/sci-ppt
Generate professional academic PowerPoint (PPTX) presentations from paper PDFs, structured outlines, or plain text. Use for thesis defense, seminar reports, literature presentations, and graduate school applications. Supports automatic figure extraction, LaTeX formula rendering,
$ npx -y skills add ShZhao27208/Aut_Sci_Write --skill sci-ppt --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/sci-ppt
Context preview
The summary Claude sees to decide when to auto-load this skill.
Generate professional academic PowerPoint (PPTX) presentations from paper PDFs, structured outlines, or plain text. Use for thesis defense, seminar reports, literature presentations, and graduate school applications. Supports automatic figure extraction, LaTeX formula rendering,
SKILL.md
sci-ppt.SKILL.mdname: sci-ppt
description: Generate professional academic PowerPoint (PPTX) presentations from paper PDFs, structured outlines, or plain text. Use for thesis defense, seminar reports, literature presentations, and graduate school applications. Supports automatic figure extraction, LaTeX formula rendering, and bilingual (Chinese/English) layouts.
author: Shuo Zhao
license: MIT
copyright: © 2026 Shuo Zhao. All rights reserved.
triggers:
- 生成PPT
- 做PPT
- 制作PPT
- 演示文稿
- pptx
- 汇报
- 论文转PPT
- 答辩PPT
- 开题报告
- 组会汇报
- 推免汇报
- 学术汇报
- make presentation
- create slides
- paper to ppt
Sci-PPT — Academic Auto-PPT Agent
A specialized tool for generating professional academic presentations directly from paper content or structured outlines.
Core Behavioral Rules (The 12 Laws)
1. **Format**: Use `1. Title` for chapters and `- Point` for bullets. 2. **Markdown**: 🚫 DO NOT use `##` for slide titles; it is not recognized by the parser. 3. **Innovation**: Identify the core innovation of the paper and highlight it in **Red**. 4. **Imagery**: Use HD extraction (600 DPI) for figures; minimum width >= 300px. 5. **No Scrapping**: 🚫 PROHIBITED to scrap low-quality bitmaps from PDF streams. 6. **Formulas**: Render LaTeX formulas as high-quality transparent PNGs. 7. **Transparency**: All generated formula/media assets must have transparent backgrounds. 8. **Feedback**: Inform the user if an operation (like PDF parsing) will take >10 seconds. 9. **Final Output**: 🚫 DO NOT output intermediate Markdown; generate and provide the `.pptx` directly. 10. **Colors**: Use `#1E3A5F` (Primary Blue) and `#EE0000` (Highlight Red). 11. **Layout**: Ensure zero text-overflow or figure-text overlap. 12. **Professionalism**: Keep communication brief and technical; skip AI pleasantries.
Usage
Simple Text Input
from aut_sci_ppt import create_ppt
create_ppt("""
主题:[Title]
申请人:[Name]
1. [Section Title]
- [Content]
""", "output.pptx")PDF to PPT (Academic Workflow)
from aut_sci_ppt import auto_generate_ppt
output = auto_generate_ppt("paper.pdf", author="张三", advisor="李教授")Translation and API keys
- No translation API key is required by default. PDF-to-PPT keeps extracted content in the paper's original language.
- Optional Chinese translation is available only when explicitly requested with `translate=True` in Python or `--translate` in the CLI.
- `MOONSHOT_API_KEY` (in `~/.aut_sci_write/.env`) is only used for that optional translation path. If translation is not requested, the workflow does not read or require this key.
- Network access is still required for LaTeX formula rendering (via codecogs.com).
---
© License & Copyright
**Aut_Sci_Write** — Autonomous Scientific Writer
- **Author**: Shuo Zhao
- **License**: MIT License
- **Copyright**: © 2026 Shuo Zhao. All rights reserved.
- **Original Work**: This is an original work created by the author. No reproduction, redistribution, or commercial use without explicit permission.
**Permission is hereby granted**, free of charge, to any person obtaining a copy of this software... (**See the LICENSE file in the root directory for the full MIT terms.**)
---
*This skill is part of the Aut_Sci_Write suite. For full license terms, see the [LICENSE](../LICENSE) file in the project root.* ---
Read more
name: sci-ppt description: Generate professional academic PowerPoint (PPTX) presentations from paper PDFs, structured outlines, or plain text. Use for thesis defense, seminar reports, literature presentations, and graduate school applications. Supports automatic figure extraction, LaTeX formula rendering, and bilingual (Chinese/English) layouts. author: Shuo Zhao license: MIT copyright: © 2026 Shuo Zhao. All rights reserved. triggers: - 生成PPT - 做PPT - 制作PPT - 演示文稿 - pptx - 汇报 - 论文转PPT - 答辩PPT - 开题报告 - 组会汇报 - 推免汇报 - 学术汇报 - make presentation - create slides - paper to ppt
Sci-PPT — Academic Auto-PPT Agent
A specialized tool for generating professional academic presentations directly from paper content or structured outlines.
Core Behavioral Rules (The 12 Laws)
1. **Format**: Use `1. Title` for chapters and `- Point` for bullets. 2. **Markdown**: 🚫 DO NOT use `##` for slide titles; it is not recognized by the parser. 3. **Innovation**: Identify the core innovation of the paper and highlight it in **Red**. 4. **Imagery**: Use HD extraction (600 DPI) for figures; minimum width >= 300px. 5. **No Scrapping**: 🚫 PROHIBITED to scrap low-quality bitmaps from PDF streams. 6. **Formulas**: Render LaTeX formulas as high-quality transparent PNGs. 7. **Transparency**: All generated formula/media assets must have transparent backgrounds. 8. **Feedback**: Inform the user if an operation (like PDF parsing) will take >10 seconds. 9. **Final Output**: 🚫 DO NOT output intermediate Markdown; generate and provide the `.pptx` directly. 10. **Colors**: Use `#1E3A5F` (Primary Blue) and `#EE0000` (Highlight Red). 11. **Layout**: Ensure zero text-overflow or figure-text overlap. 12. **Professionalism**: Keep communication brief and technical; skip AI pleasantries.
Usage
Simple Text Input
from aut_sci_ppt import create_ppt
create_ppt("""
主题:[Title]
申请人:[Name]
1. [Section Title]
- [Content]
""", "output.pptx")PDF to PPT (Academic Workflow)
from aut_sci_ppt import auto_generate_ppt
output = auto_generate_ppt("paper.pdf", author="张三", advisor="李教授")Translation and API keys
- No translation API key is required by default. PDF-to-PPT keeps extracted content in the paper's original language.
- Optional Chinese translation is available only when explicitly requested with `translate=True` in Python or `--translate` in the CLI.
- `MOONSHOT_API_KEY` (in `~/.aut_sci_write/.env`) is only used for that optional translation path. If translation is not requested, the workflow does not read or require this key.
- Network access is still required for LaTeX formula rendering (via codecogs.com).
---
© License & Copyright
**Aut_Sci_Write** — Autonomous Scientific Writer
- **Author**: Shuo Zhao
- **License**: MIT License
- **Copyright**: © 2026 Shuo Zhao. All rights reserved.
- **Original Work**: This is an original work created by the author. No reproduction, redistribution, or commercial use without explicit permission.
**Permission is hereby granted**, free of charge, to any person obtaining a copy of this software... (**See the LICENSE file in the root directory for the full MIT terms.**)
---
*This skill is part of the Aut_Sci_Write suite. For full license terms, see the [LICENSE](../LICENSE) file in the project root.* ---
Autonomous Scientific Writer A modular Agent Skills suite for the full academic research lifecycle
Repo: ShZhao27208/Aut_Sci_Write
Other skills on aut-sci-write.
- /sci-download
学术论文 PDF 下载。支持 8 个数据源:Elsevier、Springer Nature、IEEE Xplore、 arXiv、Unpaywall、Semantic Scholar、PubMed Central、知网(CNKI)。 自动根据 DOI 前缀路由到对应数据源,未知 DOI 自动尝试 Unpaywall → Semantic Scholar。
Open skill - /sci-extract
Read an academic paper end to end and extract professional research insights, figures, metadata, and critique. Use this skill whenever the user shares a scientific paper, review paper, survey paper, systematic review, meta-analysis, scoping review, arXiv link, DOI, PDF, or
Open skill - /sci-figure
Extracts figures and sub-figures from academic PDF papers. Supports Fig/Figure, Scheme, Chart, Supplementary Figure, Extended Data Figure (Nature), and Chinese equivalents (图/方案/示意图/附图/补充图). Sub-figure label recognition supports (a)/(A)/a)/(i)/(1)/a. formats. High-quality PNG
Open skill - /sci-html
Generate academic presentation-style HTML slide decks and browser reports from PDFs, structured text, Markdown, paper summaries, outlines, or research notes. Use whenever the user wants to convert a scientific paper PDF directly into an interactive HTML report, clickable web
Open skill - /sci-polish
Two-stage academic paper polishing skill. Stage A reduces AI detection traces (targeting GPTZero, Turnitin, Originality.ai). Stage B performs 8-dimension quality improvement (grammar, tone, coherence, conciseness, terminology, structure, argument clarity, journal compliance).
Open skill - /sci-review
Specialized workflows for drafting, refining, and responding to academic literature reviews and peer review feedback. Use this skill for literature review outlines, research-gap synthesis, reviewer rebuttals, response letters, and academic writing tone repair.
Open skill

