How to install slide-generation
npx skills add https://github.com/lingzhi227/agent-research-skills --skill slide-generationFull 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:
- Title, authors, affiliations
- Core contribution (1-3 bullet points from abstract)
- Key figures (all \includegraphics paths)
- Key tables (simplified versions)
- Key equations (numbered equations from Methods)
- Main results (best numbers from Results section)
Step 2: Design Slide Structure
Standard oral presentation flow (~15-20 slides):
| Slide # | Content | Source Section |
|---|---|---|
| 1 | Title slide | Title/Authors |
| 2 | Motivation / Problem | Introduction |
| 3 | Why existing solutions fail | Related Work |
| 4-5 | Our approach (high-level) | Methods |
| 6-8 | Technical details + equations | Methods |
| 9 | Experimental setup | Experiments |
| 10-13 | Results (figures + tables) | Results |
| 14 | Ablation study | Results |
| 15 | Limitations & Future work | Discussion |
| 16 | Conclusion | Conclusion |
| 17 | Thank 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
Related skills
More from lingzhi227/agent-research-skills and the wider catalog.
literature-review
Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations, and synthesize findings into structured knowledge. Use when starting a new research project or writing a survey section.
literature-search
Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, authors, year, venue, abstract, citations, and BibTeX. Use when the user needs to find papers, check related work, or build a bibliography.
figure-generation
Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM visual feedback). Handles bar charts, line plots, heatmaps, training curves, ablation plots, and more. Use when the user needs figures, plots, or visualizations for a paper.
citation-management
Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate entries, and format bibliography. Use when working with references, BibTeX, or citations.
latex-formatting
Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage packages, and ensure venue-specific compliance. Use when the user needs to set up a paper template, fix LaTeX formatting, or prepare for submission.
data-analysis
Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values, effect sizes, and confidence intervals. Use when analyzing experimental data for a paper.