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Create any LaTeX document, compile to PDF, and generate PNG previews. Convert PDFs of any type to LaTeX.
assets/templates/ or write from scratchpython3 <skill_path>/../generate-image/scripts/generate_image.py "prompt" --output ./outputs/figure.pngpython3 <skill_path>/scripts/generate_chart.py <type> --data '<json>' --output chart.pngbash <skill_path>/scripts/mermaid_to_image.sh diagram.mmd output.png</> in text mode, vary section formats, limit \newpage, size images at 0.75-0.85 textwidth.scripts/compile_latex.sh (auto-detects XeLaTeX for CJK/RTL, glossaries, bibliography)When the user requests a poster: read references/poster-design-guide.md for the complete workflow including conference size presets (NeurIPS/ICML/CVPR/ICLR dimensions), layout archetypes (Traditional/BetterPoster/Visual-Heavy), color schemes, and typography standards. Use poster.tex (portrait) or poster-landscape.tex (landscape). Ask the user for conference/orientation, layout style, and color scheme using AskUserQuestion, then proceed to step 5.
When the user requests a cheat sheet, reference card, or formula sheet:
cheatsheet.tex (general, 3-col landscape), cheatsheet-exam.tex (exam formula, 2-col portrait), or cheatsheet-code.tex (programming, 4-col landscape).Generate N personalized documents from a LaTeX template + CSV/JSON data source using scripts/mail_merge.py. Template syntax: {{variable}} for simple substitution, Jinja2 (<< >>, <% %>) for conditionals/loops. See assets/templates/mail-merge-letter.tex for an example. Full guide: references/interactive-features.md.
Generate highlighted change-tracked PDFs using scripts/latex_diff.sh. Supports file-to-file diff, git revision diff, multi-file flatten, and custom markup styles. Full guide: references/interactive-features.md.
Convert between Markdown, DOCX, HTML, and LaTeX using scripts/convert_document.sh. Full guide: references/format-conversion.md.
Convert existing PDFs (handwritten notes, printed reports, legal docs) to LaTeX. Full pipeline: references/pdf-conversion.md.
Quick steps: Split PDF into page images (scripts/pdf_to_images.sh), select a conversion profile, create shared preamble, apply scaling strategy, validate with scripts/validate_latex.py, concatenate, compile.
Scaling strategy: 1-10 pages = single agent; 11-20 pages = split in half (2 agents); 21+ pages = batch-7 pipeline (ceil(N/7) agents with run_in_background: true).
Conversion profiles (in references/profiles/): math-notes.md (equations, theorems -- has beautiful mode), business-document.md (reports, memos), legal-document.md (contracts, statutes), general-notes.md (handwritten, mixed content).
Fill existing PDF forms -- both fillable (with form fields) and non-fillable (image-based). Full guide: references/pdf-operations.md.
Step 1: Check form type:
python3 <skill_path>/scripts/pdf_check_form.py form.pdf
If fillable (has form fields):
# Extract field metadata
python3 <skill_path>/scripts/pdf_extract_fields.py form.pdf field_info.json
# Create field_values.json with values for each field, then fill
python3 <skill_path>/scripts/pdf_fill_form.py form.pdf field_values.json output.pdf
If non-fillable (no form fields):
# Convert to images for visual analysis
bash <skill_path>/scripts/pdf_to_images.sh form.pdf ./tmp/pages
# Visually identify fields, create fields.json with bounding boxes
# Validate bounding boxes (+ optional validation image)
python3 <skill_path>/scripts/pdf_validate_boxes.py fields.json --image page_1.png --output validation.png --page 1
# Fill with text annotations
python3 <skill_path>/scripts/pdf_fill_annotations.py form.pdf fields.json output.pdf
For text/table extraction (pdfplumber), OCR (pytesseract), programmatic PDF creation (reportlab), watermarking, page rotation/cropping, metadata extraction, JavaScript libraries (pdf-lib, pdfjs-dist), and batch processing, see references/pdf-operations.md.
# Basic compile (auto-detects engine)
bash <skill_path>/scripts/compile_latex.sh document.tex
# Compile + generate PNG previews
bash <skill_path>/scripts/compile_latex.sh document.tex --preview
# Compile + PNG in specific directory
bash <skill_path>/scripts/compile_latex.sh document.tex --preview --preview-dir ./outputs
# Force a specific engine
bash <skill_path>/scripts/compile_latex.sh document.tex --engine xelatex
bash <skill_path>/scripts/compile_latex.sh document.tex --engine lualatex
# Use latexmk for automatic multi-pass (recommended for complex documents)
bash <skill_path>/scripts/compile_latex.sh document.tex --use-latexmk --preview
# PDF/A output for thesis submissions and archival compliance
bash <skill_path>/scripts/compile_latex.sh document.tex --pdfa
# Verbose output for debugging compilation issues
bash <skill_path>/scripts/compile_latex.sh document.tex --verbose
# Quiet mode for batch/CI jobs (only errors shown)
bash <skill_path>/scripts/compile_latex.sh document.tex --quiet
# Clean auxiliary files only (no compilation)
bash <skill_path>/scripts/compile_latex.sh document.tex --clean
| Flag | Description |
|---|---|
--preview | Generate PNG previews of each page after compilation |
--preview-dir DIR | Directory for PNG output (default: same as .tex file) |
--engine ENGINE | Force engine: pdflatex, xelatex, or lualatex |
--use-latexmk | Use latexmk as compilation backend (auto multi-pass, bibliography, index) |
--verbose | Show full compilation output (all engine logs) |
--quiet | Suppress all non-error output |
--clean | Remove auxiliary files (.aux, .log, .bbl, .fdb_latexmk, etc.) and exit |
--pdfa | Produce PDF/A-2b compliant output (auto-injects pdfx package) |
--auto-fix | Auto-fix common compilation errors (float placement, encoding) |
Manual multi-pass (default): Runs the engine multiple times with bibliography/index/glossary passes as needed. This is the traditional approach and works without latexmk installed.
latexmk (--use-latexmk): Uses latexmk for automatic dependency-driven compilation. Recommended for complex documents with bibliographies, indexes, glossaries, or cross-references -- latexmk determines the correct number of passes automatically. Requires latexmk (included with TeX Live).
When texfot is installed (included with TeX Live), compilation output is automatically filtered to show only relevant warnings and errors, suppressing noisy package loading messages. This applies in the default verbosity mode. Use --verbose to see unfiltered output, or --quiet to suppress all non-error output.
Engine auto-detection: If the .tex file uses fontspec, xeCJK, or polyglossia, the script automatically uses xelatex. If it uses luacode or luatextra, it uses lualatex. Otherwise defaults to pdflatex. Override with --engine.
The script auto-installs texlive (including texlive-science, texlive-xetex, texlive-luatex, biber) and poppler-utils if missing. It auto-detects \bibliography{} (runs bibtex), \addbibresource{} (runs biber), \makeindex (runs makeindex), \makeglossaries (runs makeglossaries), runs the correct number of passes, generates PNG previews with pdftoppm, and cleans auxiliary files.
For PDF utilities (encrypt, merge, optimize, extract pages, pdf-to-images), LaTeX quality tools (lint, word count, analysis, package check, citations), compilation auto-fix, bibliography fetching, and diagram scripts (Mermaid, Graphviz, PlantUML), see references/script-tools.md.
Copy from assets/templates/ and customize.
Select based on experience level, industry, and ATS requirements. See references/resume-ats-guide.md for full ATS guidance.
| Template | Best For | Key Feature | ATS Score |
|---|---|---|---|
resume-classic-ats.tex | Finance, law, government, any ATS portal | Zero graphics, plain text only, maximum parse safety | 10/10 |
resume-modern-professional.tex | Tech, corporate, general professional | Subtle color accents, clean design, good ATS + human appeal | 9/10 |
resume-executive.tex | VP, Director, C-suite (5-15+ years) | Two-page, executive summary, board roles, P&L focus | 9/10 |
resume-technical.tex | Software, data, engineering roles | Skills-first hybrid, projects section, tech stack emphasis | 9/10 |
resume-entry-level.tex | New graduates, career starters | Education-first, one page, coursework, activities | 9/10 |
All 5 templates follow ATS rules: single-column, no graphics/images, no tables for layout, standard section headings, contact info in body (not header/footer).
homework.tex -- Homework/assignment submission template (article class, 11pt) with toggle-able solutions (\showsolutionstrue/\showsolutionsfalse), custom problem/solution environments, honor code section, fancyhdr headers, amsmath+amssymb+amsthm math, listings code highlighting (Python, Java, C++, Matlab styles), enumitem for (a), (b), (c) sub-parts, hyperref. Customization via \coursename, \assignmentnumber, \studentname, \studentid, \duedate. Example problems: calculus, proof by induction, Python coding, matrix algebra, kinematics, Java OOP.lab-report.tex -- STEM lab report template (article class, 11pt) with siunitx for uncertainties and SI units, pgfplots for data visualization, booktabs for professional tables, amsmath for equations, fancyhdr headers, caption+subcaption for figures. Structured sections: abstract, theory, procedure, data/results (with uncertainty tables), analysis (pgfplots graphs), discussion (error analysis), conclusion, references, appendix. Example: pendulum period measurement with error propagation.lecture-notes.tex -- Beautiful lecture notes (scrartcl KOMA-Script class) with Palatino font, microtype typography, color-coded tcolorbox theorem environments (blue theorems, green definitions, orange examples, purple remarks), TikZ graph theory diagram styles and macros (\CompleteGraph, \CycleGraph, \PathGraph), styled section headings with titlesec, fancyhdr headers, hyperref + cleveref navigation. Ideal for converting handwritten math/science notes to beautiful PDFs. Includes graph theory custom commands (\V, \E, \deg, \chr). Used by the math-notes conversion profile in beautiful mode.thesis.tex -- Thesis/dissertation (book class) with title page, declaration, abstract, acknowledgments, TOC, list of figures/tables, chapters, appendices, bibliography. Front matter uses roman numerals, main matter uses arabic. Includes theorem environments.academic-cv.tex -- Multi-page academic CV with publications (journal/conference/preprint sections), grants and funding, teaching, advising (current/graduated students), awards, professional service, invited talks. ORCID and Google Scholar links.book.tex -- Full book (book class) with half-title, title page, copyright page, dedication, preface, acknowledgments, TOC, list of figures/tables, parts, chapters, appendix, bibliography, index. Custom chapter headings, epigraphs, fancyhdr, microtype.poster.tex -- Conference poster (tikzposter class, A0 portrait) with 2-column layout, QR code, 5 color schemes, tikzfigure charts, tables, coloredbox highlights. Includes commented #BetterPoster layout variant (central billboard + sidebars). Portrait is standard for most conferences. See poster design guide for conference size presets.poster-landscape.tex -- Landscape conference poster (tikzposter class, A0 landscape) with 3-column (30/40/30) layout, QR code, tech purple color scheme. For CS/ML conferences (NeurIPS, ICML, CVPR, ICLR). Includes commented \geometry{} presets for CVPR/NeurIPS custom sizes.cheatsheet.tex -- General reference card (extarticle class, landscape A4, 7pt base font) with 3-column multicols layout, tcolorbox colored section boxes, tight spacing. For command references, concept summaries, quick-reference guides. Supports front+back printing.Usage:
cp <skill_path>/assets/templates/resume-classic-ats.tex ./outputs/my_resume.tex
# Edit content, then compile
bash <skill_path>/scripts/compile_latex.sh ./outputs/my_resume.tex --preview --preview-dir ./outputs
| User Request | Template | Document Class |
|---|---|---|
| Resume, CV (ATS-safe) | resume-classic-ats.tex | article |
| Resume (modern look) | resume-modern-professional.tex | article |
| Resume (senior/executive) | resume-executive.tex | article |
| Resume (technical/engineering) | resume-technical.tex | article |
| Resume (new graduate) | resume-entry-level.tex | article |
| Homework, assignment, problem set | homework.tex | article |
| Lab report, experiment writeup | lab-report.tex | article |
| Lecture notes, math notes (beautiful) | lecture-notes.tex | scrartcl |
| Thesis, dissertation | thesis.tex | book |
| Academic CV (publications, grants) | academic-cv.tex | article |
| Report, analysis | report.tex | article |
| Cover letter | cover-letter.tex | article |
| Invoice | invoice.tex | article |
| Academic paper | academic-paper.tex + references.bib | article |
| Book | book.tex | book |
| Scientific poster (portrait) | poster.tex | tikzposter |
| Scientific poster (landscape) | poster-landscape.tex | tikzposter |
| Cheat sheet, reference card | cheatsheet.tex | extarticle |
Always escape: % → \%, $ → \$, & → \&, # → \#, _ → \_
Angle brackets in text mode: < and > are NOT valid in LaTeX text mode with T1 encoding. They render as inverted question marks (¡ or ¿). Always use math mode or text commands:
<5% → $<$5\% or \textless 5\%>50 → $>$50 or \textgreater 50<$300 → $<$\$300>= → $\geq$, <= → $\leq$This is one of the most common silent errors in generated LaTeX — the document compiles without errors but the PDF shows garbage characters.
Date ranges use en-dash: 2019--2025 (double hyphen).
\documentclass[11pt,a4paper]{article}
\usepackage[utf8]{inputenc}
\usepackage[T1]{fontenc}
\usepackage{geometry}
\usepackage{hyperref}
\usepackage{xcolor}
\usepackage{graphicx}
\usepackage{tabularx}
\usepackage{colortbl}
\usepackage{enumitem}
\usepackage{titlesec}
For ready-to-use LaTeX code snippets (tables, charts, flowcharts, bibliography, watermarks, landscape pages, multi-language, images, Mermaid diagrams, matplotlib charts, CSV tables, AI images, fillable forms, conditional content, mail merge, version diff), read references/code-patterns.md.
When creating reports, use the enrichment elements the user selected in step 4. For the quick reference table of visual element tools (charts, flowcharts, AI images, tables, timelines) and sizing guidelines, see references/advanced-features.md. Use \begin{figure}[H] (from float package) to prevent figures from floating. Size TikZ diagrams with width=0.8\textwidth or smaller.
When uncertain about LaTeX patterns, compilation issues, or document quality, consult this table and load relevant files.
| Topic | File | When to Read |
|---|---|---|
| Long-Form Best Practices | long-form-best-practices.md | MUST READ for 5+ page documents: 9 anti-patterns, report preamble, content generation checklist |
| Code Patterns (LaTeX snippets) | code-patterns.md | Ready-to-use LaTeX code: tables, charts, flowcharts, bibliography, watermarks, landscape, multi-lang, images, forms, mail merge, diffs |
| Script & Tool Reference | script-tools.md | PDF utilities (encrypt, merge, optimize, extract), LaTeX quality tools (lint, wordcount, analysis), compilation auto-fix, bibliography, diagrams |
| Bibliography/Citations | bibliography-guide.md | BibTeX/biblatex, citation styles, .bib format |
| Advanced Features & Visual Elements | advanced-features.md | Watermarks, landscape, multi-lang, code, algorithms, tcolorbox, siunitx, advanced charts, AI images, visual elements reference table |
| Mermaid Diagrams | mermaid-diagrams.md | Flowcharts, sequence, class, ER, Gantt, pie, mindmap |
| Python Charts (matplotlib) | python-charts.md | Bar, line, scatter, pie, heatmap, box, histogram, area, radar |
| Format Conversion (Pandoc) | format-conversion.md |
./outputs/ for user visibilitypoppler-utils (auto-installed by script)These cause Undefined control sequence -- always include the required package:
| If you use... | You MUST include | Error without it |
|---|---|---|
\rowcolor{} | \usepackage{colortbl} | Undefined control sequence \rowcolor |
\url{} in .bib with natbib | \usepackage{url} | Undefined control sequence \url |
\checkmark | \usepackage{amssymb} | Undefined control sequence \checkmark |
\begin{figure}[H] | \usepackage{float} | Unknown float option H |
\rowcolors{}{}{} | \usepackage[table]{xcolor} or \usepackage{colortbl} | Undefined control sequence |
hyperref is fine for normal documents (most templates use it).\set@color errors.-interaction=nonstopmode (not -halt-on-error) to ensure PDFs are produced even with warnings. This is intentional -- many documents produce warnings on first pass that resolve on subsequent passes.setup.sh) verifies their availability. latexmk is used when --use-latexmk is passed; texfot is used automatically when available (default verbosity mode)..chktexrc configuration file is included at the skill root to suppress common false positives when linting generated LaTeX documents. The latex_lint.sh script uses it automatically.For documents 5+ pages (reports, theses, books), read references/long-form-best-practices.md for 9 critical anti-patterns, the report preamble best practices, and the content generation checklist. This is MUST-READ material before generating any long document.
cheatsheet-exam.tex -- Exam formula sheet (extarticle class, portrait A4, 6pt base font) with 2-column layout, maximum content density, black-and-white printer-safe. For university exam "allowed cheat sheets" with formulas, theorems, definitions. Optimized for single-sided printing.cheatsheet-code.tex -- Programming reference card (extarticle class, landscape A4, 7pt base font) with 4-column layout, minted syntax highlighting, monospace font emphasis. For language syntax, API reference, CLI commands, keyboard shortcuts.letter.tex -- Formal business letter with colored letterhead bar, TikZ logo placeholder, company info, recipient block, date, subject line, signature. Professional corporate appearance.exam.tex -- Exam/quiz (exam class) with grading table, multiple question types (multiple choice, true/false, fill-in-blank, matching, short answer, essay), point values, solution toggle via \printanswers.report.tex -- Business report with TOC, headers/footers, data tables, bar chart (pgfplots), process flowchart (TikZ), recommendationscover-letter.tex -- Professional cover letter with sender/recipient blocksinvoice.tex -- Invoice with company header, line items table, subtotal/tax/totalacademic-paper.tex -- Research paper with abstract, sections, bibliography, figures. Includes example .bib file (references.bib) for BibTeX citations.presentation.tex -- Beamer presentation with title slide, content frames, columnsfillable-form.tex -- Fillable PDF form (article class) with hyperref form fields: text inputs, checkboxes, radio buttons, dropdowns, push buttons. Two-column layout with tabularx. Custom \FormField, \FormCheck, \FormDropdown helper commands. Requires Adobe Reader for full form support (browser PDF viewers have limited form capabilities).conditional-document.tex -- Configurable document (article class) with etoolbox toggle system: show/hide TOC, appendix, watermark, draft mode, confidential marking, abstract. Template variables via \providecommand (title, author, org, version). Three visual profiles (corporate, academic, minimal). Supports command-line variable passing for CI/CD.mail-merge-letter.tex -- Mail merge letter template with {{variable}} placeholders for use with scripts/mail_merge.py. Company-branded letterhead, recipient address block, body text with data-driven personalization. Pair with CSV/JSON data source.resume.tex -- Legacy resume template (has photo area and tables -- not ATS-optimized)| Exam formula sheet, crib sheet | cheatsheet-exam.tex | extarticle |
| Programming reference card | cheatsheet-code.tex | extarticle |
| Formal business letter | letter.tex | article |
| Exam, quiz, test | exam.tex | exam |
| Slides, presentation | presentation.tex | beamer |
| Fillable PDF form | fillable-form.tex | article |
| Conditional/configurable document | conditional-document.tex | article |
| Mail merge, batch letters | mail-merge-letter.tex + scripts/mail_merge.py | article |
| Version diff (latexdiff) | Use scripts/latex_diff.sh + see interactive-features.md | varies |
| Convert PDF to LaTeX | Select profile + see pdf-conversion.md | varies |
| Convert formats | Use scripts/convert_document.sh + see format-conversion.md | varies |
| Mail merge from CSV/JSON | Use scripts/mail_merge.py + see interactive-features.md | varies |
| Markdown/DOCX/HTML to/from LaTeX |
| Tables and Images | tables-and-images.md | Colored rows, multi-row/column, booktabs, long tables, images, TikZ |
| Charts and Graphs (pgfplots) | charts-and-graphs.md | Line plots, bar charts, scatter plots, pie charts in pgfplots |
| LaTeX Packages | packages.md | Common packages reference |
| Poster Design Guide | poster-design-guide.md | Conference size presets, typography, color schemes, layout archetypes, content guidelines |
| Resume ATS Guide | resume-ats-guide.md | ATS rules, LaTeX pitfalls, keywords |
| PDF-to-LaTeX Pipeline | pdf-conversion.md | Full conversion pipeline, scaling strategy, worker agents, validation |
| Interactive Features | interactive-features.md | Fillable PDF forms, conditional content, mail merge from CSV/JSON, latexdiff version tracking |
| Cheat Sheet Design | cheatsheet-guide.md | Template selection, typography, density optimization, PDF-to-cheatsheet pipeline |
| PDF-to-Cheatsheet Prompts | pdf-extraction-prompts.md | LLM prompts for extraction stages: structure analysis, subject-specific extraction, compression, formatting |
| Visual Packages (TikZ) | visual-packages.md | 24 installed TikZ/visualization packages with working examples |
| Graphviz & PlantUML | graphviz-plantuml.md | .dot to PDF/PNG, .puml to PDF/PNG, LaTeX integration |
| Debugging & Errors | debugging-guide.md | Reading LaTeX errors, 20 common errors, .log analysis, silent failures |
| Accessibility & PDF/A | accessibility-guide.md | PDF/A for thesis, PDF/UA for screen readers, tagged PDFs, alt text |
| Beamer Presentations | beamer-guide.md | Themes, overlays/animations, code slides, handouts, presenter notes |
| Font Selection | font-guide.md | Font families, fontspec, mathematical fonts, fontawesome5, microtype, CJK |
| Collaboration & CI/CD | collaboration-guide.md | Git for LaTeX, GitHub Actions, Docker, multi-author workflows |
| PDF Operations | pdf-operations.md | Form filling (fillable + non-fillable), text/table extraction (pdfplumber), OCR (pytesseract), programmatic PDF creation (reportlab), watermarking, rotation/cropping, metadata, JavaScript (pdf-lib, pdfjs-dist), batch processing, performance tips |