diff --git a/apps/jingrow/jingrow/ai/pagetype/local_ai_agent/__init__.py b/apps/jingrow/jingrow/ai/pagetype/local_ai_agent/__init__.py
index 6c58b8b..d1960f2 100644
--- a/apps/jingrow/jingrow/ai/pagetype/local_ai_agent/__init__.py
+++ b/apps/jingrow/jingrow/ai/pagetype/local_ai_agent/__init__.py
@@ -9,7 +9,6 @@ from jingrow.utils.jingrow_api import get_record_list, get_page_meta
 
 def _get_all_local_ai_agents():
 	"""获取所有启用的事件触发 Local Ai Agent，支持按PageType和Module分组缓存返回。
-	通过本地 API 封装获取（非适配器）。
 	"""
 	res = get_record_list(
 		"Local Ai Agent",
@@ -40,7 +39,6 @@ def _get_all_local_ai_agents():
 
 def run_agent(pg=None, method=None, event=None, page=None, **kwargs):
 	"""本地版 Local Ai Agent 事件驱动机制。
-
 	- 支持按 pagetype 与 module 分组、合并去重
 	- condition 支持 Jinja2 表达式
 	- 使用本地任务队列，避免链式重复触发
@@ -95,7 +93,6 @@ def run_agent(pg=None, method=None, event=None, page=None, **kwargs):
 	for agent in agents_for_pg:
 		event = method if method in event_list else None
 		if event and (agent.get("event_type") == event):
-			# 简化：不做最近去重缓存，直接执行
 
 			trigger = False
 			if not agent.get("condition"):
diff --git a/apps/jingrow/jingrow/api/page.py b/apps/jingrow/jingrow/api/page.py
index 1a17b8e..54ba259 100644
--- a/apps/jingrow/jingrow/api/page.py
+++ b/apps/jingrow/jingrow/api/page.py
@@ -35,15 +35,7 @@ def execute_hooks(pagetype: str, name: str, hook_name: str, data: Dict[str, Any]
         hook_full_name = f"page.{pagetype}.{hook_name}"
         # 重要：不要展开 data，避免与 HookRegistry.send(name=...) 参数名冲突
         pg_obj = jingrow.get_pg(pagetype, name)
-        # 1) 精确钩子
-        execute_hook(
-            hook_full_name,
-            sender=pagetype,
-            page=pg_obj,
-            event=hook_name,
-            data=data or {},
-        )
-        # 2) 通配钩子（与 hooks.py 的 "*" 对齐）
+        # 仅发通配钩子（对齐SaaS：通配注册+统一分派）
         wildcard_hook = f"page.*.{hook_name}"
         execute_hook(
             wildcard_hook,
@@ -65,13 +57,6 @@ def execute_hooks_async(pagetype: str, name: str, hook_name: str, data: Dict[str
         # 异步丢到事件循环（同样不要展开 data）。同时发送精确与通配钩子
         import asyncio
         async def _fire():
-            await execute_hook_async(
-                hook_full_name,
-                sender=pagetype,
-                page=pg,
-                event=hook_name,
-                data=data or {},
-            )
             wildcard_hook = f"page.*.{hook_name}"
             await execute_hook_async(
                 wildcard_hook,