implement-paper-auto

Name: implement-paper-auto
Availability: InStock
Author: RDCrystalLab

Implement research papers as interactive marimo notebooks with runnable examples.

Updated Jan 10, 2026

Search Tags:#implementation #machine learning #visualization #research paper #notebook #marimo

Ready to run

npx skills add https://github.com/RDCrystalLab/agentic-plugins --skill implement-paper-auto-rdcrystallab

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: implement-paper-auto
Source: https://github.com/RDCrystalLab/agentic-plugins/tree/main/plugins/marimo/skills/implement-paper-auto
Command: npx skills add https://github.com/RDCrystalLab/agentic-plugins --skill implement-paper-auto-rdcrystallab

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps researchers and developers transform complex research papers into clear, runnable marimo notebook implementations without requiring iterative user guidance.

Core Features & Use Cases

Paper Analysis Workflow: Retrieves structured paper content from AlphaXiv and identifies the core concept worth demonstrating.
Interactive Notebook Creation: Builds concise marimo notebooks with meaningful examples, visualizations, and optional custom widgets.
Use Case: A researcher can use this Skill to convert a machine learning paper into an educational notebook that explains the main idea through a lightweight CPU-runnable experiment.

Quick Start

Ask the skill to implement the key idea from a given research paper as an interactive marimo notebook.

Frequently Asked Questions about implement-paper-auto

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

FAQPage Schema

How do I convert a machine learning research paper into an interactive notebook?▼

To convert a research paper into an interactive notebook, this Skill retrieves structured paper content, identifies core concepts, and generates a concise marimo notebook with runnable examples and visualizations demonstrating the key ideas.

Can I automatically generate marimo notebooks with custom widgets from a research paper?▼

Yes, you can automatically generate marimo notebooks with custom widgets from a research paper. This Skill integrates anywidget components to build interactive visualizations and runnable experiments without requiring iterative user guidance.

What is the best way to implement key ideas from research papers as runnable code examples?▼

The best way to implement key ideas from research papers as runnable code is using a story-driven implementation workflow that translates paper concepts into lightweight, CPU-runnable marimo notebook experiments with meaningful visualizations.

Does this paper implementation workflow require manual coding to build educational notebooks?▼

No, this paper implementation workflow does not require manual coding or iterative user guidance to build educational notebooks. It automatically handles structured paper retrieval from AlphaXiv, experiment design, and marimo notebook generation.

How does structured paper retrieval from AlphaXiv work for creating experiment designs?▼

Structured paper retrieval from AlphaXiv works by extracting the core concept worth demonstrating from a research paper, which then directly informs the story-driven implementation choices and lightweight experiment design within the generated marimo notebook.

Are there limitations when translating complex machine learning papers into lightweight CPU-runnable experiments?▼

A limitation when translating complex machine learning papers into lightweight CPU-runnable experiments is that the generated marimo notebooks focus on demonstrating the main idea through concise examples, potentially omitting heavy computational details or full-scale model training.