空运「货交」只记提货地址，不再当成起运地。舱位旧说法「释放」先问航线是否取消，陆运通关口岸示例改为友谊关。

Co-authored-by: Cursor <cursoragent@cursor.com>

inquiry-agent/agent/handlers/air_group_collab.py

@@ -53,6 +53,8 @@ from agent.routing.air_group_intent import (
     INTENT_PICK_OPTION,
     INTENT_QUOTE,
     INTENT_RELEASE,
+    INTENT_RELEASE_ASK,
+    cabin_confirm_answer,
     classify_air_group_text,
 )
 
@@ -167,6 +169,9 @@ def handle_air_group(
         return "duplicate_inbound"
     mark_air_text(chat_id=chat_id, sender_id=message.sender_id, text=text)
     wo = copy.extract_work_order_no(text)
+    answered = _answer_pending_cabin_cancel(engine, message, text)
+    if answered:
+        return answered
     # 句中有多段工单号，或本群已经激活过多段单：跟这张单，不必每句再带工单号。
     followed = _follow_activated_multi(
         engine,
@@ -200,7 +205,7 @@ def handle_air_group(
         intent,
         wo or "-",
     )
-    if intent in {INTENT_LOCK, INTENT_RELEASE}:
+    if intent in {INTENT_LOCK, INTENT_RELEASE, INTENT_RELEASE_ASK}:
         return _handle_cabin(
             engine,
             message,
@@ -309,6 +314,92 @@ def _should_speak_activate(intent: str) -> bool:
     return intent in {INTENT_ACTIVATE, INTENT_OTHER}
 
 
+def _answer_pending_cabin_cancel(engine, message: InboundMessage, text: str) -> str:
+    """
+    上一句已经问过是否取消舱位。
+
+    航线回是/需要/确认/取消舱位才执行。回否/不用/不需要就停。
+    销售回这些词不算。说了别的业务就清掉询问，按那句话继续办。
+    没有待确认时返回空串。
+    """
+    from agent.policy.air_group_ops import is_airline
+    from agent.redis_coord.pending_cabin_cancel import (
+        clear_pending_cabin_cancel,
+        load_pending_cabin_cancel,
+    )
+
+    chat_id = (message.chat_id or "").strip()
+    pending_wo = load_pending_cabin_cancel(chat_id)
+    if not pending_wo:
+        return ""
+    kind = cabin_confirm_answer(text)
+    if not kind:
+        clear_pending_cabin_cancel(chat_id)
+        logger.info("cabin.ask dropped chat=%s wo=%s", chat_id, pending_wo)
+        return ""
+    if not is_airline(engine, message.sender_id):
+        send_group_text(group_client_of(engine), chat_id, copy.air_airline_only_cabin())
+        return "not_airline"
+    clear_pending_cabin_cancel(chat_id)
+    if kind == "no":
+        send_group_text(group_client_of(engine), chat_id, copy.air_release_ask_dropped())
+        return "release_ask_dropped"
+    ticket, phase = resolve_cabin_ticket(
+        flow=engine,
+        chat_id=chat_id,
+        work_order_no=pending_wo,
+        allow_terminal=True,
+    )
+    if ticket is None:
+        return phase
+    return apply_air_release(
+        flow=engine,
+        ticket=ticket,
+        sender_id=message.sender_id,
+        chat_id=chat_id,
+        instruction=text,
+    )
+
+
+def _ask_cabin_cancel(
+    engine,
+    message: InboundMessage,
+    *,
+    work_order_no: str,
+) -> str:
+    """航线说了释放舱位：只提问，不打 TMS。"""
+    from agent.policy.air_group_ops import is_airline
+    from agent.redis_coord.pending_cabin_cancel import save_pending_cabin_cancel
+
+    chat_id = message.chat_id
+    if not is_airline(engine, message.sender_id):
+        send_group_text(group_client_of(engine), chat_id, copy.air_airline_only_cabin())
+        return "not_airline"
+    no = (work_order_no or "").strip()
+    if not no:
+        bound = current_ticket(engine, chat_id)
+        if bound is not None and is_air_ticket(bound):
+            from agent.policy.sea_group_ops import ticket_no
+
+            no = ticket_no(bound)
+    if not no:
+        send_group_text(group_client_of(engine), chat_id, copy.air_lock_need_work_order())
+        return "cabin_need_work_order"
+    ticket, phase = resolve_cabin_ticket(
+        flow=engine,
+        chat_id=chat_id,
+        work_order_no=no,
+        allow_terminal=True,
+    )
+    if ticket is None:
+        return phase
+    from agent.policy.sea_group_ops import ticket_no
+
+    save_pending_cabin_cancel(chat_id, ticket_no(ticket))
+    send_group_text(group_client_of(engine), chat_id, copy.air_release_ask())
+    return "release_ask"
+
+
 def _handle_cabin(
     engine,
     message: InboundMessage,
@@ -319,6 +410,12 @@ def _handle_cabin(
 ) -> str:
     _ = injected_quote
     chat_id = message.chat_id
+    if intent == INTENT_RELEASE_ASK:
+        return _ask_cabin_cancel(
+            engine,
+            message,
+            work_order_no=work_order_no,
+        )
     if not work_order_no:
         # 本群已经在锁这张单时，补舱位不用再报工单号。
         bound = current_ticket(engine, chat_id)

inquiry-agent/agent/llm/extract_text.py

@@ -371,6 +371,68 @@ def _tighten_sheet_labels(text: str) -> str:
     return body
 
 
+# 「货交上海」是提货地址，不是起运地。地址/地、到/于只是口语粘连，不进地址正文。
+_RE_CARGO_HANDOVER = re.compile(
+    r"货交\s*(?:地址|地)?\s*[:：]?\s*(?:到|于|至|往)?\s*([^\n,，。；;]{1,60})"
+)
+# 同一行跟在地址后面的询价口头禅或下一栏字段，不是地址的一部分。
+_RE_HANDOVER_TAIL = re.compile(
+    r"(?:\s+|，|,)?(?:看看价格|看一下价格|看价格|询价|报价|多少钱|多少|"
+    r"目的地|目的港|起运地|起运港|品名|件数|毛重|体积|包装|空运|海运|陆运).*$"
+)
+# 另有起运说法时保留起运地。先抠掉「货交…」，避免「货交到上海」被当成「到上海」。
+_RE_EXPLICIT_ORIGIN = re.compile(
+    r"起运地|起运港|"
+    r"[A-Za-z]{3}\s*[-–—/／]\s*[A-Za-z]{3}|"
+    r"[A-Za-z]{3}\s*(?:到|至)\s*[A-Za-z]{3}|"
+    r"从\s*\S{1,16}\s*(?:飞|到|至)|"
+    r"[\u4e00-\u9fff]{2,12}\s*飞|"
+    r"[\u4e00-\u9fff]{2,12}\s*到\s*[\u4e00-\u9fffA-Za-z]{2,12}"
+)
+
+
+def _handover_place(raw: str) -> str:
+    """货交后面的地名。去掉口头禅和首尾标点，空的不当地址。"""
+    place = _RE_HANDOVER_TAIL.sub("", (raw or "").strip())
+    return place.strip(" ：:，,。;；")
+
+
+def _has_explicit_origin(text: str) -> bool:
+    """原话里另写了起运地、三字码航线或「从哪飞/到」。货交那一段先拿掉。"""
+    stripped = _RE_CARGO_HANDOVER.sub(" ", text or "")
+    return _RE_EXPLICIT_ORIGIN.search(stripped) is not None
+
+
+def apply_cargo_handover_synonym(
+    text: str,
+    facts: dict[str, str] | None,
+    *,
+    business_line: str = "",
+) -> dict[str, str]:
+    """
+    货交 = 提货地址。例：货交上海 → 提货地址上海。
+
+    只认原话里的「货交」，不把裸城市猜成港口。
+    空运且没有另写起运地时，清掉被误收成起运地的同一处地名，否则 TMS 会按错误起运查价。
+    海运/陆运只补提货地址，不动起运港。副作用：无。
+    """
+    merged = dict(facts or {})
+    places: list[str] = []
+    for hit in _RE_CARGO_HANDOVER.finditer(text or ""):
+        place = _handover_place(hit.group(1))
+        if place and place not in places:
+            places.append(place)
+    if not places:
+        return merged
+    merged["提货地址"] = "、".join(places)
+    is_air = (business_line or "").strip().upper() == "AIR" or "空运" in (text or "")
+    if is_air and not _has_explicit_origin(text):
+        merged.pop("起运港", None)
+        merged.pop("起运地", None)
+        merged.pop("originCode", None)
+    return merged
+
+
 def _drop_fee_place_values(facts: dict[str, str]) -> dict[str, str]:
     """起运地/目的地收成「操作费、文件费」时丢掉。那是费用栏，不是港口。"""
     out = dict(facts or {})
@@ -407,6 +469,7 @@ def extract_inquiry_snapshot(
         facts = harvest_oral_measures(text, normalize_facts(dict(injected_facts)))
         facts = _merge_spoken_collab(text, facts)
         facts = _merge_optional_inquiry_labels(text, facts)
+        facts = apply_cargo_handover_synonym(text, facts, business_line=mode)
         for key in ("货好时间", "提货地址", "收货地址", "货源地", "贸易条款"):
             if str(facts.get(key) or "").strip():
                 facts[key] = clip_inquiry_value(str(facts[key]))
@@ -453,6 +516,7 @@ def extract_inquiry_snapshot(
     facts = harvest_oral_measures(text, normalize_facts(facts))
     facts = _merge_spoken_collab(text, facts)
     facts = _merge_optional_inquiry_labels(text, facts)
+    facts = apply_cargo_handover_synonym(text, facts, business_line=mode)
     for key in ("货好时间", "提货地址", "收货地址", "货源地", "贸易条款"):
         if str(facts.get(key) or "").strip():
             facts[key] = clip_inquiry_value(str(facts[key]))

inquiry-agent/agent/llm/mode_extract_fields.py

@@ -35,6 +35,7 @@ _FIELD_KEYS = (
     "车型数量",
     "通关口岸",
     "贸易条款",
+    "提货地址",
 )
 
 
@@ -134,6 +135,8 @@ def build_extract_messages(text: str) -> list[dict[str, str]]:
                 "陆运「通关口岸：皇岗」「通关口岸皇岗」「过皇岗」有说就写入通关口岸，没说留空，禁止编造口岸。"
                 "原话单独出现 DAP、DDP、CIF、CIP、FOB、EXW 时写入贸易条款；没出现留空，禁止编造。"
                 "「从南京飞吉隆坡」起运港=南京、目的港=吉隆坡；「北京飞吉隆坡」起运港=北京。"
+                "「货交上海」「货交：上海」「货交到上海」是提货地址=上海，不是起运港。"
+                "没有另写起运地、三字码航线或「从哪飞/到」时，起运港必须空串。"
                 "原话是机场三字码或航线就原样记，禁止翻译成城市名："
                 "SZX-CGK / SZX/CGK / SZX到CGK → 起运港=SZX、目的港=CGK，不要写成深圳、雅加达。"
                 "换城市必须覆盖旧值，不要沿用上一句的港口。"

inquiry-agent/agent/policy/air_group_ops.py

@@ -1068,7 +1068,7 @@ def apply_air_release(
         send_group_text(
             group_client_of(flow),
             chat_id,
-            copy.air_release_fail(work_order_no=no, operator=name, reason="主账未开放释放"),
+            copy.air_release_fail(work_order_no=no, operator=name, reason="主账未开放取消舱位"),
         )
         return "release_unavailable"
     from agent.policy.system_exception import (
@@ -1104,7 +1104,7 @@ def apply_air_release(
             event=SystemExceptionEvent(
                 exception_type=TYPE_TMS,
                 step=STEP_TMS_RELEASE,
-                reason="空运释放舱位接口调用失败",
+                reason="空运取消舱位接口调用失败",
                 service="空运舱位",
                 error_code=why or "RELEASE_FAIL",
                 work_order_no=no,

inquiry-agent/agent/policy/inquiry_copy.py

@@ -39,6 +39,24 @@ def _r(code: str, default: str, **kwargs: Any) -> str:
     return render(code, default, **kwargs)
 
 
+def _cabin_copy(code: str, default: str, **kwargs: Any) -> str:
+    """
+    舱位话术。库里旧句仍写「释放」时，新发出的改用当前默认句。
+
+    先把填进去的原因、工单号抠掉再看骨架，避免 TMS 原文里的「释放」把新句子打回去。
+    已经发出的历史消息不在这里改。
+    """
+    text = _r(code, default, **kwargs)
+    skeleton = text
+    for value in kwargs.values():
+        token = str(value or "")
+        if token:
+            skeleton = skeleton.replace(token, "")
+    if "释放" in skeleton:
+        return default
+    return text
+
+
 # 空运补问：必填 7 项 + 非必填。报价日期默认当天，不进待补充。
 _AIR_EXAMPLES = {
     "起运港": "南京",
@@ -314,7 +332,7 @@ _LAND_EXAMPLES = {
     "体积": "100CBM",
     "毛重": "50kg",
     "车型/数量": "9米6/1",
-    "通关口岸": "皇岗",
+    "通关口岸": "友谊关",
     "运输类型": "国内运输拼车",
     "线路类别": "国内长途/零担",
     "运输分类": "急件",
@@ -2879,9 +2897,9 @@ def air_need_work_order() -> str:
 
 def air_lock_need_work_order() -> str:
     """锁舱/释放必须自带工单号。后台 inquiring.air_lock_need_wo。"""
-    return _r(
+    return _cabin_copy(
         "inquiring.air_lock_need_wo",
-        "锁舱或释放舱位请带上工单号，例如 WO202609160001锁舱。",
+        "锁舱或取消舱位请带上工单号，例如 WO202609160001取消舱位。",
     )
 
 
@@ -3041,9 +3059,9 @@ def air_airline_only_quote() -> str:
 
 def air_airline_only_cabin() -> str:
     """只有航线能锁舱或释放。后台 inquiring.air_airline_only_cabin。"""
-    return _r(
+    return _cabin_copy(
         "inquiring.air_airline_only_cabin",
-        "只有岗位为「航线·空运」的人能锁舱或释放舱位。",
+        "只有岗位为「航线·空运」的人能锁舱或取消舱位。",
     )
 
 
@@ -3264,13 +3282,13 @@ def air_release_ok(
 ) -> str:
     """空运释放成功。后台 inquiring.air_release_ok。"""
     default = (
-        f"工单{work_order_no} 已通知TMS执行空运释放舱位成功\n"
+        f"工单{work_order_no} 已通知TMS执行空运取消舱位成功\n"
         f"操作人：{operator}\n"
         f"舱位选项：{option_no}\n"
         f"执行编号：{exec_no}\n"
         f"报价编号：{quote_no}"
     )
-    return _r(
+    return _cabin_copy(
         "inquiring.air_release_ok",
         default,
         ticket_no=work_order_no,
@@ -3285,12 +3303,12 @@ def air_release_fail(*, work_order_no: str, operator: str, reason: str) -> str:
     """空运释放失败。后台 inquiring.air_release_fail。"""
     why = (reason or "").strip() or "TMS未返回原因"
     default = (
-        f"工单{work_order_no} 空运释放舱位失败。\n"
+        f"工单{work_order_no} 空运取消舱位失败。\n"
         f"操作人：{operator}\n"
-        f"释放舱位失败的原因：{why}\n"
+        f"取消舱位失败的原因：{why}\n"
         "已通知IT运维排查，请稍等。"
     )
-    return _r(
+    return _cabin_copy(
         "inquiring.air_release_fail",
         default,
         ticket_no=work_order_no,
@@ -3302,9 +3320,9 @@ def air_release_fail(*, work_order_no: str, operator: str, reason: str) -> str:
 def air_release_deal_blocked(work_order_no: str) -> str:
     """已成交不能释放舱位。后台 inquiring.air_release_deal_blocked。"""
     no = (work_order_no or "").strip()
-    return _r(
+    return _cabin_copy(
         "inquiring.air_release_deal_blocked",
-        f"释放舱位失败，工单{no}已成交。",
+        f"取消舱位失败，工单{no}已成交。",
         ticket_no=no,
     )
 
@@ -3312,9 +3330,9 @@ def air_release_deal_blocked(work_order_no: str) -> str:
 def air_release_need_lock(work_order_no: str) -> str:
     """没有有效锁舱不能释放。后台 inquiring.air_release_need_lock。"""
     no = (work_order_no or "").strip()
-    return _r(
+    return _cabin_copy(
         "inquiring.air_release_need_lock",
-        f"工单{no}还没有有效锁舱，不能释放。",
+        f"工单{no}还没有有效锁舱，不能取消舱位。",
         ticket_no=no,
     )
 
@@ -3342,9 +3360,19 @@ SYS_EXC_RECOVERY_GROUP = "建群已恢复正常，感谢您的耐心等待。"
 IMPACT_LLM_NO_TICKET = "尚未建单，不落后台工单"
 IMPACT_LLM = "当前识别暂停，已有字段与工单状态保持不变"
 IMPACT_TMS_QUOTE = "当前询价流程暂停，识别字段与原业务节点保持不变"
-IMPACT_TMS_CABIN = "当前锁舱/释放暂停，工单状态保持不变"
+IMPACT_TMS_CABIN = "当前锁舱/取消舱位暂停，工单状态保持不变"
 IMPACT_TMS_LOCK = "锁舱失败，工单状态保持不变"
-IMPACT_TMS_RELEASE = "释放舱位失败，工单状态保持不变"
+IMPACT_TMS_RELEASE = "取消舱位失败，工单状态保持不变"
+
+
+def air_release_ask() -> str:
+    """航线说了和舱位有关的「释放」时先问，不直接取消。"""
+    return "是否需要取消舱位？"
+
+
+def air_release_ask_dropped() -> str:
+    """航线否认这次取消。不打 TMS。"""
+    return "已取消这次操作"
 IMPACT_GROUP = "当前建群/加人暂停，已建群不新建第二个群"
 
 

inquiry-agent/agent/policy/multi_group_ops.py

@@ -289,6 +289,15 @@ def _cabin(flow: Any, ticket: object, chat_id: str, sender_id: str, text: str, i
         operator_name,
     )
 
+    if intent == "ask":
+        if not is_airline(flow, sender_id):
+            send_group_text(group_client_of(flow), chat_id, copy.air_airline_only_cabin())
+            return "not_airline"
+        from agent.redis_coord.pending_cabin_cancel import save_pending_cabin_cancel
+
+        save_pending_cabin_cancel(chat_id, ticket_no(ticket))
+        send_group_text(group_client_of(flow), chat_id, copy.air_release_ask())
+        return "release_ask"
     if intent == "release":
         return apply_air_release(
             flow=flow,
@@ -314,10 +323,15 @@ def _cabin(flow: Any, ticket: object, chat_id: str, sender_id: str, text: str, i
 
 
 def _cabin_intent(text: str) -> str:
-    raw = text or ""
-    if "释放" in raw and "舱" in raw:
+    """取消舱位马上办；和舱位有关的「释放」只提问。"""
+    from agent.routing.air_group_intent import cabin_release_kind
+
+    kind = cabin_release_kind(text or "")
+    if kind == "direct":
         return "release"
-    if "锁舱" in raw:
+    if kind == "ask":
+        return "ask"
+    if "锁舱" in (text or ""):
         return "lock"
     return ""
 

inquiry-agent/agent/policy/system_exception.py

@@ -888,7 +888,7 @@ def _resume_cabin_step(
             is_ok=lambda x: bool((x or {}).get("ok")),
         )
         service = "空运舱位"
-        reason = "空运释放舱位接口调用失败"
+        reason = "空运取消舱位接口调用失败"
     else:
         # 与首次群锁舱对齐：重试必须带 operatorName / airline，否则 MANUAL 出站缺姓名。
         locker = getattr(ledger, "lock_cabin", None)

inquiry-agent/agent/redis_coord/keys.py

@@ -57,6 +57,8 @@ QUOTE_FILE_READY = "quote_file_ready"
 PENDING_PRODUCT_QUOTE = "pending_product_quote"
 # 陆运核对卡已出、等确定查价：短协调，不当六态、不当工单号
 PENDING_LAND_CONFIRM = "pending_land_confirm"
+# 空运群问过「是否需要取消舱位」：短协调，不当六态
+PENDING_CABIN_CANCEL = "pending_cabin_cancel"
 # 空运/海运/陆运当前书签：HTTP 与 Worker 共用，不当六态
 FLOW_BOOKMARK = "flow_bookmark"
 # 私聊图片波次：HTTP 与 Worker 必须共用，不当六态

inquiry-agent/agent/redis_coord/pending_cabin_cancel.py

@@ -0,0 +1,72 @@
+"""
+空运群取消舱位待确认。
+
+航线说出和舱位有关的「释放」后先问一句，确认前不打 TMS。
+短协调，不当六态、不当 checkpoint。按群记下工单号，双进程仍能读到。
+两小时没人接话就过期，避免过后回一个「是」误取消。
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+
+from agent.redis_coord.keys import PENDING_CABIN_CANCEL
+from agent.redis_coord.runtime import get_redis_runtime
+
+logger = logging.getLogger(__name__)
+
+# 问句只在这一阵有效。过期后「是」不再取消舱位。
+_TTL_SECONDS = 2 * 60 * 60
+
+
+def save_pending_cabin_cancel(chat_id: str, work_order_no: str) -> None:
+    """记下本群正在等航线确认取消哪张单。"""
+    room = (chat_id or "").strip()
+    no = (work_order_no or "").strip()
+    if not room or not no:
+        return
+    payload = {"work_order_no": no}
+    try:
+        client = get_redis_runtime().client
+        client.raw.set(
+            client.key(PENDING_CABIN_CANCEL, room),
+            json.dumps(payload, ensure_ascii=False),
+            ex=_TTL_SECONDS,
+        )
+        logger.info("cabin.ask saved chat=%s wo=%s", room, no)
+    except Exception:
+        logger.exception("写取消舱位待确认失败 chat=%s", room)
+
+
+def load_pending_cabin_cancel(chat_id: str) -> str:
+    """本群正在等确认的工单号。没有则空串。"""
+    room = (chat_id or "").strip()
+    if not room:
+        return ""
+    try:
+        client = get_redis_runtime().client
+        raw = client.raw.get(client.key(PENDING_CABIN_CANCEL, room))
+        if not raw:
+            return ""
+        if isinstance(raw, bytes):
+            raw = raw.decode("utf-8")
+        data = json.loads(raw)
+        if not isinstance(data, dict):
+            return ""
+        return str(data.get("work_order_no") or "").strip()
+    except Exception:
+        logger.exception("读取消舱位待确认失败 chat=%s", room)
+        return ""
+
+
+def clear_pending_cabin_cancel(chat_id: str) -> None:
+    """确认、否认或改口办别的事时清掉。"""
+    room = (chat_id or "").strip()
+    if not room:
+        return
+    try:
+        client = get_redis_runtime().client
+        client.raw.delete(client.key(PENDING_CABIN_CANCEL, room))
+    except Exception:
+        logger.exception("清取消舱位待确认失败 chat=%s", room)

inquiry-agent/agent/routing/air_group_intent.py

@@ -35,12 +35,15 @@ logger = logging.getLogger(__name__)
 INTENT_ACTIVATE = "air_activate"
 INTENT_LOCK = "air_lock"
 INTENT_RELEASE = "air_release"
+# 说出和舱位有关的「释放」：先问是否取消，不直接执行。
+INTENT_RELEASE_ASK = "air_release_ask"
 INTENT_PICK_OPTION = "air_pick_option"
 
 _VALID = {
     INTENT_ACTIVATE,
     INTENT_LOCK,
     INTENT_RELEASE,
+    INTENT_RELEASE_ASK,
     INTENT_PICK_OPTION,
     INTENT_FIELDS,
     INTENT_QUOTE,
@@ -56,7 +59,10 @@ _VALID = {
 
 # 相近说法回退，不是唯一口令。
 _LOCK_HINTS = ("锁舱", "锁仓", "锁定舱位", "锁住舱位", "帮我锁舱")
-_RELEASE_HINTS = ("释放舱位", "放舱", "解锁舱", "取消锁舱", "释放舱")
+# 这四句马上取消舱位。「释放舱位」不在这里。
+_RELEASE_DIRECT = ("取消舱位", "放舱", "解锁舱", "取消锁舱")
+_CONFIRM_YES = ("是", "需要", "确认")
+_CONFIRM_NO = ("不需要", "不用", "否")
 
 
 def is_missed_air_bot_at(text: str, *, room_already_air: bool = False) -> bool:
@@ -154,10 +160,53 @@ def classify_air_group_text(
     return INTENT_OTHER
 
 
+def _compact_cabin_text(text: str) -> str:
+    """去掉空白，方便认「取消舱位」「释放舱位」。"""
+    return (text or "").replace(" ", "").replace("　", "")
+
+
+def cabin_release_kind(text: str) -> str:
+    """
+    舱位取消怎么认。
+
+    direct：马上执行。ask：先问「是否需要取消舱位」。
+    跟舱位有关的「释放」只问不办。没说舱位的「释放」不当取消。
+    """
+    blob = _compact_cabin_text(text)
+    # 「释放舱位」里含着「放舱」，必须先认释放，避免被放舱直接取消。
+    if "释放" in blob and "舱" in blob:
+        return "ask"
+    if any(hint in blob for hint in _RELEASE_DIRECT):
+        return "direct"
+    return ""
+
+
+def cabin_confirm_answer(text: str) -> str:
+    """
+    问过之后这一句是确认、否认，还是别的业务。
+
+    只认整句（可带工单号和 @）。「不需要」不能被看成「需要」。
+    返回 yes / no / 空串。空串表示询问作废，调用方按原句继续办。
+    """
+    raw = text or ""
+    no = copy.extract_work_order_no(raw)
+    rest = raw.replace(no, "").replace(no.lower(), "")
+    rest = rest.replace("@询价小助手", "").replace("询价小助手", "")
+    rest = "".join(ch for ch in rest if ch.isalnum() or "\u4e00" <= ch <= "\u9fff")
+    if rest in _CONFIRM_NO:
+        return "no"
+    if rest in _CONFIRM_YES or rest == "取消舱位":
+        return "yes"
+    return ""
+
+
 def _hint_lock_or_release(text: str) -> str:
-    blob = (text or "").replace(" ", "").replace("　", "")
-    if any(x in blob for x in _RELEASE_HINTS):
+    kind = cabin_release_kind(text)
+    if kind == "direct":
         return INTENT_RELEASE
+    if kind == "ask":
+        return INTENT_RELEASE_ASK
+    blob = _compact_cabin_text(text)
     if any(x in blob for x in _LOCK_HINTS):
         return INTENT_LOCK
     return ""
@@ -191,7 +240,8 @@ def _classify_with_model(text: str, settings) -> str:
     client = LlmHttpClient.from_settings(settings)
     system = (
         "你是空运协同群意图分类。只回复一个英文词，不要解释。"
-        "air_lock=航线要锁舱；air_release=航线要释放舱位；"
+        "air_lock=航线要锁舱；air_release=航线要取消舱位（取消舱位、放舱、解锁舱、取消锁舱）；"
+        "说出释放舱位、释放舱、把舱位释放了时不要回 air_release；"
         "air_activate=只是指定/切换工单号；"
         "air_pick_option=在补充或选择舱位编号、航司、航班号，写法不限；"
         "collab_fields=在补是否含电/是否含磁；"