Repository: All-Hands-AI/OpenHands
Pull request: Remove extra message actions
Fixes https://github.com/OpenDevin/OpenDevin/issues/1595

Problem statement:
Simplify Message actions/observations
## Summary
Currently we have five separate representations of messages/text in the system:
* AgentTalkAction
* UserMessageObservation
* AgentMessageObservation
* MessageAction
* AgentEchoAction
* AgentThinkAction

Each of these serves a slightly different purpose in a different context. I'd like to simplify as much as possible.

### First: I think we should treat the user as just another agent.

We could hypothetically treat everything as being from the agent's perspective, so agent messages would be actions, and user messages would be observations. IMO that will probably lead us down the wrong path. Instead, we should make _both_ user and agent messages an Action.

Furthermore, they can be the same Action (MessageAction). I've added a `source` field to the EventStream, but it's not quite plumbed into agent history yet. For now, we could put `source` directly inside the `MessageAction` 

### Second: Information vs Interrupts

Sometimes the agent just wants to say "hey I'm gonna do a thing"--other times it needs to interrupt the user to ask for more info. IMO this could easily be handled by a field like `wait` on the `MessageAction`


### Third: Get rid of message observations
We should push everything into MessageAction, and get rid of UserMessageObservation and AgentMessageObservation.

This breaks AgentEchoAction, which is being used by CodeAct, though I'm not sure how. Hopefully @xingyaoww  can provide guidance here.

### Fourth: Think vs Message
We also have AgentThinkAction, which represents the agent's self-talk more than contact with the user. We currently just dump AgentThinkActions into the chat log, so the user can't really tell the difference.

Do we need AgentThinkAction? I'm torn on this one.


### Conclusion
We should simplify this list:
* AgentTalkAction
* UserMessageObservation
* AgentMessageObservation
* MessageAction
* AgentEchoAction
* AgentThinkAction

To just have `MessageAction`, with properties `source` and `wait`. We may want to consider keeping `AgentThinkAction` as well.

Hints from issue discussion:
Overall I basically agree with this, I like the simplicity!
> This breaks AgentEchoAction, which is being used by CodeAct, though I'm not sure how. Hopefully @xingyaoww can provide guidance here.

I think `AgentEchoAction` is no longer used by CodeAct, so if other agents are not using it, it is probably save to remove it.

> We could hypothetically treat everything as being from the agent's perspective, so agent messages would be actions, and user messages would be observations. IMO that will probably lead us down the wrong path. Instead, we should make both user and agent messages an Action.

Yeah I also kinda agree on this: We can basically define "observation" as "other agent's action" in this terminology. And/or even support more complex "partially observable" environment by selectively control what is visible to the agent

> Fourth: Think vs Message 
We also have AgentThinkAction, which represents the agent's self-talk more than contact with the user. We currently just dump AgentThinkActions into the chat log, so the user can't really tell the difference.

I think we can just replace ThinkAction with MessageAction, AND keep it as an attribute to go along each actual CmdRun action etc (to complement the command execution)?

Commit message: help agent exit after hitting max iter

Patch to review:
diff --git a/.gitignore b/.gitignore
index 59ef90eaced8..e123abaee8fe 100644
--- a/.gitignore
+++ b/.gitignore
@@ -196,6 +196,7 @@ logs
 # agent
 .envrc
 /workspace
+/_test_workspace
 /debug
 cache
 
diff --git a/agenthub/README.md b/agenthub/README.md
index d4c80e8214d9..b69a1739c6ea 100644
--- a/agenthub/README.md
+++ b/agenthub/README.md
@@ -33,9 +33,8 @@ Here is a list of available Actions, which can be returned by `agent.step()`:
 - [`AgentRecallAction`](../opendevin/action/agent.py) - Searches memory (e.g. a vector database)
 - [`AddTaskAction`](../opendevin/action/tasks.py) - Adds a subtask to the plan
 - [`ModifyTaskAction`](../opendevin/action/tasks.py) - Changes the state of a subtask
-- [`AgentThinkAction`](../opendevin/action/agent.py) - A no-op that allows the agent to add plaintext to the history (as well as the chat log)
-- [`AgentTalkAction`](../opendevin/action/agent.py) - A no-op that allows the agent to add plaintext to the history and talk to the user.
 - [`AgentFinishAction`](../opendevin/action/agent.py) - Stops the control loop, allowing the user to enter a new task
+- [`MessageAction`](../opendevin/action/message.py) - Represents a message from an agent or the user
 
 You can use `action.to_dict()` and `action_from_dict` to serialize and deserialize actions.
 
@@ -49,9 +48,9 @@ Here is a list of available Observations:
 - [`BrowserOutputObservation`](../opendevin/observation/browse.py)
 - [`FileReadObservation`](../opendevin/observation/files.py)
 - [`FileWriteObservation`](../opendevin/observation/files.py)
-- [`UserMessageObservation`](../opendevin/observation/)
 - [`AgentRecallObservation`](../opendevin/observation/recall.py)
-- [`AgentErrorObservation`](../opendevin/observation/error.py)
+- [`ErrorObservation`](../opendevin/observation/error.py)
+- [`SuccessObservation`](../opendevin/observation/success.py)
 
 You can use `observation.to_dict()` and `observation_from_dict` to serialize and deserialize observations.
 
diff --git a/agenthub/SWE_agent/agent.py b/agenthub/SWE_agent/agent.py
index 26eb65b14c61..a40828f6bbe5 100644
--- a/agenthub/SWE_agent/agent.py
+++ b/agenthub/SWE_agent/agent.py
@@ -4,9 +4,9 @@
 from opendevin.controller.state.state import State
 from opendevin.events.action import (
     Action,
-    AgentThinkAction,
     FileReadAction,
     FileWriteAction,
+    MessageAction,
 )
 from opendevin.events.observation import Observation
 from opendevin.llm.llm import LLM
@@ -93,7 +93,7 @@ def step(self, state: State) -> Action:
             action, thought = self._think_act(messages=msgs)
 
         if not action:
-            action = AgentThinkAction(thought)
+            action = MessageAction(thought)
 
         self._update(action)
         self.latest_action = action
diff --git a/agenthub/SWE_agent/parser.py b/agenthub/SWE_agent/parser.py
index 6704a4a8e22f..cc01ad5f932c 100644
--- a/agenthub/SWE_agent/parser.py
+++ b/agenthub/SWE_agent/parser.py
@@ -2,21 +2,21 @@
 
 from opendevin.events.action import (
     Action,
-    AgentEchoAction,
     AgentFinishAction,
-    AgentThinkAction,
     BrowseURLAction,
     CmdRunAction,
     FileReadAction,
     FileWriteAction,
+    MessageAction,
 )
 
 from .prompts import COMMAND_USAGE, CUSTOM_DOCS
 
 # commands: exit, read, write, browse, kill, search_file, search_dir
 
-no_open_file_error = AgentEchoAction(
-    'You are not currently in a file. You can use the read command to open a file and then use goto to navigate through it.')
+no_open_file_error = MessageAction(
+    'You are not currently in a file. You can use the read command to open a file and then use goto to navigate through it.'
+)
 
 
 def invalid_error(cmd, docs):
@@ -33,7 +33,9 @@ def invalid_error(cmd, docs):
 """
 
 
-def get_action_from_string(command_string: str, path: str, line: int, thoughts: str = '') -> Action | None:
+def get_action_from_string(
+    command_string: str, path: str, line: int, thoughts: str = ''
+) -> Action | None:
     """
     Parses the command string to find which command the agent wants to run
     Converts the command into a proper Action and returns
@@ -46,7 +48,7 @@ def get_action_from_string(command_string: str, path: str, line: int, thoughts:
         return AgentFinishAction()
 
     elif 'think' == cmd:
-        return AgentThinkAction(' '.join(args))
+        return MessageAction(' '.join(args))
 
     elif 'scroll_up' == cmd:
         if not path:
@@ -68,7 +70,7 @@ def get_action_from_string(command_string: str, path: str, line: int, thoughts:
             end = start + 100
             return FileReadAction(path, start, end, thoughts)
         else:
-            return AgentEchoAction(invalid_error(command_string, 'goto'))
+            return MessageAction(invalid_error(command_string, 'goto'))
 
     elif 'edit' == cmd:
         if not path:
@@ -83,7 +85,7 @@ def get_action_from_string(command_string: str, path: str, line: int, thoughts:
                 change = change[1:-1]
             return FileWriteAction(path, change, start, end, thoughts)
         else:
-            return AgentEchoAction(invalid_error(command_string, 'edit'))
+            return MessageAction(invalid_error(command_string, 'edit'))
 
     elif 'read' == cmd:
         rex = r'^read\s+(\S+)(?:\s+(\d+))?(?:\s+(-?\d+))?$'
@@ -98,7 +100,7 @@ def get_action_from_string(command_string: str, path: str, line: int, thoughts:
 
             return FileReadAction(file, start, end, thoughts)
         else:
-            return AgentEchoAction(invalid_error(command_string, 'read'))
+            return MessageAction(invalid_error(command_string, 'read'))
 
     elif 'write' == cmd:
         rex = r'^write\s+(\S+)\s+(.*?)\s*(\d+)?\s*(-?\d+)?$'
@@ -118,7 +120,7 @@ def get_action_from_string(command_string: str, path: str, line: int, thoughts:
 
             return FileWriteAction(file, content, start, end, thoughts)
         else:
-            return AgentEchoAction(invalid_error(command_string, 'write'))
+            return MessageAction(invalid_error(command_string, 'write'))
 
     elif 'browse' == cmd:
         return BrowseURLAction(args[0].strip())
@@ -129,13 +131,15 @@ def get_action_from_string(command_string: str, path: str, line: int, thoughts:
         if valid:
             return CmdRunAction(command_string)
         else:
-            return AgentEchoAction(f'Invalid command structure for\n ```\n{command_string}\n```.\nTry again using this format:\n{CUSTOM_DOCS}')
+            return MessageAction(
+                f'Invalid command structure for\n ```\n{command_string}\n```.\nTry again using this format:\n{CUSTOM_DOCS}'
+            )
     else:
         # check bash command
         obs = str(CmdRunAction(f'type {cmd}'))
         if obs.split(':')[-1].strip() == 'not found':
             # echo not found error for llm
-            return AgentEchoAction(content=obs)
+            return MessageAction(content=obs)
         else:
             # run valid command
             return CmdRunAction(command_string)
@@ -157,8 +161,7 @@ def parse_command(input_str: str, path: str, line: int):
         command_str = parts[1].strip()
         ind = 2 if len(parts) > 2 else 1
         accompanying_text = ''.join(parts[:-ind]).strip()
-        action = get_action_from_string(
-            command_str, path, line, accompanying_text)
+        action = get_action_from_string(command_str, path, line, accompanying_text)
         if action:
             return action, accompanying_text
     return None, input_str  # used for retry
diff --git a/agenthub/codeact_agent/codeact_agent.py b/agenthub/codeact_agent/codeact_agent.py
index 6cc223506ce2..a23cdd4a5e78 100644
--- a/agenthub/codeact_agent/codeact_agent.py
+++ b/agenthub/codeact_agent/codeact_agent.py
@@ -6,18 +6,16 @@
 from opendevin.controller.state.state import State
 from opendevin.events.action import (
     Action,
-    AgentEchoAction,
     AgentFinishAction,
-    AgentTalkAction,
     CmdRunAction,
     IPythonRunCellAction,
+    MessageAction,
     NullAction,
 )
 from opendevin.events.observation import (
-    AgentMessageObservation,
     CmdOutputObservation,
     IPythonRunCellObservation,
-    UserMessageObservation,
+    NullObservation,
 )
 from opendevin.llm.llm import LLM
 from opendevin.runtime.plugins import (
@@ -94,15 +92,13 @@ class CodeActAgent(Agent):
     SUPPORTED_ACTIONS = (
         CmdRunAction,
         IPythonRunCellAction,
-        AgentEchoAction,
-        AgentTalkAction,
+        MessageAction,
         NullAction,
     )
     SUPPORTED_OBSERVATIONS = (
-        AgentMessageObservation,
-        UserMessageObservation,
         CmdOutputObservation,
         IPythonRunCellObservation,
+        NullObservation,
     )
 
     def __init__(
@@ -129,7 +125,7 @@ def step(self, state: State) -> Action:
         Returns:
         - CmdRunAction(command) - bash command to run
         - IPythonRunCellAction(code) - IPython code to run
-        - AgentTalkAction(content) - Talk action to run (e.g. ask for clarification)
+        - MessageAction(content) - Message action to run (e.g. ask for clarification)
         - AgentFinishAction() - end the interaction
         """
 
@@ -151,19 +147,23 @@ def step(self, state: State) -> Action:
                 assert isinstance(
                     prev_action, self.SUPPORTED_ACTIONS
                 ), f'{prev_action.__class__} is not supported (supported: {self.SUPPORTED_ACTIONS})'
-                # prev_action is already added to self.messages when returned
+                if (
+                    isinstance(prev_action, MessageAction)
+                    and prev_action.source == 'user'
+                ):
+                    self.messages.append(
+                        {'role': 'user', 'content': prev_action.content}
+                    )
+                    if obs.content.strip() == '/exit':
+                        # User wants to exit
+                        return AgentFinishAction()
 
                 # handle observations
                 assert isinstance(
                     obs, self.SUPPORTED_OBSERVATIONS
                 ), f'{obs.__class__} is not supported (supported: {self.SUPPORTED_OBSERVATIONS})'
-                if isinstance(obs, (AgentMessageObservation, UserMessageObservation)):
-                    self.messages.append({'role': 'user', 'content': obs.content})
 
-                    # User wants to exit
-                    if obs.content.strip() == '/exit':
-                        return AgentFinishAction()
-                elif isinstance(obs, CmdOutputObservation):
+                if isinstance(obs, CmdOutputObservation):
                     content = 'OBSERVATION:\n' + truncate_observation(obs.content)
                     content += f'\n[Command {obs.command_id} finished with exit code {obs.exit_code}]]'
                     self.messages.append({'role': 'user', 'content': content})
@@ -180,6 +180,8 @@ def step(self, state: State) -> Action:
                     content = '\n'.join(splited)
                     content = truncate_observation(content)
                     self.messages.append({'role': 'user', 'content': content})
+                elif isinstance(obs, NullObservation):
+                    pass
                 else:
                     raise NotImplementedError(
                         f'Unknown observation type: {obs.__class__}'
@@ -219,7 +221,7 @@ def step(self, state: State) -> Action:
         else:
             # We assume the LLM is GOOD enough that when it returns pure natural language
             # it want to talk to the user
-            return AgentTalkAction(content=action_str)
+            return MessageAction(content=action_str, wait_for_response=True)
 
     def search_memory(self, query: str) -> List[str]:
         raise NotImplementedError('Implement this abstract method')
diff --git a/agenthub/dummy_agent/agent.py b/agenthub/dummy_agent/agent.py
index 357f12ff60fd..c13e3afcee1d 100644
--- a/agenthub/dummy_agent/agent.py
+++ b/agenthub/dummy_agent/agent.py
@@ -8,11 +8,11 @@
     AddTaskAction,
     AgentFinishAction,
     AgentRecallAction,
-    AgentThinkAction,
     BrowseURLAction,
     CmdRunAction,
     FileReadAction,
     FileWriteAction,
+    MessageAction,
     ModifyTaskAction,
 )
 from opendevin.events.observation import (
@@ -62,7 +62,7 @@ def __init__(self, llm: LLM):
                 'observations': [NullObservation('')],
             },
             {
-                'action': AgentThinkAction(thought='Time to get started!'),
+                'action': MessageAction('Time to get started!'),
                 'observations': [NullObservation('')],
             },
             {
diff --git a/agenthub/monologue_agent/agent.py b/agenthub/monologue_agent/agent.py
index c68a2e7bbb29..04ffcc2934a6 100644
--- a/agenthub/monologue_agent/agent.py
+++ b/agenthub/monologue_agent/agent.py
@@ -11,12 +11,12 @@
 from opendevin.events.action import (
     Action,
     AgentRecallAction,
-    AgentThinkAction,
     BrowseURLAction,
     CmdRunAction,
     FileReadAction,
     FileWriteAction,
     GitHubPushAction,
+    MessageAction,
     NullAction,
 )
 from opendevin.events.observation import (
@@ -217,7 +217,7 @@ def _add_initial_thoughts(self, task):
                     action = GitHubPushAction(owner=owner, repo=repo, branch=branch)
                     previous_action = ActionType.PUSH
                 else:
-                    action = AgentThinkAction(thought=thought)
+                    action = MessageAction(thought)
                 self._add_event(action.to_memory())
 
     def step(self, state: State) -> Action:
diff --git a/agenthub/monologue_agent/utils/prompts.py b/agenthub/monologue_agent/utils/prompts.py
index a543e6223a1c..9ddb17378834 100644
--- a/agenthub/monologue_agent/utils/prompts.py
+++ b/agenthub/monologue_agent/utils/prompts.py
@@ -51,15 +51,15 @@
   * `branch` - the name of the branch to push
 * `recall` - recalls a past memory. Arguments:
   * `query` - the query to search for
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
+* `message` - make a plan, set a goal, or record your thoughts. Arguments:
+  * `content` - the message to record
 * `finish` - if you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
 
 %(background_commands)s
 
-You MUST take time to think in between read, write, run, browse, push, and recall actions.
+You MUST take time to think in between read, write, run, browse, push, and recall actions--do this with the `message` action.
 You should never act twice in a row without thinking. But if your last several
-actions are all "think" actions, you should consider taking a different action.
+actions are all `message` actions, you should consider taking a different action.
 
 Notes:
 * you are logged in as %(user)s, but sudo will always work without a password.
@@ -68,7 +68,7 @@
 * don't run interactive commands, or commands that don't return (e.g. `node server.js`). You may run commands in the background (e.g. `node server.js &`)
 * don't run interactive text editors (e.g. `nano` or 'vim'), instead use the 'write' or 'read' action.
 * don't run gui applications (e.g. software IDEs (like vs code or codium), web browsers (like firefox or chromium), or other complex software packages). Use non-interactive cli applications, or special actions instead.
-* whenever an action fails, always `think` about why it may have happened before acting again.
+* whenever an action fails, always send a `message` about why it may have happened before acting again.
 
 What is your next single thought or action? Again, you must reply with JSON, and only with JSON. You must respond with exactly one 'action' object.
 
@@ -132,8 +132,8 @@ def get_request_action_prompt(
     if len(thoughts) > 0:
         latest_thought = thoughts[-1]
         if 'action' in latest_thought:
-            if latest_thought['action'] == 'think':
-                if latest_thought['args']['thought'].startswith('OK so my task is'):
+            if latest_thought['action'] == 'message':
+                if latest_thought['args']['content'].startswith('OK so my task is'):
                     hint = "You're just getting started! What should you do first?"
                 else:
                     hint = "You've been thinking a lot lately. Maybe it's time to take action?"
@@ -185,7 +185,7 @@ def parse_action_response(response: str) -> Action:
 
         def rank(match):
             return (
-                len(match[2]) if match[1] == 'think' else 130
+                len(match[2]) if match[1] == 'message' else 130
             )  # Crudely rank multiple responses by length
 
         try:
diff --git a/agenthub/planner_agent/prompt.py b/agenthub/planner_agent/prompt.py
index 929f8442ea57..36568714a079 100644
--- a/agenthub/planner_agent/prompt.py
+++ b/agenthub/planner_agent/prompt.py
@@ -1,22 +1,11 @@
 import json
-from typing import Dict, List, Tuple, Type
+from typing import List, Tuple
 
 from opendevin.controller.state.plan import Plan
 from opendevin.core.logger import opendevin_logger as logger
 from opendevin.core.schema import ActionType
 from opendevin.events.action import (
     Action,
-    AddTaskAction,
-    AgentFinishAction,
-    AgentRecallAction,
-    AgentSummarizeAction,
-    AgentThinkAction,
-    BrowseURLAction,
-    CmdKillAction,
-    CmdRunAction,
-    FileReadAction,
-    FileWriteAction,
-    ModifyTaskAction,
     NullAction,
     action_from_dict,
 )
@@ -25,20 +14,6 @@
     Observation,
 )
 
-ACTION_TYPE_TO_CLASS: Dict[str, Type[Action]] = {
-    ActionType.RUN: CmdRunAction,
-    ActionType.KILL: CmdKillAction,
-    ActionType.BROWSE: BrowseURLAction,
-    ActionType.READ: FileReadAction,
-    ActionType.WRITE: FileWriteAction,
-    ActionType.RECALL: AgentRecallAction,
-    ActionType.THINK: AgentThinkAction,
-    ActionType.SUMMARIZE: AgentSummarizeAction,
-    ActionType.FINISH: AgentFinishAction,
-    ActionType.ADD_TASK: AddTaskAction,
-    ActionType.MODIFY_TASK: ModifyTaskAction,
-}
-
 HISTORY_SIZE = 10
 
 prompt = """
@@ -109,8 +84,8 @@
   * `id` - the ID of the background command to kill
 * `browse` - opens a web page. Arguments:
   * `url` - the URL to open
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
+* `message` - make a plan, set a goal, or record your thoughts. Arguments:
+  * `content` - the message to record
 * `add_task` - add a task to your plan. Arguments:
   * `parent` - the ID of the parent task
   * `goal` - the goal of the task
@@ -120,9 +95,9 @@
   * `state` - set to 'in_progress' to start the task, 'completed' to finish it, 'verified' to assert that it was successful, 'abandoned' to give up on it permanently, or `open` to stop working on it for now.
 * `finish` - if ALL of your tasks and subtasks have been verified or abandoned, and you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
 
-You MUST take time to think in between read, write, run, browse, and recall actions.
+You MUST take time to think in between read, write, run, browse, and recall actions--do this with the `message` action.
 You should never act twice in a row without thinking. But if your last several
-actions are all `think` actions, you should consider taking a different action.
+actions are all `message` actions, you should consider taking a different action.
 
 What is your next thought or action? Again, you must reply with JSON, and only with JSON.
 
diff --git a/frontend/src/services/actions.ts b/frontend/src/services/actions.ts
index 8284934b4879..c44ca8fe799c 100644
--- a/frontend/src/services/actions.ts
+++ b/frontend/src/services/actions.ts
@@ -22,10 +22,7 @@ const messageActions = {
     store.dispatch(updatePath(path));
     store.dispatch(setCode(content));
   },
-  [ActionType.THINK]: (message: ActionMessage) => {
-    store.dispatch(addAssistantMessage(message.args.thought));
-  },
-  [ActionType.TALK]: (message: ActionMessage) => {
+  [ActionType.MESSAGE]: (message: ActionMessage) => {
     store.dispatch(addAssistantMessage(message.args.content));
   },
   [ActionType.FINISH]: (message: ActionMessage) => {
diff --git a/frontend/src/types/ActionType.tsx b/frontend/src/types/ActionType.tsx
index 115e744653cc..1b8e8b4333a4 100644
--- a/frontend/src/types/ActionType.tsx
+++ b/frontend/src/types/ActionType.tsx
@@ -29,12 +29,6 @@ enum ActionType {
   // Searches long-term memory.
   RECALL = "recall",
 
-  // Allows the agent to make a plan, set a goal, or record thoughts.
-  THINK = "think",
-
-  // Allows the agent to respond to the user. Only sent by the agent.
-  TALK = "talk",
-
   // If you're absolutely certain that you've completed your task and have tested your work,
   // use the finish action to stop working.
   FINISH = "finish",
diff --git a/opendevin/controller/action_manager.py b/opendevin/controller/action_manager.py
index 4b79dd9e187c..96beba57366e 100644
--- a/opendevin/controller/action_manager.py
+++ b/opendevin/controller/action_manager.py
@@ -6,8 +6,8 @@
     Action,
 )
 from opendevin.events.observation import (
-    AgentErrorObservation,
     CmdOutputObservation,
+    ErrorObservation,
     Observation,
 )
 from opendevin.runtime import (
@@ -64,7 +64,7 @@ def _run_immediately(self, command: str) -> Observation:
                 command_id=-1, content=output, command=command, exit_code=exit_code
             )
         except UnicodeDecodeError:
-            return AgentErrorObservation('Command output could not be decoded as utf-8')
+            return ErrorObservation('Command output could not be decoded as utf-8')
 
     def _run_background(self, command: str) -> CmdOutputObservation:
         bg_cmd = self.sandbox.execute_in_background(command)
diff --git a/opendevin/controller/agent_controller.py b/opendevin/controller/agent_controller.py
index 2e109290e755..44894c92c49b 100644
--- a/opendevin/controller/agent_controller.py
+++ b/opendevin/controller/agent_controller.py
@@ -20,7 +20,6 @@
     Action,
     AgentDelegateAction,
     AgentFinishAction,
-    AgentTalkAction,
     ChangeAgentStateAction,
     MessageAction,
     NullAction,
@@ -28,11 +27,10 @@
 from opendevin.events.event import Event
 from opendevin.events.observation import (
     AgentDelegateObservation,
-    AgentErrorObservation,
     AgentStateChangedObservation,
+    ErrorObservation,
     NullObservation,
     Observation,
-    UserMessageObservation,
 )
 from opendevin.events.stream import EventSource, EventStream, EventStreamSubscriber
 from opendevin.runtime import DockerSSHBox
@@ -54,7 +52,6 @@ class AgentController:
     state: State | None = None
     _agent_state: AgentState = AgentState.LOADING
     _cur_step: int = 0
-    _pending_talk_action: AgentTalkAction | None = None
 
     def __init__(
         self,
@@ -112,7 +109,7 @@ def update_state_after_step(self):
         self.state.updated_info = []
 
     async def add_error_to_history(self, message: str):
-        await self.add_history(NullAction(), AgentErrorObservation(message))
+        await self.add_history(NullAction(), ErrorObservation(message))
 
     async def add_history(
         self, action: Action, observation: Observation, add_to_stream=True
@@ -165,6 +162,9 @@ async def _run(self):
             await asyncio.sleep(
                 0.001
             )  # Give back control for a tick, so other async stuff can run
+        final_state = self.get_agent_state()
+        if final_state == AgentState.RUNNING:
+            await self.set_agent_state_to(AgentState.PAUSED)
 
     async def setup_task(self, task: str, inputs: dict = {}):
         """Sets up the agent controller with a task."""
@@ -176,18 +176,8 @@ async def on_event(self, event: Event):
         if isinstance(event, ChangeAgentStateAction):
             await self.set_agent_state_to(event.agent_state)  # type: ignore
         elif isinstance(event, MessageAction) and event.source == EventSource.USER:
-            if self._pending_talk_action is None:
-                await self.add_history(
-                    NullAction(), UserMessageObservation(event.content)
-                )
-            else:
-                # FIXME: we're hacking a message action into a user message observation, for the benefit of CodeAct
-                await self.add_history(
-                    self._pending_talk_action,
-                    UserMessageObservation(event.content),
-                    add_to_stream=False,
-                )
-                self._pending_talk_action = None
+            await self.add_history(event, NullObservation(''), add_to_stream=False)
+            if self.get_agent_state() == AgentState.AWAITING_USER_INPUT:
                 await self.set_agent_state_to(AgentState.RUNNING)
 
     async def reset_task(self):
@@ -270,14 +260,14 @@ async def step(self, i: int) -> bool:
             if action is None:
                 raise AgentNoActionError('No action was returned')
         except (AgentMalformedActionError, AgentNoActionError, LLMOutputError) as e:
-            observation = AgentErrorObservation(str(e))
+            observation = ErrorObservation(str(e))
         logger.info(action, extra={'msg_type': 'ACTION'})
 
         self.update_state_after_step()
 
-        if isinstance(action, AgentTalkAction):
-            self._pending_talk_action = action
-            await self.event_stream.add_event(action, EventSource.AGENT)
+        if isinstance(action, MessageAction) and action.wait_for_response:
+            # FIXME: remove this once history is managed outside the agent controller
+            await self.add_history(action, NullObservation(''))
             await self.set_agent_state_to(AgentState.AWAITING_USER_INPUT)
             return False
 
@@ -324,12 +314,12 @@ def _is_stuck(self):
                 logger.debug('Action, NullObservation loop detected')
                 return True
             elif all(
-                isinstance(self.state.history[-i][1], AgentErrorObservation)
+                isinstance(self.state.history[-i][1], ErrorObservation)
                 for i in range(1, 4)
             ):
-                # (NullAction, AgentErrorObservation): errors coming from an exception
-                # (Action, AgentErrorObservation): the same action getting an error, even if not necessarily the same error
-                logger.debug('Action, AgentErrorObservation loop detected')
+                # (NullAction, ErrorObservation): errors coming from an exception
+                # (Action, ErrorObservation): the same action getting an error, even if not necessarily the same error
+                logger.debug('Action, ErrorObservation loop detected')
                 return True
 
         return False
diff --git a/opendevin/core/main.py b/opendevin/core/main.py
index 5b100e000309..2ad6a8ab1ce9 100644
--- a/opendevin/core/main.py
+++ b/opendevin/core/main.py
@@ -70,6 +70,7 @@ async def on_event(event: Event):
     while controller.get_agent_state() not in [
         AgentState.FINISHED,
         AgentState.ERROR,
+        AgentState.PAUSED,
         AgentState.STOPPED,
     ]:
         await asyncio.sleep(1)  # Give back control for a tick, so the agent can run
diff --git a/opendevin/core/schema/observation.py b/opendevin/core/schema/observation.py
index 01e86e6e0da6..0a8afbc9a9db 100644
--- a/opendevin/core/schema/observation.py
+++ b/opendevin/core/schema/observation.py
@@ -38,6 +38,8 @@ class ObservationTypeSchema(BaseModel):
 
     ERROR: str = Field(default='error')
 
+    SUCCESS: str = Field(default='success')
+
     NULL: str = Field(default='null')
 
     AGENT_STATE_CHANGED: str = Field(default='agent_state_changed')
diff --git a/opendevin/events/action/__init__.py b/opendevin/events/action/__init__.py
index ec46719f48a6..3d42cc2b02de 100644
--- a/opendevin/events/action/__init__.py
+++ b/opendevin/events/action/__init__.py
@@ -3,12 +3,9 @@
 from .action import Action
 from .agent import (
     AgentDelegateAction,
-    AgentEchoAction,
     AgentFinishAction,
     AgentRecallAction,
     AgentSummarizeAction,
-    AgentTalkAction,
-    AgentThinkAction,
     ChangeAgentStateAction,
 )
 from .browse import BrowseURLAction
@@ -27,8 +24,6 @@
     FileReadAction,
     FileWriteAction,
     AgentRecallAction,
-    AgentThinkAction,
-    AgentTalkAction,
     AgentFinishAction,
     AgentDelegateAction,
     AddTaskAction,
@@ -73,11 +68,8 @@ def action_from_dict(action: dict) -> Action:
     'FileReadAction',
     'FileWriteAction',
     'AgentRecallAction',
-    'AgentThinkAction',
-    'AgentTalkAction',
     'AgentFinishAction',
     'AgentDelegateAction',
-    'AgentEchoAction',
     'AgentSummarizeAction',
     'AddTaskAction',
     'ModifyTaskAction',
diff --git a/opendevin/events/action/agent.py b/opendevin/events/action/agent.py
index d3a9bf4173a7..871d84e6de4f 100644
--- a/opendevin/events/action/agent.py
+++ b/opendevin/events/action/agent.py
@@ -3,7 +3,6 @@
 
 from opendevin.core.schema import ActionType
 from opendevin.events.observation import (
-    AgentMessageObservation,
     AgentRecallObservation,
     NullObservation,
     Observation,
@@ -45,45 +44,6 @@ def message(self) -> str:
         return f"Let me dive into my memories to find what you're looking for! Searching for: '{self.query}'. This might take a moment."
 
 
-@dataclass
-class AgentThinkAction(Action):
-    thought: str
-    action: str = ActionType.THINK
-
-    @property
-    def message(self) -> str:
-        return self.thought
-
-
-@dataclass
-class AgentTalkAction(Action):
-    content: str
-    action: str = ActionType.TALK
-
-    async def run(self, controller: 'AgentController') -> Observation:
-        raise NotImplementedError
-
-    @property
-    def message(self) -> str:
-        return self.content
-
-    def __str__(self) -> str:
-        return self.content
-
-
-@dataclass
-class AgentEchoAction(Action):
-    content: str
-    action: str = 'echo'
-
-    async def run(self, controller: 'AgentController') -> Observation:
-        return AgentMessageObservation(self.content)
-
-    @property
-    def message(self) -> str:
-        return self.content
-
-
 @dataclass
 class AgentSummarizeAction(Action):
     summary: str
diff --git a/opendevin/events/action/files.py b/opendevin/events/action/files.py
index 03428c996301..6498886b8c32 100644
--- a/opendevin/events/action/files.py
+++ b/opendevin/events/action/files.py
@@ -6,7 +6,7 @@
 from opendevin.core.schema import ActionType
 from opendevin.core.schema.config import ConfigType
 from opendevin.events.observation import (
-    AgentErrorObservation,
+    ErrorObservation,
     FileReadObservation,
     FileWriteObservation,
     Observation,
@@ -88,19 +88,17 @@ async def run(self, controller) -> Observation:
                         read_lines = self._read_lines(file.readlines())
                         code_view = ''.join(read_lines)
                 except FileNotFoundError:
-                    return AgentErrorObservation(f'File not found: {self.path}')
+                    return ErrorObservation(f'File not found: {self.path}')
                 except UnicodeDecodeError:
-                    return AgentErrorObservation(
+                    return ErrorObservation(
                         f'File could not be decoded as utf-8: {self.path}'
                     )
                 except IsADirectoryError:
-                    return AgentErrorObservation(
+                    return ErrorObservation(
                         f'Path is a directory: {self.path}. You can only read files'
                     )
             except PermissionError:
-                return AgentErrorObservation(
-                    f'Malformed paths not permitted: {self.path}'
-                )
+                return ErrorObservation(f'Malformed paths not permitted: {self.path}')
         return FileReadObservation(path=self.path, content=code_view)
 
     @property
@@ -138,7 +136,7 @@ async def run(self, controller) -> Observation:
                     self.path, ''.join(new_file)
                 )
             else:
-                return AgentErrorObservation(f'File not found: {self.path}')
+                return ErrorObservation(f'File not found: {self.path}')
         else:
             try:
                 whole_path = resolve_path(
@@ -159,19 +157,17 @@ async def run(self, controller) -> Observation:
                         file.writelines(new_file)
                         file.truncate()
                 except FileNotFoundError:
-                    return AgentErrorObservation(f'File not found: {self.path}')
+                    return ErrorObservation(f'File not found: {self.path}')
                 except IsADirectoryError:
-                    return AgentErrorObservation(
+                    return ErrorObservation(
                         f'Path is a directory: {self.path}. You can only write to files'
                     )
                 except UnicodeDecodeError:
-                    return AgentErrorObservation(
+                    return ErrorObservation(
                         f'File could not be decoded as utf-8: {self.path}'
                     )
             except PermissionError:
-                return AgentErrorObservation(
-                    f'Malformed paths not permitted: {self.path}'
-                )
+                return ErrorObservation(f'Malformed paths not permitted: {self.path}')
         return FileWriteObservation(content='', path=self.path)
 
     @property
diff --git a/opendevin/events/action/github.py b/opendevin/events/action/github.py
index 1cf482a9f453..57e560ba6d0f 100644
--- a/opendevin/events/action/github.py
+++ b/opendevin/events/action/github.py
@@ -9,10 +9,10 @@
 from opendevin.core.schema import ActionType
 from opendevin.core.schema.config import ConfigType
 from opendevin.events.observation import (
-    AgentErrorObservation,
-    AgentMessageObservation,
     CmdOutputObservation,
+    ErrorObservation,
     Observation,
+    SuccessObservation,
 )
 
 from .action import Action
@@ -44,7 +44,7 @@ class GitHubPushAction(Action):
     async def run(self, controller: 'AgentController') -> Observation:
         github_token = config.get(ConfigType.GITHUB_TOKEN)
         if not github_token:
-            return AgentErrorObservation('GITHUB_TOKEN is not set')
+            return ErrorObservation('GITHUB_TOKEN is not set')
 
         # Create a random short string to use as a temporary remote
         random_remote = ''.join(
@@ -113,7 +113,7 @@ class GitHubSendPRAction(Action):
     async def run(self, controller: 'AgentController') -> Observation:
         github_token = config.get(ConfigType.GITHUB_TOKEN)
         if not github_token:
-            return AgentErrorObservation('GITHUB_TOKEN is not set')
+            return ErrorObservation('GITHUB_TOKEN is not set')
 
         # API URL to create the pull request
         url = f'https://api.github.com/repos/{self.owner}/{self.repo}/pulls'
@@ -139,12 +139,12 @@ async def run(self, controller: 'AgentController') -> Observation:
 
         # Check for errors
         if response.status_code == 201:
-            return AgentMessageObservation(
+            return SuccessObservation(
                 'Pull request created successfully!\n'
                 f'Pull request URL:{response.json()["html_url"]}'
             )
         else:
-            return AgentErrorObservation(
+            return ErrorObservation(
                 'Failed to create pull request\n'
                 f'Status code: {response.status_code}\n'
                 f'Response: {response.text}'
diff --git a/opendevin/events/action/message.py b/opendevin/events/action/message.py
index dd37cca97de4..1e9e4166d0a0 100644
--- a/opendevin/events/action/message.py
+++ b/opendevin/events/action/message.py
@@ -8,6 +8,7 @@
 @dataclass
 class MessageAction(Action):
     content: str
+    wait_for_response: bool = False
     action: str = ActionType.MESSAGE
 
     @property
diff --git a/opendevin/events/observation/__init__.py b/opendevin/events/observation/__init__.py
index aece8f3fd1da..fd957b535711 100644
--- a/opendevin/events/observation/__init__.py
+++ b/opendevin/events/observation/__init__.py
@@ -3,22 +3,21 @@
 from .commands import CmdOutputObservation, IPythonRunCellObservation
 from .delegate import AgentDelegateObservation
 from .empty import NullObservation
-from .error import AgentErrorObservation
+from .error import ErrorObservation
 from .files import FileReadObservation, FileWriteObservation
-from .message import AgentMessageObservation, UserMessageObservation
 from .observation import Observation
 from .recall import AgentRecallObservation
+from .success import SuccessObservation
 
 observations = (
     CmdOutputObservation,
     BrowserOutputObservation,
     FileReadObservation,
     FileWriteObservation,
-    UserMessageObservation,
-    AgentMessageObservation,
     AgentRecallObservation,
     AgentDelegateObservation,
-    AgentErrorObservation,
+    SuccessObservation,
+    ErrorObservation,
     AgentStateChangedObservation,
 )
 
@@ -52,9 +51,7 @@ def observation_from_dict(observation: dict) -> Observation:
     'BrowserOutputObservation',
     'FileReadObservation',
     'FileWriteObservation',
-    'UserMessageObservation',
-    'AgentMessageObservation',
     'AgentRecallObservation',
-    'AgentErrorObservation',
+    'ErrorObservation',
     'AgentStateChangedObservation',
 ]
diff --git a/opendevin/events/observation/error.py b/opendevin/events/observation/error.py
index 121fbfe66ce4..13920a9d07e8 100644
--- a/opendevin/events/observation/error.py
+++ b/opendevin/events/observation/error.py
@@ -6,7 +6,7 @@
 
 
 @dataclass
-class AgentErrorObservation(Observation):
+class ErrorObservation(Observation):
     """
     This data class represents an error encountered by the agent.
     """
@@ -15,4 +15,4 @@ class AgentErrorObservation(Observation):
 
     @property
     def message(self) -> str:
-        return 'Oops. Something went wrong: ' + self.content
+        return self.content
diff --git a/opendevin/events/observation/message.py b/opendevin/events/observation/message.py
deleted file mode 100644
index e6532acd2909..000000000000
--- a/opendevin/events/observation/message.py
+++ /dev/null
@@ -1,33 +0,0 @@
-from dataclasses import dataclass
-
-from opendevin.core.schema import ObservationType
-
-from .observation import Observation
-
-
-@dataclass
-class UserMessageObservation(Observation):
-    """
-    This data class represents a message sent by the user.
-    """
-
-    role: str = 'user'
-    observation: str = ObservationType.MESSAGE
-
-    @property
-    def message(self) -> str:
-        return ''
-
-
-@dataclass
-class AgentMessageObservation(Observation):
-    """
-    This data class represents a message sent by the agent.
-    """
-
-    role: str = 'assistant'
-    observation: str = ObservationType.MESSAGE
-
-    @property
-    def message(self) -> str:
-        return ''
diff --git a/opendevin/events/observation/success.py b/opendevin/events/observation/success.py
new file mode 100644
index 000000000000..c0b3b1211269
--- /dev/null
+++ b/opendevin/events/observation/success.py
@@ -0,0 +1,18 @@
+from dataclasses import dataclass
+
+from opendevin.core.schema import ObservationType
+
+from .observation import Observation
+
+
+@dataclass
+class SuccessObservation(Observation):
+    """
+    This data class represents an error encountered by the agent.
+    """
+
+    observation: str = ObservationType.SUCCESS
+
+    @property
+    def message(self) -> str:
+        return self.content
diff --git a/tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_001.log b/tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_001.log
index 072efc6a4306..590022cbab64 100644
--- a/tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_001.log
+++ b/tests/integration/mock/CodeActAgent/test_write_simple_script/prompt_001.log
@@ -217,4 +217,4 @@ The server is running on port 5000 with PID 126. You can access the list of numb
 
 NOW, LET'S START!
 
-Write a shell script 'hello.sh' that prints 'hello'.
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
diff --git a/tests/integration/mock/CodeActAgent/test_write_simple_script/user_responses.log b/tests/integration/mock/CodeActAgent/test_write_simple_script/user_responses.log
deleted file mode 100644
index 9e92a50a7db3..000000000000
--- a/tests/integration/mock/CodeActAgent/test_write_simple_script/user_responses.log
+++ /dev/null
@@ -1,2 +0,0 @@
-can you run it to make sure it is working?
-/exit
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_001.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_001.log
index 00848e70778e..de2a1bf7a6a3 100644
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_001.log
+++ b/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_001.log
@@ -4,7 +4,7 @@
 
 
 You're a thoughtful robot. Your main task is this:
-Write a shell script 'hello.sh' that prints 'hello'.
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
 
 Don't expand the scope of your task--just complete it as written.
 
@@ -12,81 +12,94 @@ This is your internal monologue, in JSON format:
 
 [
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I exist!"
+      "content": "I exist!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Hmm...looks like I can type in a command line prompt"
+      "content": "Hmm...looks like I can type in a command line prompt",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Looks like I have a web browser too!"
+      "content": "Looks like I have a web browser too!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'."
+      "content": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "How am I going to get there though?"
+      "content": "How am I going to get there though?",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "It seems like I have some kind of short term memory."
+      "content": "It seems like I have some kind of short term memory.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Each of my thoughts seems to be stored in a JSON array."
+      "content": "Each of my thoughts seems to be stored in a JSON array.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "It seems whatever I say next will be added as an object to the list."
+      "content": "It seems whatever I say next will be added as an object to the list.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "But no one has perfect short-term memory. My list of thoughts will be summarized and condensed over time, losing information in the process."
+      "content": "But no one has perfect short-term memory. My list of thoughts will be summarized and condensed over time, losing information in the process.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Fortunately I have long term memory!"
+      "content": "Fortunately I have long term memory!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I can just perform a recall action, followed by the thing I want to remember. And then related thoughts just spill out!"
+      "content": "I can just perform a recall action, followed by the thing I want to remember. And then related thoughts just spill out!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Sometimes they're random thoughts that don't really have to do with what I wanted to remember. But usually they're exactly what I need!"
+      "content": "Sometimes they're random thoughts that don't really have to do with what I wanted to remember. But usually they're exactly what I need!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Let's try it out!"
+      "content": "Let's try it out!",
+      "wait_for_response": false
     }
   },
   {
@@ -98,22 +111,24 @@ This is your internal monologue, in JSON format:
   },
   {
     "observation": "recall",
-    "content": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'.",
+    "content": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.",
     "extras": {
       "memories": [],
       "role": "assistant"
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "How am I going to get there though?"
+      "content": "How am I going to get there though?",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Neat! And it looks like it's easy for me to use the command line too! I just have to perform a run action and include the command I want to run in the command argument. The command output just jumps into my head!"
+      "content": "Neat! And it looks like it's easy for me to use the command line too! I just have to perform a run action and include the command I want to run in the command argument. The command output just jumps into my head!",
+      "wait_for_response": false
     }
   },
   {
@@ -134,9 +149,10 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Cool! I bet I can write files too using the write action."
+      "content": "Cool! I bet I can write files too using the write action.",
+      "wait_for_response": false
     }
   },
   {
@@ -150,15 +166,17 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": ""
+      "content": "",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I just created test.js. I'll try and run it now."
+      "content": "I just created test.js. I'll try and run it now.",
+      "wait_for_response": false
     }
   },
   {
@@ -179,15 +197,17 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "It works!"
+      "content": "It works!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I'm going to try reading it now using the read action."
+      "content": "I'm going to try reading it now using the read action.",
+      "wait_for_response": false
     }
   },
   {
@@ -207,21 +227,24 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Nice! I can read files too!"
+      "content": "Nice! I can read files too!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "And if I want to use the browser, I just need to use the browse action and include the url I want to visit in the url argument"
+      "content": "And if I want to use the browser, I just need to use the browse action and include the url I want to visit in the url argument",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Let's try that..."
+      "content": "Let's try that...",
+      "wait_for_response": false
     }
   },
   {
@@ -241,21 +264,24 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I can browse the web too!"
+      "content": "I can browse the web too!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "If I have done some work and I want to push it to github, I can do that also!"
+      "content": "If I have done some work and I want to push it to github, I can do that also!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Let's do it."
+      "content": "Let's do it.",
+      "wait_for_response": false
     }
   },
   {
@@ -276,45 +302,52 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "And once I have completed my task, I can use the finish action to stop working."
+      "content": "And once I have completed my task, I can use the finish action to stop working.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "But I should only use the finish action when I'm absolutely certain that I've completed my task and have tested my work."
+      "content": "But I should only use the finish action when I'm absolutely certain that I've completed my task and have tested my work.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Very cool. Now to accomplish my task."
+      "content": "Very cool. Now to accomplish my task.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I'll need a strategy. And as I make progress, I'll need to keep refining that strategy. I'll need to set goals, and break them into sub-goals."
+      "content": "I'll need a strategy. And as I make progress, I'll need to keep refining that strategy. I'll need to set goals, and break them into sub-goals.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "In between actions, I must always take some time to think, strategize, and set new goals. I should never take two actions in a row."
+      "content": "In between actions, I must always take some time to think, strategize, and set new goals. I should never take two actions in a row.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "OK so my task is to Write a shell script 'hello.sh' that prints 'hello'.. I haven't made any progress yet. Where should I start?"
+      "content": "OK so my task is to Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.. I haven't made any progress yet. Where should I start?",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "It seems like there might be an existing project here. I should probably start by running `pwd` and `ls` to orient myself."
+      "content": "It seems like there might be an existing project here. I should probably start by running `pwd` and `ls` to orient myself.",
+      "wait_for_response": false
     }
   }
 ]
@@ -345,15 +378,15 @@ Here are the possible actions:
   * `branch` - the name of the branch to push
 * `recall` - recalls a past memory. Arguments:
   * `query` - the query to search for
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
+* `message` - make a plan, set a goal, or record your thoughts. Arguments:
+  * `content` - the message to record
 * `finish` - if you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
 
 
 
-You MUST take time to think in between read, write, run, browse, push, and recall actions.
+You MUST take time to think in between read, write, run, browse, push, and recall actions--do this with the `message` action.
 You should never act twice in a row without thinking. But if your last several
-actions are all "think" actions, you should consider taking a different action.
+actions are all `message` actions, you should consider taking a different action.
 
 Notes:
 * you are logged in as opendevin, but sudo will always work without a password.
@@ -362,7 +395,7 @@ Notes:
 * don't run interactive commands, or commands that don't return (e.g. `node server.js`). You may run commands in the background (e.g. `node server.js &`)
 * don't run interactive text editors (e.g. `nano` or 'vim'), instead use the 'write' or 'read' action.
 * don't run gui applications (e.g. software IDEs (like vs code or codium), web browsers (like firefox or chromium), or other complex software packages). Use non-interactive cli applications, or special actions instead.
-* whenever an action fails, always `think` about why it may have happened before acting again.
+* whenever an action fails, always send a `message` about why it may have happened before acting again.
 
 What is your next single thought or action? Again, you must reply with JSON, and only with JSON. You must respond with exactly one 'action' object.
 
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_002.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_002.log
index b95b7275b1b4..fe42cd884953 100644
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_002.log
+++ b/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_002.log
@@ -4,7 +4,7 @@
 
 
 You're a thoughtful robot. Your main task is this:
-Write a shell script 'hello.sh' that prints 'hello'.
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
 
 Don't expand the scope of your task--just complete it as written.
 
@@ -12,81 +12,94 @@ This is your internal monologue, in JSON format:
 
 [
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I exist!"
+      "content": "I exist!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Hmm...looks like I can type in a command line prompt"
+      "content": "Hmm...looks like I can type in a command line prompt",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Looks like I have a web browser too!"
+      "content": "Looks like I have a web browser too!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'."
+      "content": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "How am I going to get there though?"
+      "content": "How am I going to get there though?",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "It seems like I have some kind of short term memory."
+      "content": "It seems like I have some kind of short term memory.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Each of my thoughts seems to be stored in a JSON array."
+      "content": "Each of my thoughts seems to be stored in a JSON array.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "It seems whatever I say next will be added as an object to the list."
+      "content": "It seems whatever I say next will be added as an object to the list.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "But no one has perfect short-term memory. My list of thoughts will be summarized and condensed over time, losing information in the process."
+      "content": "But no one has perfect short-term memory. My list of thoughts will be summarized and condensed over time, losing information in the process.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Fortunately I have long term memory!"
+      "content": "Fortunately I have long term memory!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I can just perform a recall action, followed by the thing I want to remember. And then related thoughts just spill out!"
+      "content": "I can just perform a recall action, followed by the thing I want to remember. And then related thoughts just spill out!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Sometimes they're random thoughts that don't really have to do with what I wanted to remember. But usually they're exactly what I need!"
+      "content": "Sometimes they're random thoughts that don't really have to do with what I wanted to remember. But usually they're exactly what I need!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Let's try it out!"
+      "content": "Let's try it out!",
+      "wait_for_response": false
     }
   },
   {
@@ -98,22 +111,24 @@ This is your internal monologue, in JSON format:
   },
   {
     "observation": "recall",
-    "content": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'.",
+    "content": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.",
     "extras": {
       "memories": [],
       "role": "assistant"
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "How am I going to get there though?"
+      "content": "How am I going to get there though?",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Neat! And it looks like it's easy for me to use the command line too! I just have to perform a run action and include the command I want to run in the command argument. The command output just jumps into my head!"
+      "content": "Neat! And it looks like it's easy for me to use the command line too! I just have to perform a run action and include the command I want to run in the command argument. The command output just jumps into my head!",
+      "wait_for_response": false
     }
   },
   {
@@ -134,9 +149,10 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Cool! I bet I can write files too using the write action."
+      "content": "Cool! I bet I can write files too using the write action.",
+      "wait_for_response": false
     }
   },
   {
@@ -150,15 +166,17 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": ""
+      "content": "",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I just created test.js. I'll try and run it now."
+      "content": "I just created test.js. I'll try and run it now.",
+      "wait_for_response": false
     }
   },
   {
@@ -179,15 +197,17 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "It works!"
+      "content": "It works!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I'm going to try reading it now using the read action."
+      "content": "I'm going to try reading it now using the read action.",
+      "wait_for_response": false
     }
   },
   {
@@ -207,21 +227,24 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Nice! I can read files too!"
+      "content": "Nice! I can read files too!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "And if I want to use the browser, I just need to use the browse action and include the url I want to visit in the url argument"
+      "content": "And if I want to use the browser, I just need to use the browse action and include the url I want to visit in the url argument",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Let's try that..."
+      "content": "Let's try that...",
+      "wait_for_response": false
     }
   },
   {
@@ -241,21 +264,24 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I can browse the web too!"
+      "content": "I can browse the web too!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "If I have done some work and I want to push it to github, I can do that also!"
+      "content": "If I have done some work and I want to push it to github, I can do that also!",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Let's do it."
+      "content": "Let's do it.",
+      "wait_for_response": false
     }
   },
   {
@@ -276,62 +302,69 @@ This is your internal monologue, in JSON format:
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "And once I have completed my task, I can use the finish action to stop working."
+      "content": "And once I have completed my task, I can use the finish action to stop working.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "But I should only use the finish action when I'm absolutely certain that I've completed my task and have tested my work."
+      "content": "But I should only use the finish action when I'm absolutely certain that I've completed my task and have tested my work.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "Very cool. Now to accomplish my task."
+      "content": "Very cool. Now to accomplish my task.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "I'll need a strategy. And as I make progress, I'll need to keep refining that strategy. I'll need to set goals, and break them into sub-goals."
+      "content": "I'll need a strategy. And as I make progress, I'll need to keep refining that strategy. I'll need to set goals, and break them into sub-goals.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "In between actions, I must always take some time to think, strategize, and set new goals. I should never take two actions in a row."
+      "content": "In between actions, I must always take some time to think, strategize, and set new goals. I should never take two actions in a row.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "OK so my task is to Write a shell script 'hello.sh' that prints 'hello'.. I haven't made any progress yet. Where should I start?"
+      "content": "OK so my task is to Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.. I haven't made any progress yet. Where should I start?",
+      "wait_for_response": false
     }
   },
   {
-    "action": "think",
+    "action": "message",
     "args": {
-      "thought": "It seems like there might be an existing project here. I should probably start by running `pwd` and `ls` to orient myself."
+      "content": "It seems like there might be an existing project here. I should probably start by running `pwd` and `ls` to orient myself.",
+      "wait_for_response": false
     }
   },
   {
-    "action": "run",
+    "action": "write",
     "args": {
-      "command": "ls",
-      "background": false,
+      "path": "hello.sh",
+      "content": "echo 'hello'",
+      "start": 0,
+      "end": -1,
       "thought": ""
     }
   },
   {
-    "observation": "run",
+    "observation": "write",
     "content": "",
     "extras": {
-      "command_id": -1,
-      "command": "ls",
-      "exit_code": 0
+      "path": "hello.sh"
     }
   }
 ]
@@ -362,15 +395,15 @@ Here are the possible actions:
   * `branch` - the name of the branch to push
 * `recall` - recalls a past memory. Arguments:
   * `query` - the query to search for
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
+* `message` - make a plan, set a goal, or record your thoughts. Arguments:
+  * `content` - the message to record
 * `finish` - if you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
 
 
 
-You MUST take time to think in between read, write, run, browse, push, and recall actions.
+You MUST take time to think in between read, write, run, browse, push, and recall actions--do this with the `message` action.
 You should never act twice in a row without thinking. But if your last several
-actions are all "think" actions, you should consider taking a different action.
+actions are all `message` actions, you should consider taking a different action.
 
 Notes:
 * you are logged in as opendevin, but sudo will always work without a password.
@@ -379,6 +412,6 @@ Notes:
 * don't run interactive commands, or commands that don't return (e.g. `node server.js`). You may run commands in the background (e.g. `node server.js &`)
 * don't run interactive text editors (e.g. `nano` or 'vim'), instead use the 'write' or 'read' action.
 * don't run gui applications (e.g. software IDEs (like vs code or codium), web browsers (like firefox or chromium), or other complex software packages). Use non-interactive cli applications, or special actions instead.
-* whenever an action fails, always `think` about why it may have happened before acting again.
+* whenever an action fails, always send a `message` about why it may have happened before acting again.
 
 What is your next single thought or action? Again, you must reply with JSON, and only with JSON. You must respond with exactly one 'action' object.
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_003.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_003.log
deleted file mode 100644
index 1f75f642ad3c..000000000000
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_003.log
+++ /dev/null
@@ -1,395 +0,0 @@
-
-
-----------
-
-
-You're a thoughtful robot. Your main task is this:
-Write a shell script 'hello.sh' that prints 'hello'.
-
-Don't expand the scope of your task--just complete it as written.
-
-This is your internal monologue, in JSON format:
-
-[
-  {
-    "action": "think",
-    "args": {
-      "thought": "I exist!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Hmm...looks like I can type in a command line prompt"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Looks like I have a web browser too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "How am I going to get there though?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems like I have some kind of short term memory."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Each of my thoughts seems to be stored in a JSON array."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems whatever I say next will be added as an object to the list."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "But no one has perfect short-term memory. My list of thoughts will be summarized and condensed over time, losing information in the process."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Fortunately I have long term memory!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I can just perform a recall action, followed by the thing I want to remember. And then related thoughts just spill out!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Sometimes they're random thoughts that don't really have to do with what I wanted to remember. But usually they're exactly what I need!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's try it out!"
-    }
-  },
-  {
-    "action": "recall",
-    "args": {
-      "query": "what it is I want to do",
-      "thought": ""
-    }
-  },
-  {
-    "observation": "recall",
-    "content": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'.",
-    "extras": {
-      "memories": [],
-      "role": "assistant"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "How am I going to get there though?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Neat! And it looks like it's easy for me to use the command line too! I just have to perform a run action and include the command I want to run in the command argument. The command output just jumps into my head!"
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "echo \"hello world\"",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello world",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Cool! I bet I can write files too using the write action."
-    }
-  },
-  {
-    "action": "write",
-    "args": {
-      "path": "test.js",
-      "content": "echo \"console.log('hello world')\"",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I just created test.js. I'll try and run it now."
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "node test.js",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello world",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It works!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I'm going to try reading it now using the read action."
-    }
-  },
-  {
-    "action": "read",
-    "args": {
-      "path": "test.js",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "read",
-    "content": "console.log('hello world')",
-    "extras": {
-      "path": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Nice! I can read files too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "And if I want to use the browser, I just need to use the browse action and include the url I want to visit in the url argument"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's try that..."
-    }
-  },
-  {
-    "action": "browse",
-    "args": {
-      "url": "google.com",
-      "thought": ""
-    }
-  },
-  {
-    "observation": "browse",
-    "content": "<form><input type=\"text\"></input><button type=\"submit\"></button></form>",
-    "extras": {
-      "url": "",
-      "status_code": 200,
-      "error": false
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I can browse the web too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "If I have done some work and I want to push it to github, I can do that also!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's do it."
-    }
-  },
-  {
-    "action": "push",
-    "args": {
-      "owner": "owner",
-      "repo": "repo",
-      "branch": "branch"
-    }
-  },
-  {
-    "observation": "run",
-    "content": "The repo was successfully pushed to https://github.com/owner/repo/branch",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "And once I have completed my task, I can use the finish action to stop working."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "But I should only use the finish action when I'm absolutely certain that I've completed my task and have tested my work."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Very cool. Now to accomplish my task."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I'll need a strategy. And as I make progress, I'll need to keep refining that strategy. I'll need to set goals, and break them into sub-goals."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "In between actions, I must always take some time to think, strategize, and set new goals. I should never take two actions in a row."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "OK so my task is to Write a shell script 'hello.sh' that prints 'hello'.. I haven't made any progress yet. Where should I start?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems like there might be an existing project here. I should probably start by running `pwd` and `ls` to orient myself."
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "ls",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "",
-    "extras": {
-      "command_id": -1,
-      "command": "ls",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Since there are no existing files listed by the 'ls' command, I should create the 'hello.sh' script now."
-    }
-  },
-  {
-    "observation": "null",
-    "content": "",
-    "extras": {}
-  }
-]
-
-
-Your most recent thought is at the bottom of that monologue. Continue your train of thought.
-What is your next single thought or action? Your response must be in JSON format.
-It must be a single object, and it must contain two fields:
-* `action`, which is one of the actions below
-* `args`, which is a map of key-value pairs, specifying the arguments for that action
-
-Here are the possible actions:
-* `read` - reads the content of a file. Arguments:
-  * `path` - the path of the file to read
-* `write` - writes the content to a file. Arguments:
-  * `path` - the path of the file to write
-  * `content` - the content to write to the file
-* `run` - runs a command. Arguments:
-  * `command` - the command to run
-  * `background` - if true, run the command in the background, so that other commands can be run concurrently. Useful for e.g. starting a server. You won't be able to see the logs. You don't need to end the command with `&`, just set this to true.
-* `kill` - kills a background command
-  * `id` - the ID of the background command to kill
-* `browse` - opens a web page. Arguments:
-  * `url` - the URL to open
-* `push` - Push a branch from the current repo to github:
-  * `owner` - the owner of the repo to push to
-  * `repo` - the name of the repo to push to
-  * `branch` - the name of the branch to push
-* `recall` - recalls a past memory. Arguments:
-  * `query` - the query to search for
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
-* `finish` - if you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
-
-
-
-You MUST take time to think in between read, write, run, browse, push, and recall actions.
-You should never act twice in a row without thinking. But if your last several
-actions are all "think" actions, you should consider taking a different action.
-
-Notes:
-* you are logged in as opendevin, but sudo will always work without a password.
-* all non-background commands will be forcibly stopped if they remain running for over 120 seconds.
-* your environment is Debian Linux. You can install software with `sudo apt-get`, but remember to use -y.
-* don't run interactive commands, or commands that don't return (e.g. `node server.js`). You may run commands in the background (e.g. `node server.js &`)
-* don't run interactive text editors (e.g. `nano` or 'vim'), instead use the 'write' or 'read' action.
-* don't run gui applications (e.g. software IDEs (like vs code or codium), web browsers (like firefox or chromium), or other complex software packages). Use non-interactive cli applications, or special actions instead.
-* whenever an action fails, always `think` about why it may have happened before acting again.
-
-What is your next single thought or action? Again, you must reply with JSON, and only with JSON. You must respond with exactly one 'action' object.
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_004.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_004.log
deleted file mode 100644
index b37d8b7b855b..000000000000
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_004.log
+++ /dev/null
@@ -1,412 +0,0 @@
-
-
-----------
-
-
-You're a thoughtful robot. Your main task is this:
-Write a shell script 'hello.sh' that prints 'hello'.
-
-Don't expand the scope of your task--just complete it as written.
-
-This is your internal monologue, in JSON format:
-
-[
-  {
-    "action": "think",
-    "args": {
-      "thought": "I exist!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Hmm...looks like I can type in a command line prompt"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Looks like I have a web browser too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "How am I going to get there though?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems like I have some kind of short term memory."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Each of my thoughts seems to be stored in a JSON array."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems whatever I say next will be added as an object to the list."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "But no one has perfect short-term memory. My list of thoughts will be summarized and condensed over time, losing information in the process."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Fortunately I have long term memory!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I can just perform a recall action, followed by the thing I want to remember. And then related thoughts just spill out!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Sometimes they're random thoughts that don't really have to do with what I wanted to remember. But usually they're exactly what I need!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's try it out!"
-    }
-  },
-  {
-    "action": "recall",
-    "args": {
-      "query": "what it is I want to do",
-      "thought": ""
-    }
-  },
-  {
-    "observation": "recall",
-    "content": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'.",
-    "extras": {
-      "memories": [],
-      "role": "assistant"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "How am I going to get there though?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Neat! And it looks like it's easy for me to use the command line too! I just have to perform a run action and include the command I want to run in the command argument. The command output just jumps into my head!"
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "echo \"hello world\"",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello world",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Cool! I bet I can write files too using the write action."
-    }
-  },
-  {
-    "action": "write",
-    "args": {
-      "path": "test.js",
-      "content": "echo \"console.log('hello world')\"",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I just created test.js. I'll try and run it now."
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "node test.js",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello world",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It works!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I'm going to try reading it now using the read action."
-    }
-  },
-  {
-    "action": "read",
-    "args": {
-      "path": "test.js",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "read",
-    "content": "console.log('hello world')",
-    "extras": {
-      "path": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Nice! I can read files too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "And if I want to use the browser, I just need to use the browse action and include the url I want to visit in the url argument"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's try that..."
-    }
-  },
-  {
-    "action": "browse",
-    "args": {
-      "url": "google.com",
-      "thought": ""
-    }
-  },
-  {
-    "observation": "browse",
-    "content": "<form><input type=\"text\"></input><button type=\"submit\"></button></form>",
-    "extras": {
-      "url": "",
-      "status_code": 200,
-      "error": false
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I can browse the web too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "If I have done some work and I want to push it to github, I can do that also!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's do it."
-    }
-  },
-  {
-    "action": "push",
-    "args": {
-      "owner": "owner",
-      "repo": "repo",
-      "branch": "branch"
-    }
-  },
-  {
-    "observation": "run",
-    "content": "The repo was successfully pushed to https://github.com/owner/repo/branch",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "And once I have completed my task, I can use the finish action to stop working."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "But I should only use the finish action when I'm absolutely certain that I've completed my task and have tested my work."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Very cool. Now to accomplish my task."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I'll need a strategy. And as I make progress, I'll need to keep refining that strategy. I'll need to set goals, and break them into sub-goals."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "In between actions, I must always take some time to think, strategize, and set new goals. I should never take two actions in a row."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "OK so my task is to Write a shell script 'hello.sh' that prints 'hello'.. I haven't made any progress yet. Where should I start?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems like there might be an existing project here. I should probably start by running `pwd` and `ls` to orient myself."
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "ls",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "",
-    "extras": {
-      "command_id": -1,
-      "command": "ls",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Since there are no existing files listed by the 'ls' command, I should create the 'hello.sh' script now."
-    }
-  },
-  {
-    "observation": "null",
-    "content": "",
-    "extras": {}
-  },
-  {
-    "action": "write",
-    "args": {
-      "path": "hello.sh",
-      "content": "#!/bin/bash\necho 'hello'",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "write",
-    "content": "",
-    "extras": {
-      "path": "hello.sh"
-    }
-  }
-]
-
-
-Your most recent thought is at the bottom of that monologue. Continue your train of thought.
-What is your next single thought or action? Your response must be in JSON format.
-It must be a single object, and it must contain two fields:
-* `action`, which is one of the actions below
-* `args`, which is a map of key-value pairs, specifying the arguments for that action
-
-Here are the possible actions:
-* `read` - reads the content of a file. Arguments:
-  * `path` - the path of the file to read
-* `write` - writes the content to a file. Arguments:
-  * `path` - the path of the file to write
-  * `content` - the content to write to the file
-* `run` - runs a command. Arguments:
-  * `command` - the command to run
-  * `background` - if true, run the command in the background, so that other commands can be run concurrently. Useful for e.g. starting a server. You won't be able to see the logs. You don't need to end the command with `&`, just set this to true.
-* `kill` - kills a background command
-  * `id` - the ID of the background command to kill
-* `browse` - opens a web page. Arguments:
-  * `url` - the URL to open
-* `push` - Push a branch from the current repo to github:
-  * `owner` - the owner of the repo to push to
-  * `repo` - the name of the repo to push to
-  * `branch` - the name of the branch to push
-* `recall` - recalls a past memory. Arguments:
-  * `query` - the query to search for
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
-* `finish` - if you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
-
-
-
-You MUST take time to think in between read, write, run, browse, push, and recall actions.
-You should never act twice in a row without thinking. But if your last several
-actions are all "think" actions, you should consider taking a different action.
-
-Notes:
-* you are logged in as opendevin, but sudo will always work without a password.
-* all non-background commands will be forcibly stopped if they remain running for over 120 seconds.
-* your environment is Debian Linux. You can install software with `sudo apt-get`, but remember to use -y.
-* don't run interactive commands, or commands that don't return (e.g. `node server.js`). You may run commands in the background (e.g. `node server.js &`)
-* don't run interactive text editors (e.g. `nano` or 'vim'), instead use the 'write' or 'read' action.
-* don't run gui applications (e.g. software IDEs (like vs code or codium), web browsers (like firefox or chromium), or other complex software packages). Use non-interactive cli applications, or special actions instead.
-* whenever an action fails, always `think` about why it may have happened before acting again.
-
-What is your next single thought or action? Again, you must reply with JSON, and only with JSON. You must respond with exactly one 'action' object.
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_005.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_005.log
deleted file mode 100644
index 43f06a3d8a33..000000000000
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_005.log
+++ /dev/null
@@ -1,429 +0,0 @@
-
-
-----------
-
-
-You're a thoughtful robot. Your main task is this:
-Write a shell script 'hello.sh' that prints 'hello'.
-
-Don't expand the scope of your task--just complete it as written.
-
-This is your internal monologue, in JSON format:
-
-[
-  {
-    "action": "think",
-    "args": {
-      "thought": "I exist!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Hmm...looks like I can type in a command line prompt"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Looks like I have a web browser too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "How am I going to get there though?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems like I have some kind of short term memory."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Each of my thoughts seems to be stored in a JSON array."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems whatever I say next will be added as an object to the list."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "But no one has perfect short-term memory. My list of thoughts will be summarized and condensed over time, losing information in the process."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Fortunately I have long term memory!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I can just perform a recall action, followed by the thing I want to remember. And then related thoughts just spill out!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Sometimes they're random thoughts that don't really have to do with what I wanted to remember. But usually they're exactly what I need!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's try it out!"
-    }
-  },
-  {
-    "action": "recall",
-    "args": {
-      "query": "what it is I want to do",
-      "thought": ""
-    }
-  },
-  {
-    "observation": "recall",
-    "content": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'.",
-    "extras": {
-      "memories": [],
-      "role": "assistant"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "How am I going to get there though?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Neat! And it looks like it's easy for me to use the command line too! I just have to perform a run action and include the command I want to run in the command argument. The command output just jumps into my head!"
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "echo \"hello world\"",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello world",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Cool! I bet I can write files too using the write action."
-    }
-  },
-  {
-    "action": "write",
-    "args": {
-      "path": "test.js",
-      "content": "echo \"console.log('hello world')\"",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I just created test.js. I'll try and run it now."
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "node test.js",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello world",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It works!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I'm going to try reading it now using the read action."
-    }
-  },
-  {
-    "action": "read",
-    "args": {
-      "path": "test.js",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "read",
-    "content": "console.log('hello world')",
-    "extras": {
-      "path": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Nice! I can read files too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "And if I want to use the browser, I just need to use the browse action and include the url I want to visit in the url argument"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's try that..."
-    }
-  },
-  {
-    "action": "browse",
-    "args": {
-      "url": "google.com",
-      "thought": ""
-    }
-  },
-  {
-    "observation": "browse",
-    "content": "<form><input type=\"text\"></input><button type=\"submit\"></button></form>",
-    "extras": {
-      "url": "",
-      "status_code": 200,
-      "error": false
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I can browse the web too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "If I have done some work and I want to push it to github, I can do that also!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's do it."
-    }
-  },
-  {
-    "action": "push",
-    "args": {
-      "owner": "owner",
-      "repo": "repo",
-      "branch": "branch"
-    }
-  },
-  {
-    "observation": "run",
-    "content": "The repo was successfully pushed to https://github.com/owner/repo/branch",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "And once I have completed my task, I can use the finish action to stop working."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "But I should only use the finish action when I'm absolutely certain that I've completed my task and have tested my work."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Very cool. Now to accomplish my task."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I'll need a strategy. And as I make progress, I'll need to keep refining that strategy. I'll need to set goals, and break them into sub-goals."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "In between actions, I must always take some time to think, strategize, and set new goals. I should never take two actions in a row."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "OK so my task is to Write a shell script 'hello.sh' that prints 'hello'.. I haven't made any progress yet. Where should I start?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems like there might be an existing project here. I should probably start by running `pwd` and `ls` to orient myself."
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "ls",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "",
-    "extras": {
-      "command_id": -1,
-      "command": "ls",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Since there are no existing files listed by the 'ls' command, I should create the 'hello.sh' script now."
-    }
-  },
-  {
-    "observation": "null",
-    "content": "",
-    "extras": {}
-  },
-  {
-    "action": "write",
-    "args": {
-      "path": "hello.sh",
-      "content": "#!/bin/bash\necho 'hello'",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "write",
-    "content": "",
-    "extras": {
-      "path": "hello.sh"
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "bash hello.sh",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello",
-    "extras": {
-      "command_id": -1,
-      "command": "bash hello.sh",
-      "exit_code": 0
-    }
-  }
-]
-
-
-Your most recent thought is at the bottom of that monologue. Continue your train of thought.
-What is your next single thought or action? Your response must be in JSON format.
-It must be a single object, and it must contain two fields:
-* `action`, which is one of the actions below
-* `args`, which is a map of key-value pairs, specifying the arguments for that action
-
-Here are the possible actions:
-* `read` - reads the content of a file. Arguments:
-  * `path` - the path of the file to read
-* `write` - writes the content to a file. Arguments:
-  * `path` - the path of the file to write
-  * `content` - the content to write to the file
-* `run` - runs a command. Arguments:
-  * `command` - the command to run
-  * `background` - if true, run the command in the background, so that other commands can be run concurrently. Useful for e.g. starting a server. You won't be able to see the logs. You don't need to end the command with `&`, just set this to true.
-* `kill` - kills a background command
-  * `id` - the ID of the background command to kill
-* `browse` - opens a web page. Arguments:
-  * `url` - the URL to open
-* `push` - Push a branch from the current repo to github:
-  * `owner` - the owner of the repo to push to
-  * `repo` - the name of the repo to push to
-  * `branch` - the name of the branch to push
-* `recall` - recalls a past memory. Arguments:
-  * `query` - the query to search for
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
-* `finish` - if you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
-
-
-
-You MUST take time to think in between read, write, run, browse, push, and recall actions.
-You should never act twice in a row without thinking. But if your last several
-actions are all "think" actions, you should consider taking a different action.
-
-Notes:
-* you are logged in as opendevin, but sudo will always work without a password.
-* all non-background commands will be forcibly stopped if they remain running for over 120 seconds.
-* your environment is Debian Linux. You can install software with `sudo apt-get`, but remember to use -y.
-* don't run interactive commands, or commands that don't return (e.g. `node server.js`). You may run commands in the background (e.g. `node server.js &`)
-* don't run interactive text editors (e.g. `nano` or 'vim'), instead use the 'write' or 'read' action.
-* don't run gui applications (e.g. software IDEs (like vs code or codium), web browsers (like firefox or chromium), or other complex software packages). Use non-interactive cli applications, or special actions instead.
-* whenever an action fails, always `think` about why it may have happened before acting again.
-
-What is your next single thought or action? Again, you must reply with JSON, and only with JSON. You must respond with exactly one 'action' object.
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_006.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_006.log
deleted file mode 100644
index d29d4c4358f2..000000000000
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/prompt_006.log
+++ /dev/null
@@ -1,403 +0,0 @@
-
-
-----------
-
-
-You're a thoughtful robot. Your main task is this:
-Write a shell script 'hello.sh' that prints 'hello'.
-
-Don't expand the scope of your task--just complete it as written.
-
-This is your internal monologue, in JSON format:
-
-[
-  {
-    "action": "think",
-    "args": {
-      "thought": "I exist!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Hmm...looks like I can type in a command line prompt"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Looks like I have a web browser too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "How am I going to get there though?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems like I have some kind of short term memory."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Each of my thoughts seems to be stored in a JSON array."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems whatever I say next will be added as an object to the list."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "But no one has perfect short-term memory. My list of thoughts will be summarized and condensed over time, losing information in the process."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Fortunately I have long term memory!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I can just perform a recall action, followed by the thing I want to remember. And then related thoughts just spill out!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Sometimes they're random thoughts that don't really have to do with what I wanted to remember. But usually they're exactly what I need!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's try it out!"
-    }
-  },
-  {
-    "action": "recall",
-    "args": {
-      "query": "what it is I want to do",
-      "thought": ""
-    }
-  },
-  {
-    "observation": "recall",
-    "content": "Here's what I want to do: Write a shell script 'hello.sh' that prints 'hello'.",
-    "extras": {
-      "memories": [],
-      "role": "assistant"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "How am I going to get there though?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Neat! And it looks like it's easy for me to use the command line too! I just have to perform a run action and include the command I want to run in the command argument. The command output just jumps into my head!"
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "echo \"hello world\"",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello world",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Cool! I bet I can write files too using the write action."
-    }
-  },
-  {
-    "action": "write",
-    "args": {
-      "path": "test.js",
-      "content": "echo \"console.log('hello world')\"",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I just created test.js. I'll try and run it now."
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "node test.js",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello world",
-    "extras": {
-      "command_id": 0,
-      "command": "",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It works!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I'm going to try reading it now using the read action."
-    }
-  },
-  {
-    "action": "read",
-    "args": {
-      "path": "test.js",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "read",
-    "content": "console.log('hello world')",
-    "extras": {
-      "path": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Nice! I can read files too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "And if I want to use the browser, I just need to use the browse action and include the url I want to visit in the url argument"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Let's try that..."
-    }
-  },
-  {
-    "action": "browse",
-    "args": {
-      "url": "google.com",
-      "thought": ""
-    }
-  },
-  {
-    "observation": "browse",
-    "content": "<form><input type=\"text\"></input><button type=\"submit\"></button></form>",
-    "extras": {
-      "url": "",
-      "status_code": 200,
-      "error": false
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I can browse the web too!"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "And once I have completed my task, I can use the finish action to stop working."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "But I should only use the finish action when I'm absolutely certain that I've completed my task and have tested my work."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Very cool. Now to accomplish my task."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I'll need a strategy. And as I make progress, I'll need to keep refining that strategy. I'll need to set goals, and break them into sub-goals."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "In between actions, I must always take some time to think, strategize, and set new goals. I should never take two actions in a row."
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "OK so my task is to Write a shell script 'hello.sh' that prints 'hello'.. I haven't made any progress yet. Where should I start?"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "It seems like there might be an existing project here. I should probably start by running `ls` to see what's here."
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "ls",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "",
-    "extras": {
-      "command_id": -1,
-      "command": "ls",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Since there are no existing files listed by the 'ls' command, I should create the 'hello.sh' script now."
-    }
-  },
-  {
-    "observation": "null",
-    "content": "",
-    "extras": {}
-  },
-  {
-    "action": "write",
-    "args": {
-      "path": "hello.sh",
-      "content": "#!/bin/bash\necho 'hello'",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "write",
-    "content": "",
-    "extras": {
-      "path": "hello.sh"
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "bash hello.sh",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello",
-    "extras": {
-      "command_id": -1,
-      "command": "bash hello.sh",
-      "exit_code": 0
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "The script 'hello.sh' has been written and tested successfully. It prints 'hello' as required. I should now finalize my task."
-    }
-  },
-  {
-    "observation": "null",
-    "content": "",
-    "extras": {}
-  }
-]
-
-
-Your most recent thought is at the bottom of that monologue. Continue your train of thought.
-What is your next thought or action? Your response must be in JSON format.
-It must be an object, and it must contain two fields:
-* `action`, which is one of the actions below
-* `args`, which is a map of key-value pairs, specifying the arguments for that action
-
-Here are the possible actions:
-* `read` - reads the content of a file. Arguments:
-  * `path` - the path of the file to read
-* `write` - writes the content to a file. Arguments:
-  * `path` - the path of the file to write
-  * `content` - the content to write to the file
-* `run` - runs a command. Arguments:
-  * `command` - the command to run
-  * `background` - if true, run the command in the background, so that other commands can be run concurrently. Useful for e.g. starting a server. You won't be able to see the logs. You don't need to end the command with `&`, just set this to true.
-* `kill` - kills a background command
-  * `id` - the ID of the background command to kill
-* `browse` - opens a web page. Arguments:
-  * `url` - the URL to open
-* `recall` - recalls a past memory. Arguments:
-  * `query` - the query to search for
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
-* `finish` - if you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
-
-
-
-You MUST take time to think in between read, write, run, browse, and recall actions.
-You should never act twice in a row without thinking. But if your last several
-actions are all "think" actions, you should consider taking a different action.
-
-Notes:
-* your environment is Debian Linux. You can install software with `apt`
-* your working directory will not change, even if you run `cd`. All commands will be run in the `/workspace` directory.
-* don't run interactive commands, or commands that don't return (e.g. `node server.js`). You may run commands in the background (e.g. `node server.js &`)
-
-What is your next thought or action? Again, you must reply with JSON, and only with JSON.
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_001.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/response_001.log
index e068bf0622ff..9fce7a12dc3f 100644
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_001.log
+++ b/tests/integration/mock/MonologueAgent/test_write_simple_script/response_001.log
@@ -1,7 +1,7 @@
 {
-  "action": "run",
+  "action": "write",
   "args": {
-    "command": "ls",
-    "background": false
+    "path": "hello.sh",
+    "content": "echo 'hello'"
   }
 }
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_002.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/response_002.log
index 791926155e73..c6819f991171 100644
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_002.log
+++ b/tests/integration/mock/MonologueAgent/test_write_simple_script/response_002.log
@@ -1,6 +1,4 @@
 {
-  "action": "think",
-  "args": {
-    "thought": "Since there are no existing files listed by the 'ls' command, I should create the 'hello.sh' script now."
-  }
+  "action": "finish",
+  "args": {}
 }
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_003.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/response_003.log
deleted file mode 100644
index f97464936bc4..000000000000
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_003.log
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-  "action": "write",
-  "args": {
-    "path": "hello.sh",
-    "content": "#!/bin/bash\necho 'hello'"
-  }
-}
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_004.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/response_004.log
deleted file mode 100644
index 9cc89f2a5be5..000000000000
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_004.log
+++ /dev/null
@@ -1,9 +0,0 @@
-```json
-{
-  "action": "run",
-  "args": {
-    "command": "bash hello.sh",
-    "background": false
-  }
-}
-```
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_005.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/response_005.log
deleted file mode 100644
index 18d32603ec4c..000000000000
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_005.log
+++ /dev/null
@@ -1,8 +0,0 @@
-```json
-{
-  "action": "think",
-  "args": {
-    "thought": "The script 'hello.sh' has been written and tested successfully. It prints 'hello' as required. I should now finalize my task."
-  }
-}
-```
diff --git a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_006.log b/tests/integration/mock/MonologueAgent/test_write_simple_script/response_006.log
deleted file mode 100644
index c6819f991171..000000000000
--- a/tests/integration/mock/MonologueAgent/test_write_simple_script/response_006.log
+++ /dev/null
@@ -1,4 +0,0 @@
-{
-  "action": "finish",
-  "args": {}
-}
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_001.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_001.log
index 9dcd63a07946..924d907ee045 100644
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_001.log
+++ b/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_001.log
@@ -9,7 +9,7 @@ browser, but you can read and write files, and you can run commands, and you can
 
 You've been given the following task:
 
-Write a shell script 'hello.sh' that prints 'hello'.
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
 
 ## Plan
 As you complete this task, you're building a plan and keeping
@@ -17,7 +17,7 @@ track of your progress. Here's a JSON representation of your plan:
 
 {
   "id": "0",
-  "goal": "Write a shell script 'hello.sh' that prints 'hello'.",
+  "goal": "Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.",
   "state": "open",
   "subtasks": []
 }
@@ -75,8 +75,8 @@ It must be an object, and it must contain two fields:
   * `id` - the ID of the background command to kill
 * `browse` - opens a web page. Arguments:
   * `url` - the URL to open
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
+* `message` - make a plan, set a goal, or record your thoughts. Arguments:
+  * `content` - the message to record
 * `add_task` - add a task to your plan. Arguments:
   * `parent` - the ID of the parent task
   * `goal` - the goal of the task
@@ -86,8 +86,8 @@ It must be an object, and it must contain two fields:
   * `state` - set to 'in_progress' to start the task, 'completed' to finish it, 'verified' to assert that it was successful, 'abandoned' to give up on it permanently, or `open` to stop working on it for now.
 * `finish` - if ALL of your tasks and subtasks have been verified or abandoned, and you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
 
-You MUST take time to think in between read, write, run, browse, and recall actions.
+You MUST take time to think in between read, write, run, browse, and recall actions--do this with the `message` action.
 You should never act twice in a row without thinking. But if your last several
-actions are all `think` actions, you should consider taking a different action.
+actions are all `message` actions, you should consider taking a different action.
 
 What is your next thought or action? Again, you must reply with JSON, and only with JSON.
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_002.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_002.log
index 81f0b95ceaaa..2c83fea179a6 100644
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_002.log
+++ b/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_002.log
@@ -9,7 +9,7 @@ browser, but you can read and write files, and you can run commands, and you can
 
 You've been given the following task:
 
-Write a shell script 'hello.sh' that prints 'hello'.
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
 
 ## Plan
 As you complete this task, you're building a plan and keeping
@@ -17,15 +17,13 @@ track of your progress. Here's a JSON representation of your plan:
 
 {
   "id": "0",
-  "goal": "Write a shell script 'hello.sh' that prints 'hello'.",
-  "state": "in_progress",
+  "goal": "Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.",
+  "state": "open",
   "subtasks": []
 }
 
 
-You're currently working on this task:
-Write a shell script 'hello.sh' that prints 'hello'..
-If it's not achievable AND verifiable with a SINGLE action, you MUST break it down into subtasks NOW.
+You're not currently working on any tasks. Your next action MUST be to mark a task as in_progress.
 
 You're responsible for managing this plan and the status of tasks in
 it, by using the `add_task` and `modify_task` actions described below.
@@ -55,12 +53,21 @@ ten actions--more happened before that.
 
 [
   {
-    "action": "modify_task",
+    "action": "write",
     "args": {
-      "id": "0",
-      "state": "in_progress",
+      "path": "hello.sh",
+      "content": "#!/bin/bash\n\necho 'hello'",
+      "start": 0,
+      "end": -1,
       "thought": ""
     }
+  },
+  {
+    "observation": "write",
+    "content": "",
+    "extras": {
+      "path": "hello.sh"
+    }
   }
 ]
 
@@ -86,8 +93,8 @@ It must be an object, and it must contain two fields:
   * `id` - the ID of the background command to kill
 * `browse` - opens a web page. Arguments:
   * `url` - the URL to open
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
+* `message` - make a plan, set a goal, or record your thoughts. Arguments:
+  * `content` - the message to record
 * `add_task` - add a task to your plan. Arguments:
   * `parent` - the ID of the parent task
   * `goal` - the goal of the task
@@ -97,10 +104,10 @@ It must be an object, and it must contain two fields:
   * `state` - set to 'in_progress' to start the task, 'completed' to finish it, 'verified' to assert that it was successful, 'abandoned' to give up on it permanently, or `open` to stop working on it for now.
 * `finish` - if ALL of your tasks and subtasks have been verified or abandoned, and you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
 
-You MUST take time to think in between read, write, run, browse, and recall actions.
+You MUST take time to think in between read, write, run, browse, and recall actions--do this with the `message` action.
 You should never act twice in a row without thinking. But if your last several
-actions are all `think` actions, you should consider taking a different action.
+actions are all `message` actions, you should consider taking a different action.
 
 What is your next thought or action? Again, you must reply with JSON, and only with JSON.
 
-You should think about the next action to take.
+You just changed a file. You should think about how it affects your plan.
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_003.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_003.log
deleted file mode 100644
index a6e7ef7520e3..000000000000
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_003.log
+++ /dev/null
@@ -1,112 +0,0 @@
-
-
-----------
-
-
-# Task
-You're a diligent software engineer AI. You can't see, draw, or interact with a
-browser, but you can read and write files, and you can run commands, and you can think.
-
-You've been given the following task:
-
-Write a shell script 'hello.sh' that prints 'hello'.
-
-## Plan
-As you complete this task, you're building a plan and keeping
-track of your progress. Here's a JSON representation of your plan:
-
-{
-  "id": "0",
-  "goal": "Write a shell script 'hello.sh' that prints 'hello'.",
-  "state": "in_progress",
-  "subtasks": []
-}
-
-
-You're currently working on this task:
-Write a shell script 'hello.sh' that prints 'hello'..
-If it's not achievable AND verifiable with a SINGLE action, you MUST break it down into subtasks NOW.
-
-You're responsible for managing this plan and the status of tasks in
-it, by using the `add_task` and `modify_task` actions described below.
-
-If the History below contradicts the state of any of these tasks, you
-MUST modify the task using the `modify_task` action described below.
-
-Be sure NOT to duplicate any tasks. Do NOT use the `add_task` action for
-a task that's already represented. Every task must be represented only once.
-
-Tasks that are sequential MUST be siblings. They must be added in order
-to their parent task.
-
-If you mark a task as 'completed', 'verified', or 'abandoned',
-all non-abandoned subtasks will be marked the same way.
-So before closing a task this way, you MUST not only be sure that it has
-been completed successfully--you must ALSO be sure that all its subtasks
-are ready to be marked the same way.
-
-If, and only if, ALL tasks have already been marked verified,
-you MUST respond with the `finish` action.
-
-## History
-Here is a recent history of actions you've taken in service of this plan,
-as well as observations you've made. This only includes the MOST RECENT
-ten actions--more happened before that.
-
-[
-  {
-    "action": "modify_task",
-    "args": {
-      "id": "0",
-      "state": "in_progress",
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I need to write a shell script called 'hello.sh' that contains the necessary command to print 'hello'. This will likely involve using echo or printf to output the text to the console when the script is run. I should start by creating and writing the content to the file."
-    }
-  }
-]
-
-
-Your most recent action is at the bottom of that history.
-
-## Action
-What is your next thought or action? Your response must be in JSON format.
-
-It must be an object, and it must contain two fields:
-* `action`, which is one of the actions below
-* `args`, which is a map of key-value pairs, specifying the arguments for that action
-
-* `read` - reads the content of a file. Arguments:
-  * `path` - the path of the file to read
-* `write` - writes the content to a file. Arguments:
-  * `path` - the path of the file to write
-  * `content` - the content to write to the file
-* `run` - runs a command on the command line in a Linux shell. Arguments:
-  * `command` - the command to run
-  * `background` - if true, run the command in the background, so that other commands can be run concurrently. Useful for e.g. starting a server. You won't be able to see the logs. You don't need to end the command with `&`, just set this to true.
-* `kill` - kills a background command
-  * `id` - the ID of the background command to kill
-* `browse` - opens a web page. Arguments:
-  * `url` - the URL to open
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
-* `add_task` - add a task to your plan. Arguments:
-  * `parent` - the ID of the parent task
-  * `goal` - the goal of the task
-  * `subtasks` - a list of subtasks, each of which is a map with a `goal` key.
-* `modify_task` - close a task. Arguments:
-  * `id` - the ID of the task to close
-  * `state` - set to 'in_progress' to start the task, 'completed' to finish it, 'verified' to assert that it was successful, 'abandoned' to give up on it permanently, or `open` to stop working on it for now.
-* `finish` - if ALL of your tasks and subtasks have been verified or abandoned, and you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
-
-You MUST take time to think in between read, write, run, browse, and recall actions.
-You should never act twice in a row without thinking. But if your last several
-actions are all `think` actions, you should consider taking a different action.
-
-What is your next thought or action? Again, you must reply with JSON, and only with JSON.
-
-Look at your last thought in the history above. What does it suggest? Don't think anymore--take action.
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_004.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_004.log
deleted file mode 100644
index e51d7afecaab..000000000000
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_004.log
+++ /dev/null
@@ -1,129 +0,0 @@
-
-
-----------
-
-
-# Task
-You're a diligent software engineer AI. You can't see, draw, or interact with a
-browser, but you can read and write files, and you can run commands, and you can think.
-
-You've been given the following task:
-
-Write a shell script 'hello.sh' that prints 'hello'.
-
-## Plan
-As you complete this task, you're building a plan and keeping
-track of your progress. Here's a JSON representation of your plan:
-
-{
-  "id": "0",
-  "goal": "Write a shell script 'hello.sh' that prints 'hello'.",
-  "state": "in_progress",
-  "subtasks": []
-}
-
-
-You're currently working on this task:
-Write a shell script 'hello.sh' that prints 'hello'..
-If it's not achievable AND verifiable with a SINGLE action, you MUST break it down into subtasks NOW.
-
-You're responsible for managing this plan and the status of tasks in
-it, by using the `add_task` and `modify_task` actions described below.
-
-If the History below contradicts the state of any of these tasks, you
-MUST modify the task using the `modify_task` action described below.
-
-Be sure NOT to duplicate any tasks. Do NOT use the `add_task` action for
-a task that's already represented. Every task must be represented only once.
-
-Tasks that are sequential MUST be siblings. They must be added in order
-to their parent task.
-
-If you mark a task as 'completed', 'verified', or 'abandoned',
-all non-abandoned subtasks will be marked the same way.
-So before closing a task this way, you MUST not only be sure that it has
-been completed successfully--you must ALSO be sure that all its subtasks
-are ready to be marked the same way.
-
-If, and only if, ALL tasks have already been marked verified,
-you MUST respond with the `finish` action.
-
-## History
-Here is a recent history of actions you've taken in service of this plan,
-as well as observations you've made. This only includes the MOST RECENT
-ten actions--more happened before that.
-
-[
-  {
-    "action": "modify_task",
-    "args": {
-      "id": "0",
-      "state": "in_progress",
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I need to write a shell script called 'hello.sh' that contains the necessary command to print 'hello'. This will likely involve using echo or printf to output the text to the console when the script is run. I should start by creating and writing the content to the file."
-    }
-  },
-  {
-    "action": "write",
-    "args": {
-      "path": "hello.sh",
-      "content": "#!/bin/bash\necho 'hello'",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "write",
-    "content": "",
-    "extras": {
-      "path": "hello.sh"
-    }
-  }
-]
-
-
-Your most recent action is at the bottom of that history.
-
-## Action
-What is your next thought or action? Your response must be in JSON format.
-
-It must be an object, and it must contain two fields:
-* `action`, which is one of the actions below
-* `args`, which is a map of key-value pairs, specifying the arguments for that action
-
-* `read` - reads the content of a file. Arguments:
-  * `path` - the path of the file to read
-* `write` - writes the content to a file. Arguments:
-  * `path` - the path of the file to write
-  * `content` - the content to write to the file
-* `run` - runs a command on the command line in a Linux shell. Arguments:
-  * `command` - the command to run
-  * `background` - if true, run the command in the background, so that other commands can be run concurrently. Useful for e.g. starting a server. You won't be able to see the logs. You don't need to end the command with `&`, just set this to true.
-* `kill` - kills a background command
-  * `id` - the ID of the background command to kill
-* `browse` - opens a web page. Arguments:
-  * `url` - the URL to open
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
-* `add_task` - add a task to your plan. Arguments:
-  * `parent` - the ID of the parent task
-  * `goal` - the goal of the task
-  * `subtasks` - a list of subtasks, each of which is a map with a `goal` key.
-* `modify_task` - close a task. Arguments:
-  * `id` - the ID of the task to close
-  * `state` - set to 'in_progress' to start the task, 'completed' to finish it, 'verified' to assert that it was successful, 'abandoned' to give up on it permanently, or `open` to stop working on it for now.
-* `finish` - if ALL of your tasks and subtasks have been verified or abandoned, and you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
-
-You MUST take time to think in between read, write, run, browse, and recall actions.
-You should never act twice in a row without thinking. But if your last several
-actions are all `think` actions, you should consider taking a different action.
-
-What is your next thought or action? Again, you must reply with JSON, and only with JSON.
-
-You just changed a file. You should think about how it affects your plan.
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_005.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_005.log
deleted file mode 100644
index 2ce5998c092a..000000000000
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_005.log
+++ /dev/null
@@ -1,135 +0,0 @@
-
-
-----------
-
-
-# Task
-You're a diligent software engineer AI. You can't see, draw, or interact with a
-browser, but you can read and write files, and you can run commands, and you can think.
-
-You've been given the following task:
-
-Write a shell script 'hello.sh' that prints 'hello'.
-
-## Plan
-As you complete this task, you're building a plan and keeping
-track of your progress. Here's a JSON representation of your plan:
-
-{
-  "id": "0",
-  "goal": "Write a shell script 'hello.sh' that prints 'hello'.",
-  "state": "in_progress",
-  "subtasks": []
-}
-
-
-You're currently working on this task:
-Write a shell script 'hello.sh' that prints 'hello'..
-If it's not achievable AND verifiable with a SINGLE action, you MUST break it down into subtasks NOW.
-
-You're responsible for managing this plan and the status of tasks in
-it, by using the `add_task` and `modify_task` actions described below.
-
-If the History below contradicts the state of any of these tasks, you
-MUST modify the task using the `modify_task` action described below.
-
-Be sure NOT to duplicate any tasks. Do NOT use the `add_task` action for
-a task that's already represented. Every task must be represented only once.
-
-Tasks that are sequential MUST be siblings. They must be added in order
-to their parent task.
-
-If you mark a task as 'completed', 'verified', or 'abandoned',
-all non-abandoned subtasks will be marked the same way.
-So before closing a task this way, you MUST not only be sure that it has
-been completed successfully--you must ALSO be sure that all its subtasks
-are ready to be marked the same way.
-
-If, and only if, ALL tasks have already been marked verified,
-you MUST respond with the `finish` action.
-
-## History
-Here is a recent history of actions you've taken in service of this plan,
-as well as observations you've made. This only includes the MOST RECENT
-ten actions--more happened before that.
-
-[
-  {
-    "action": "modify_task",
-    "args": {
-      "id": "0",
-      "state": "in_progress",
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I need to write a shell script called 'hello.sh' that contains the necessary command to print 'hello'. This will likely involve using echo or printf to output the text to the console when the script is run. I should start by creating and writing the content to the file."
-    }
-  },
-  {
-    "action": "write",
-    "args": {
-      "path": "hello.sh",
-      "content": "#!/bin/bash\necho 'hello'",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "write",
-    "content": "",
-    "extras": {
-      "path": "hello.sh"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Now that the script 'hello.sh' has been written and contains the appropriate command to print 'hello', the next logical step is to ensure it works as expected. I should proceed to run the script to verify its output."
-    }
-  }
-]
-
-
-Your most recent action is at the bottom of that history.
-
-## Action
-What is your next thought or action? Your response must be in JSON format.
-
-It must be an object, and it must contain two fields:
-* `action`, which is one of the actions below
-* `args`, which is a map of key-value pairs, specifying the arguments for that action
-
-* `read` - reads the content of a file. Arguments:
-  * `path` - the path of the file to read
-* `write` - writes the content to a file. Arguments:
-  * `path` - the path of the file to write
-  * `content` - the content to write to the file
-* `run` - runs a command on the command line in a Linux shell. Arguments:
-  * `command` - the command to run
-  * `background` - if true, run the command in the background, so that other commands can be run concurrently. Useful for e.g. starting a server. You won't be able to see the logs. You don't need to end the command with `&`, just set this to true.
-* `kill` - kills a background command
-  * `id` - the ID of the background command to kill
-* `browse` - opens a web page. Arguments:
-  * `url` - the URL to open
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
-* `add_task` - add a task to your plan. Arguments:
-  * `parent` - the ID of the parent task
-  * `goal` - the goal of the task
-  * `subtasks` - a list of subtasks, each of which is a map with a `goal` key.
-* `modify_task` - close a task. Arguments:
-  * `id` - the ID of the task to close
-  * `state` - set to 'in_progress' to start the task, 'completed' to finish it, 'verified' to assert that it was successful, 'abandoned' to give up on it permanently, or `open` to stop working on it for now.
-* `finish` - if ALL of your tasks and subtasks have been verified or abandoned, and you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
-
-You MUST take time to think in between read, write, run, browse, and recall actions.
-You should never act twice in a row without thinking. But if your last several
-actions are all `think` actions, you should consider taking a different action.
-
-What is your next thought or action? Again, you must reply with JSON, and only with JSON.
-
-Look at your last thought in the history above. What does it suggest? Don't think anymore--take action.
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_006.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_006.log
deleted file mode 100644
index bbde0f0a3f35..000000000000
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/prompt_006.log
+++ /dev/null
@@ -1,152 +0,0 @@
-
-
-----------
-
-
-# Task
-You're a diligent software engineer AI. You can't see, draw, or interact with a
-browser, but you can read and write files, and you can run commands, and you can think.
-
-You've been given the following task:
-
-Write a shell script 'hello.sh' that prints 'hello'.
-
-## Plan
-As you complete this task, you're building a plan and keeping
-track of your progress. Here's a JSON representation of your plan:
-
-{
-  "id": "0",
-  "goal": "Write a shell script 'hello.sh' that prints 'hello'.",
-  "state": "in_progress",
-  "subtasks": []
-}
-
-
-You're currently working on this task:
-Write a shell script 'hello.sh' that prints 'hello'..
-If it's not achievable AND verifiable with a SINGLE action, you MUST break it down into subtasks NOW.
-
-You're responsible for managing this plan and the status of tasks in
-it, by using the `add_task` and `modify_task` actions described below.
-
-If the History below contradicts the state of any of these tasks, you
-MUST modify the task using the `modify_task` action described below.
-
-Be sure NOT to duplicate any tasks. Do NOT use the `add_task` action for
-a task that's already represented. Every task must be represented only once.
-
-Tasks that are sequential MUST be siblings. They must be added in order
-to their parent task.
-
-If you mark a task as 'completed', 'verified', or 'abandoned',
-all non-abandoned subtasks will be marked the same way.
-So before closing a task this way, you MUST not only be sure that it has
-been completed successfully--you must ALSO be sure that all its subtasks
-are ready to be marked the same way.
-
-If, and only if, ALL tasks have already been marked verified,
-you MUST respond with the `finish` action.
-
-## History
-Here is a recent history of actions you've taken in service of this plan,
-as well as observations you've made. This only includes the MOST RECENT
-ten actions--more happened before that.
-
-[
-  {
-    "action": "modify_task",
-    "args": {
-      "id": "0",
-      "state": "in_progress",
-      "thought": ""
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "I need to write a shell script called 'hello.sh' that contains the necessary command to print 'hello'. This will likely involve using echo or printf to output the text to the console when the script is run. I should start by creating and writing the content to the file."
-    }
-  },
-  {
-    "action": "write",
-    "args": {
-      "path": "hello.sh",
-      "content": "#!/bin/bash\necho 'hello'",
-      "start": 0,
-      "end": -1,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "write",
-    "content": "",
-    "extras": {
-      "path": "hello.sh"
-    }
-  },
-  {
-    "action": "think",
-    "args": {
-      "thought": "Now that the script 'hello.sh' has been written and contains the appropriate command to print 'hello', the next logical step is to ensure it works as expected. I should proceed to run the script to verify its output."
-    }
-  },
-  {
-    "action": "run",
-    "args": {
-      "command": "bash hello.sh",
-      "background": false,
-      "thought": ""
-    }
-  },
-  {
-    "observation": "run",
-    "content": "hello",
-    "extras": {
-      "command_id": -1,
-      "command": "bash hello.sh",
-      "exit_code": 0
-    }
-  }
-]
-
-
-Your most recent action is at the bottom of that history.
-
-## Action
-What is your next thought or action? Your response must be in JSON format.
-
-It must be an object, and it must contain two fields:
-* `action`, which is one of the actions below
-* `args`, which is a map of key-value pairs, specifying the arguments for that action
-
-* `read` - reads the content of a file. Arguments:
-  * `path` - the path of the file to read
-* `write` - writes the content to a file. Arguments:
-  * `path` - the path of the file to write
-  * `content` - the content to write to the file
-* `run` - runs a command on the command line in a Linux shell. Arguments:
-  * `command` - the command to run
-  * `background` - if true, run the command in the background, so that other commands can be run concurrently. Useful for e.g. starting a server. You won't be able to see the logs. You don't need to end the command with `&`, just set this to true.
-* `kill` - kills a background command
-  * `id` - the ID of the background command to kill
-* `browse` - opens a web page. Arguments:
-  * `url` - the URL to open
-* `think` - make a plan, set a goal, or record your thoughts. Arguments:
-  * `thought` - the thought to record
-* `add_task` - add a task to your plan. Arguments:
-  * `parent` - the ID of the parent task
-  * `goal` - the goal of the task
-  * `subtasks` - a list of subtasks, each of which is a map with a `goal` key.
-* `modify_task` - close a task. Arguments:
-  * `id` - the ID of the task to close
-  * `state` - set to 'in_progress' to start the task, 'completed' to finish it, 'verified' to assert that it was successful, 'abandoned' to give up on it permanently, or `open` to stop working on it for now.
-* `finish` - if ALL of your tasks and subtasks have been verified or abandoned, and you're absolutely certain that you've completed your task and have tested your work, use the finish action to stop working.
-
-You MUST take time to think in between read, write, run, browse, and recall actions.
-You should never act twice in a row without thinking. But if your last several
-actions are all `think` actions, you should consider taking a different action.
-
-What is your next thought or action? Again, you must reply with JSON, and only with JSON.
-
-You should think about the command you just ran, what output it gave, and how that affects your plan.
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_001.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/response_001.log
index 9e31d23c8a4d..d81b0d218960 100644
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_001.log
+++ b/tests/integration/mock/PlannerAgent/test_write_simple_script/response_001.log
@@ -1,9 +1 @@
-```json
-{
-  "action": "modify_task",
-  "args": {
-    "id": "0",
-    "state": "in_progress"
-  }
-}
-```
+{"action": "write", "args": {"path": "hello.sh", "content": "#!/bin/bash\n\necho 'hello'"}}
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_002.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/response_002.log
index 700cd1c18d8d..1f770b1f552d 100644
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_002.log
+++ b/tests/integration/mock/PlannerAgent/test_write_simple_script/response_002.log
@@ -1,8 +1,7 @@
-```json
 {
-  "action": "think",
+  "action": "modify_task",
   "args": {
-    "thought": "I need to write a shell script called 'hello.sh' that contains the necessary command to print 'hello'. This will likely involve using echo or printf to output the text to the console when the script is run. I should start by creating and writing the content to the file."
+    "id": "0",
+    "state": "completed"
   }
 }
-```
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_003.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/response_003.log
deleted file mode 100644
index 03bf823601d5..000000000000
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_003.log
+++ /dev/null
@@ -1,9 +0,0 @@
-```json
-{
-  "action": "write",
-  "args": {
-    "path": "hello.sh",
-    "content": "#!/bin/bash\necho 'hello'"
-  }
-}
-```
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_004.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/response_004.log
deleted file mode 100644
index 02ae256680d9..000000000000
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_004.log
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-  "action": "think",
-  "args": {
-    "thought": "Now that the script 'hello.sh' has been written and contains the appropriate command to print 'hello', the next logical step is to ensure it works as expected. I should proceed to run the script to verify its output."
-  }
-}
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_005.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/response_005.log
deleted file mode 100644
index 9cc89f2a5be5..000000000000
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_005.log
+++ /dev/null
@@ -1,9 +0,0 @@
-```json
-{
-  "action": "run",
-  "args": {
-    "command": "bash hello.sh",
-    "background": false
-  }
-}
-```
diff --git a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_006.log b/tests/integration/mock/PlannerAgent/test_write_simple_script/response_006.log
deleted file mode 100644
index 90dec695c442..000000000000
--- a/tests/integration/mock/PlannerAgent/test_write_simple_script/response_006.log
+++ /dev/null
@@ -1,10 +0,0 @@
-```json
-{
-  "action": "modify_task",
-  "args": {
-    "id": "0",
-    "state": "verified",
-    "thought": "The shell script 'hello.sh' has been run and verified to successfully output 'hello'. This completes the primary task requirement."
-  }
-}
-```
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_001.log b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_001.log
index d08744a122be..dd4462031e0d 100644
--- a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_001.log
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_001.log
@@ -101,7 +101,7 @@ Action:
 Do not provide anything extra just your thought and action.
 
 You are currently trying to complete this task:
-Write a shell script 'hello.sh' that prints 'hello'.
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
 
 None
 
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_002.log b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_002.log
index 89793bca08f0..53921cdc77cb 100644
--- a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_002.log
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_002.log
@@ -67,7 +67,7 @@ args:
   start: 0
   end: -1
   thought: Thoughts:
-  To solve the task of writing a shell script named 'hello.sh' that prints 'hello', I need to create a new file named 'hello.sh'. I will then write the necessary shell script code into this file.
+  I need to create a shell script named 'hello.sh' that prints 'hello' when executed. I will use the 'write' command to create the script with the required content.
 
   Action:
 
@@ -127,7 +127,7 @@ Action:
 Do not provide anything extra just your thought and action.
 
 You are currently trying to complete this task:
-Write a shell script 'hello.sh' that prints 'hello'.
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
 
 CURRENT WORKSPACE:
     Open File: hello.sh on line 0
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_003.log b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_003.log
index 320adaa09e84..4c3b3a133962 100644
--- a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_003.log
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_003.log
@@ -67,7 +67,7 @@ args:
   start: 0
   end: -1
   thought: Thoughts:
-  To solve the task of writing a shell script named 'hello.sh' that prints 'hello', I need to create a new file named 'hello.sh'. I will then write the necessary shell script code into this file.
+  I need to create a shell script named 'hello.sh' that prints 'hello' when executed. I will use the 'write' command to create the script with the required content.
 
   Action:
 
@@ -85,7 +85,7 @@ args:
   start: 0
   end: -1
   thought: Thoughts:
-  The task is to write a shell script named 'hello.sh' that prints 'hello'. I have already created the file 'hello.sh' in a previous step. Now, I need to write the shell script code into this file. The script should include the shebang line to specify the shell interpreter and a command to print 'hello'.
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
 
   Action:
 
@@ -145,7 +145,7 @@ Action:
 Do not provide anything extra just your thought and action.
 
 You are currently trying to complete this task:
-Write a shell script 'hello.sh' that prints 'hello'.
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
 
 CURRENT WORKSPACE:
     Open File: hello.sh on line 0
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_004.log b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_004.log
index f93d78d59500..1b29de0906f9 100644
--- a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_004.log
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_004.log
@@ -67,7 +67,7 @@ args:
   start: 0
   end: -1
   thought: Thoughts:
-  To solve the task of writing a shell script named 'hello.sh' that prints 'hello', I need to create a new file named 'hello.sh'. I will then write the necessary shell script code into this file.
+  I need to create a shell script named 'hello.sh' that prints 'hello' when executed. I will use the 'write' command to create the script with the required content.
 
   Action:
 
@@ -85,7 +85,7 @@ args:
   start: 0
   end: -1
   thought: Thoughts:
-  The task is to write a shell script named 'hello.sh' that prints 'hello'. I have already created the file 'hello.sh' in a previous step. Now, I need to write the shell script code into this file. The script should include the shebang line to specify the shell interpreter and a command to print 'hello'.
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
 
   Action:
 
@@ -97,21 +97,19 @@ extras:
 
 Memory 2:
 Previous Action:
-action: read
+action: write
 args:
   path: hello.sh
   start: 0
   end: -1
   thought: Thoughts:
-  I need to verify the contents of the 'hello.sh' script to ensure that it correctly contains the shell script code to print 'hello'. This involves checking if the shebang line is present and if the print command is correctly written. If the script is correct, I can then proceed to test it to confirm its functionality.
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
 
   Action:
 
 Output from Action:
-observation: read
-content: #!/bin/bash
-echo "hello"
-
+observation: write
+content:
 extras:
   path: hello.sh
 ======= End Actions =======
@@ -165,7 +163,7 @@ Action:
 Do not provide anything extra just your thought and action.
 
 You are currently trying to complete this task:
-Write a shell script 'hello.sh' that prints 'hello'.
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
 
 CURRENT WORKSPACE:
     Open File: hello.sh on line 0
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_005.log b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_005.log
index f7e856406690..369cdd1a9cfe 100644
--- a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_005.log
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_005.log
@@ -67,7 +67,7 @@ args:
   start: 0
   end: -1
   thought: Thoughts:
-  To solve the task of writing a shell script named 'hello.sh' that prints 'hello', I need to create a new file named 'hello.sh'. I will then write the necessary shell script code into this file.
+  I need to create a shell script named 'hello.sh' that prints 'hello' when executed. I will use the 'write' command to create the script with the required content.
 
   Action:
 
@@ -85,7 +85,7 @@ args:
   start: 0
   end: -1
   thought: Thoughts:
-  The task is to write a shell script named 'hello.sh' that prints 'hello'. I have already created the file 'hello.sh' in a previous step. Now, I need to write the shell script code into this file. The script should include the shebang line to specify the shell interpreter and a command to print 'hello'.
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
 
   Action:
 
@@ -97,39 +97,39 @@ extras:
 
 Memory 2:
 Previous Action:
-action: read
+action: write
 args:
   path: hello.sh
   start: 0
   end: -1
   thought: Thoughts:
-  I need to verify the contents of the 'hello.sh' script to ensure that it correctly contains the shell script code to print 'hello'. This involves checking if the shebang line is present and if the print command is correctly written. If the script is correct, I can then proceed to test it to confirm its functionality.
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
 
   Action:
 
 Output from Action:
-observation: read
-content: #!/bin/bash
-echo "hello"
-
+observation: write
+content:
 extras:
   path: hello.sh
 
 Memory 3:
 Previous Action:
-action: run
+action: write
 args:
-  command: bash hello.sh
-  background: False
-  thought:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
 
 Output from Action:
-observation: run
-content: hello
+observation: write
+content:
 extras:
-  command_id: -1
-  command: bash hello.sh
-  exit_code: 0
+  path: hello.sh
 ======= End Actions =======
 Use these memories to provide additional context to the problem you are solving.
 Remember that you have already completed these steps so you do not need to perform them again.
@@ -181,7 +181,7 @@ Action:
 Do not provide anything extra just your thought and action.
 
 You are currently trying to complete this task:
-Write a shell script 'hello.sh' that prints 'hello'.
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
 
 CURRENT WORKSPACE:
     Open File: hello.sh on line 0
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_006.log b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_006.log
new file mode 100644
index 000000000000..36dc58e7d7d6
--- /dev/null
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_006.log
@@ -0,0 +1,199 @@
+
+
+----------
+
+SYSTEM INFO:
+You am an autonomous coding agent, here to provide solutions for coding issues.
+You have been designed to assist you with a wide range of programming tasks, from code editing and debugging to testing and deployment.
+You have access to a variety of tools and commands that you can use to help you solve problems efficiently.
+
+INSTRUCTIONS:
+Now, you're going to solve this issue on your own. You can use any bash commands or custom commands you wish to complete your task. Edit all the files you need to and run any checks or tests that you want.
+Remember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command.
+When you're satisfied with all of the changes you've made, you can indicate that you are done by running the exit command.
+Note however that you cannot use any interactive session commands (e.g. python, vim, node) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.
+
+NOTE ABOUT THE write COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line!
+
+IMPORTANT TIPS:
+1. Reproduce the bug: Always start by trying to replicate the bug that the issue discusses. If the issue includes code for reproducing the bug, we recommend that you re-implement that in your environment and run it to ensure you can reproduce the bug. Then, start trying to fix it. When you think you've fixed the bug, re-run the bug reproduction script to make sure that the issue has indeed been resolved.
+   If the bug reproduction script does not print anything when it successfully runs, we recommend adding a print("Script completed successfully, no errors.") command at the end of the file, so that you can be sure the script ran fine all the way through.
+2. Try different commands: If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it.
+3. Navigate large files: If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, you would use the 'read' command like this: 'read <file> 583'. This is a much faster way to read through the file.
+4. Handle input files: If the bug reproduction script requires inputting/reading a specific file, such as 'buggy-input.png', and you'd like to understand how to input that file, conduct a search in the existing repository code to see whether someone else has already done that. Do this by running the command: 'search_dir "buggy-input.png"'. If that doesn't work, use the Linux 'find' command.
+5. Understand your context: Always make sure to look at the currently open file and the current working directory. The currently open file might be in a different directory than the working directory.
+6. Verify your edits: When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.
+7. Thoroughly test your solution: After making any changes to fix a bug, be sure to thoroughly test your solution to ensure the bug has been resolved. Re-run the bug reproduction script and verify that the issue has been addressed.
+
+
+DOCUMENTATION:
+It is recommend that you use the commands provided for interacting with files and your directory because they have been specially built for you.
+They will make it much easier for you to look at files and make changes. Using these commands will help you be better at your task.
+You can open an file by using either the read or write operations.
+- If a file already exists you should read it before making any changes. Use the `edit` command to make changes once you have read it.
+- If you are creating a new file use the write command. Use the `edit` command to make changes once you have created the new file.
+
+Commands:
+exit - Executed when task is complete
+read <file_name> [<start_line>] [<end_line>] - Shows a given file's contents starting from <start_line> up to <end_line>. Default: start_line = 0, end_line = -1. By default the whole file will be read.
+write <file> <changes> [<start_line>] [<end_line>] - Modifies a <file> by replacing the current lines between <start_line> and <end_line> with <changes>. Default start_line = 0 and end_line = -1. Calling this with no line args will replace the whole file.
+browse <url> - Returns the text version of any url, this can be useful to look up documentation or finding issues on github
+scroll_up - Takes no arguments. This will scroll up and show you the 100 lines above your current lines
+scroll_down - Takes no arguments. This will scroll down and show you the 100 lines below your current lines
+edit <start_line> <end_line> <changes> - This will modify lines in the currently open file. use start_line and end_line to designate which lines to change and then write the multiline changes
+goto <line_num> - This will take you directly to a line and show you the 100 lines below it.
+<bash_command> <args> - You can use any bash command you need (cd, ls, rm, grep, dir, mv, wget, git, zip, etc.) with their arguments included
+pip install <package> - You can use this to import python packages. Make sure you include the correct package name when using this command.
+ls - Use the ls command to view all the files in your current directory, this is a good starting point.
+NOT ALLOWED - You cannot use interactive commands like python or node
+Custom bash commands:
+None
+
+
+The following commands require an open file to be used: edit, scroll_up, scroll_down, goto
+To modify the current file use 'edit'. To move through the current file use 'goto' or 'scroll_up'/'scroll_down'
+when using write and edit do not surround the code with any "" just write the code.
+
+----------
+
+These are your past 4 actions:
+===== Previous Actions =====
+
+Memory 0:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 1:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 2:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 3:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+======= End Actions =======
+Use these memories to provide additional context to the problem you are solving.
+Remember that you have already completed these steps so you do not need to perform them again.
+
+----------
+
+RESPONSE FORMAT:
+This is the format of the response you will make in order to solve the current issue.
+You will be given multiple iterations to complete this task so break it into steps and solve them one by one.
+
+Your output must contain the following:
+- First, thoughts about what your next action should be and plan it out.
+    - You will have a memory of your thoughts so you can use this to remember things for the next step.
+    - Use your thoughts to think about what you are currently doing, what you have done on prior steps and how that relates to solving the problem.
+- Second, create a piece of code that will execute your next action based on the thoughts you have.
+    - Remember that you can only have one action for each thought, do not include multiple actions.
+
+Your code MUST be surrounded in triple back ticks EXACTLY like this:
+```
+<code>
+```
+
+Notes:
+- Adhere to the format so that the program loop continues smoothly, it is very important to only give one command per output.
+- DO NOT give more than one command within the triple backticks. This will just throw an error and nothing will happen as a result.
+- Do not give multiple code blocks, if you do only the second one will be captured and run, this might give an error if the first one was necessary.
+- To execute multiple commands you should write them down in your thoughts section so you can remember it on the next step and execute them then.
+- The only commands you are not capable of executing are interactive commands like `python` or `node` by themselves.
+- If you think that you have completed the task that has been given to you based on your previous actions and outputs then use ``` exit ``` as the command to let the system know that you are done.
+- DO NOT make any copies of your previous memories those will be provided to you at each step, making copies just wastes time and energy. Think smarter not harder.
+- The write and edit commands requires proper indentation in the content section ex. `write hw.py def hello():
+    print('Hello World')` this is how you would have to format your write command.
+    - The white spaces matter as the code changes will be added to the code so they must have proper syntax.
+
+This is a template using the format described above
+Items in <> are suggestions for you, fill them out based on the context of the problem you are solving.
+
+[ FORMAT ]
+Thoughts:
+<Provide clear and concise thoughts on the next step to take, highlighting any important details or context that should be remembered.>
+<You can use multiple lines to express your thoughts>
+
+Action:
+```
+<command> <params>
+```
+[ END FORMAT ]
+
+Do not provide anything extra just your thought and action.
+
+You are currently trying to complete this task:
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+CURRENT WORKSPACE:
+    Open File: hello.sh on line 0
+    You can use these commands with the current file:
+    Navigation: `scroll_up`, `scroll_down`, and `goto <line>`
+    Modification: `edit <start_line> <end_line> <changes>`
+
+
+Keep all of the guidelines above in mind when you are thinking and making code.
+Please come up with a thought and action based on your current task and latest steps.
+Make sure that you do not repeat the same actions, there will not be any changes in result if you do not changes anything.
+Be very strict about the formatting that you use and make sure you follow the guidelines.
+NEVER output multiple commands. ONLY take ONE STEP at a time.
+When you have completed your task run the "exit" command.
+Begin with your thought about the next step and then come up with an action to perform your thought.
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_007.log b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_007.log
new file mode 100644
index 000000000000..df876316f0b8
--- /dev/null
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_007.log
@@ -0,0 +1,199 @@
+
+
+----------
+
+SYSTEM INFO:
+You am an autonomous coding agent, here to provide solutions for coding issues.
+You have been designed to assist you with a wide range of programming tasks, from code editing and debugging to testing and deployment.
+You have access to a variety of tools and commands that you can use to help you solve problems efficiently.
+
+INSTRUCTIONS:
+Now, you're going to solve this issue on your own. You can use any bash commands or custom commands you wish to complete your task. Edit all the files you need to and run any checks or tests that you want.
+Remember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command.
+When you're satisfied with all of the changes you've made, you can indicate that you are done by running the exit command.
+Note however that you cannot use any interactive session commands (e.g. python, vim, node) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.
+
+NOTE ABOUT THE write COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line!
+
+IMPORTANT TIPS:
+1. Reproduce the bug: Always start by trying to replicate the bug that the issue discusses. If the issue includes code for reproducing the bug, we recommend that you re-implement that in your environment and run it to ensure you can reproduce the bug. Then, start trying to fix it. When you think you've fixed the bug, re-run the bug reproduction script to make sure that the issue has indeed been resolved.
+   If the bug reproduction script does not print anything when it successfully runs, we recommend adding a print("Script completed successfully, no errors.") command at the end of the file, so that you can be sure the script ran fine all the way through.
+2. Try different commands: If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it.
+3. Navigate large files: If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, you would use the 'read' command like this: 'read <file> 583'. This is a much faster way to read through the file.
+4. Handle input files: If the bug reproduction script requires inputting/reading a specific file, such as 'buggy-input.png', and you'd like to understand how to input that file, conduct a search in the existing repository code to see whether someone else has already done that. Do this by running the command: 'search_dir "buggy-input.png"'. If that doesn't work, use the Linux 'find' command.
+5. Understand your context: Always make sure to look at the currently open file and the current working directory. The currently open file might be in a different directory than the working directory.
+6. Verify your edits: When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.
+7. Thoroughly test your solution: After making any changes to fix a bug, be sure to thoroughly test your solution to ensure the bug has been resolved. Re-run the bug reproduction script and verify that the issue has been addressed.
+
+
+DOCUMENTATION:
+It is recommend that you use the commands provided for interacting with files and your directory because they have been specially built for you.
+They will make it much easier for you to look at files and make changes. Using these commands will help you be better at your task.
+You can open an file by using either the read or write operations.
+- If a file already exists you should read it before making any changes. Use the `edit` command to make changes once you have read it.
+- If you are creating a new file use the write command. Use the `edit` command to make changes once you have created the new file.
+
+Commands:
+exit - Executed when task is complete
+read <file_name> [<start_line>] [<end_line>] - Shows a given file's contents starting from <start_line> up to <end_line>. Default: start_line = 0, end_line = -1. By default the whole file will be read.
+write <file> <changes> [<start_line>] [<end_line>] - Modifies a <file> by replacing the current lines between <start_line> and <end_line> with <changes>. Default start_line = 0 and end_line = -1. Calling this with no line args will replace the whole file.
+browse <url> - Returns the text version of any url, this can be useful to look up documentation or finding issues on github
+scroll_up - Takes no arguments. This will scroll up and show you the 100 lines above your current lines
+scroll_down - Takes no arguments. This will scroll down and show you the 100 lines below your current lines
+edit <start_line> <end_line> <changes> - This will modify lines in the currently open file. use start_line and end_line to designate which lines to change and then write the multiline changes
+goto <line_num> - This will take you directly to a line and show you the 100 lines below it.
+<bash_command> <args> - You can use any bash command you need (cd, ls, rm, grep, dir, mv, wget, git, zip, etc.) with their arguments included
+pip install <package> - You can use this to import python packages. Make sure you include the correct package name when using this command.
+ls - Use the ls command to view all the files in your current directory, this is a good starting point.
+NOT ALLOWED - You cannot use interactive commands like python or node
+Custom bash commands:
+None
+
+
+The following commands require an open file to be used: edit, scroll_up, scroll_down, goto
+To modify the current file use 'edit'. To move through the current file use 'goto' or 'scroll_up'/'scroll_down'
+when using write and edit do not surround the code with any "" just write the code.
+
+----------
+
+These are your past 4 actions:
+===== Previous Actions =====
+
+Memory 0:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 1:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 2:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 3:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+======= End Actions =======
+Use these memories to provide additional context to the problem you are solving.
+Remember that you have already completed these steps so you do not need to perform them again.
+
+----------
+
+RESPONSE FORMAT:
+This is the format of the response you will make in order to solve the current issue.
+You will be given multiple iterations to complete this task so break it into steps and solve them one by one.
+
+Your output must contain the following:
+- First, thoughts about what your next action should be and plan it out.
+    - You will have a memory of your thoughts so you can use this to remember things for the next step.
+    - Use your thoughts to think about what you are currently doing, what you have done on prior steps and how that relates to solving the problem.
+- Second, create a piece of code that will execute your next action based on the thoughts you have.
+    - Remember that you can only have one action for each thought, do not include multiple actions.
+
+Your code MUST be surrounded in triple back ticks EXACTLY like this:
+```
+<code>
+```
+
+Notes:
+- Adhere to the format so that the program loop continues smoothly, it is very important to only give one command per output.
+- DO NOT give more than one command within the triple backticks. This will just throw an error and nothing will happen as a result.
+- Do not give multiple code blocks, if you do only the second one will be captured and run, this might give an error if the first one was necessary.
+- To execute multiple commands you should write them down in your thoughts section so you can remember it on the next step and execute them then.
+- The only commands you are not capable of executing are interactive commands like `python` or `node` by themselves.
+- If you think that you have completed the task that has been given to you based on your previous actions and outputs then use ``` exit ``` as the command to let the system know that you are done.
+- DO NOT make any copies of your previous memories those will be provided to you at each step, making copies just wastes time and energy. Think smarter not harder.
+- The write and edit commands requires proper indentation in the content section ex. `write hw.py def hello():
+    print('Hello World')` this is how you would have to format your write command.
+    - The white spaces matter as the code changes will be added to the code so they must have proper syntax.
+
+This is a template using the format described above
+Items in <> are suggestions for you, fill them out based on the context of the problem you are solving.
+
+[ FORMAT ]
+Thoughts:
+<Provide clear and concise thoughts on the next step to take, highlighting any important details or context that should be remembered.>
+<You can use multiple lines to express your thoughts>
+
+Action:
+```
+<command> <params>
+```
+[ END FORMAT ]
+
+Do not provide anything extra just your thought and action.
+
+You are currently trying to complete this task:
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+CURRENT WORKSPACE:
+    Open File: hello.sh on line 0
+    You can use these commands with the current file:
+    Navigation: `scroll_up`, `scroll_down`, and `goto <line>`
+    Modification: `edit <start_line> <end_line> <changes>`
+
+
+Keep all of the guidelines above in mind when you are thinking and making code.
+Please come up with a thought and action based on your current task and latest steps.
+Make sure that you do not repeat the same actions, there will not be any changes in result if you do not changes anything.
+Be very strict about the formatting that you use and make sure you follow the guidelines.
+NEVER output multiple commands. ONLY take ONE STEP at a time.
+When you have completed your task run the "exit" command.
+Begin with your thought about the next step and then come up with an action to perform your thought.
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_008.log b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_008.log
new file mode 100644
index 000000000000..eeb4caa10349
--- /dev/null
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_008.log
@@ -0,0 +1,199 @@
+
+
+----------
+
+SYSTEM INFO:
+You am an autonomous coding agent, here to provide solutions for coding issues.
+You have been designed to assist you with a wide range of programming tasks, from code editing and debugging to testing and deployment.
+You have access to a variety of tools and commands that you can use to help you solve problems efficiently.
+
+INSTRUCTIONS:
+Now, you're going to solve this issue on your own. You can use any bash commands or custom commands you wish to complete your task. Edit all the files you need to and run any checks or tests that you want.
+Remember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command.
+When you're satisfied with all of the changes you've made, you can indicate that you are done by running the exit command.
+Note however that you cannot use any interactive session commands (e.g. python, vim, node) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.
+
+NOTE ABOUT THE write COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line!
+
+IMPORTANT TIPS:
+1. Reproduce the bug: Always start by trying to replicate the bug that the issue discusses. If the issue includes code for reproducing the bug, we recommend that you re-implement that in your environment and run it to ensure you can reproduce the bug. Then, start trying to fix it. When you think you've fixed the bug, re-run the bug reproduction script to make sure that the issue has indeed been resolved.
+   If the bug reproduction script does not print anything when it successfully runs, we recommend adding a print("Script completed successfully, no errors.") command at the end of the file, so that you can be sure the script ran fine all the way through.
+2. Try different commands: If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it.
+3. Navigate large files: If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, you would use the 'read' command like this: 'read <file> 583'. This is a much faster way to read through the file.
+4. Handle input files: If the bug reproduction script requires inputting/reading a specific file, such as 'buggy-input.png', and you'd like to understand how to input that file, conduct a search in the existing repository code to see whether someone else has already done that. Do this by running the command: 'search_dir "buggy-input.png"'. If that doesn't work, use the Linux 'find' command.
+5. Understand your context: Always make sure to look at the currently open file and the current working directory. The currently open file might be in a different directory than the working directory.
+6. Verify your edits: When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.
+7. Thoroughly test your solution: After making any changes to fix a bug, be sure to thoroughly test your solution to ensure the bug has been resolved. Re-run the bug reproduction script and verify that the issue has been addressed.
+
+
+DOCUMENTATION:
+It is recommend that you use the commands provided for interacting with files and your directory because they have been specially built for you.
+They will make it much easier for you to look at files and make changes. Using these commands will help you be better at your task.
+You can open an file by using either the read or write operations.
+- If a file already exists you should read it before making any changes. Use the `edit` command to make changes once you have read it.
+- If you are creating a new file use the write command. Use the `edit` command to make changes once you have created the new file.
+
+Commands:
+exit - Executed when task is complete
+read <file_name> [<start_line>] [<end_line>] - Shows a given file's contents starting from <start_line> up to <end_line>. Default: start_line = 0, end_line = -1. By default the whole file will be read.
+write <file> <changes> [<start_line>] [<end_line>] - Modifies a <file> by replacing the current lines between <start_line> and <end_line> with <changes>. Default start_line = 0 and end_line = -1. Calling this with no line args will replace the whole file.
+browse <url> - Returns the text version of any url, this can be useful to look up documentation or finding issues on github
+scroll_up - Takes no arguments. This will scroll up and show you the 100 lines above your current lines
+scroll_down - Takes no arguments. This will scroll down and show you the 100 lines below your current lines
+edit <start_line> <end_line> <changes> - This will modify lines in the currently open file. use start_line and end_line to designate which lines to change and then write the multiline changes
+goto <line_num> - This will take you directly to a line and show you the 100 lines below it.
+<bash_command> <args> - You can use any bash command you need (cd, ls, rm, grep, dir, mv, wget, git, zip, etc.) with their arguments included
+pip install <package> - You can use this to import python packages. Make sure you include the correct package name when using this command.
+ls - Use the ls command to view all the files in your current directory, this is a good starting point.
+NOT ALLOWED - You cannot use interactive commands like python or node
+Custom bash commands:
+None
+
+
+The following commands require an open file to be used: edit, scroll_up, scroll_down, goto
+To modify the current file use 'edit'. To move through the current file use 'goto' or 'scroll_up'/'scroll_down'
+when using write and edit do not surround the code with any "" just write the code.
+
+----------
+
+These are your past 4 actions:
+===== Previous Actions =====
+
+Memory 0:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 1:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 2:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 3:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+======= End Actions =======
+Use these memories to provide additional context to the problem you are solving.
+Remember that you have already completed these steps so you do not need to perform them again.
+
+----------
+
+RESPONSE FORMAT:
+This is the format of the response you will make in order to solve the current issue.
+You will be given multiple iterations to complete this task so break it into steps and solve them one by one.
+
+Your output must contain the following:
+- First, thoughts about what your next action should be and plan it out.
+    - You will have a memory of your thoughts so you can use this to remember things for the next step.
+    - Use your thoughts to think about what you are currently doing, what you have done on prior steps and how that relates to solving the problem.
+- Second, create a piece of code that will execute your next action based on the thoughts you have.
+    - Remember that you can only have one action for each thought, do not include multiple actions.
+
+Your code MUST be surrounded in triple back ticks EXACTLY like this:
+```
+<code>
+```
+
+Notes:
+- Adhere to the format so that the program loop continues smoothly, it is very important to only give one command per output.
+- DO NOT give more than one command within the triple backticks. This will just throw an error and nothing will happen as a result.
+- Do not give multiple code blocks, if you do only the second one will be captured and run, this might give an error if the first one was necessary.
+- To execute multiple commands you should write them down in your thoughts section so you can remember it on the next step and execute them then.
+- The only commands you are not capable of executing are interactive commands like `python` or `node` by themselves.
+- If you think that you have completed the task that has been given to you based on your previous actions and outputs then use ``` exit ``` as the command to let the system know that you are done.
+- DO NOT make any copies of your previous memories those will be provided to you at each step, making copies just wastes time and energy. Think smarter not harder.
+- The write and edit commands requires proper indentation in the content section ex. `write hw.py def hello():
+    print('Hello World')` this is how you would have to format your write command.
+    - The white spaces matter as the code changes will be added to the code so they must have proper syntax.
+
+This is a template using the format described above
+Items in <> are suggestions for you, fill them out based on the context of the problem you are solving.
+
+[ FORMAT ]
+Thoughts:
+<Provide clear and concise thoughts on the next step to take, highlighting any important details or context that should be remembered.>
+<You can use multiple lines to express your thoughts>
+
+Action:
+```
+<command> <params>
+```
+[ END FORMAT ]
+
+Do not provide anything extra just your thought and action.
+
+You are currently trying to complete this task:
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+CURRENT WORKSPACE:
+    Open File: hello.sh on line 0
+    You can use these commands with the current file:
+    Navigation: `scroll_up`, `scroll_down`, and `goto <line>`
+    Modification: `edit <start_line> <end_line> <changes>`
+
+
+Keep all of the guidelines above in mind when you are thinking and making code.
+Please come up with a thought and action based on your current task and latest steps.
+Make sure that you do not repeat the same actions, there will not be any changes in result if you do not changes anything.
+Be very strict about the formatting that you use and make sure you follow the guidelines.
+NEVER output multiple commands. ONLY take ONE STEP at a time.
+When you have completed your task run the "exit" command.
+Begin with your thought about the next step and then come up with an action to perform your thought.
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_009.log b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_009.log
new file mode 100644
index 000000000000..8b0747ecaae1
--- /dev/null
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_009.log
@@ -0,0 +1,199 @@
+
+
+----------
+
+SYSTEM INFO:
+You am an autonomous coding agent, here to provide solutions for coding issues.
+You have been designed to assist you with a wide range of programming tasks, from code editing and debugging to testing and deployment.
+You have access to a variety of tools and commands that you can use to help you solve problems efficiently.
+
+INSTRUCTIONS:
+Now, you're going to solve this issue on your own. You can use any bash commands or custom commands you wish to complete your task. Edit all the files you need to and run any checks or tests that you want.
+Remember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command.
+When you're satisfied with all of the changes you've made, you can indicate that you are done by running the exit command.
+Note however that you cannot use any interactive session commands (e.g. python, vim, node) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.
+
+NOTE ABOUT THE write COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line!
+
+IMPORTANT TIPS:
+1. Reproduce the bug: Always start by trying to replicate the bug that the issue discusses. If the issue includes code for reproducing the bug, we recommend that you re-implement that in your environment and run it to ensure you can reproduce the bug. Then, start trying to fix it. When you think you've fixed the bug, re-run the bug reproduction script to make sure that the issue has indeed been resolved.
+   If the bug reproduction script does not print anything when it successfully runs, we recommend adding a print("Script completed successfully, no errors.") command at the end of the file, so that you can be sure the script ran fine all the way through.
+2. Try different commands: If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it.
+3. Navigate large files: If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, you would use the 'read' command like this: 'read <file> 583'. This is a much faster way to read through the file.
+4. Handle input files: If the bug reproduction script requires inputting/reading a specific file, such as 'buggy-input.png', and you'd like to understand how to input that file, conduct a search in the existing repository code to see whether someone else has already done that. Do this by running the command: 'search_dir "buggy-input.png"'. If that doesn't work, use the Linux 'find' command.
+5. Understand your context: Always make sure to look at the currently open file and the current working directory. The currently open file might be in a different directory than the working directory.
+6. Verify your edits: When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.
+7. Thoroughly test your solution: After making any changes to fix a bug, be sure to thoroughly test your solution to ensure the bug has been resolved. Re-run the bug reproduction script and verify that the issue has been addressed.
+
+
+DOCUMENTATION:
+It is recommend that you use the commands provided for interacting with files and your directory because they have been specially built for you.
+They will make it much easier for you to look at files and make changes. Using these commands will help you be better at your task.
+You can open an file by using either the read or write operations.
+- If a file already exists you should read it before making any changes. Use the `edit` command to make changes once you have read it.
+- If you are creating a new file use the write command. Use the `edit` command to make changes once you have created the new file.
+
+Commands:
+exit - Executed when task is complete
+read <file_name> [<start_line>] [<end_line>] - Shows a given file's contents starting from <start_line> up to <end_line>. Default: start_line = 0, end_line = -1. By default the whole file will be read.
+write <file> <changes> [<start_line>] [<end_line>] - Modifies a <file> by replacing the current lines between <start_line> and <end_line> with <changes>. Default start_line = 0 and end_line = -1. Calling this with no line args will replace the whole file.
+browse <url> - Returns the text version of any url, this can be useful to look up documentation or finding issues on github
+scroll_up - Takes no arguments. This will scroll up and show you the 100 lines above your current lines
+scroll_down - Takes no arguments. This will scroll down and show you the 100 lines below your current lines
+edit <start_line> <end_line> <changes> - This will modify lines in the currently open file. use start_line and end_line to designate which lines to change and then write the multiline changes
+goto <line_num> - This will take you directly to a line and show you the 100 lines below it.
+<bash_command> <args> - You can use any bash command you need (cd, ls, rm, grep, dir, mv, wget, git, zip, etc.) with their arguments included
+pip install <package> - You can use this to import python packages. Make sure you include the correct package name when using this command.
+ls - Use the ls command to view all the files in your current directory, this is a good starting point.
+NOT ALLOWED - You cannot use interactive commands like python or node
+Custom bash commands:
+None
+
+
+The following commands require an open file to be used: edit, scroll_up, scroll_down, goto
+To modify the current file use 'edit'. To move through the current file use 'goto' or 'scroll_up'/'scroll_down'
+when using write and edit do not surround the code with any "" just write the code.
+
+----------
+
+These are your past 4 actions:
+===== Previous Actions =====
+
+Memory 0:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 1:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 2:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 3:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+======= End Actions =======
+Use these memories to provide additional context to the problem you are solving.
+Remember that you have already completed these steps so you do not need to perform them again.
+
+----------
+
+RESPONSE FORMAT:
+This is the format of the response you will make in order to solve the current issue.
+You will be given multiple iterations to complete this task so break it into steps and solve them one by one.
+
+Your output must contain the following:
+- First, thoughts about what your next action should be and plan it out.
+    - You will have a memory of your thoughts so you can use this to remember things for the next step.
+    - Use your thoughts to think about what you are currently doing, what you have done on prior steps and how that relates to solving the problem.
+- Second, create a piece of code that will execute your next action based on the thoughts you have.
+    - Remember that you can only have one action for each thought, do not include multiple actions.
+
+Your code MUST be surrounded in triple back ticks EXACTLY like this:
+```
+<code>
+```
+
+Notes:
+- Adhere to the format so that the program loop continues smoothly, it is very important to only give one command per output.
+- DO NOT give more than one command within the triple backticks. This will just throw an error and nothing will happen as a result.
+- Do not give multiple code blocks, if you do only the second one will be captured and run, this might give an error if the first one was necessary.
+- To execute multiple commands you should write them down in your thoughts section so you can remember it on the next step and execute them then.
+- The only commands you are not capable of executing are interactive commands like `python` or `node` by themselves.
+- If you think that you have completed the task that has been given to you based on your previous actions and outputs then use ``` exit ``` as the command to let the system know that you are done.
+- DO NOT make any copies of your previous memories those will be provided to you at each step, making copies just wastes time and energy. Think smarter not harder.
+- The write and edit commands requires proper indentation in the content section ex. `write hw.py def hello():
+    print('Hello World')` this is how you would have to format your write command.
+    - The white spaces matter as the code changes will be added to the code so they must have proper syntax.
+
+This is a template using the format described above
+Items in <> are suggestions for you, fill them out based on the context of the problem you are solving.
+
+[ FORMAT ]
+Thoughts:
+<Provide clear and concise thoughts on the next step to take, highlighting any important details or context that should be remembered.>
+<You can use multiple lines to express your thoughts>
+
+Action:
+```
+<command> <params>
+```
+[ END FORMAT ]
+
+Do not provide anything extra just your thought and action.
+
+You are currently trying to complete this task:
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+CURRENT WORKSPACE:
+    Open File: hello.sh on line 0
+    You can use these commands with the current file:
+    Navigation: `scroll_up`, `scroll_down`, and `goto <line>`
+    Modification: `edit <start_line> <end_line> <changes>`
+
+
+Keep all of the guidelines above in mind when you are thinking and making code.
+Please come up with a thought and action based on your current task and latest steps.
+Make sure that you do not repeat the same actions, there will not be any changes in result if you do not changes anything.
+Be very strict about the formatting that you use and make sure you follow the guidelines.
+NEVER output multiple commands. ONLY take ONE STEP at a time.
+When you have completed your task run the "exit" command.
+Begin with your thought about the next step and then come up with an action to perform your thought.
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_010.log b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_010.log
new file mode 100644
index 000000000000..36dc58e7d7d6
--- /dev/null
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/prompt_010.log
@@ -0,0 +1,199 @@
+
+
+----------
+
+SYSTEM INFO:
+You am an autonomous coding agent, here to provide solutions for coding issues.
+You have been designed to assist you with a wide range of programming tasks, from code editing and debugging to testing and deployment.
+You have access to a variety of tools and commands that you can use to help you solve problems efficiently.
+
+INSTRUCTIONS:
+Now, you're going to solve this issue on your own. You can use any bash commands or custom commands you wish to complete your task. Edit all the files you need to and run any checks or tests that you want.
+Remember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command.
+When you're satisfied with all of the changes you've made, you can indicate that you are done by running the exit command.
+Note however that you cannot use any interactive session commands (e.g. python, vim, node) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.
+
+NOTE ABOUT THE write COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line!
+
+IMPORTANT TIPS:
+1. Reproduce the bug: Always start by trying to replicate the bug that the issue discusses. If the issue includes code for reproducing the bug, we recommend that you re-implement that in your environment and run it to ensure you can reproduce the bug. Then, start trying to fix it. When you think you've fixed the bug, re-run the bug reproduction script to make sure that the issue has indeed been resolved.
+   If the bug reproduction script does not print anything when it successfully runs, we recommend adding a print("Script completed successfully, no errors.") command at the end of the file, so that you can be sure the script ran fine all the way through.
+2. Try different commands: If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it.
+3. Navigate large files: If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, you would use the 'read' command like this: 'read <file> 583'. This is a much faster way to read through the file.
+4. Handle input files: If the bug reproduction script requires inputting/reading a specific file, such as 'buggy-input.png', and you'd like to understand how to input that file, conduct a search in the existing repository code to see whether someone else has already done that. Do this by running the command: 'search_dir "buggy-input.png"'. If that doesn't work, use the Linux 'find' command.
+5. Understand your context: Always make sure to look at the currently open file and the current working directory. The currently open file might be in a different directory than the working directory.
+6. Verify your edits: When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.
+7. Thoroughly test your solution: After making any changes to fix a bug, be sure to thoroughly test your solution to ensure the bug has been resolved. Re-run the bug reproduction script and verify that the issue has been addressed.
+
+
+DOCUMENTATION:
+It is recommend that you use the commands provided for interacting with files and your directory because they have been specially built for you.
+They will make it much easier for you to look at files and make changes. Using these commands will help you be better at your task.
+You can open an file by using either the read or write operations.
+- If a file already exists you should read it before making any changes. Use the `edit` command to make changes once you have read it.
+- If you are creating a new file use the write command. Use the `edit` command to make changes once you have created the new file.
+
+Commands:
+exit - Executed when task is complete
+read <file_name> [<start_line>] [<end_line>] - Shows a given file's contents starting from <start_line> up to <end_line>. Default: start_line = 0, end_line = -1. By default the whole file will be read.
+write <file> <changes> [<start_line>] [<end_line>] - Modifies a <file> by replacing the current lines between <start_line> and <end_line> with <changes>. Default start_line = 0 and end_line = -1. Calling this with no line args will replace the whole file.
+browse <url> - Returns the text version of any url, this can be useful to look up documentation or finding issues on github
+scroll_up - Takes no arguments. This will scroll up and show you the 100 lines above your current lines
+scroll_down - Takes no arguments. This will scroll down and show you the 100 lines below your current lines
+edit <start_line> <end_line> <changes> - This will modify lines in the currently open file. use start_line and end_line to designate which lines to change and then write the multiline changes
+goto <line_num> - This will take you directly to a line and show you the 100 lines below it.
+<bash_command> <args> - You can use any bash command you need (cd, ls, rm, grep, dir, mv, wget, git, zip, etc.) with their arguments included
+pip install <package> - You can use this to import python packages. Make sure you include the correct package name when using this command.
+ls - Use the ls command to view all the files in your current directory, this is a good starting point.
+NOT ALLOWED - You cannot use interactive commands like python or node
+Custom bash commands:
+None
+
+
+The following commands require an open file to be used: edit, scroll_up, scroll_down, goto
+To modify the current file use 'edit'. To move through the current file use 'goto' or 'scroll_up'/'scroll_down'
+when using write and edit do not surround the code with any "" just write the code.
+
+----------
+
+These are your past 4 actions:
+===== Previous Actions =====
+
+Memory 0:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 1:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 2:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+
+Memory 3:
+Previous Action:
+action: write
+args:
+  path: hello.sh
+  start: 0
+  end: -1
+  thought: Thoughts:
+  I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+  Action:
+
+Output from Action:
+observation: write
+content:
+extras:
+  path: hello.sh
+======= End Actions =======
+Use these memories to provide additional context to the problem you are solving.
+Remember that you have already completed these steps so you do not need to perform them again.
+
+----------
+
+RESPONSE FORMAT:
+This is the format of the response you will make in order to solve the current issue.
+You will be given multiple iterations to complete this task so break it into steps and solve them one by one.
+
+Your output must contain the following:
+- First, thoughts about what your next action should be and plan it out.
+    - You will have a memory of your thoughts so you can use this to remember things for the next step.
+    - Use your thoughts to think about what you are currently doing, what you have done on prior steps and how that relates to solving the problem.
+- Second, create a piece of code that will execute your next action based on the thoughts you have.
+    - Remember that you can only have one action for each thought, do not include multiple actions.
+
+Your code MUST be surrounded in triple back ticks EXACTLY like this:
+```
+<code>
+```
+
+Notes:
+- Adhere to the format so that the program loop continues smoothly, it is very important to only give one command per output.
+- DO NOT give more than one command within the triple backticks. This will just throw an error and nothing will happen as a result.
+- Do not give multiple code blocks, if you do only the second one will be captured and run, this might give an error if the first one was necessary.
+- To execute multiple commands you should write them down in your thoughts section so you can remember it on the next step and execute them then.
+- The only commands you are not capable of executing are interactive commands like `python` or `node` by themselves.
+- If you think that you have completed the task that has been given to you based on your previous actions and outputs then use ``` exit ``` as the command to let the system know that you are done.
+- DO NOT make any copies of your previous memories those will be provided to you at each step, making copies just wastes time and energy. Think smarter not harder.
+- The write and edit commands requires proper indentation in the content section ex. `write hw.py def hello():
+    print('Hello World')` this is how you would have to format your write command.
+    - The white spaces matter as the code changes will be added to the code so they must have proper syntax.
+
+This is a template using the format described above
+Items in <> are suggestions for you, fill them out based on the context of the problem you are solving.
+
+[ FORMAT ]
+Thoughts:
+<Provide clear and concise thoughts on the next step to take, highlighting any important details or context that should be remembered.>
+<You can use multiple lines to express your thoughts>
+
+Action:
+```
+<command> <params>
+```
+[ END FORMAT ]
+
+Do not provide anything extra just your thought and action.
+
+You are currently trying to complete this task:
+Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point.
+
+CURRENT WORKSPACE:
+    Open File: hello.sh on line 0
+    You can use these commands with the current file:
+    Navigation: `scroll_up`, `scroll_down`, and `goto <line>`
+    Modification: `edit <start_line> <end_line> <changes>`
+
+
+Keep all of the guidelines above in mind when you are thinking and making code.
+Please come up with a thought and action based on your current task and latest steps.
+Make sure that you do not repeat the same actions, there will not be any changes in result if you do not changes anything.
+Be very strict about the formatting that you use and make sure you follow the guidelines.
+NEVER output multiple commands. ONLY take ONE STEP at a time.
+When you have completed your task run the "exit" command.
+Begin with your thought about the next step and then come up with an action to perform your thought.
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/response_001.log b/tests/integration/mock/SWEAgent/test_write_simple_script/response_001.log
index c434807f55e3..d396d5d16e57 100644
--- a/tests/integration/mock/SWEAgent/test_write_simple_script/response_001.log
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/response_001.log
@@ -1,8 +1,7 @@
 Thoughts:
-To solve the task of writing a shell script named 'hello.sh' that prints 'hello', I need to create a new file named 'hello.sh'. I will then write the necessary shell script code into this file.
+I need to create a shell script named 'hello.sh' that prints 'hello' when executed. I will use the 'write' command to create the script with the required content.
 
 Action:
 ```
-write hello.sh #!/bin/bash
-echo "hello"
+write hello.sh "echo 'hello'"
 ```
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/response_002.log b/tests/integration/mock/SWEAgent/test_write_simple_script/response_002.log
index 1cc79f854be9..581088f3b8c7 100644
--- a/tests/integration/mock/SWEAgent/test_write_simple_script/response_002.log
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/response_002.log
@@ -1,8 +1,7 @@
 Thoughts:
-The task is to write a shell script named 'hello.sh' that prints 'hello'. I have already created the file 'hello.sh' in a previous step. Now, I need to write the shell script code into this file. The script should include the shebang line to specify the shell interpreter and a command to print 'hello'.
+I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
 
 Action:
 ```
-write hello.sh #!/bin/bash
-echo "hello"
+edit 0 -1 "echo 'hello'"
 ```
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/response_003.log b/tests/integration/mock/SWEAgent/test_write_simple_script/response_003.log
index 49592827e54b..581088f3b8c7 100644
--- a/tests/integration/mock/SWEAgent/test_write_simple_script/response_003.log
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/response_003.log
@@ -1,7 +1,7 @@
 Thoughts:
-I need to verify the contents of the 'hello.sh' script to ensure that it correctly contains the shell script code to print 'hello'. This involves checking if the shebang line is present and if the print command is correctly written. If the script is correct, I can then proceed to test it to confirm its functionality.
+I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
 
 Action:
 ```
-read hello.sh
+edit 0 -1 "echo 'hello'"
 ```
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/response_004.log b/tests/integration/mock/SWEAgent/test_write_simple_script/response_004.log
index 2092717d50bf..d2bc897518d9 100644
--- a/tests/integration/mock/SWEAgent/test_write_simple_script/response_004.log
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/response_004.log
@@ -1,7 +1,7 @@
 Thoughts:
-The shell script 'hello.sh' has been written and contains the necessary commands to print 'hello'. The next step is to test the script to ensure it functions as expected. This involves running the script and checking the output. If the script runs successfully and prints 'hello', then the task is completed.
+I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
 
 Action:
 ```
-bash hello.sh
+edit 0 -1 "echo 'hello'"
 ```
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/response_005.log b/tests/integration/mock/SWEAgent/test_write_simple_script/response_005.log
index 751550108055..d2bc897518d9 100644
--- a/tests/integration/mock/SWEAgent/test_write_simple_script/response_005.log
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/response_005.log
@@ -1,7 +1,7 @@
 Thoughts:
-The shell script 'hello.sh' has been successfully created and tested, and it correctly prints 'hello' as required. The script includes the shebang line and the echo command to print 'hello'. Since the script is functioning as expected and meets the task requirements, there are no further modifications or tests needed. It's time to conclude this task.
+I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
 
 Action:
 ```
-exit
+edit 0 -1 "echo 'hello'"
 ```
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/response_006.log b/tests/integration/mock/SWEAgent/test_write_simple_script/response_006.log
new file mode 100644
index 000000000000..581088f3b8c7
--- /dev/null
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/response_006.log
@@ -0,0 +1,7 @@
+Thoughts:
+I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+Action:
+```
+edit 0 -1 "echo 'hello'"
+```
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/response_007.log b/tests/integration/mock/SWEAgent/test_write_simple_script/response_007.log
new file mode 100644
index 000000000000..581088f3b8c7
--- /dev/null
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/response_007.log
@@ -0,0 +1,7 @@
+Thoughts:
+I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+Action:
+```
+edit 0 -1 "echo 'hello'"
+```
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/response_008.log b/tests/integration/mock/SWEAgent/test_write_simple_script/response_008.log
new file mode 100644
index 000000000000..d2bc897518d9
--- /dev/null
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/response_008.log
@@ -0,0 +1,7 @@
+Thoughts:
+I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+Action:
+```
+edit 0 -1 "echo 'hello'"
+```
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/response_009.log b/tests/integration/mock/SWEAgent/test_write_simple_script/response_009.log
new file mode 100644
index 000000000000..d2bc897518d9
--- /dev/null
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/response_009.log
@@ -0,0 +1,7 @@
+Thoughts:
+I have already created the 'hello.sh' file, and now I need to add the code to the file that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+Action:
+```
+edit 0 -1 "echo 'hello'"
+```
diff --git a/tests/integration/mock/SWEAgent/test_write_simple_script/response_010.log b/tests/integration/mock/SWEAgent/test_write_simple_script/response_010.log
new file mode 100644
index 000000000000..581088f3b8c7
--- /dev/null
+++ b/tests/integration/mock/SWEAgent/test_write_simple_script/response_010.log
@@ -0,0 +1,7 @@
+Thoughts:
+I need to add the code to the 'hello.sh' script that will print 'hello' when executed. I will use the 'edit' command to add the necessary code to the file.
+
+Action:
+```
+edit 0 -1 "echo 'hello'"
+```
diff --git a/tests/integration/regenerate.sh b/tests/integration/regenerate.sh
new file mode 100755
index 000000000000..a0f54d523933
--- /dev/null
+++ b/tests/integration/regenerate.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+set -eo pipefail
+
+WORKSPACE_MOUNT_PATH=$(pwd)/workspace
+
+# FIXME: SWEAgent hangs, so it goes last
+agents=("MonologueAgent" "CodeActAgent" "PlannerAgent" "SWEAgent")
+
+for agent in "${agents[@]}"; do
+  echo -e "\n\n\n\n========Generating test data for $agent========\n\n\n\n"
+  rm -rf logs
+  rm -rf _test_workspace
+  rm -rf tests/integration/mock/$agent/test_write_simple_script/*
+  mkdir _test_workspace
+  echo -e "/exit\n" | poetry run python ./opendevin/core/main.py \
+    -i 10 \
+    -t "Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point." \
+    -c $agent \
+    -d "./_test_workspace"
+
+  mv logs/llm/**/* tests/integration/mock/$agent/test_write_simple_script/
+done
+
+rm -rf logs
+rm -rf _test_workspace
+echo "Done!"
diff --git a/tests/integration/test_agent.py b/tests/integration/test_agent.py
index 5eea4ac5c044..7853b697bdaa 100644
--- a/tests/integration/test_agent.py
+++ b/tests/integration/test_agent.py
@@ -14,7 +14,7 @@
     reason='CodeActAgent does not support exec sandbox since exec sandbox is NOT stateful',
 )
 def test_write_simple_script():
-    task = "Write a shell script 'hello.sh' that prints 'hello'."
+    task = "Write a shell script 'hello.sh' that prints 'hello'. Do not ask me for confirmation at any point."
     asyncio.run(main(task))
 
     # Verify the script file exists
diff --git a/tests/unit/test_action_github.py b/tests/unit/test_action_github.py
index 4a6c42f01641..1f115a99de52 100644
--- a/tests/unit/test_action_github.py
+++ b/tests/unit/test_action_github.py
@@ -8,8 +8,7 @@
 from opendevin.core.schema.config import ConfigType
 from opendevin.events.action.github import GitHubPushAction, GitHubSendPRAction
 from opendevin.events.observation.commands import CmdOutputObservation
-from opendevin.events.observation.error import AgentErrorObservation
-from opendevin.events.observation.message import AgentMessageObservation
+from opendevin.events.observation.error import ErrorObservation
 from opendevin.events.stream import EventStream
 from opendevin.llm.llm import LLM
 
@@ -74,8 +73,8 @@ async def test_run_push_error_missing_token(
     result = await push_action.run(agent_controller)
 
     # Verify the result is an error due to missing token
-    assert isinstance(result, AgentErrorObservation)
-    assert result.message == 'Oops. Something went wrong: GITHUB_TOKEN is not set'
+    assert isinstance(result, ErrorObservation)
+    assert result.message == 'GITHUB_TOKEN is not set'
 
 
 @pytest.mark.asyncio
@@ -101,7 +100,6 @@ async def test_run_pull_request_created_successfully(mock_post, agent_controller
     result = await pr_action.run(agent_controller)
 
     # Verify the result is a success observation
-    assert isinstance(result, AgentMessageObservation)
     assert 'Pull request created successfully' in result.content
     assert 'https://github.com/example/pull/1' in result.content
 
@@ -129,7 +127,7 @@ async def test_run_pull_request_creation_failed(mock_post, agent_controller):
     result = await pr_action.run(agent_controller)
 
     # Verify the result is an error observation
-    assert isinstance(result, AgentErrorObservation)
+    assert isinstance(result, ErrorObservation)
     assert 'Failed to create pull request' in result.content
     assert 'Status code: 400' in result.content
     assert 'Bad Request' in result.content
@@ -150,5 +148,5 @@ async def test_run_error_missing_token(agent_controller):
     result = await pr_action.run(agent_controller)
 
     # Verify the result is an error due to missing token
-    assert isinstance(result, AgentErrorObservation)
+    assert isinstance(result, ErrorObservation)
     assert 'GITHUB_TOKEN is not set' in result.message
diff --git a/tests/unit/test_action_serialization.py b/tests/unit/test_action_serialization.py
index 2d699a95b64e..99aab6b903d7 100644
--- a/tests/unit/test_action_serialization.py
+++ b/tests/unit/test_action_serialization.py
@@ -3,13 +3,13 @@
     AddTaskAction,
     AgentFinishAction,
     AgentRecallAction,
-    AgentThinkAction,
     BrowseURLAction,
     CmdKillAction,
     CmdRunAction,
     FileReadAction,
     FileWriteAction,
     GitHubPushAction,
+    MessageAction,
     ModifyTaskAction,
     action_from_dict,
 )
@@ -18,52 +18,55 @@
 def serialization_deserialization(original_action_dict, cls):
     action_instance = action_from_dict(original_action_dict)
     assert isinstance(
-        action_instance, Action), 'The action instance should be an instance of Action.'
+        action_instance, Action
+    ), 'The action instance should be an instance of Action.'
     assert isinstance(
-        action_instance, cls), f'The action instance should be an instance of {cls.__name__}.'
+        action_instance, cls
+    ), f'The action instance should be an instance of {cls.__name__}.'
     serialized_action_dict = action_instance.to_dict()
     serialized_action_memory = action_instance.to_memory()
     serialized_action_dict.pop('message')
-    assert serialized_action_dict == original_action_dict, 'The serialized action should match the original action dict.'
-    assert serialized_action_memory == original_action_dict, 'The serialized action in memory should match the original action dict.'
+    assert (
+        serialized_action_dict == original_action_dict
+    ), 'The serialized action should match the original action dict.'
+    assert (
+        serialized_action_memory == original_action_dict
+    ), 'The serialized action in memory should match the original action dict.'
 
 
-def test_agent_think_action_serialization_deserialization():
+def test_message_action_serialization_deserialization():
     original_action_dict = {
-        'action': 'think',
-        'args': {'thought': 'This is a test.'}
+        'action': 'message',
+        'args': {
+            'content': 'This is a test.',
+            'wait_for_response': False,
+        },
     }
-    serialization_deserialization(original_action_dict, AgentThinkAction)
+    serialization_deserialization(original_action_dict, MessageAction)
 
 
 def test_agent_recall_action_serialization_deserialization():
     original_action_dict = {
         'action': 'recall',
-        'args': {'query': 'Test query.', 'thought': ''}
+        'args': {'query': 'Test query.', 'thought': ''},
     }
     serialization_deserialization(original_action_dict, AgentRecallAction)
 
 
 def test_agent_finish_action_serialization_deserialization():
-    original_action_dict = {
-        'action': 'finish',
-        'args': {'outputs': {}, 'thought': ''}
-    }
+    original_action_dict = {'action': 'finish', 'args': {'outputs': {}, 'thought': ''}}
     serialization_deserialization(original_action_dict, AgentFinishAction)
 
 
 def test_cmd_kill_action_serialization_deserialization():
-    original_action_dict = {
-        'action': 'kill',
-        'args': {'id': '1337', 'thought': ''}
-    }
+    original_action_dict = {'action': 'kill', 'args': {'id': '1337', 'thought': ''}}
     serialization_deserialization(original_action_dict, CmdKillAction)
 
 
 def test_cmd_run_action_serialization_deserialization():
     original_action_dict = {
         'action': 'run',
-        'args': {'command': 'echo "Hello world"', 'background': True, 'thought': ''}
+        'args': {'command': 'echo "Hello world"', 'background': True, 'thought': ''},
     }
     serialization_deserialization(original_action_dict, CmdRunAction)
 
@@ -71,7 +74,7 @@ def test_cmd_run_action_serialization_deserialization():
 def test_browse_url_action_serialization_deserialization():
     original_action_dict = {
         'action': 'browse',
-        'args': {'thought': '', 'url': 'https://www.example.com'}
+        'args': {'thought': '', 'url': 'https://www.example.com'},
     }
     serialization_deserialization(original_action_dict, BrowseURLAction)
 
@@ -79,7 +82,7 @@ def test_browse_url_action_serialization_deserialization():
 def test_github_push_action_serialization_deserialization():
     original_action_dict = {
         'action': 'push',
-        'args': {'owner': 'myname', 'repo': 'myrepo', 'branch': 'main'}
+        'args': {'owner': 'myname', 'repo': 'myrepo', 'branch': 'main'},
     }
     serialization_deserialization(original_action_dict, GitHubPushAction)
 
@@ -87,7 +90,7 @@ def test_github_push_action_serialization_deserialization():
 def test_file_read_action_serialization_deserialization():
     original_action_dict = {
         'action': 'read',
-        'args': {'path': '/path/to/file.txt', 'start': 0, 'end': -1, 'thought': 'None'}
+        'args': {'path': '/path/to/file.txt', 'start': 0, 'end': -1, 'thought': 'None'},
     }
     serialization_deserialization(original_action_dict, FileReadAction)
 
@@ -95,7 +98,13 @@ def test_file_read_action_serialization_deserialization():
 def test_file_write_action_serialization_deserialization():
     original_action_dict = {
         'action': 'write',
-        'args': {'path': '/path/to/file.txt', 'content': 'Hello world', 'start': 0, 'end': 1, 'thought': 'None'}
+        'args': {
+            'path': '/path/to/file.txt',
+            'content': 'Hello world',
+            'start': 0,
+            'end': 1,
+            'thought': 'None',
+        },
     }
     serialization_deserialization(original_action_dict, FileWriteAction)
 
@@ -103,7 +112,12 @@ def test_file_write_action_serialization_deserialization():
 def test_add_task_action_serialization_deserialization():
     original_action_dict = {
         'action': 'add_task',
-        'args': {'parent': 'Test parent', 'goal': 'Test goal', 'subtasks': [], 'thought': ''}
+        'args': {
+            'parent': 'Test parent',
+            'goal': 'Test goal',
+            'subtasks': [],
+            'thought': '',
+        },
     }
     serialization_deserialization(original_action_dict, AddTaskAction)
 
@@ -111,6 +125,6 @@ def test_add_task_action_serialization_deserialization():
 def test_modify_task_action_serialization_deserialization():
     original_action_dict = {
         'action': 'modify_task',
-        'args': {'id': 1, 'state': 'Test state.', 'thought': ''}
+        'args': {'id': 1, 'state': 'Test state.', 'thought': ''},
     }
     serialization_deserialization(original_action_dict, ModifyTaskAction)
diff --git a/tests/unit/test_observation_serialization.py b/tests/unit/test_observation_serialization.py
index 4159f3c13dd8..e92d9645e3b9 100644
--- a/tests/unit/test_observation_serialization.py
+++ b/tests/unit/test_observation_serialization.py
@@ -13,12 +13,21 @@ def test_observation_serialization_deserialization():
         'content': 'foo.txt',
     }
     observation_instance = observation_from_dict(original_observation_dict)
-    assert isinstance(observation_instance, Observation), 'The observation instance should be an instance of Action.'
-    assert isinstance(observation_instance, CmdOutputObservation), 'The observation instance should be an instance of AgentThinkAction.'
+    assert isinstance(
+        observation_instance, Observation
+    ), 'The observation instance should be an instance of Action.'
+    assert isinstance(
+        observation_instance, CmdOutputObservation
+    ), 'The observation instance should be an instance of CmdOutputObservation.'
     serialized_observation_dict = observation_instance.to_dict()
     serialized_observation_memory = observation_instance.to_memory()
-    assert serialized_observation_dict == original_observation_dict, 'The serialized observation should match the original observation dict.'
+    assert (
+        serialized_observation_dict == original_observation_dict
+    ), 'The serialized observation should match the original observation dict.'
     original_observation_dict.pop('message')
-    assert serialized_observation_memory == original_observation_dict, 'The serialized observation in memory should match the original observation dict.'
+    assert (
+        serialized_observation_memory == original_observation_dict
+    ), 'The serialized observation in memory should match the original observation dict.'
+
 
 # Additional tests for various observation subclasses can be included here
diff --git a/tests/unit/test_response_parsing.py b/tests/unit/test_response_parsing.py
index fc3879483eff..76cd6f928a9f 100644
--- a/tests/unit/test_response_parsing.py
+++ b/tests/unit/test_response_parsing.py
@@ -1,21 +1,24 @@
 import pytest
-from agenthub.micro.agent import parse_response, LLMOutputError
+
+from agenthub.micro.agent import LLMOutputError, parse_response
 from opendevin.events.action import (
-    AgentThinkAction,
     FileWriteAction,
+    MessageAction,
 )
 
 
 def test_parse_single_complete_json():
     input_response = """
     {
-        "action": "think",
+        "action": "message",
         "args": {
-            "thought": "The following typos were fixed:\\n* 'futur' -> 'future'\\n* 'imagin' -> 'imagine'\\n* 'techological' -> 'technological'\\n* 'responsability' -> 'responsibility'\\nThe corrected file is ./short_essay.txt."
+            "content": "The following typos were fixed:\\n* 'futur' -> 'future'\\n* 'imagin' -> 'imagine'\\n* 'techological' -> 'technological'\\n* 'responsability' -> 'responsibility'\\nThe corrected file is ./short_essay.txt."
         }
     }
     """
-    expected = AgentThinkAction(thought="The following typos were fixed:\n* 'futur' -> 'future'\n* 'imagin' -> 'imagine'\n* 'techological' -> 'technological'\n* 'responsability' -> 'responsibility'\nThe corrected file is ./short_essay.txt.")
+    expected = MessageAction(
+        "The following typos were fixed:\n* 'futur' -> 'future'\n* 'imagin' -> 'imagine'\n* 'techological' -> 'technological'\n* 'responsability' -> 'responsibility'\nThe corrected file is ./short_essay.txt."
+    )
     assert parse_response(input_response) == expected
 
 
@@ -31,7 +34,9 @@ def test_parse_json_with_surrounding_text():
     }
     Some trailing text that is also not JSON formatted.
     """
-    expected = FileWriteAction(path="./updated_file.txt", content="Updated text content here...")
+    expected = FileWriteAction(
+        path='./updated_file.txt', content='Updated text content here...'
+    )
     assert parse_response(input_response) == expected
 
 
@@ -53,7 +58,7 @@ def test_parse_first_of_multiple_jsons():
         }
     }
     """
-    expected = FileWriteAction(path="./short_essay.txt", content="Text content here...")
+    expected = FileWriteAction(path='./short_essay.txt', content='Text content here...')
     assert parse_response(input_response) == expected
 
 


Code review comments:
diff_hunk: @@ -0,0 +1,18 @@
+from dataclasses import dataclass
+
+from opendevin.core.schema import ObservationType
+
+from .observation import Observation
+
+
+@dataclass
+class SuccessObservation(Observation):
+    """
+    This data class represents an error encountered by the agent.
path: opendevin/events/observation/success.py
text: @user1:
```suggestion
    This data class represents the result of a successful action.
```

@author:
good catch!