diff --git a/.claude/skills/parse-book/scripts/parse_ingest.py b/.claude/skills/parse-book/scripts/parse_ingest.py
index 0e4c046..1c695da 100644
--- a/.claude/skills/parse-book/scripts/parse_ingest.py
+++ b/.claude/skills/parse-book/scripts/parse_ingest.py
@@ -31,9 +31,10 @@ DSN = ("postgresql://root:f6710e2d0294eb1c10e26a805a64bc54@100.64.0.8:5433/muse-
 TENANT, ACTOR = 1, "1"
 PATTERN_TYPES = {"craft", "combat", "emotion", "scene_pattern", "trope"}  # 拍板①：首轮只拆五型
 NGRAM = 15  # 脱敏红线：≥15 连续字与原文重合=违规（parse-book skill）
-# 版权 IP 与系统专名词表（复抽实证：机战无限为高达系同人，IP 背景词不在实体名池）
+# 版权 IP 与系统专名词表（复抽实证：机战无限为高达系同人，IP 背景词不在实体名池）。
+# 注意"浮游炮"不入表——已泛化为中文机甲文通用武器品类词（同"光剑"），入表实测误伤 3 卡
 IP_LEAK_WORDS = ("GN粒子", "太阳炉", "扎古", "高达", "夏亚", "阿姆罗", "米诺夫斯基",
-                 "浮游炮", "脑量子波", "GN-Bit", "影印人", "殖装", "战功点", "宇宙世纪")
+                 "脑量子波", "GN-Bit", "影印人", "殖装", "战功点", "宇宙世纪")
 EMBED_MODEL = "Qwen/Qwen3-Embedding-8B"
 SIM_MERGE = 0.85   # 嵌入判重：≥该值触发 M3 归并判定（阈值未校准，实战收集中）
 SIM_MARK = 0.75    # [MARK, MERGE) 区间只标记不判定（校准带宽，审核环可见）