diff --git a/.claude/skills/parse-book/scripts/parse_ingest.py b/.claude/skills/parse-book/scripts/parse_ingest.py
index dc44147..ddb2935 100644
--- a/.claude/skills/parse-book/scripts/parse_ingest.py
+++ b/.claude/skills/parse-book/scripts/parse_ingest.py
@@ -230,7 +230,9 @@ def scaffold(work_id, chapter_order, file_):
         if not outline:
             raise click.ClickException("细纲为空")
         ratio = len(re.sub(r'\s', '', outline)) / max(1, len(re.sub(r'\s', '', src)))
-        if ratio > 0.08:  # 拍板值 3–5%，8% 为机械硬顶（防摘要化伪装结构化）
+        # 8% 防的是「摘要化伪装结构化」（长章复述）；≤60 字的细纲对任何章都是高度压缩、
+        # 不可能是复述，绝对豁免——否则极短章（感言/公告，实测 116 字）永远无法过闸
+        if ratio > 0.08 and len(re.sub(r'\s', '', outline)) > 60:  # 拍板值 3–5%，8% 为机械硬顶
             set_task(conn, work_id, ch_id, scaffold_status="failed",
                      error_message=f"细纲比例超标 {ratio:.1%}>8%")
             conn.commit()