diff --git a/src/daemon/spawner.py b/src/daemon/spawner.py
index e64ae86..89f9d3d 100644
--- a/src/daemon/spawner.py
+++ b/src/daemon/spawner.py
@@ -158,8 +158,15 @@ class AgentSpawner:
         must_haves: str = "",
         project_id: str = "",
         agent_id: str = "",
+        current_status: str = "claimed",
+        retry_context: str = "",
     ) -> str:
-        """构建 Agent spawn 的消息（使用 prompt 模板）"""
+        """构建 Agent spawn 的消息（使用 prompt 模板）
+
+        Args:
+            current_status: 任务当前状态（动态生成状态机提示）
+            retry_context: 重试上下文（前轮产出摘要 + 审查意见）
+        """
         return SPAWN_PROMPT_TEMPLATE.format(
             project_id=project_id,
             task_id=task_id,
@@ -171,6 +178,8 @@ class AgentSpawner:
             agent_id=agent_id,
             api_host=self.api_host,
             api_port=self.api_port,
+            current_status=current_status or "claimed",
+            retry_context=retry_context or "",
         )
 
     async def spawn_full_agent(