auto-paper-demo

Convert research papers into Marimo notebooks with AlphaXiv content.

5|Updated Apr 14, 2026

Search Tags:#automation #research #demo #notebook #marimo #paper #alphaxiv

Ready to run

npx skills add https://github.com/panicPaul/splatkit --skill auto-paper-demo-panicpaul

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: auto-paper-demo
Source: https://github.com/panicPaul/splatkit/tree/main/.agents/skills/auto-paper-demo
Command: npx skills add https://github.com/panicPaul/splatkit --skill auto-paper-demo-panicpaul

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Automates turning a research paper into a Marimo notebook demonstration, removing manual notebook assembly and narrative construction.

Core Features & Use Cases

Automated paper content extraction via AlphaXiv to feed a structured notebook
Story-driven notebook generation with a clear narrative flow and minimal user input
Optional integration of widgets or references per the guidance in the provided materials

Quick Start

Run the automation to generate the Marimo notebook that narrates the paper storyline from AlphaXiv content.

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 a Marimo notebook automatically?▼

To turn a research paper into a Marimo notebook automatically, this Skill extracts content via AlphaXiv and constructs a story-driven notebook. It handles content retrieval, narrative construction, and widget integration without requiring manual assembly from the user.

What is the best way to generate a runnable notebook demo from an alphaxiv paper?▼

The best way to generate a runnable notebook demo from an alphaxiv paper is using this automation to map the research content into a Marimo notebook. It builds a clear narrative flow suitable for teaching, research talks, and demonstrations with minimal user input.

Does this automation require manual setup for notebook storytelling and widget integration?▼

This automation does not require manual setup for notebook storytelling and widget integration. It applies reference-guided widget integration and structured storytelling based on the provided guidance materials, removing the need to manually construct the notebook narrative.

Can I use this to create teaching materials from academic papers?▼

Yes, you can use this to create teaching materials from academic papers. The automation is explicitly designed for autonomous notebook demonstrations in research talks, teaching, and demos, generating ready-to-run Marimo notebooks from retrieved paper content.

Are there limitations when converting paper content into a notebook demonstration?▼

A key limitation when converting paper content into a notebook demonstration is the dependency on AlphaXiv for content access. The quality of the generated Marimo notebook narrative and widget integration depends on the paper content successfully retrieved and the guidance materials provided.