diff --git a/src/gyxx_flow/modules/content_marketing/data/tools/sync_notes_master.py b/src/gyxx_flow/modules/content_marketing/data/tools/sync_notes_master.py
index 0da03a3..ceac953 100644
--- a/src/gyxx_flow/modules/content_marketing/data/tools/sync_notes_master.py
+++ b/src/gyxx_flow/modules/content_marketing/data/tools/sync_notes_master.py
@@ -219,6 +219,36 @@ def parse_wan_count(text: str) -> int | None:
     return None
 
 
+# 抖音"复制分享文案"格式：标题 + 话题链接段 [话题](url)（个别登记写成了 {url} 花括号包裹），
+# 或裸 URL。登记人常把整段分享文案粘进「发布笔记标题」列，入库前剥掉链接只留标题文本。
+_TITLE_LINK_RE = re.compile(
+    r"\[[^\]]*\]\([^)]*\)"          # [text](url) 圆括号链接
+    r"|\[[^\]]*\]\{[^}]*\}"         # [text]{url} 花括号链接
+    r"|\{https?://[^}]*\}"          # {url} 裸花括号链接
+    r"|https?://[^\s）)\]]+"        # 裸 URL
+)
+
+
+def clean_note_title(raw: str) -> str:
+    """剥掉标题里混入的话题链接段与裸 URL，只留标题文本。
+
+    兜底顺序：剥链接后非空 → 用它；整段都是链接（标题只剩话题/搜索词）→
+    取方括号内的文本去重拼接；再不行 → 保留原文，避免落空。
+    """
+    text = raw or ""
+    cleaned = _TITLE_LINK_RE.sub("", text)
+    cleaned = cleaned.replace("%20", " ")  # 链接段之间残留的 URL 编码空格
+    cleaned = re.sub(r"\s{2,}", " ", cleaned).strip()
+    if cleaned:
+        return cleaned
+    inner = [t.strip() for t in re.findall(r"\[([^\]]*)\]", text)]
+    seen: list[str] = []
+    for item in inner:
+        if item and item not in seen:
+            seen.append(item)
+    return " ".join(seen) if seen else text.strip()
+
+
 def normalize_publish_time(cell: Any) -> str | None:
     text = cell_text(cell)
     if not text:
@@ -340,7 +370,7 @@ def parse_records(
                 record_id=record_id,
                 platform=resolve_platform(value(record, "platform"), url),
                 creator_name=creator_name,
-                title=cell_text(value(record, "note_title"))[:512],
+                title=clean_note_title(cell_text(value(record, "note_title")))[:512],
                 publish_time=normalize_publish_time(value(record, "publish_time")),
                 url=url,
                 creator_attrs=creator_attrs,