落地私聊空运询价与TMS报价回填，按后台模板出单。

查到价后把币种、单位、数量、单价、备注写入报价单，避免销售只看到光秃秃的金额。

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

inquiry-agent/agent/handlers/continue_thread.py

@@ -1,24 +1,62 @@
 """
-意图：继续本单 / Graph resume（骨架）。
+意图：继续历史工单。
 
-正式：校验 thread_id + waitVersion 后 Worker 槽 resume；禁止在 HTTP 回调线程 invoke。
+本文件职责：把 DeepSeek A 认出的续办意图交给流程，按工单号回到当时停点。
+工单号优先用路由结论；模型漏填时再从原话机读 WO 号（不在这里判断意图）。
+禁止：在本文件抽询价字段；禁止回调线程跑完整 LLM；禁止直连 TMS。
 """
 
 from __future__ import annotations
 
 import logging
 
+from agent.channel.queue import get_message_store
 from agent.channel.wecom.models import InboundMessage
+from agent.policy import inquiry_copy as copy
+from agent.policy.air_text_flow import get_air_text_flow
 
 logger = logging.getLogger(__name__)
 
 
-def handle_continue_thread(message: InboundMessage, *, thread_id: str = "") -> None:
-    """骨架：仅记日志。"""
+def handle_continue_thread(
+    message: InboundMessage,
+    *,
+    thread_id: str = "",
+    flow=None,
+    store=None,
+) -> str:
+    """
+    续办一张历史工单：回到该单当时节点的卡片/话术。
+
+    thread_id：RouteDecision 里的工单号。副作用：outbox 回复；读主账。
+    """
     if not message.has_sender():
-        return
-    logger.info(
-        "handler.continue_thread stub sender=%s thread_id=%s",
-        message.sender_id,
-        thread_id or "-",
+        logger.warning("continue_thread 拒绝：无 sender_id")
+        return "reject_no_sender"
+    msg_store = store or get_message_store()
+    engine = flow or get_air_text_flow()
+    replies: list[str] = []
+
+    def reply(text: str, extra: dict | None = None) -> None:
+        replies.append(text)
+        ok, info = msg_store.enqueue_outbound(
+            touser=message.sender_id,
+            content=text,
+            dedupe_key=f"cont:{message.message_id}:{len(replies)}",
+            payload=dict(extra or {}),
+        )
+        logger.info("continue_thread 出站 ok=%s info=%s", ok, info)
+
+    wo = (thread_id or "").strip() or copy.extract_work_order_no(message.content or "")
+    phase = engine.resume_historical(
+        sender_id=message.sender_id,
+        work_order_no=wo,
+        reply=reply,
     )
+    logger.info(
+        "continue_thread phase=%s sender=%s wo=%s",
+        phase,
+        message.sender_id,
+        wo or "-",
+    )
+    return phase