lingzhi227/agent-research-skills3 files

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.

Specification
Skill ID
lingzhi227/agent-research-skills/slide-generation
Publisher
lingzhi227
Repository
agent-research-skills
Installs
0
Files
3
Synced
Sep 23, 2026
How to use it

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 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

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.

Use this skill