Replace the TODO at the end of the paper's appendix with a new section showing the Simple Prompt and Complex Prompt found in the codebase, in boxes styled exactly like those in the M-STAR paper (arXiv 2412.17451), adding only the package imports and color definitions they need.
Task Prompt
Only edit the TODO part at the end of the appendix within my paper Latex project, without affecting any other content of the paper to help me do so: Add a new section at the end of the appendix to display the Simple Prompt and the Complex Prompt we actually used, in a box style exactly the same in M-STAR (https://arxiv.org/pdf/2412.17451). You can find these needed prompts in our codebase. You only need to replace the text part of the box without modifying any style, color or fontsize etc, except that you must use '\\' for new lines, please just set the names of the boxes as `Simple Prompt` and `Complex Prompt`. You also need to handle proper package import and consistent color definition if necessary (this is the only edit you can make besides the TODO part). Do not change the file names in my paper project.
VFS.md
---name: workspace-filesystemdescription: The virtual filesystem layout of this workspace.---# Virtual FilesystemYou work in a terminal over a virtual filesystem. Read files with shellcommands; service operations are listed in SKILL.md.| Path | Description ||---|---||`/workspace`| Agent workspace; current directory and home (`~`). ||`/tmp`| Temporary files. ||`/dev`| Device files: `null` and `zero` (mounted automatically). |
name
workspace-filesystem
description
The virtual filesystem layout of this workspace.
Virtual Filesystem
You work in a terminal over a virtual filesystem. Read files with shell commands; service operations are listed in SKILL.md.
Path
Description
/workspace
Agent workspace; current directory and home (~).
/tmp
Temporary files.
/dev
Device files: null and zero (mounted automatically).
SKILL.md
---name: workspace-commandsdescription: The shell commands and task tools available in this workspace.---# Available commandsStandard Unix commands, among them: cat head tail ls find grep wc sort uniq cut tr sed awk diff tee xargs jq unzip curlwith pipes, `>` redirection, `$(...)` substitution and `$'...'`.The task CLIs below are registered with this shell rather than installedas files; do not inspect them with `which`, `file` or `/usr/bin`.## arxiv-latexUse `arxiv-latex <command> '<JSON arguments>'`. Run`arxiv-latex <command> --help` to get more information.| Command | Arguments | Description ||---|---|---||`arxiv-latex get-paper-prompt`|`{arxiv_id: str}`| Get a flattened LaTeX code of a paper from arXiv ID. Args: arxiv_id: The arXiv ID of the paper (e.g., '2403.12345') Returns: A flattened LaTeX code of the paper that can be used as a prompt for an LLM |## gitUse `git --help` for Git operations on workspace repositories.## python3Execute Python code directly under the agent workspace and return stdoutand stderr. Code can be pasted into a `.py` file and run with `python3`.Python cannot launch subprocesses or make direct network requests. Run thedocumented service commands directly in the shell. Use Python for localfile processing and generating JSON arguments.
name
workspace-commands
description
The shell commands and task tools available in this workspace.
Available commands
Standard Unix commands, among them:
cat head tail ls find grep wc sort uniq cut tr sed awkdiff tee xargs jq unzip curl
with pipes, > redirection, $(...) substitution and $'...'.
The task CLIs below are registered with this shell rather than installed as files; do not inspect them with which, file or /usr/bin.
arxiv-latex
Use arxiv-latex <command> '<JSON arguments>'. Run arxiv-latex <command> --help to get more information.
Command
Arguments
Description
arxiv-latex get-paper-prompt
{arxiv_id: str}
Get a flattened LaTeX code of a paper from arXiv ID. Args: arxiv_id: The arXiv ID of the paper (e.g., '2403.12345') Returns: A flattened LaTeX code of the paper that can be used as a prompt for an LLM
git
Use git --help for Git operations on workspace repositories.
python3
Execute Python code directly under the agent workspace and return stdout and stderr. Code can be pasted into a .py file and run with python3.
Python cannot launch subprocesses or make direct network requests. Run the documented service commands directly in the shell. Use Python for local file processing and generating JSON arguments.
VFS passed
4/5
MCP passed
3/5
Fewer tokens with VFS
5 of 5 models
Passes and mean tokens per run for each model, VFS vs MCP