merge: 并入同事的场外申购/推广/行情/NL2SQL 线（11 提交、334 文件）

冲突仅 3 个文件，全部取并集（双方都没有需要丢弃的改动）：
- app/main.py：import 双方路由（我方 knowledge_management + 同事的 offsite_fund/
  promotion_material）；include_router 段本已自动合并
- app/service/agent/bootstrap.py：import 与工具注册均取并集
  （query_customer_profile + query_financial_data 都注册）
- tests/integration/test_config_release_mysql.py：outbox 清理同时保留
  架构师的 event_type 限定（防误删其它域 outbox 行）与同事新增的 peer_release_id

同事这轮带入：11 个 alembic 迁移（建 offsite_* / promotion_* 等表）、
场外申购与推广素材 Agent、financial NL2SQL 工具。
注意：本库尚无 offsite_*/promotion_* 表，跑相关测试前需要执行 alembic upgrade。

边界核对：同事的场外代码未写入场内交易表（fin_sim_order/fin_capital_flow/fin_cash_ledger），
符合 AGENTS.md 规则 8。

app/worker/runtime.py

@@ -44,7 +44,7 @@ from app.worker.episode_worker import (
 )
 from app.worker.knowledge_vector_worker import build_knowledge_handlers
 from app.worker.memory_extraction_worker import MemoryExtractionWorker
-from app.worker.outbox_worker import OutboxWorker
+from app.worker.outbox_worker import OutboxHandlerError, OutboxWorker
 
 logger = logging.getLogger(__name__)
 
@@ -147,11 +147,11 @@ class WorkerRuntime:
             async def dispatch(payload: dict[str, Any]) -> None:
                 run = await AgentRunRepository(session).get(str(payload["run_id"]))
                 if run is None:
-                    raise ValueError("run not found")
+                    raise OutboxHandlerError("run not found")
 
             async def dispatch_memory_extraction(payload: dict[str, Any]) -> None:
                 if "message_id" not in payload or "customer_id" not in payload:
-                    raise ValueError("memory extraction payload is incomplete")
+                    raise OutboxHandlerError("memory extraction payload is incomplete")
                 # 幂等键只认事件 id，由 worker 自己按 payload 回查，避免调用方漏传。
                 # 注入召回缓存适配器：写入生效后立即失效该客户的热缓存。
                 await MemoryExtractionWorker(
@@ -163,7 +163,7 @@ class WorkerRuntime:
                 # "运行已完成"的对外通知职责。当前没有独立外部消费者，
                 # 这里显式消费以免事件永久滞留；接入推送链路时在此处扩展。
                 if not str(payload.get("run_id", "")):
-                    raise ValueError("agent.run_completed payload is incomplete")
+                    raise OutboxHandlerError("agent.run_completed payload is incomplete")
 
             async def dispatch_cache_invalidate(payload: dict[str, Any]) -> None:
                 await self._invalidate_config_cache(payload)
@@ -177,7 +177,7 @@ class WorkerRuntime:
                 """
                 customer_id = payload.get("customer_id")
                 if not customer_id:
-                    raise ValueError("profile.rebuild_requested payload is incomplete")
+                    raise OutboxHandlerError("profile.rebuild_requested payload is incomplete")
                 # 延迟导入：bootstrap 会间接导入本模块，模块级导入会形成循环依赖
                 from app.service.profile_assembly_service import ProfileAssemblyService
                 from app.service.profile_graph_projection_service import (
@@ -209,7 +209,7 @@ class WorkerRuntime:
                     raise ValueError("memory.deletion_requested payload is incomplete")
                 mode = str(payload.get("mode", "invalidate"))
                 if mode not in {"invalidate", "delete"}:
-                    raise ValueError("memory.deletion_requested mode is invalid")
+                    raise OutboxHandlerError("memory.deletion_requested mode is invalid")
                 await MemoryLifecycleService(session).run(
                     int(customer_id),
                     mode=cast("Mode", mode),