ShZhao27208

ShZhao27208 / Aut_Sci_Write

Public

Academic research skills suite for Claude Code — literature search (arXiv+PubMed+WoS), PDF extraction, figure cropping, review writing, Zotero sync, and PPT generation.

shzhao27208.github.ioAut_Sci_Write academic-research claude-code llm-tools pptx zotero
16
5
100% credibility
Found Apr 13, 2026 at 16 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

A collection of AI skills for Claude Code that automate academic tasks including paper search, PDF insight extraction, figure cropping, literature reviews, library syncing, and professional PPT generation.

How It Works

1
🔍 Discover the tool

You hear about Aut_Sci_Write, a helpful assistant that makes academic research and writing easier by automating searches, analysis, and presentations.

2
📦 Add the skills

With one simple action in your chat tool, you add the six skills that activate automatically when needed.

3
🔗 Connect your services

Optionally link your personal library or research databases so the assistant can access your files and find high-quality papers.

4
💬 Chat naturally

Just describe what you want in plain words, like 'Find top papers on solar cells' or 'Turn this paper into a presentation', and the skills spring to life.

5
Choose your task
🔬
Analyze a paper

Upload a PDF and get summaries, insights, and crisp figures extracted perfectly.

📊
Build a presentation

Feed in a paper or notes, and watch a professional slide deck appear ready for your meeting.

📚
Search literature

Ask for recent high-impact papers, and receive curated lists with journal rankings.

6
✨ See magic results

Your assistant delivers polished outputs like stunning slides, clean figures, or insightful reviews, saving hours of work.

🎉 Present with confidence

You now have everything ready for your seminar, review, or meeting, feeling empowered and professional.

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Star Growth

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AI-Generated Review

What is Aut_Sci_Write?

Aut_Sci_Write is a Python-based suite of Claude Code skills that automates the academic research lifecycle, from searching arXiv+PubMed+WoS with journal impact factors to extracting PDF insights, cropping figures at 600 DPI, syncing Zotero libraries, drafting literature reviews, and generating seminar PPTs with LaTeX rendering. It solves the drudgery of manual literature hunts, paper analysis, and presentation prep by letting you trigger tools via natural language in Claude Code chats—no commands needed after one-line npx install. Think academic research ai that handles databases like an academic github copilot for your workflow.

Why is it gaining traction?

It stands out with seamless Claude Code integration: say "extract Figure 3c from paper.pdf" or "turn this into a group meeting PPT," and it just works across six specialized skills. The hook is full-stack coverage—search high-IF papers, pull open-access PDFs, auto-crop subfigures, even rebut peer reviews in NeurIPS style—without switching apps. Early adopters praise the Zotero sync and WoS API for real productivity in academic research presentations.

Who should use this?

PhD students and postdocs grinding literature reviews or prepping academic research posters and talks; materials scientists querying arXiv+PubMed+WoS for perovskite papers; profs managing Zotero for grants or classes. Ideal if you're on a github academic account leveraging Claude Code for daily academic research paper workflows.

Verdict

Worth a spin for Claude Code users—solid docs, live demo on github pages, and MIT license make it low-risk despite 16 stars and 1.0% credibility score signaling early maturity. Fork it for custom academic research ai tweaks, but expect to contribute for production polish.

(198 words)

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