裸写，
+        #   手工包单引号会变成 ''value'' 1064（2026-09-16 实测触雷）
+        _in = ",".join("${t%d}$" % i for i in range(len(_titles)))
         _p = {"pid": project_id}
         for i, t in enumerate(_titles):
             _p["t%d" % i] = t[:480]