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 ad6ca7a..2545cec 100644
--- a/apps/jingrow/jingrow/ai/pagetype/local_ai_agent/__init__.py
+++ b/apps/jingrow/jingrow/ai/pagetype/local_ai_agent/__init__.py
@@ -3,14 +3,13 @@
 
 import jingrow
 import logging
-from jingrow.utils.jingrow_api import get_record_list, get_pagetype_module_app, get_record
 from jingrow.utils.jinja import render_template
 
 
 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。
 	"""
-	res = get_record_list(
+	data = jingrow.get_list(
 		"Local Ai Agent",
 		filters=[["enabled", "=", 1], ["trigger_mode", "=", "Event Trigger"]],
 		fields=[
@@ -23,7 +22,6 @@ def _get_all_local_ai_agents():
 			"condition",
 		],
 	)
-	data = res.get("data", []) if res.get("success") else []
 
 	agents: dict[str, list[dict]] = {}
 	for agent in data:
@@ -69,8 +67,8 @@ def run_agent(pg=None, method=None, event=None, page=None, **kwargs):
 	# 获取 pagetype 所属 module（通过 API 获取 module/app）
 	module_name = None
 	try:
-		ma = get_pagetype_module_app(pg_pagetype)
-		if ma.get("success"):
+		ma = jingrow.get_module_app(pg_pagetype)
+		if isinstance(ma, dict) and ma.get("success"):
 			module_name = ma.get("module")
 	except Exception:
 		module_name = None
@@ -120,9 +118,9 @@ def run_agent(pg=None, method=None, event=None, page=None, **kwargs):
 					_nm = base_ctx.get("name") or _get_pg_field(pg, "name")
 					pg_ctx = base_ctx or {}
 					if _pt and _nm:
-						api_res = get_record(str(_pt), str(_nm))
-						if api_res and api_res.get("success") and isinstance(api_res.get("data"), dict):
-							pg_ctx = api_res.get("data")
+						api_res = jingrow.get_pg(str(_pt), str(_nm))
+						if isinstance(api_res, dict):
+							pg_ctx = api_res
 					result = render_template(cond_tpl, {"pg": pg_ctx})
 					if str(result).strip().lower() in ("true", "1", "yes"):
 						trigger = True
@@ -148,9 +146,9 @@ def enqueue_local_ai_agent(pg, agent_name):
 	此函数会读取本地智能体配置，调用本地任务创建函数以执行远端/本地智能体。
 	"""
 	try:
-		# 通过 API 获取 Local Ai Agent 详情
-		res = get_record_list("Local Ai Agent", filters=[["name", "=", agent_name]], fields=["name", "agent_name"], limit=1)
-		agent = (res.get("data") or [None])[0] if res.get("success") else None
+		# 通过统一 CRUD 获取 Local Ai Agent 详情
+		items = jingrow.get_list("Local Ai Agent", filters=[["name", "=", agent_name]], fields=["name", "agent_name"], limit=1)
+		agent = (items or [None])[0]
 		if not agent:
 			return