diff --git a/metagpt/roles/assistant.py b/metagpt/roles/assistant.py
index 516f78b0e..bae1b6c79 100644
--- a/metagpt/roles/assistant.py
+++ b/metagpt/roles/assistant.py
@@ -54,13 +54,12 @@ class Assistant(Role):
         last_talk = await self.refine_memory()
         if not last_talk:
             return False
-        prompt = f"Refer to this text:\n {last_talk}\n"
+        prompt = ""
         skills = self.skills.get_skill_list()
         for desc, name in skills.items():
             prompt += f"If the text explicitly want you to {desc}, return `[SKILL]: {name}` brief and clear. For instance: [SKILL]: {name}\n"
-        prompt += (
-            'Otherwise, return `[TALK]: {talk}` brief and clear. For instance: if {talk} is "xxxx" return [TALK]: xxxx'
-        )
+        prompt += 'Otherwise, return `[TALK]: {talk}` brief and clear. For instance: if {talk} is "xxxx" return [TALK]: xxxx\n\n'
+        prompt = f"Now the text is: {last_talk}"
         logger.info(prompt)
         rsp = await self._llm.aask(prompt, [])
         logger.info(f"THINK: {prompt}\n, THINK RESULT: {rsp}\n")