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implement-paper-auto

Convert research papers from arXiv and AlphaXiv into explanatory Marimo notebooks.

164|14|Updated Feb 10, 2026
Search Tags:#automation#research#notebook#arxiv#ai papers#alphaXiv
One-click install
npx skills add https://github.com/marimo-team/skills --skill implement-paper-auto-marimo-team
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: implement-paper-auto
Source: https://github.com/marimo-team/skills/tree/main/skills/implement-paper-auto
Command: npx skills add https://github.com/marimo-team/skills --skill implement-paper-auto-marimo-team

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It automates the process of translating research papers into executable Marimo notebooks, reducing manual effort and interpretation errors.

Core Features & Use Cases

  • Paper Content Extraction: Fetches structured summaries and full texts from arXiv and AlphaXiv sources to understand the main concepts.
  • Storytelling and Notebook Generation: Creates a coherent, minimal Marimo notebook that explains a research idea with interactive examples—ideal for educational purposes or quick prototyping.
  • Use Case: For a researcher wanting to demonstrate a new AI method, this Skill converts the paper's core idea into a runnable, illustrative notebook that can be shared or embedded.

Quick Start

Use this Skill to automatically fetch a paper's overview, generate a summarizing story, and build a minimal Marimo notebook that demonstrates the main concept directly from a paper URL.

Frequently Asked Questions about implement-paper-auto

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

FAQPage Schema
How do I automatically convert an arXiv paper into a runnable notebook?▼

To convert an arXiv paper into a runnable notebook, this Skill fetches the paper's structured summary and full text, extracts key ideas, and generates an executable Marimo notebook with illustrative code examples automatically.

What is the best way to create educational code examples from AI research papers?▼

Creating educational code examples from AI research papers is done by retrieving the main concepts from AlphaXiv or arXiv sources and translating them into a minimal, interactive Marimo notebook designed for educational dissemination.

Can I use AlphaXiv sources to generate explanatory Marimo notebooks?▼

Yes, you can use AlphaXiv sources to generate explanatory Marimo notebooks. The Skill supports fetching structured summaries and full texts directly from AlphaXiv to build notebooks that explain research ideas.

Does generating a notebook from a research paper require manual coding?▼

Generating a notebook from a research paper does not require manual coding or user interaction during implementation. The process automatically extracts the paper's concepts and writes the working code examples for you.

How do I demonstrate a new AI method from a paper for quick prototyping?▼

To demonstrate a new AI method for quick prototyping, provide the paper URL to automatically generate a minimal Marimo notebook that illustrates the core concept with interactive, runnable code suitable for sharing.

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