implement-paper

Fetch academic papers via AlphaXiv and generate executable marimo notebook scaffolds.

5|Updated Apr 14, 2026
One-click install
npx skills add https://github.com/panicPaul/splatkit --skill implement-paper-panicpaul
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: implement-paper
Source: https://github.com/panicPaul/splatkit/tree/main/.agents/skills/implement-paper
Command: npx skills add https://github.com/panicPaul/splatkit --skill implement-paper-panicpaul

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Translating research papers into interactive marimo notebooks to enable guided exploration, reproducibility, and hands-on learning.

Core Features & Use Cases

  • Convert a paper into an interactive, executable marimo notebook with structured sections and guidance.
  • Fetch paper content via AlphaXiv and organize it for learning, experimentation, and reproduction.
  • Generate a concise, plan-driven notebook scaffold that can be run with minimal setup.

Quick Start

Provide a paper link (Arxiv/AlphaXiv) and I will generate an interactive marimo notebook plan and scaffolding.

Frequently Asked Questions about implement-paper

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

FAQPage Schema
How do I turn an arxiv paper into an interactive marimo notebook?

To turn an arxiv paper into an interactive marimo notebook, provide the Arxiv or AlphaXiv link. The tool fetches the content and generates a structured, executable marimo notebook scaffold with guided sections for hands-on exploration.

Can I reproduce research paper experiments using a marimo notebook?

Yes, you can reproduce research paper experiments using a marimo notebook. The conversion process creates a reproducible, executable scaffold that organizes paper content for learning, experimentation, and guided demonstrations.

How does AlphaXiv integration work for fetching paper content into notebooks?

AlphaXiv integration fetches paper content directly from the provided link. The fetched content is then organized and translated into a minimal, modular marimo notebook outline structured for reproducibility and interactive understanding.

Do I need to install datasets separately to run the generated marimo notebook?

The generated marimo notebook provides a lightweight, modular outline that can be extended with datasets or experiments. Minimal setup is required to run the scaffold, allowing you to integrate specific datasets as needed.

What is the best way to structure a marimo notebook for academic paper reproduction?

The best way to structure a marimo notebook for academic paper reproduction is using a plan-driven scaffold. It applies marimo notebook conventions, supports references, and organizes content into structured sections for guided learning.

Are there limitations when converting complex papers into interactive notebooks?

Limitations when converting complex papers include generating only a concise, minimal executable scaffold rather than a full implementation. The modular outline supports extension, but complex datasets or experiments require manual integration.