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 f9f40f1..ad6ca7a 100644
--- a/apps/jingrow/jingrow/ai/pagetype/local_ai_agent/__init__.py
+++ b/apps/jingrow/jingrow/ai/pagetype/local_ai_agent/__init__.py
@@ -54,13 +54,22 @@ def run_agent(pg=None, method=None, event=None, page=None, **kwargs):
 	ai_agents = _get_all_local_ai_agents()
 
 	# pagetype 分组
-	agents_by_pagetype = ai_agents.get(pg.pagetype, []) or []
+	# 兼容 dict 或对象：统一读取 pagetype
+	def _get_pg_field(obj, key):
+		if isinstance(obj, dict):
+			return obj.get(key)
+		return getattr(obj, key, None)
+
+	pg_pagetype = _get_pg_field(pg, "pagetype")
+	pg_name = _get_pg_field(pg, "name")
+
+	agents_by_pagetype = ai_agents.get(pg_pagetype, []) or []
 
 	# module 分组
 	# 获取 pagetype 所属 module（通过 API 获取 module/app）
 	module_name = None
 	try:
-		ma = get_pagetype_module_app(pg.pagetype)
+		ma = get_pagetype_module_app(pg_pagetype)
 		if ma.get("success"):
 			module_name = ma.get("module")
 	except Exception:
@@ -102,9 +111,13 @@ def run_agent(pg=None, method=None, event=None, page=None, **kwargs):
 					# 使用统一的 render_template 进行 Jinja2 条件渲染
 					cond_tpl = str(agent.get("condition") or "").strip()
 					# 统一从触发记录的 pagetype/name 拉取完整记录，构建渲染上下文
-					base_ctx = pg.as_dict() if hasattr(pg, "as_dict") else getattr(pg, "__dict__", {})
-					_pt = base_ctx.get("pagetype") or getattr(pg, "pagetype", None)
-					_nm = base_ctx.get("name") or getattr(pg, "name", None)
+					# 统一基上下文（兼容 dict/object）
+					if isinstance(pg, dict):
+						base_ctx = pg
+					else:
+						base_ctx = pg.as_dict() if hasattr(pg, "as_dict") else getattr(pg, "__dict__", {})
+					_pt = base_ctx.get("pagetype") or _get_pg_field(pg, "pagetype")
+					_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))
@@ -118,7 +131,7 @@ def run_agent(pg=None, method=None, event=None, page=None, **kwargs):
 					trigger = False
 
 			if trigger:
-				logger.info(f"Run Local Ai Agent: agent={agent.get('name')}, event={event}, page={pg.pagetype}:{pg.name}")
+				logger.info(f"Run Local Ai Agent: agent={agent.get('name')}, event={event}, page={pg_pagetype}:{pg_name}")
 				enqueue_local_ai_agent(pg, agent.get('name'))
 			else:
 				logger.debug(f"Condition not met, skip agent: agent={agent.get('name')}, event={event}")
@@ -148,7 +161,10 @@ def enqueue_local_ai_agent(pg, agent_name):
 		from .local_ai_agent import create_agent_job
 
 		# 将触发上下文透传为执行参数的一部分（由下游路由读取）
-		event_inputs = {"pagetype": getattr(pg, 'pagetype', None), "name": getattr(pg, 'name', None)} if (hasattr(pg, 'pagetype') and hasattr(pg, 'name')) else {}
+		if isinstance(pg, dict):
+			event_inputs = {"pagetype": pg.get("pagetype"), "name": pg.get("name")}
+		else:
+			event_inputs = {"pagetype": getattr(pg, 'pagetype', None), "name": getattr(pg, 'name', None)} if (hasattr(pg, 'pagetype') and hasattr(pg, 'name')) else {}
 
 		_ = create_agent_job(
 			agent_id=str(agent_id),