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slide-generation

lingzhi227/agent-research-skills

Convert research papers to presentation slides or posters with automated content extraction and Beamer LaTeX generation.

What is slide-generation?

Extracts key figures, tables, equations, and narrative structure from a completed LaTeX paper to generate presentation slides in Beamer format or academic poster layouts. Use this when you need to quickly convert a paper into a polished oral presentation or poster session material.

  • Extract title, authors, sections, equations, figures, and tables from LaTeX papers
  • Generate Beamer LaTeX slide decks with standard academic presentation flow (15–20 slides)
  • Simplify tables and equations for presentation clarity
  • Create multi-column poster layouts for poster sessions
  • Support multiple Beamer themes (e.g., metropolis)
  • Output structured JSON of extracted paper elements for further customization

How to install slide-generation

npx skills add https://github.com/lingzhi227/agent-research-skills --skill slide-generation
Prerequisites
  • Completed LaTeX paper file (main.tex) or paper directory
  • Python environment with LaTeX parsing capabilities
  • Beamer LaTeX package installed for PDF compilation
Claude Code
Cursor
Windsurf
Cline

How to use slide-generation

  1. 1.Run the extraction script on your paper: `python ~/.claude/skills/slide-generation/scripts/extract_paper_elements.py --tex main.tex --output slides_skeleton.tex`
  2. 2.Review the extracted elements (title, sections, figures, tables, equations) in the generated skeleton or JSON output
  3. 3.Customize the slide structure using the standard 15–20 slide template provided (title, motivation, methods, results, conclusion, etc.)
  4. 4.Edit the Beamer LaTeX output to refine bullet points, add speaker notes, and adjust figure sizing
  5. 5.Optionally generate a poster layout by specifying `--format poster` for multi-column academic poster design
  6. 6.Compile the final LaTeX to PDF using `pdflatex` or your preferred LaTeX compiler

Use cases

Good for
  • Converting a completed research paper into conference presentation slides before giving a talk
  • Generating a poster layout for a poster session at an academic conference
  • Extracting and organizing key results and figures for a departmental seminar
  • Creating a quick visual summary of a paper's contributions and methods
  • Preparing multiple presentation formats (slides and poster) from a single paper source
Who it's for
  • Researchers and academics preparing conference presentations
  • PhD students converting theses into presentation materials
  • Paper authors needing quick slide decks for seminars or talks
  • Conference organizers or session chairs needing poster layouts

slide-generation FAQ

What LaTeX paper formats does this skill support?

It parses standard LaTeX papers with \documentclass, \section, \includegraphics, \begin{equation}, and \begin{table} environments. Provide either a main.tex file or the paper directory.

Can I customize the slide theme or layout?

Yes. The skill supports multiple Beamer themes (e.g., metropolis) via the --theme flag, and you can edit the generated .tex file to adjust colors, fonts, and slide order before compilation.

How many slides will be generated?

The standard workflow generates 15–20 slides following a typical academic presentation flow (motivation, methods, results, conclusion). You can add or remove slides by editing the LaTeX output.

Can this generate posters as well as slides?

Yes. The skill can generate multi-column poster layouts for poster sessions. Specify the poster format in the extraction script to create a poster-ready LaTeX template.

What if my paper has complex figures or tables?

The skill extracts figure and table references from your LaTeX. You may need to manually simplify large tables or adjust figure sizing in the generated LaTeX for optimal presentation clarity.

Full instructions (SKILL.md)

Source of truth, from lingzhi227/agent-research-skills.


name: slide-generation description: Convert a completed paper into presentation slides (Beamer LaTeX) or poster. Extract key figures, tables, equations, and create a narrative flow for oral presentation. Identified gap in existing tools — designed from best practices. argument-hint: [paper-tex]

Slide Generation

Convert a completed paper into presentation slides or poster.

Input

  • $0 — Paper LaTeX file (main.tex) or paper directory

References

  • Slide templates and layout patterns: ~/.claude/skills/slide-generation/references/slide-templates.md

Scripts

Extract paper elements for slides

python ~/.claude/skills/slide-generation/scripts/extract_paper_elements.py --tex main.tex --output slides_skeleton.tex
python ~/.claude/skills/slide-generation/scripts/extract_paper_elements.py --tex main.tex --format json --output elements.json
python ~/.claude/skills/slide-generation/scripts/extract_paper_elements.py --tex main.tex --output slides.tex --theme metropolis

Parses .tex, extracts title/authors/sections/equations/figures/tables, generates Beamer skeleton.

Workflow

Step 1: Extract Key Content

From the paper, extract:

  1. Title, authors, affiliations
  2. Core contribution (1-3 bullet points from abstract)
  3. Key figures (all \includegraphics paths)
  4. Key tables (simplified versions)
  5. Key equations (numbered equations from Methods)
  6. Main results (best numbers from Results section)

Step 2: Design Slide Structure

Standard oral presentation flow (~15-20 slides):

Slide #ContentSource Section
1Title slideTitle/Authors
2Motivation / ProblemIntroduction
3Why existing solutions failRelated Work
4-5Our approach (high-level)Methods
6-8Technical details + equationsMethods
9Experimental setupExperiments
10-13Results (figures + tables)Results
14Ablation studyResults
15Limitations & Future workDiscussion
16ConclusionConclusion
17Thank you + Q&A—

Step 3: Generate Beamer LaTeX

\documentclass[aspectratio=169]{beamer}
\usetheme{metropolis}
\title{Paper Title}
\author{Authors}
\date{Venue Year}

\begin{document}
\maketitle

\begin{frame}{Motivation}
\begin{itemize}
    \item Problem statement
    \item Why it matters
\end{itemize}
\end{frame}

% ... more frames
\end{document}

Step 4: Simplify for Presentation

  • Tables: reduce to essential rows/columns
  • Equations: show only the key insight, not full derivation
  • Figures: use largest versions, add annotations
  • Text: bullet points only, no paragraphs

Step 5: Generate Poster Layout (Optional)

For poster sessions, use a multi-column layout:

  • Column 1: Introduction + Motivation
  • Column 2: Methods + Key Equations
  • Column 3: Results + Figures
  • Column 4: Conclusions + References

Rules

  • Maximum 1 key message per slide
  • Figures should be large and readable
  • No more than 6 bullet points per slide
  • Equations should be simplified versions
  • Include slide numbers
  • Use consistent color scheme matching the paper's figures
  • Presentation should be self-contained (understandable without reading the paper)

Related Skills

  • Upstream: paper-compilation, figure-generation
  • See also: self-review, paper-assembly

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