Menu
Prepare structured presentation materials from parsed papers for beamer-skill's create workflow.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Beamer LaTeX slide workflow: create, compile, review, and polish academic presentations. Use this skill whenever the user works on Beamer .tex slide decks, or asks to create slides, make a presentation, prepare a lecture, build a talk, or generate Beamer slides from a paper. Covers: creation, editing, compilation, proofreading, visual audit, pedagogical review, TikZ diagrams, figure extraction, and comprehensive quality checks. Trigger on: beamer, slides, lecture, presentation, seminar talk, conference talk, defense slides, tikz, compile latex, proofread slides, slide review, 讨论班, 论文讲解. Do NOT trigger on: powerpoint, pptx, PPT, 做PPT — use the powerpoint-slides skill instead.
Compare reproduced results against paper-reported values. Generate Markdown/JSON/Beamer reports.
Deep analysis of ML source code repositories — AST call graphs, training loop dissection, reproducibility scoring.
Generate implementation code scaffolding from paper descriptions when no source code exists.
Convert LaTeX math formulas from papers into executable PyTorch/NumPy code.
Automate paper reproduction on remote GPU servers via mcp-ssh, using code-analyzer's reports.
| name | paper-presenter |
| description | Prepare structured presentation materials from parsed papers for beamer-skill's create workflow. |
Bridge between paper-parser (MinerU output) and beamer-skill. Analyzes parsed paper content + optional source code to produce a structured "materials package" that feeds directly into beamer-skill's create [topic] workflow.
full.md, images/, JSON files)Standard paper overview:
python skills/paper-presenter/prepare_presentation.py workspace/<paper>/parsed/ -o workspace/<paper>/presentation_materials.md
With source code analysis (paper ↔ code comparison):
python skills/paper-presenter/prepare_presentation.py workspace/<paper>/parsed/ \
--code-dir workspace/<paper>/code/<repo>/ \
--style reproduction-report \
-o workspace/<paper>/presentation_materials.md
Options:
--style overview — Standard paper overview (~15-20 slides)--style deep-dive — Technical deep-dive (~30-40 slides)--style reproduction-report — Paper + code + reproduction results comparison--code-dir <dir> — Source code repo for paper-code alignment analysis--paper-info <file> — paper_info.json for metadata (auto-detected if in standard layout)--language en|zh — Output languageThe output presentation_materials.md is designed as Phase 0 input for beamer-skill's create workflow.
Tell the agent:
Create a beamer presentation based on the materials in workspace/<paper>/presentation_materials.md
The beamer-skill will:
When --style reproduction-report and --code-dir are used:
../beamer-skill/beamer/ in this monorepobeamer-skill/beamer/ to your project's .gemini/skills/beamer/The output is a structured Markdown file containing: