diff --git a/api/app/core/workflow/nodes/memory/config.py b/api/app/core/workflow/nodes/memory/config.py
index 31881e24..25b5105d 100644
--- a/api/app/core/workflow/nodes/memory/config.py
+++ b/api/app/core/workflow/nodes/memory/config.py
@@ -1,10 +1,33 @@
 from uuid import UUID
 
-from pydantic import Field
+from pydantic import BaseModel, field_validator, Field
 
 from app.core.workflow.nodes.base_config import BaseNodeConfig
 
 
+class MessageConfig(BaseModel):
+    """消息配置"""
+
+    role: str = Field(
+        default='user',
+        description="消息角色：system, user, assistant"
+    )
+
+    content: str = Field(
+        default="",
+        description="消息内容，支持模板变量，如：{{ sys.message }}"
+    )
+
+    @field_validator("role")
+    @classmethod
+    def validate_role(cls, v: str) -> str:
+        """验证角色"""
+        allowed_roles = ["system", "user", "human", "assistant", "ai"]
+        if v.lower() not in allowed_roles:
+            raise ValueError(f"角色必须是以下之一: {', '.join(allowed_roles)}")
+        return v.lower()
+
+
 class MemoryReadNodeConfig(BaseNodeConfig):
     message: str = Field(
         ...
@@ -25,6 +48,10 @@ class MemoryWriteNodeConfig(BaseNodeConfig):
         ...
     )
 
+    messages: list[MessageConfig] = Field(
+        default_factory=list
+    )
+
     config_id: UUID | int = Field(
         ...
     )
diff --git a/api/app/core/workflow/nodes/memory/node.py b/api/app/core/workflow/nodes/memory/node.py
index ddbe4b99..654ea0c6 100644
--- a/api/app/core/workflow/nodes/memory/node.py
+++ b/api/app/core/workflow/nodes/memory/node.py
@@ -55,10 +55,22 @@ class MemoryWriteNode(BaseNode):
 
         if not end_user_id:
             raise RuntimeError("End user id is required")
+        messages = []
+        if self.typed_config.message:
+            messages.append({
+                "role": "user",
+                "content": self._render_template(self.typed_config.message, variable_pool)
+            })
+
+        for message in self.typed_config.messages:
+            messages.append({
+                "role": message.role,
+                "content": self._render_template(message.content, variable_pool)
+            })
 
         write_message_task.delay(
             end_user_id,
-            self._render_template(self.typed_config.message, variable_pool),
+            messages,
             str(self.typed_config.config_id),
             "neo4j",
             ""
diff --git a/api/app/tasks.py b/api/app/tasks.py
index 539a3700..3a9da918 100644
--- a/api/app/tasks.py
+++ b/api/app/tasks.py
@@ -981,7 +981,7 @@ def read_message_task(self, end_user_id: str, message: str, history: List[Dict[s
 
 
 @celery_app.task(name="app.core.memory.agent.write_message", bind=True)
-def write_message_task(self, end_user_id: str, message: str, config_id: str, storage_type: str, user_rag_memory_id: str,
+def write_message_task(self, end_user_id: str, message: list[dict], config_id: str, storage_type: str, user_rag_memory_id: str,
                        language: str = "zh") -> Dict[str, Any]:
     """Celery task to process a write message via MemoryAgentService.