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IceYuanyyy
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nature-paper2ppt

Generate a Chinese PPTX presentation from a scientific paper PDF with speaker notes.

Updated May 11, 2026
Search Tags:#python-pptx#research-communication#figure-selection#pptx-generation#scientific-publishing#chinese-presentation#evidence-based-summarization
One-click install
npx skills add https://github.com/IceYuanyyy/awesome-skills-collection --skill nature-paper2ppt-iceyuanyyy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nature-paper2ppt
Source: https://github.com/IceYuanyyy/awesome-skills-collection/tree/main/collections/nature-skills/skills/nature-paper2ppt
Command: npx skills add https://github.com/IceYuanyyy/awesome-skills-collection --skill nature-paper2ppt-iceyuanyyy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Transforming a scientific paper into presentation-ready slides usually requires time-consuming manual summarization, figure selection, and slide authoring while risking unsupported claims.

Core Features & Use Cases

  • Evidence-first PPTX generation: Builds a Chinese slide deck where the paper’s scientific argument is the spine, not the original section order.
  • Figure/table selective extraction: Chooses only figures/tables that support the story, crops dense panels for readability, and preserves figure integrity.
  • Slide plus speaker notes, with lightweight QA: Produces an editable .pptx including Chinese titles/bullets/captions, speaker notes, and a short verification report.

Quick Start

Use the nature-paper2ppt skill to generate a Chinese PPTX by providing your paper PDF (or extracted text plus figure legends) and asking for a journal-club or lab-meeting style deck with speaker notes.

Frequently Asked Questions about nature-paper2ppt

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I convert a scientific paper PDF into a Chinese PPTX presentation for a group meeting?▼

To convert a scientific paper PDF into a Chinese PPTX presentation, provide the PDF to extract the scientific argument, select evidence-carrying figures, and assemble an editable Nature-style slide deck with speaker notes.

What is the best way to generate evidence-based slides from a research paper without fabricating unsupported claims?▼

Generating evidence-based slides requires extracting the paper's argument as the spine, selecting only supporting figures and tables, and running lightweight structural QA to prevent fabricating unsupported scientific claims.

Can I automatically extract figures and tables from a paper to create a journal club deck?▼

Yes, you can automatically extract figures and tables from a paper to create a journal club deck by selectively choosing evidence-carrying visual assets, cropping dense panels for readability, and embedding them into slides.

Does python-pptx support generating Nature-style presentations with speaker notes?▼

Yes, python-pptx supports generating Nature-style presentations by composing editable slide titles, bullet points, figure captions, and authoring speaker notes directly into the Office-safe .pptx file structure.

How do I structure a thesis seminar PPTX from a review paper without following the original section order?▼

To structure a thesis seminar PPTX from a review paper, use the paper's scientific argument as the narrative spine instead of the original section order, ensuring an evidence-first flow for academic reporting.

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