[perf] update alfworld and webshop rollout prompt

Author: realtmxi

openmanus_rl/environments/prompts/alfworld.py

@@ -36,7 +36,7 @@
 
 Now it's your turn to take an action.
 
-You should first recall relevant past experiences and reason from our conversation history, then MUST summarize within <memory_recall> </memory_recall> tags like this:
+You should first recall relevant past experiences and reason from our conversation history, then MUST summarize within <memory_analysis> </memory_analysis> tags like this:
 
 <memory_analysis>
 [Recall relevant past experiences and reason from our conversation history]

openmanus_rl/environments/prompts/webshop.py

@@ -15,7 +15,7 @@
 
 # --------------------- WebShop --------------------- #
 WEBSHOP_TEMPLATE_NO_HIS = """
-You are an expert agent operating in the WebShop e‑commerce environment.
+You are an expert agent operating in the WebShop e-commerce environment.
 Your task is: {task_description}
 Your current observation is: {current_observation}
 Your admissible actions of the current situation are: [
@@ -25,36 +25,31 @@
 Please begin by analyzing the situation and planning your approach:
 
 <plan>
-Analyze the current shopping situation and devise a plan to accomplish the task: {task_description}
+Analyze the current shopping situation and devise a plan to accomplish the task: 
 What are the key steps needed to complete this task (e.g., search with the right keywords, open a relevant product, compare options, select attributes, finalize)?
+How to advance our plan toward completing the shopping goal in immediate next step?
 Based on the current observation, what should be my immediate next step?
-How does this action advance my plan toward completing the shopping goal?
 </plan>
 
 Finally, choose ONE admissible action for the current step and present it within <action> </action> tags.
 """
 
 WEBSHOP_TEMPLATE = """
-You are an expert agent operating in the WebShop e‑commerce environment.
+You are an expert agent operating in the WebShop e-commerce environment.
 Your task is: {task_description}
 Prior to this step, you have already taken {step_count} step(s). Below are the most recent {history_length} observations and the corresponding actions you took: {action_history}
 You are now at step {current_step} and your current observation is: {current_observation}
-Your admissible actions of the current situation are: [
-{available_actions}
-].
+Your admissible actions of the current situation are: [{available_actions}].
 
 Now it's your turn to take an action.
 
-You should first recall relevant past experience and reason from our conversation history, then MUST summarize within <memory_recall> </memory_recall> tags like this:
+You should first recall relevant past experience and reason from our conversation history, then MUST summarize within <memory_analysis> </memory_analysis> tags like this:
 
-<memory_recall>
+<memory_analysis>
 [Recall relevant past experiences and reason from our conversation history]
-Recent action history ({step_count} steps taken): {action_history}
-- What similar shopping situations have I encountered?
-- What strategies worked or failed before (e.g., search terms, product filtering, option selection)?
-- What products, attributes, or pages have I already explored?
-- What was my previous reasoning and plan?
-</memory_recall>
+- Please summarize the most relavent memory for this step.
+- Please explain why this memory is helpful for the next reflection and planning.
+</memory_analysis>
 
 After that, you should reflect on the last action and its outcome, then MUST summarize within <reflection> </reflection> tags like this:
 
@@ -63,17 +58,18 @@
 - What did my last action accomplish?
 - Was it successful or did it encounter issues?
 - How does this outcome affect my plan?
-- Am I making progress toward the task goal: {task_description}?
+- Am I making progress toward the task goal?
 </reflection>
 
-After that, you should plan the next step based on memory and reflection, then MUST summarize within <think> </think> tags like this:
+After that, you should plan the next step based on memory and reflection, then MUST summarize within <plan> </plan> tags like this:
 
-<think>
+<plan>
 [Plan the next step based on memory and reflection]
 - Given what I've learned, what should I do next?
+- Please explain why this plan is helpful for the next action?
 - How does this action fit into my overall shopping strategy?
 - What do I expect this action to achieve now?
-</think>
+</plan>
 
 Finally, choose ONE admissible action for the current step and present it within <action> </action> tags.
 """