fix: resolve Feishu cross-app notification routing bug

Implement per-app open_id storage via user_feishu_open_ids table with
union_id-based cross-app user identification. WS handlers now auto-capture
open_id+union_id and resolve/associate user accounts. Schedule notifications
route through the correct bot's open_id instead of always falling back to 苹果.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

backend/app/api/feishu_bind.py

@@ -89,9 +89,16 @@ async def bind_feishu(
     if not data.open_id or not data.open_id.strip():
         raise HTTPException(status_code=400, detail="open_id 不能为空")
 
-    current_user.feishu_open_id = data.open_id.strip()
+    open_id = data.open_id.strip()
+    current_user.feishu_open_id = open_id
     db.commit()
-    logger.info("飞书绑定成功: user=%s open_id=%s", current_user.id, data.open_id)
+    # 同步写入多应用 open_id 表（含 union_id 用于跨应用识别）
+    from app.services.feishu_open_id_service import save_open_id
+    from app.services.feishu_app_service import lookup_union_id_by_open_id
+    from app.core.config import settings
+    union_id = lookup_union_id_by_open_id(open_id)
+    save_open_id(db, app_id=settings.FEISHU_APP_ID or "", open_id=open_id, user_id=current_user.id, union_id=union_id)
+    logger.info("飞书绑定成功: user=%s open_id=%s union_id=%s", current_user.id, open_id, union_id)
     return {"message": "飞书账号绑定成功"}
 
 
@@ -132,7 +139,13 @@ async def lookup_and_bind(
 
     current_user.feishu_open_id = open_id
     db.commit()
-    logger.info("飞书自动绑定成功: user=%s email=%s open_id=%s", current_user.id, current_user.email, open_id)
+    # 同步写入多应用 open_id 表（含 union_id 用于跨应用识别）
+    from app.services.feishu_open_id_service import save_open_id
+    from app.services.feishu_app_service import lookup_union_id_by_open_id
+    from app.core.config import settings
+    union_id = lookup_union_id_by_open_id(open_id)
+    save_open_id(db, app_id=settings.FEISHU_APP_ID or "", open_id=open_id, user_id=current_user.id, union_id=union_id)
+    logger.info("飞书自动绑定成功: user=%s email=%s open_id=%s union_id=%s", current_user.id, current_user.email, open_id, union_id)
 
     # 发送测试消息
     from app.services.feishu_app_service import send_message_to_user
@@ -176,6 +189,12 @@ async def bind_pending(
     open_id = ids[-1]
     current_user.feishu_open_id = open_id
     db.commit()
+    # 同步写入多应用 open_id 表（含 union_id 用于跨应用识别）
+    from app.services.feishu_open_id_service import save_open_id
+    from app.services.feishu_app_service import lookup_union_id_by_open_id
+    from app.core.config import settings
+    union_id = lookup_union_id_by_open_id(open_id)
+    save_open_id(db, app_id=settings.FEISHU_APP_ID or "", open_id=open_id, user_id=current_user.id, union_id=union_id)
     clear_pending_open_ids()
 
     logger.info("飞书事件绑定成功: user=%s open_id=%s", current_user.id, open_id)

backend/app/models/__init__.py

@@ -18,5 +18,6 @@ from app.models.agent_learning_pattern import AgentLearningPattern
 from app.models.agent_schedule import AgentSchedule
 from app.models.knowledge_base import KnowledgeBase, Document, DocumentChunk
 from app.models.notification import Notification
+from app.models.user_feishu_open_id import UserFeishuOpenId
 
-__all__ = ["User", "Workflow", "WorkflowVersion", "Agent", "Execution", "ExecutionLog", "ModelConfig", "DataSource", "WorkflowTemplate", "TemplateRating", "TemplateFavorite", "NodeTemplate", "Role", "Permission", "WorkflowPermission", "AgentPermission", "AlertRule", "AlertLog", "PersistentUserMemory", "AgentLLMLog", "AgentVectorMemory", "AgentLearningPattern", "AgentSchedule", "KnowledgeBase", "Document", "DocumentChunk", "Notification"]
+__all__ = ["User", "Workflow", "WorkflowVersion", "Agent", "Execution", "ExecutionLog", "ModelConfig", "DataSource", "WorkflowTemplate", "TemplateRating", "TemplateFavorite", "NodeTemplate", "Role", "Permission", "WorkflowPermission", "AgentPermission", "AlertRule", "AlertLog", "PersistentUserMemory", "AgentLLMLog", "AgentVectorMemory", "AgentLearningPattern", "AgentSchedule", "KnowledgeBase", "Document", "DocumentChunk", "Notification", "UserFeishuOpenId"]

backend/app/models/user_feishu_open_id.py

@@ -0,0 +1,32 @@
+"""用户飞书多应用 open_id 映射表 — 每个飞书应用给同一用户分配不同的 open_id"""
+from __future__ import annotations
+
+from sqlalchemy import Column, String, DateTime, func, UniqueConstraint, Index
+from sqlalchemy.dialects.mysql import CHAR
+from app.core.database import Base
+import uuid
+
+
+class UserFeishuOpenId(Base):
+    """用户在各飞书应用下的 open_id 映射。
+
+    飞书的 open_id 按应用隔离：同一个用户在苹果/灵犀/橙子/苏瑶/甜甜
+    各自拥有不同的 open_id。union_id 在同一租户下跨应用相同，用于跨应用识别用户。
+    """
+    __tablename__ = "user_feishu_open_ids"
+
+    id = Column(CHAR(36), primary_key=True, default=lambda: str(uuid.uuid4()), comment="主键")
+    user_id = Column(CHAR(36), nullable=True, index=True, comment="平台用户 ID（首次捕获时可能为空）")
+    app_id = Column(String(64), nullable=False, index=True, comment="飞书应用 app_id")
+    open_id = Column(String(64), nullable=False, comment="该应用下的用户 open_id")
+    union_id = Column(String(64), nullable=True, index=True, comment="飞书 union_id，跨应用唯一，用于关联同一用户")
+    created_at = Column(DateTime, default=func.now(), comment="创建时间")
+    updated_at = Column(DateTime, default=func.now(), onupdate=func.now(), comment="更新时间")
+
+    __table_args__ = (
+        UniqueConstraint("app_id", "open_id", name="uq_app_open_id"),
+        Index("ix_user_app", "user_id", "app_id"),
+    )
+
+    def __repr__(self):
+        return f"<UserFeishuOpenId(user={self.user_id}, app={self.app_id})>"

backend/app/services/agent_schedule_service.py

@@ -13,7 +13,7 @@ from app.core.database import SessionLocal
 logger = logging.getLogger(__name__)
 
 
-def compute_next_run(cron_expression: str, after: Optional[datetime] = None, tz: str = "UTC") -> datetime:
+def compute_next_run(cron_expression: str, after: Optional[datetime] = None, tz: str = "Asia/Shanghai") -> datetime:
     """根据 cron 表达式计算下一次执行时间。
 
     Args:
@@ -65,11 +65,16 @@ def create_execution_for_schedule(db: Session, schedule) -> Optional[str]:
         logger.warning("定时任务 %s 关联的 Agent %s 不存在", schedule.id, schedule.agent_id)
         return None
 
-    # 创建执行记录（关联 schedule_id）
+    # 创建执行记录（关联 schedule_id），标记为定时任务提醒
     execution = Execution(
         agent_id=schedule.agent_id,
         schedule_id=schedule.id,
-        input_data={"message": schedule.input_message},
+        input_data={
+            "USER_INPUT": f"[定时任务提醒] {schedule.input_message}",
+            "query": f"[定时任务提醒] {schedule.input_message}",
+            "message": schedule.input_message,
+            "is_scheduled_reminder": True,
+        },
         status="pending",
     )
     db.add(execution)
@@ -83,14 +88,24 @@ def create_execution_for_schedule(db: Session, schedule) -> Optional[str]:
                 str(execution.id),
                 f"agent_{schedule.agent_id}",
                 agent.workflow_config,
-                {"message": schedule.input_message},
+                {
+                    "USER_INPUT": f"[定时任务提醒] {schedule.input_message}",
+                    "query": f"[定时任务提醒] {schedule.input_message}",
+                    "message": schedule.input_message,
+                    "is_scheduled_reminder": True,
+                },
             )
         else:
             # 无工作流配置：走简单 Agent 异步执行（传入已创建的 execution_id）
             from app.tasks.agent_tasks import execute_agent_task
             task = execute_agent_task.delay(
                 str(schedule.agent_id),
-                {"message": schedule.input_message},
+                {
+                    "USER_INPUT": f"[定时任务提醒] {schedule.input_message}",
+                    "query": f"[定时任务提醒] {schedule.input_message}",
+                    "message": schedule.input_message,
+                    "is_scheduled_reminder": True,
+                },
                 execution_id=str(execution.id),
             )
         execution.task_id = task.id
@@ -186,7 +201,21 @@ def notify_schedule_result(db: Session, execution, status: str, error_message: O
 
         if status == "completed":
             title = f"定时任务「{schedule.name}」执行成功"
-            content = f"Agent 已按计划执行完成。"
+            # 优先使用 Agent 执行结果，其次使用定时任务的提醒内容
+            result_text = ""
+            if execution.output_data:
+                if isinstance(execution.output_data, dict):
+                    result_text = (
+                        execution.output_data.get("result")
+                        or execution.output_data.get("output")
+                        or execution.output_data.get("text")
+                        or ""
+                    )
+                elif isinstance(execution.output_data, str):
+                    result_text = execution.output_data
+            if not result_text:
+                result_text = schedule.input_message or ""
+            content = result_text if result_text else "Agent 已按计划执行完成。"
         else:
             title = f"定时任务「{schedule.name}」执行失败"
             content = f"错误信息: {error_message or '未知错误'}"
@@ -225,13 +254,13 @@ def notify_schedule_result(db: Session, execution, status: str, error_message: O
             except Exception as e:
                 logger.warning("飞书 webhook 通知发送失败: %s", e)
 
-        # 如果用户绑定了飞书账号，通过飞书应用发送通知
+        # 如果用户绑定了飞书账号，通过对应的飞书应用发送通知
         try:
             from app.models.user import User
-            from app.services.feishu_app_service import send_message_to_user
+            from app.services.feishu_open_id_service import get_app_id_for_agent, get_open_id_for_app
 
             schedule_user = db.query(User).filter(User.id == schedule.user_id).first()
-            if schedule_user and schedule_user.feishu_open_id:
+            if schedule_user:
                 detail_link = None
                 try:
                     from app.core.config import settings
@@ -240,13 +269,46 @@ def notify_schedule_result(db: Session, execution, status: str, error_message: O
                 except Exception:
                     pass
 
-                send_message_to_user(
-                    open_id=schedule_user.feishu_open_id,
-                    title=title,
-                    content=content,
-                    status=status,
-                    detail_link=detail_link,
-                )
+                agent_id = str(execution.agent_id) if execution.agent_id else ""
+                app_id = get_app_id_for_agent(agent_id)
+                per_app_open_id = get_open_id_for_app(db, schedule.user_id, app_id) if app_id else None
+                send_ok = False
+
+                # 如果找到了该用户在此应用下的专属 open_id，直接用对应应用发送
+                if per_app_open_id and app_id:
+                    if app_id == (settings.LINGXI_APP_ID or ""):
+                        try:
+                            from app.services.lingxi_app_service import send_message_to_user as send_msg
+                            send_msg(open_id=per_app_open_id, title=title, content=content, status=status, detail_link=detail_link)
+                            send_ok = True
+                        except Exception:
+                            logger.info("灵犀发送失败，fallback 到主飞书应用")
+                    elif app_id == (settings.ORANGE_APP_ID or ""):
+                        try:
+                            from app.services.orange_app_service import send_message_to_user as send_msg
+                            send_msg(open_id=per_app_open_id, title=title, content=content, status=status, detail_link=detail_link)
+                            send_ok = True
+                        except Exception:
+                            logger.info("橙子发送失败，fallback 到主飞书应用")
+                    elif app_id == (settings.SUYAO_APP_ID or ""):
+                        try:
+                            from app.services.suyao_app_service import send_message_to_user as send_msg
+                            send_msg(open_id=per_app_open_id, title=title, content=content, status=status, detail_link=detail_link)
+                            send_ok = True
+                        except Exception:
+                            logger.info("苏瑶发送失败，fallback 到主飞书应用")
+                    elif app_id == (settings.TIANTIAN_APP_ID or ""):
+                        try:
+                            from app.services.tiantian_app_service import send_message_to_user as send_msg
+                            send_msg(open_id=per_app_open_id, title=title, content=content, status=status, detail_link=detail_link)
+                            send_ok = True
+                        except Exception:
+                            logger.info("甜甜发送失败，fallback 到主飞书应用")
+
+                # Fallback: 使用主飞书应用（苹果）的 open_id 发送
+                if not send_ok and schedule_user.feishu_open_id:
+                    from app.services.feishu_app_service import send_message_to_user as send_msg
+                    send_msg(open_id=schedule_user.feishu_open_id, title=title, content=content, status=status, detail_link=detail_link)
         except Exception as e:
             logger.warning("飞书应用通知发送失败: %s", e)
     except Exception as e:

backend/app/services/feishu_app_service.py

@@ -194,6 +194,44 @@ def lookup_user_by_email(email: str) -> Optional[str]:
         return None
 
 
+def lookup_union_id_by_open_id(open_id: str) -> Optional[str]:
+    """通过 open_id 查询飞书用户的 union_id（跨应用唯一标识）。
+
+    同一个用户的 union_id 在所有应用下相同，可用于跨应用关联。
+
+    Args:
+        open_id: 飞书用户的 open_id（必须在当前苹果应用下有权限访问）
+
+    Returns:
+        union_id 字符串，未找到返回 None
+    """
+    token = _get_tenant_access_token()
+    if not token:
+        return None
+
+    try:
+        with httpx.Client(timeout=10) as client:
+            resp = client.get(
+                f"https://open.feishu.cn/open-apis/contact/v3/users/{open_id}",
+                headers={"Authorization": f"Bearer {token}"},
+            )
+            result = resp.json()
+            if resp.is_success and result.get("code") == 0:
+                user_data = result.get("data", {}).get("user", {})
+                union_id = user_data.get("union_id")
+                if union_id:
+                    logger.info("飞书 union_id 查询成功: open_id=%s union_id=%s", open_id[:20], union_id)
+                    return union_id
+                logger.info("飞书用户未找到 union_id: open_id=%s", open_id[:20])
+                return None
+            else:
+                logger.warning("飞书 union_id 查询失败: code=%s msg=%s", result.get("code"), result.get("msg"))
+                return None
+    except Exception as e:
+        logger.warning("飞书 union_id 查询异常: %s", e)
+        return None
+
+
 def get_verification_token() -> str:
     """获取飞书应用的 Verification Token（用于验证事件回调）。"""
     return settings.FEISHU_VERIFICATION_TOKEN

backend/app/services/feishu_open_id_service.py

@@ -0,0 +1,211 @@
+"""飞书多应用 open_id 管理 — 存储/查询各应用下用户的 open_id，union_id 跨应用关联"""
+from __future__ import annotations
+
+import logging
+from typing import Optional, Tuple
+
+from sqlalchemy.orm import Session
+
+from app.core.config import settings
+
+logger = logging.getLogger(__name__)
+
+
+def get_app_id_for_agent(agent_id: str) -> str:
+    """根据 agent_id 返回对应的飞书应用 app_id。默认返回主飞书应用（苹果）。"""
+    if settings.LINGXI_AGENT_ID and agent_id == settings.LINGXI_AGENT_ID:
+        return settings.LINGXI_APP_ID or ""
+    if settings.ORANGE_AGENT_ID and agent_id == settings.ORANGE_AGENT_ID:
+        return settings.ORANGE_APP_ID or ""
+    if settings.SUYAO_AGENT_ID and agent_id == settings.SUYAO_AGENT_ID:
+        return settings.SUYAO_APP_ID or ""
+    if settings.TIANTIAN_AGENT_ID and agent_id == settings.TIANTIAN_AGENT_ID:
+        return settings.TIANTIAN_APP_ID or ""
+    return settings.FEISHU_APP_ID or ""
+
+
+def save_open_id(
+    db: Session,
+    app_id: str,
+    open_id: str,
+    union_id: Optional[str] = None,
+    user_id: Optional[str] = None,
+) -> None:
+    """保存或更新 (app_id, open_id) 记录。
+
+    如果已有同 app+open_id 的记录，更新 union_id 和 user_id；
+    否则新建记录。user_id 可以为空（首次捕获时可能未知）。
+    """
+    from app.models.user_feishu_open_id import UserFeishuOpenId
+
+    try:
+        existing = (
+            db.query(UserFeishuOpenId)
+            .filter(
+                UserFeishuOpenId.app_id == app_id,
+                UserFeishuOpenId.open_id == open_id,
+            )
+            .first()
+        )
+        if existing:
+            changed = False
+            if union_id and existing.union_id != union_id:
+                existing.union_id = union_id
+                changed = True
+            if user_id and existing.user_id != user_id:
+                existing.user_id = user_id
+                changed = True
+            if changed:
+                db.commit()
+        else:
+            record = UserFeishuOpenId(
+                user_id=user_id,
+                app_id=app_id,
+                open_id=open_id,
+                union_id=union_id,
+            )
+            db.add(record)
+            db.commit()
+    except Exception as e:
+        logger.warning("保存飞书 open_id 失败: %s", e)
+        db.rollback()
+
+
+def find_user_id_by_open_id(db: Session, app_id: str, open_id: str) -> Optional[str]:
+    """通过 (app_id, open_id) 查找已关联的 user_id。"""
+    from app.models.user_feishu_open_id import UserFeishuOpenId
+
+    try:
+        record = (
+            db.query(UserFeishuOpenId)
+            .filter(
+                UserFeishuOpenId.app_id == app_id,
+                UserFeishuOpenId.open_id == open_id,
+            )
+            .first()
+        )
+        return record.user_id if record else None
+    except Exception as e:
+        logger.warning("查询 user_id 失败: %s", e)
+        return None
+
+
+def find_user_id_by_union_id(db: Session, union_id: str) -> Optional[str]:
+    """通过 union_id 查找已关联的 user_id（跨应用识别）。"""
+    from app.models.user_feishu_open_id import UserFeishuOpenId
+
+    try:
+        record = (
+            db.query(UserFeishuOpenId)
+            .filter(
+                UserFeishuOpenId.union_id == union_id,
+                UserFeishuOpenId.user_id.isnot(None),
+            )
+            .first()
+        )
+        return record.user_id if record else None
+    except Exception as e:
+        logger.warning("通过 union_id 查询 user_id 失败: %s", e)
+        return None
+
+
+def get_open_id_for_app(db: Session, user_id: str, app_id: str) -> Optional[str]:
+    """查询用户在某飞书应用下的 open_id。"""
+    from app.models.user_feishu_open_id import UserFeishuOpenId
+
+    try:
+        record = (
+            db.query(UserFeishuOpenId)
+            .filter(
+                UserFeishuOpenId.user_id == user_id,
+                UserFeishuOpenId.app_id == app_id,
+            )
+            .first()
+        )
+        return record.open_id if record else None
+    except Exception as e:
+        logger.warning("查询飞书 open_id 失败: %s", e)
+        return None
+
+
+def link_open_id_to_user(
+    db: Session,
+    app_id: str,
+    open_id: str,
+    user_id: str,
+    union_id: Optional[str] = None,
+) -> None:
+    """将 (app_id, open_id) 关联到平台用户。已有记录则更新，否则创建。"""
+    save_open_id(db, app_id=app_id, open_id=open_id, union_id=union_id, user_id=user_id)
+
+
+def resolve_user_and_save(
+    db: Session,
+    app_id: str,
+    open_id: str,
+    union_id: Optional[str] = None,
+) -> Optional[str]:
+    """WS 消息处理入口：自动解析用户身份并保存 open_id。
+
+    查找策略（按优先级）：
+    1. 已有 (app_id, open_id) 记录中的 user_id
+    2. 通过 union_id 在 user_feishu_open_ids 中查找
+    3. 通过 open_id 匹配 User.feishu_open_id（苹果旧数据兼容）
+    4. 通过 union_id 匹配 User.feishu_union_id
+
+    找到用户后自动 link，否则只保存 (app_id, open_id, union_id)。
+
+    Returns:
+        找到的 user_id，未找到返回 None
+    """
+    from app.models.user import User
+
+    # 1. 已有记录
+    existing_user_id = find_user_id_by_open_id(db, app_id, open_id)
+    if existing_user_id:
+        # 补充 union_id
+        if union_id:
+            save_open_id(db, app_id=app_id, open_id=open_id, union_id=union_id, user_id=existing_user_id)
+        return existing_user_id
+
+    # 2. 通过 union_id 查找
+    if union_id:
+        user_id_by_union = find_user_id_by_union_id(db, union_id)
+        if user_id_by_union:
+            link_open_id_to_user(db, app_id=app_id, open_id=open_id, user_id=user_id_by_union, union_id=union_id)
+            return user_id_by_union
+
+    # 3. 兼容旧 User.feishu_open_id（苹果的 open_id）
+    user = db.query(User).filter(User.feishu_open_id == open_id).first()
+    if user:
+        link_open_id_to_user(db, app_id=app_id, open_id=open_id, user_id=user.id, union_id=union_id)
+        return user.id
+
+    # 4. 有 union_id 但前面都没匹配到：尝试通过飞书 API 查找苹果 open_id 的 union_id
+    if union_id:
+        from app.services.feishu_app_service import lookup_union_id_by_open_id
+
+        users_with_apple = db.query(User).filter(User.feishu_open_id.isnot(None)).all()
+        for u in users_with_apple:
+            apple_union_id = lookup_union_id_by_open_id(u.feishu_open_id)
+            if apple_union_id and apple_union_id == union_id:
+                # 回填苹果记录的 union_id
+                from app.models.user_feishu_open_id import UserFeishuOpenId
+                apple_record = (
+                    db.query(UserFeishuOpenId)
+                    .filter(
+                        UserFeishuOpenId.user_id == u.id,
+                        UserFeishuOpenId.app_id == (settings.FEISHU_APP_ID or ""),
+                    )
+                    .first()
+                )
+                if apple_record:
+                    apple_record.union_id = union_id
+                    db.commit()
+                # 关联当前记录
+                link_open_id_to_user(db, app_id=app_id, open_id=open_id, user_id=u.id, union_id=union_id)
+                return u.id
+
+    # 5. 未找到，只保存记录（user_id 为空）
+    save_open_id(db, app_id=app_id, open_id=open_id, union_id=union_id)
+    return None

backend/app/services/feishu_ws_handler.py

@@ -70,6 +70,21 @@ def _get_sender_open_id(data) -> Optional[str]:
         return None
 
 
+def _get_sender_union_id(data) -> Optional[str]:
+    """从 Feishu 消息事件中提取发送者 union_id（跨应用唯一）。"""
+    try:
+        ev = data.event
+        sender = getattr(ev, "sender", None)
+        if not sender:
+            return None
+        sender_id = getattr(sender, "sender_id", None)
+        if not sender_id:
+            return None
+        return getattr(sender_id, "union_id", None)
+    except Exception:
+        return None
+
+
 def _get_chat_type(data) -> str:
     """获取聊天类型。"""
     try:
@@ -103,6 +118,7 @@ def _reply_card(open_id: str, title: str, content: str, status: str = "info"):
 async def _handle_message_async(data):
     """异步处理飞书消息。"""
     open_id = _get_sender_open_id(data)
+    union_id = _get_sender_union_id(data)
     chat_type = _get_chat_type(data)
     text = _get_message_text(data)
 
@@ -128,11 +144,21 @@ async def _handle_message_async(data):
     from app.core.database import SessionLocal
     from app.models.user import User
     from app.models.agent import Agent
+    from app.services.feishu_open_id_service import resolve_user_and_save
 
     db: Optional[Session] = None
     try:
         db = SessionLocal()
+
+        # 自动保存/关联此应用的 open_id（跨应用识别）
+        resolved_uid = resolve_user_and_save(
+            db, app_id=settings.FEISHU_APP_ID or "",
+            open_id=open_id, union_id=union_id,
+        )
+
         user = db.query(User).filter(User.feishu_open_id == open_id).first()
+        if not user and resolved_uid:
+            user = db.query(User).filter(User.id == resolved_uid).first()
         if not user:
             _reply_to_feishu(open_id, "你的账号未绑定平台用户，请先在平台绑定飞书。")
             return

backend/app/services/lingxi_ws_handler.py

@@ -58,6 +58,20 @@ def _get_sender_open_id(data) -> Optional[str]:
         return None
 
 
+def _get_sender_union_id(data) -> Optional[str]:
+    try:
+        ev = data.event
+        sender = getattr(ev, "sender", None)
+        if not sender:
+            return None
+        sender_id = getattr(sender, "sender_id", None)
+        if not sender_id:
+            return None
+        return getattr(sender_id, "union_id", None)
+    except Exception:
+        return None
+
+
 def _get_chat_type(data) -> str:
     try:
         ev = data.event
@@ -110,6 +124,7 @@ def _make_llm_logger(db, agent_id: Optional[str] = None, user_id: Optional[str]
 
 async def _handle_message_async(data):
     open_id = _get_sender_open_id(data)
+    union_id = _get_sender_union_id(data)
     chat_type = _get_chat_type(data)
     text = _get_message_text(data)
 
@@ -124,11 +139,18 @@ async def _handle_message_async(data):
     from sqlalchemy.orm import Session
     from app.core.database import SessionLocal
     from app.models.agent import Agent
+    from app.services.feishu_open_id_service import resolve_user_and_save
 
     db: Optional[Session] = None
     try:
         db = SessionLocal()
 
+        # 自动保存/关联此应用的 open_id（跨应用识别）
+        resolved_uid = resolve_user_and_save(
+            db, app_id=settings.LINGXI_APP_ID or "",
+            open_id=open_id, union_id=union_id,
+        )
+
         agent_id = settings.LINGXI_AGENT_ID
         if not agent_id:
             _reply_to_feishu(open_id, "灵犀尚未配置，请联系管理员。")
@@ -183,7 +205,7 @@ async def _handle_message_async(data):
                 vector_memory_enabled=bool(cfg.get("memory_vector_enabled", True)),
                 learning_enabled=bool(cfg.get("memory_learning", True)),
             ),
-            user_id=None,
+            user_id=resolved_uid,
             memory_scope_id=str(agent.id),
         )
 

backend/app/services/orange_ws_handler.py

@@ -66,6 +66,21 @@ def _get_sender_open_id(data) -> Optional[str]:
         return None
 
 
+def _get_sender_union_id(data) -> Optional[str]:
+    """从消息事件中提取发送者 union_id（跨应用唯一）。"""
+    try:
+        ev = data.event
+        sender = getattr(ev, "sender", None)
+        if not sender:
+            return None
+        sender_id = getattr(sender, "sender_id", None)
+        if not sender_id:
+            return None
+        return getattr(sender_id, "union_id", None)
+    except Exception:
+        return None
+
+
 def _get_chat_type(data) -> str:
     """获取聊天类型。"""
     try:
@@ -125,6 +140,7 @@ def _make_llm_logger(db, agent_id: Optional[str] = None, user_id: Optional[str]
 async def _handle_message_async(data):
     """异步处理橙子消息 — 固定使用橙子助手 Agent。"""
     open_id = _get_sender_open_id(data)
+    union_id = _get_sender_union_id(data)
     chat_type = _get_chat_type(data)
     text = _get_message_text(data)
 
@@ -139,11 +155,18 @@ async def _handle_message_async(data):
     from sqlalchemy.orm import Session
     from app.core.database import SessionLocal
     from app.models.agent import Agent
+    from app.services.feishu_open_id_service import resolve_user_and_save
 
     db: Optional[Session] = None
     try:
         db = SessionLocal()
 
+        # 自动保存/关联此应用的 open_id（跨应用识别）
+        resolved_uid = resolve_user_and_save(
+            db, app_id=settings.ORANGE_APP_ID or "",
+            open_id=open_id, union_id=union_id,
+        )
+
         # 固定使用橙子助手 Agent
         agent_id = settings.ORANGE_AGENT_ID
         if not agent_id:
@@ -199,7 +222,7 @@ async def _handle_message_async(data):
                 vector_memory_enabled=bool(cfg.get("memory_vector_enabled", True)),
                 learning_enabled=bool(cfg.get("memory_learning", True)),
             ),
-            user_id=None,
+            user_id=resolved_uid,
             memory_scope_id=str(agent.id),
         )
 

backend/app/services/suyao_ws_handler.py

@@ -66,6 +66,21 @@ def _get_sender_open_id(data) -> Optional[str]:
         return None
 
 
+def _get_sender_union_id(data) -> Optional[str]:
+    """从消息事件中提取发送者 union_id（跨应用唯一）。"""
+    try:
+        ev = data.event
+        sender = getattr(ev, "sender", None)
+        if not sender:
+            return None
+        sender_id = getattr(sender, "sender_id", None)
+        if not sender_id:
+            return None
+        return getattr(sender_id, "union_id", None)
+    except Exception:
+        return None
+
+
 def _get_chat_type(data) -> str:
     """获取聊天类型。"""
     try:
@@ -125,6 +140,7 @@ def _make_llm_logger(db, agent_id: Optional[str] = None, user_id: Optional[str]
 async def _handle_message_async(data):
     """异步处理苏瑶消息 — 固定使用苏瑶 Agent。"""
     open_id = _get_sender_open_id(data)
+    union_id = _get_sender_union_id(data)
     chat_type = _get_chat_type(data)
     text = _get_message_text(data)
 
@@ -139,11 +155,18 @@ async def _handle_message_async(data):
     from sqlalchemy.orm import Session
     from app.core.database import SessionLocal
     from app.models.agent import Agent
+    from app.services.feishu_open_id_service import resolve_user_and_save
 
     db: Optional[Session] = None
     try:
         db = SessionLocal()
 
+        # 自动保存/关联此应用的 open_id（跨应用识别）
+        resolved_uid = resolve_user_and_save(
+            db, app_id=settings.SUYAO_APP_ID or "",
+            open_id=open_id, union_id=union_id,
+        )
+
         # 固定使用苏瑶 Agent
         agent_id = settings.SUYAO_AGENT_ID
         if not agent_id:
@@ -199,7 +222,7 @@ async def _handle_message_async(data):
                 vector_memory_enabled=bool(cfg.get("memory_vector_enabled", True)),
                 learning_enabled=bool(cfg.get("memory_learning", True)),
             ),
-            user_id=None,
+            user_id=resolved_uid,
             memory_scope_id=str(agent.id),
         )
 

backend/app/services/tiantian_ws_handler.py

@@ -58,6 +58,20 @@ def _get_sender_open_id(data) -> Optional[str]:
         return None
 
 
+def _get_sender_union_id(data) -> Optional[str]:
+    try:
+        ev = data.event
+        sender = getattr(ev, "sender", None)
+        if not sender:
+            return None
+        sender_id = getattr(sender, "sender_id", None)
+        if not sender_id:
+            return None
+        return getattr(sender_id, "union_id", None)
+    except Exception:
+        return None
+
+
 def _get_chat_type(data) -> str:
     try:
         ev = data.event
@@ -110,6 +124,7 @@ def _make_llm_logger(db, agent_id: Optional[str] = None, user_id: Optional[str]
 
 async def _handle_message_async(data):
     open_id = _get_sender_open_id(data)
+    union_id = _get_sender_union_id(data)
     chat_type = _get_chat_type(data)
     text = _get_message_text(data)
 
@@ -124,11 +139,18 @@ async def _handle_message_async(data):
     from sqlalchemy.orm import Session
     from app.core.database import SessionLocal
     from app.models.agent import Agent
+    from app.services.feishu_open_id_service import resolve_user_and_save
 
     db: Optional[Session] = None
     try:
         db = SessionLocal()
 
+        # 自动保存/关联此应用的 open_id（跨应用识别）
+        resolved_uid = resolve_user_and_save(
+            db, app_id=settings.TIANTIAN_APP_ID or "",
+            open_id=open_id, union_id=union_id,
+        )
+
         agent_id = settings.TIANTIAN_AGENT_ID
         if not agent_id:
             _reply_to_feishu(open_id, "甜甜尚未配置，请联系管理员。")
@@ -181,7 +203,7 @@ async def _handle_message_async(data):
                 vector_memory_enabled=bool(cfg.get("memory_vector_enabled", True)),
                 learning_enabled=bool(cfg.get("memory_learning", True)),
             ),
-            user_id=None,
+            user_id=resolved_uid,
             memory_scope_id=str(agent.id),
         )