Check a LaTeX draft for citation and reference issues across several .tex files and a .bib bibliography — verify every \cite{}, \label{}, \ref{} and \autoref{} resolves, and fix the broken ones to the correct names.
Help me check my LaTeX paper draft for citation and reference issues. I have several .tex files and a .bib bibliography file. Please verify that all \cite{}, \label{}, \ref{} and \autoref{} commands work properly and cross-reference correctly across all files. If any citations or references are broken, misnamed or even incorrect, help me fix them to use the correct names from the .bib file and LaTeX labels.---
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). || 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). |
---
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 awk
diff 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`.
## 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.| 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 awk
diff tee xargs jq unzip curlwith 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.
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.
| Model | VFS | MCP | VFS Tokens | MCP Tokens | Token Reduction Rate |
|---|---|---|---|---|---|
| Claude Opus 5.5 | 0/1 | 0/1 | 277k | 438k | 37% |
| GPT-6.1 Sol | 0/1 | 0/1 | 170k | 325k | 48% |
| GPT-5.6 Luna | 0/1 | 1/1 | 1.45M | 1.71M | 15% |
| Claude Haiku 5.5 | 0/1 | 0/1 | 1.60M | 3.04M | 47% |
| Gemini 3.8 Flash | 0/1 | 0/1 | 6.40M | 7.34M | 13% |