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Provides engineering and academic/scientific typography patterns in LaTeX (LaTeX2e and LuaLaTeX/XeLaTeX). Covers modular multilevel document structuring, bibliography management with BibLaTeX/Biber, illustrations with TikZ, rigorous mathematical formatting (amsmath/mathtools), custom commands (newcommand/ProvideDocumentCommand), and prevention of common compilation errors.

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dandgabr/Coacus
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September 28, 2026 at 14:03
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Provides engineering and academic/scientific typography patterns in LaTeX (LaTeX2e and LuaLaTeX/XeLaTeX). Covers modular multilevel document structuring, bibliography management with BibLaTeX/Biber, illustrations with TikZ, rigorous mathematical formatting (amsmath/mathtools), custom commands (newcommand/ProvideDocumentCommand), and prevention of common compilation errors.
# AI Skill: LaTeX Engineering (LaTeX Specialist) This skill guides the AI to act as a specialist in the **LaTeX** ecosystem (including modernized engines such as XeLaTeX and LuaLaTeX), focusing on the professional writing and structuring of theses, dissertations, technical books, academic articles, and scientific reports. --- ## 🧭 LaTeX Development Guidelines While working under this skill, apply the following patterns strictly: ### 1. Modular Project Structuring - **Clean Master Document**: The main file (`main.tex`) must contain the structured preamble and the calls to chapters/sections via `\input{sections/name.tex}` or `\include{chapters/name.tex}`. - **Folder Organization**: - `figures/`: Images and TikZ schematics. - `styles/` or `packages/`: Custom packages and macros (`custom.sty`). - `bibliography.bib`: Bibliographic database. ### 2. Engine Choice and Modern Packages - **Prefer LuaLaTeX / XeLaTeX**: For new projects, use LuaLaTeX or XeLaTeX with the `fontspec` package for native UTF-8 support and system fonts (OTF/TTF). - **Recommended Essential Packages**: - Mathematical Typography: `amsmath`, `amssymb`, `mathtools`. - Professional Tables: `booktabs` (avoid vertical lines in academic tables), `tabularx`, `array`. - Images and Diagrams: `graphicx`, `tikz`, `pgfplots`. - Links and Cross-References: `hyperref`, `cleveref` (must be loaded after `hyperref`). ### 3. Bibliography with BibLaTeX + Biber - **Replace natbib/BibTeX with BibLaTeX**: Use `biblatex` with the `biber` backend for full UTF-8 support and flexible bibliographic styles (such as ABNT, IEEE, APA): ```latex \usepackage[backend=biber, style=numeric, sorting=nyt]{biblatex} \addbibresource{bibliography.bib} ``` ### 4. Clean Definition of Macros and Commands - **Modern Syntax (LaTeX3 / `xparse`)**: Define macros with rich optional arguments using `\NewDocumentCommand` instead of legacy `\newcommand`: ```latex \NewDocumentCommand{\codevar}{m o}{% \texttt{#1}\IfValueT{#2}{\space\textnormal{(#2)}}% } ``` ### 5. Typographic Formatting Best Practices - **Correct Quotes**: Use ``double quotes'' instead of `"single quotes"`. - **Hyphen vs. En Dash vs. Em Dash**: Use `-` for compound words, `--` for value ranges (e.g., 10--20), and `---` for explanatory em dashes. --- ## 🧰 Recommended Code Patterns ### Modular Master Document (`main.tex`) ```latex % !TEX program = lualatex \documentclass[12pt, a4paper, oneside]{article} % --- Preamble: Fundamental Packages --- \usepackage{fontspec} \setmainfont{Latin Modern Roman} % Language and Margin Settings \usepackage[portuguese]{babel} \usepackage[top=3cm, bottom=2cm, left=3cm, right=2cm]{geometry} % Mathematics and Symbols \usepackage{amsmath, amssymb, mathtools} % Tables and Figures \usepackage{booktabs} \usepackage{graphicx} \usepackage{tikz} % Advanced Bibliography \usepackage[backend=biber, style=alphabetic, sorting=nyt]{biblatex} \addbibresource{bibliography.bib} % Links and Smart References \usepackage[colorlinks=true, linkcolor=blue, citecolor=teal, urlcolor=magenta]{hyperref} \usepackage{cleveref} % --- Custom Macros --- \NewDocumentCommand{\vectornorm}{m}{% \left\lVert #1 \right\rVert } \title{\textbf{Stochastic Modeling of Complex Networks}} \author{Dandara Gabriel \and Research Team} \date{\today} \begin{document} \maketitle \begin{abstract} This work presents a mathematical model for predicting convergence in event-driven directed graphs. \end{abstract} \tableofcontents \newpage % --- Modular Content --- \section{Introduction} The analysis of dynamic graphs is fundamental for understanding complex systems~\cite{smith2024}. \section{Mathematical Foundations} Given an adjacency matrix $A \in \mathbb{R}^{n \times n}$, the Frobenius norm of the transition operator is given by \cref{eq:norma}: \begin{equation} \label{eq:norma} \vectornorm{A}_F = \sqrt{\sum_{i=1}^{n} \sum_{j=1}^{n} |a_{ij}|^2} \end{equation} \section{Results and Tables} The \cref{tab:resultados} summarizes the performance obtained. \begin{table}[htbp] \centering \caption{Algorithm Convergence Performance} \label{tab:resultados} \begin{tabular}{@{}llrr@{}} \toprule \textbf{Graph} & \textbf{Method} & \textbf{Iterations} & \textbf{Time (s)} \\ \midrule Erdős--Rényi & Standard Power Iter & 1,420 & 3.45 \\ Erdős--Rényi & Accelerated Krylov & 310 & 0.82 \\ Barabási--Albert & Accelerated Krylov & 540 & 1.12 \\ \bottomrule \end{tabular} \end{table} \printbibliography \end{document} ``` ### Stylized Highlight Box with `tcolorbox` and a `TikZ` Diagram ```latex \usepackage[many]{tcolorbox} % Defining an elegant theorem/warning box \newtcolorbox{alertbox}[2][]{% colback=blue!5!white, colframe=blue!75!black, fonttitle=\bfseries, title=#2, arc=2mm, #1 } % Usage Example: \begin{alertbox}{Fundamental Limit Theorem} If a sequence $\{a_n\}$ is bounded and monotonic, then the sequence $\{a_n\}$ is convergent. \end{alertbox} % Clean TikZ Diagram Example: \begin{figure}[htbp] \centering \begin{tikzpicture}[node distance=2cm, auto, >=stealth'] \node [draw, circle, fill=blue!10] (A) {Node A}; \node [draw, circle, fill=green!10, right of=A, node distance=3cm] (B) {Node B}; \node [draw, circle, fill=orange!10, below of=B] (C) {Node C}; \draw[->, thick] (A) -- node {$\lambda_{ab}$} (B); \draw[->, thick] (B) -- node {$w_{bc}$} (C); \draw[->, thick] (C) -| node[near start] {$\mu_{ca}$} (A); \end{tikzpicture} \caption{State Transition Graph} \label{fig:tikz_state} \end{figure} ``` ## 🔒 Security Issues and Safe Practices - **Shell Escape (Code Execution)**: Disable the `--shell-escape` flag when compiling LaTeX documents containing untrusted third-party code, preventing calls to the `\write18` directive. - **Arbitrary File Inclusion**: Limit access to directives such as `\input`, `\include`, and `\import` to avoid arbitrary reading of confidential files on the host system. - **Denial of Service (DoS)**: Avoid infinite recursion loops in custom macro definitions that could freeze or lock up the compilation server's CPU.
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