The Complete Production SOP: How to Deploy and Run LaTeX Overleaf Academic Paper Master in Autonomous AI Agents

---
name: "latex-academic-paper-bibtex"
description: "Author IEEE, ACM, and Springer camera-ready academic papers with LaTeX and BibTeX."
metadata:
  author: "LaTeX Project"
  version: "1.0.0"
  runtime_compatibility:
    - "codex"
    - "claude-code"
    - "cursor"
    - "windsurf"
triggers:
  - "format ieee conference paper latex"
  - "write bibtex bibliography"
  - "format algorithm pseudocode latex"
permissions:
  fs_read: true
  fs_write: "workspace"
  shell_exec: false
  net_access: false
---

# LaTeX Overleaf Academic Paper Master Execution Guidelines
1. Use \documentclass[conference]{IEEEtran} or \documentclass[sigconf]{acmart}.
2. Separate bibliography into bibliography.bib; use \cite{key} without manual numbering.
3. Wrap multi-panel figures in figure* for two-column spanning; define explicit widths.
4. Ensure algorithms use algorithmicx or algpseudocode without conflicting legacy packages.

TARGET = main
LATEXMK = latexmk -pdf -interaction=nonstopmode -synctex=1

all: $(TARGET).pdf

$(TARGET).pdf: $(TARGET).tex bibliography.bib
	$(LATEXMK) $(TARGET).tex

lint:
	chktex -v0 $(TARGET).tex

clean:
	latexmk -C
	rm -f *.bbl *.nav *.snm *.synctex.gz

\documentclass[conference]{IEEEtran}
\IEEEoverridecommandlockouts
\usepackage{cite}
\usepackage{amsmath,amssymb,amsfonts}
\usepackage{algorithmic}
\usepackage{graphicx}
\usepackage{textcomp}
\usepackage{xcolor}

\begin{document}
\title{Deterministic Neural Scheduling via Edge AI}
\author{\IEEEauthorblockN{Anonymous Authors}\IEEEauthorblockA{\textit{Department of Computer Science} \\ \textit{Institution}\\City, Country}}
\maketitle

\begin{abstract}
This paper introduces an autonomous scheduling protocol...
\end{abstract}

\input{sections/introduction}
\input{sections/methodology}

\bibliographystyle{IEEEtran}
\bibliography{bibliography}
\end{document}

#!/usr/bin/env bash
set -euo pipefail

echo '==> Linting LaTeX source...'
chktex -q -e16 -e24 main.tex

echo '==> Compiling LaTeX document...'
latexmk -pdf -halt-on-error main.tex

echo '==> Checking for undefined references or citations...'
if grep -E 'LaTeX Warning: (There were undefined references|Citation .* undefined)' main.log; then
  echo 'Verification failed: Undefined citations or cross-references found in main.log'
  exit 1
fi

echo 'Verification passed cleanly.'