chore: 整理项目配置与代码优化

1.  统一前端环境变量命名，新增通用项目标题配置
2.  修复后端接口参数绑定方式，将Depends改为Query适配FastAPI解析
3.  优化表格列排序、搜索过滤功能与页面布局样式
4.  重构路由与状态管理代码，移除循环依赖
5.  更新依赖版本与脚本命令，修复构建警告
6.  调整多语言文案与快捷入口配置
7.  修复通知中心样式与接口返回格式

backend/app/api/v1/module_task/cronjob/job/controller.py

@@ -1,6 +1,6 @@
 from typing import Annotated
 
-from fastapi import APIRouter, Body, Depends, Path, Security
+from fastapi import APIRouter, Body, Depends, Path, Query, Security
 from fastapi.responses import JSONResponse
 from sqlalchemy.ext.asyncio import AsyncSession
 
@@ -109,7 +109,7 @@ async def remove_job_controller(
 async def get_job_log_list_controller(
     auth: Annotated[AuthSchema, Security(AuthPermission(["module_task:cronjob:job:query"]))],
     page: Annotated[PaginationQueryParam, Depends()],
-    search: Annotated[JobQueryParam, Depends()],
+    search: Annotated[JobQueryParam, Query()],
     db: Annotated[AsyncSession, Depends(db_getter)],
 ) -> JSONResponse:
     result_dict = await JobService(auth, db).get_job_log_page(

backend/app/api/v1/module_task/cronjob/node/controller.py

@@ -1,6 +1,6 @@
 from typing import Annotated
 
-from fastapi import APIRouter, Body, Depends, Path, Security, status
+from fastapi import APIRouter, Body, Depends, Path, Query, Security, status
 from fastapi.responses import JSONResponse
 from sqlalchemy.ext.asyncio import AsyncSession
 
@@ -40,7 +40,7 @@ async def get_obj_detail_controller(
 async def get_obj_list_controller(
     auth: Annotated[AuthSchema, Security(AuthPermission(["module_task:cronjob:node:query"]))],
     page: Annotated[PaginationQueryParam, Depends()],
-    search: Annotated[NodeQueryParam, Depends()],
+    search: Annotated[NodeQueryParam, Query()],
     db: Annotated[AsyncSession, Depends(db_getter)],
 ) -> JSONResponse:
     service = NodeService(auth, db)

backend/app/api/v1/module_task/workflow/flows/controller.py

@@ -1,6 +1,6 @@
 from typing import Annotated
 
-from fastapi import APIRouter, Body, Depends, Path, Security, status
+from fastapi import APIRouter, Body, Depends, Path, Query, Security, status
 from fastapi.responses import JSONResponse
 from sqlalchemy.ext.asyncio import AsyncSession
 
@@ -30,7 +30,7 @@ async def get_workflow_list_controller(
     auth: Annotated[AuthSchema, Security(AuthPermission(["module_task:workflow:flow:query"]))],
     db: Annotated[AsyncSession, Depends(db_getter)],
     page: Annotated[PaginationQueryParam, Depends()],
-    search: Annotated[WorkflowQueryParam, Depends()],
+    search: Annotated[WorkflowQueryParam, Query()],
 ) -> JSONResponse:
     result_dict = await WorkflowService(auth, db).get_workflow_page(
         page_no=page.page_no,

backend/app/api/v1/module_task/workflow/node_type/controller.py

@@ -1,6 +1,6 @@
 from typing import Annotated
 
-from fastapi import APIRouter, Body, Depends, Path, Security, status
+from fastapi import APIRouter, Body, Depends, Path, Query, Security, status
 from fastapi.responses import JSONResponse
 from sqlalchemy.ext.asyncio import AsyncSession
 
@@ -41,7 +41,7 @@ async def get_workflow_node_type_list_controller(
     auth: Annotated[AuthSchema, Security(AuthPermission(["module_task:workflow:nodes:query"]))],
     db: Annotated[AsyncSession, Depends(db_getter)],
     page: Annotated[PaginationQueryParam, Depends()],
-    search: Annotated[WorkflowNodeTypeQueryParam, Depends()],
+    search: Annotated[WorkflowNodeTypeQueryParam, Query()],
 ) -> JSONResponse:
     service = WorkflowNodeTypeService(auth, db)
     result_dict = await service.get_page(