Slide Generation
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.
- Skill ID
- lingzhi227/agent-research-skills/slide-generation
- Publisher
- lingzhi227
- Repository
- agent-research-skills
- Installs
- 0
- Files
- 3
- Synced
- Sep 23, 2026
Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.
lingzhi227/agent-research-skills/slide-generationInstalls these files- SKILL.md
- references/slide-templates.md
- scripts/extract_paper_elements.py
What this skill tells the agent
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 metropolisParses .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
More from lingzhi227
Use this skill in a project
Open any RiverX project, search the Skills panel for lingzhi227/agent-research-skills/slide-generation, and install it in one click.
