diff --git a/domain/adapters/api.py b/domain/adapters/api.py
index 54d1e24..3a15bc4 100644
--- a/domain/adapters/api.py
+++ b/domain/adapters/api.py
@@ -30,10 +30,8 @@ async def create_adapter(
 
 
 @router.get("")
-@audit(action=AuditAction.READ, description="获取适配器列表")
 @require_system_permission(AdapterPermission.LIST)
 async def list_adapters(
-    request: Request,
     current_user: Annotated[User, Depends(get_current_active_user)]
 ):
     adapters = await AdapterService.list_adapters()
@@ -41,10 +39,8 @@ async def list_adapters(
 
 
 @router.get("/available")
-@audit(action=AuditAction.READ, description="获取可用适配器类型")
 @require_system_permission(AdapterPermission.LIST)
 async def available_adapter_types(
-    request: Request,
     current_user: Annotated[User, Depends(get_current_active_user)]
 ):
     data = await AdapterService.available_adapter_types()
@@ -52,10 +48,8 @@ async def available_adapter_types(
 
 
 @router.get("/usage")
-@audit(action=AuditAction.READ, description="获取适配器容量使用情况")
 @require_system_permission(AdapterPermission.LIST)
 async def list_adapter_usages(
-    request: Request,
     current_user: Annotated[User, Depends(get_current_active_user)]
 ):
     usages = await AdapterService.list_adapter_usages()
@@ -63,10 +57,8 @@ async def list_adapter_usages(
 
 
 @router.get("/{adapter_id}/usage")
-@audit(action=AuditAction.READ, description="获取单个适配器容量使用情况")
 @require_system_permission(AdapterPermission.LIST)
 async def get_adapter_usage(
-    request: Request,
     adapter_id: int,
     current_user: Annotated[User, Depends(get_current_active_user)]
 ):
@@ -75,10 +67,8 @@ async def get_adapter_usage(
 
 
 @router.get("/{adapter_id}")
-@audit(action=AuditAction.READ, description="获取适配器详情")
 @require_system_permission(AdapterPermission.LIST)
 async def get_adapter(
-    request: Request,
     adapter_id: int,
     current_user: Annotated[User, Depends(get_current_active_user)]
 ):
diff --git a/domain/ai/api.py b/domain/ai/api.py
index 4d0674d..f7847fa 100644
--- a/domain/ai/api.py
+++ b/domain/ai/api.py
@@ -21,10 +21,8 @@ router_ai = APIRouter(prefix="/api/ai", tags=["ai"])
 router_vector_db = APIRouter(prefix="/api/vector-db", tags=["vector-db"])
 
 
-@audit(action=AuditAction.READ, description="获取 AI 提供商列表")
 @router_ai.get("/providers")
 async def list_providers_endpoint(
-    request: Request,
     current_user: Annotated[User, Depends(get_current_active_user)]
 ):
     providers = await AIProviderService.list_providers()
@@ -47,10 +45,8 @@ async def create_provider(
     return success(provider)
 
 
-@audit(action=AuditAction.READ, description="获取 AI 提供商详情")
 @router_ai.get("/providers/{provider_id}")
 async def get_provider(
-    request: Request,
     provider_id: Annotated[int, Path(..., gt=0)],
     current_user: Annotated[User, Depends(get_current_active_user)],
 ):
@@ -106,10 +102,8 @@ async def sync_models(
     return success(result)
 
 
-@audit(action=AuditAction.READ, description="获取远程模型列表")
 @router_ai.get("/providers/{provider_id}/remote-models")
 async def fetch_remote_models(
-    request: Request,
     provider_id: Annotated[int, Path(..., gt=0)],
     current_user: Annotated[User, Depends(get_current_active_user)],
 ):
@@ -123,10 +117,8 @@ async def fetch_remote_models(
     return success({"models": models})
 
 
-@audit(action=AuditAction.READ, description="获取模型列表")
 @router_ai.get("/providers/{provider_id}/models")
 async def list_models(
-    request: Request,
     provider_id: Annotated[int, Path(..., gt=0)],
     current_user: Annotated[User, Depends(get_current_active_user)],
 ):
@@ -187,10 +179,8 @@ def _get_embedding_dimension(entry: Optional[Dict]) -> Optional[int]:
     return int(value) if value is not None else None
 
 
-@audit(action=AuditAction.READ, description="获取默认模型")
 @router_ai.get("/defaults")
 async def get_defaults(
-    request: Request,
     current_user: Annotated[User, Depends(get_current_active_user)],
 ):
     defaults = await AIProviderService.get_default_models()
@@ -237,9 +227,8 @@ async def clear_vector_db(request: Request, user: User = Depends(get_current_act
         raise HTTPException(status_code=500, detail=str(e))
 
 
-@audit(action=AuditAction.READ, description="获取向量数据库统计")
 @router_vector_db.get("/stats", summary="获取向量数据库统计")
-async def get_vector_db_stats(request: Request, user: User = Depends(get_current_active_user)):
+async def get_vector_db_stats(user: User = Depends(get_current_active_user)):
     try:
         service = VectorDBService()
         data = await service.get_all_stats()
@@ -248,15 +237,13 @@ async def get_vector_db_stats(request: Request, user: User = Depends(get_current
         raise HTTPException(status_code=500, detail=str(e))
 
 
-@audit(action=AuditAction.READ, description="获取向量数据库提供者列表")
 @router_vector_db.get("/providers", summary="列出可用向量数据库提供者")
-async def list_vector_providers(request: Request):
+async def list_vector_providers():
     return success(list_providers())
 
 
-@audit(action=AuditAction.READ, description="获取向量数据库配置")
 @router_vector_db.get("/config", summary="获取当前向量数据库配置")
-async def get_vector_db_config(request: Request, user: User = Depends(get_current_active_user)):
+async def get_vector_db_config(user: User = Depends(get_current_active_user)):
     service = VectorDBService()
     data = await service.current_provider()
     return success(data)
diff --git a/domain/auth/api.py b/domain/auth/api.py
index 0f8ee5f..d1edbc7 100644
--- a/domain/auth/api.py
+++ b/domain/auth/api.py
@@ -40,9 +40,8 @@ async def login_for_access_token(
 
 
 @router.get("/me", summary="获取当前登录用户信息")
-@audit(action=AuditAction.READ, description="获取当前用户信息")
 async def get_me(
-    request: Request, current_user: Annotated[User, Depends(get_current_active_user)]
+    current_user: Annotated[User, Depends(get_current_active_user)]
 ):
     profile = AuthService.get_profile(current_user)
     return success(profile)
diff --git a/domain/config/api.py b/domain/config/api.py
index f7371f1..83c75cc 100644
--- a/domain/config/api.py
+++ b/domain/config/api.py
@@ -61,10 +61,7 @@ async def get_all_config(
 
 
 @router.get("/public")
-@audit(action=AuditAction.READ, description="获取公开配置")
-async def get_public_config(
-    request: Request,
-):
+async def get_public_config():
     data = {}
     for key in PUBLIC_CONFIG_KEYS:
         value = await ConfigService.get(key)
@@ -74,14 +71,12 @@ async def get_public_config(
 
 
 @router.get("/status")
-@audit(action=AuditAction.READ, description="获取系统状态")
-async def get_system_status(request: Request):
+async def get_system_status():
     status_data = await ConfigService.get_system_status()
     return success(status_data.model_dump())
 
 
 @router.get("/latest-version")
-@audit(action=AuditAction.READ, description="获取最新版本")
-async def get_latest_version(request: Request):
+async def get_latest_version():
     info = await ConfigService.get_latest_version()
     return success(info.model_dump())
diff --git a/domain/email/api.py b/domain/email/api.py
index e105cf5..ceb75d8 100644
--- a/domain/email/api.py
+++ b/domain/email/api.py
@@ -34,9 +34,7 @@ async def trigger_test_email(
 
 
 @router.get("/templates")
-@audit(action=AuditAction.READ, description="获取邮件模板列表")
 async def list_email_templates(
-    request: Request,
     current_user: User = Depends(get_current_active_user),
 ):
     templates = await EmailTemplateRenderer.list_templates()
@@ -44,9 +42,7 @@ async def list_email_templates(
 
 
 @router.get("/templates/{name}")
-@audit(action=AuditAction.READ, description="查看邮件模板")
 async def get_email_template(
-    request: Request,
     name: str,
     current_user: User = Depends(get_current_active_user),
 ):
@@ -75,9 +71,7 @@ async def update_email_template(
 
 
 @router.post("/templates/{name}/preview")
-@audit(action=AuditAction.READ, description="预览邮件模板")
 async def preview_email_template(
-    request: Request,
     name: str,
     payload: EmailTemplatePreviewPayload,
     current_user: User = Depends(get_current_active_user),
diff --git a/domain/offline_downloads/api.py b/domain/offline_downloads/api.py
index bc346d5..5df74bc 100644
--- a/domain/offline_downloads/api.py
+++ b/domain/offline_downloads/api.py
@@ -31,14 +31,12 @@ async def create_offline_download(request: Request, payload: OfflineDownloadCrea
 
 
 @router.get("/")
-@audit(action=AuditAction.READ, description="获取离线下载列表")
-async def list_offline_downloads(request: Request, current_user: CurrentUser):
+async def list_offline_downloads(current_user: CurrentUser):
     data = OfflineDownloadService.list_downloads()
     return success(data)
 
 
 @router.get("/{task_id}")
-@audit(action=AuditAction.READ, description="获取离线下载详情")
-async def get_offline_download(task_id: str, request: Request, current_user: CurrentUser):
+async def get_offline_download(task_id: str, current_user: CurrentUser):
     data = OfflineDownloadService.get_download(task_id)
     return success(data)
diff --git a/domain/plugins/api.py b/domain/plugins/api.py
index 8178b9b..33c470d 100644
--- a/domain/plugins/api.py
+++ b/domain/plugins/api.py
@@ -44,9 +44,7 @@ async def install_plugin(
 
 
 @router.get("", response_model=List[PluginOut])
-@audit(action=AuditAction.READ, description="获取插件列表")
 async def list_plugins(
-    request: Request,
     current_user: Annotated[User, Depends(get_current_active_user)],
 ):
     """获取已安装的插件列表"""
@@ -54,9 +52,7 @@ async def list_plugins(
 
 
 @router.get("/{key_or_id}", response_model=PluginOut)
-@audit(action=AuditAction.READ, description="获取插件详情")
 async def get_plugin(
-    request: Request,
     key_or_id: str,
     current_user: Annotated[User, Depends(get_current_active_user)],
 ):
diff --git a/domain/processors/api.py b/domain/processors/api.py
index 755a6c8..4619095 100644
--- a/domain/processors/api.py
+++ b/domain/processors/api.py
@@ -22,9 +22,7 @@ router = APIRouter(prefix="/api/processors", tags=["processors"])
 
 
 @router.get("")
-@audit(action=AuditAction.READ, description="获取处理器列表")
 async def list_processors(
-    request: Request,
     current_user: Annotated[User, Depends(get_current_active_user)],
 ):
     data = ProcessorService.list_processors()
@@ -73,10 +71,8 @@ async def process_directory_with_processor(
 
 
 @router.get("/source/{processor_type}")
-@audit(action=AuditAction.READ, description="获取处理器源码")
 @require_system_permission(SystemPermission.ROLE_MANAGE)
 async def get_processor_source(
-    request: Request,
     processor_type: str,
     current_user: Annotated[User, Depends(get_current_active_user)],
 ):
diff --git a/domain/recent_files/api.py b/domain/recent_files/api.py
index 92aa600..5d76f6f 100644
--- a/domain/recent_files/api.py
+++ b/domain/recent_files/api.py
@@ -1,9 +1,8 @@
 from typing import Annotated
 
-from fastapi import APIRouter, Depends, Query, Request
+from fastapi import APIRouter, Depends, Query
 
 from api.response import success
-from domain.audit import AuditAction, audit
 from domain.auth import User, get_current_active_user
 
 from .service import RecentFilesService
@@ -13,9 +12,7 @@ router = APIRouter(prefix="/api/fs/recent", tags=["recent-files"])
 
 
 @router.get("/")
-@audit(action=AuditAction.READ, description="查看最近打开文件")
 async def list_recent_files(
-    request: Request,
     current_user: Annotated[User, Depends(get_current_active_user)],
     limit: int = Query(20, ge=1, le=200, description="返回数量"),
 ):
@@ -24,9 +21,7 @@ async def list_recent_files(
 
 
 @router.post("/")
-@audit(action=AuditAction.CREATE, description="记录最近打开文件", body_fields=["path"])
 async def record_recent_file(
-    request: Request,
     body: RecordRecentFileRequest,
     current_user: Annotated[User, Depends(get_current_active_user)],
 ):
@@ -35,9 +30,7 @@ async def record_recent_file(
 
 
 @router.delete("/")
-@audit(action=AuditAction.DELETE, description="清空最近打开文件")
 async def clear_recent_files(
-    request: Request,
     current_user: Annotated[User, Depends(get_current_active_user)],
 ):
     data = await RecentFilesService.clear_recent_files(current_user.id)
diff --git a/domain/share/api.py b/domain/share/api.py
index 78d2883..5fb5421 100644
--- a/domain/share/api.py
+++ b/domain/share/api.py
@@ -48,9 +48,8 @@ async def create_share(
 
 
 @router.get("", response_model=List[ShareInfo])
-@audit(action=AuditAction.READ, description="获取我的分享列表")
 async def get_my_shares(
-    request: Request, current_user: Annotated[User, Depends(get_current_active_user)]
+    current_user: Annotated[User, Depends(get_current_active_user)]
 ):
     user_account = await UserAccount.get(id=current_user.id)
     shares = await ShareService.get_user_shares(user=user_account)
diff --git a/domain/tasks/api.py b/domain/tasks/api.py
index 3279f0a..9dea902 100644
--- a/domain/tasks/api.py
+++ b/domain/tasks/api.py
@@ -21,15 +21,13 @@ router = APIRouter(
 
 
 @router.get("/queue")
-@audit(action=AuditAction.READ, description="获取任务队列状态")
-async def get_task_queue_status(request: Request, current_user: CurrentUser):
+async def get_task_queue_status(current_user: CurrentUser):
     payload = TaskService.get_queue_tasks()
     return success(payload)
 
 
 @router.get("/queue/settings")
-@audit(action=AuditAction.READ, description="获取任务队列设置")
-async def get_task_queue_settings(request: Request, current_user: CurrentUser):
+async def get_task_queue_settings(current_user: CurrentUser):
     payload = TaskService.get_queue_settings()
     return success(payload.model_dump())
 
@@ -46,8 +44,7 @@ async def update_task_queue_settings(request: Request, settings: TaskQueueSettin
 
 
 @router.get("/queue/{task_id}")
-@audit(action=AuditAction.READ, description="获取队列任务状态")
-async def get_task_status(task_id: str, request: Request, current_user: CurrentUser):
+async def get_task_status(task_id: str, current_user: CurrentUser):
     payload = TaskService.get_queue_task(task_id)
     return success(payload)
 
@@ -72,15 +69,13 @@ async def create_task(request: Request, task_in: AutomationTaskCreate, user: Cur
 
 
 @router.get("/{task_id}")
-@audit(action=AuditAction.READ, description="获取自动化任务详情")
-async def get_task(task_id: int, request: Request, current_user: CurrentUser):
+async def get_task(task_id: int, current_user: CurrentUser):
     task = await TaskService.get_task(task_id)
     return success(task)
 
 
 @router.get("/")
-@audit(action=AuditAction.READ, description="获取自动化任务列表")
-async def list_tasks(request: Request, current_user: CurrentUser):
+async def list_tasks(current_user: CurrentUser):
     tasks = await TaskService.list_tasks()
     return success(tasks)