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auto-paper-demo

Convert research papers into interactive marimo notebooks with visual explanations.

Updated Jan 10, 2026
Search Tags:#machine learning#interactive demos#visualization#research papers#notebooks#marimo
One-click install
npx skills add https://github.com/RDCrystalLab/agentic-plugins --skill auto-paper-demo-rdcrystallab
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: auto-paper-demo
Source: https://github.com/RDCrystalLab/agentic-plugins/tree/main/plugins/marimo/skills/auto-paper-demo
Command: npx skills add https://github.com/RDCrystalLab/agentic-plugins --skill auto-paper-demo-rdcrystallab

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps researchers and educators transform complex research papers into understandable interactive demonstrations without manually designing the narrative, examples, or notebook structure.

Core Features & Use Cases

  • Paper-to-notebook storytelling: Selects the most compelling idea from a paper and turns it into a focused marimo notebook demonstration.
  • Research implementation guidance: Uses structured paper content from AlphaXiv and creates minimal CPU-friendly examples with visual explanations and interactions.
  • Use Case: A researcher can convert a machine learning paper into an educational notebook that highlights the key insight through charts, comparisons, and interactive controls.

Quick Start

Ask the AI to create an interactive marimo notebook demo for the research paper you provide.

Frequently Asked Questions about auto-paper-demo

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

FAQPage Schema
How do I turn a research paper into an interactive demo?▼

This Skill creates interactive demonstrations from research papers by converting key concepts into runnable marimo notebooks with visual explanations and interactive widgets for research communication.

Can I generate interactive notebooks for machine learning education from papers?▼

Yes, you can generate interactive notebooks for machine learning education by converting research papers into minimal CPU-friendly marimo notebook examples with charts, comparisons, and interactive controls.

How does marimo notebook generation work for research paper exploration?▼

Marimo notebook generation works by selecting the most compelling idea from structured paper content and creating a focused, story-driven demonstration with optional interactive widgets for paper exploration.

Do I need structured paper retrieval to create interactive visualizations from research papers?▼

Structured paper retrieval is required to create interactive visualizations, enabling story-driven example selection and notebook generation with concise visual explanations for research communication.

What is the best way to convert machine learning papers into runnable notebooks?▼

The best way to convert machine learning papers into runnable notebooks is using a story-driven approach that selects the most compelling idea and generates minimal CPU-friendly marimo notebook examples.

Are there limitations when creating interactive demonstrations from research papers?▼

Limitations include relying on structured paper content for input and generating only minimal CPU-friendly examples, which may not fully capture highly complex or non-visual research paper concepts.

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