skills.rest
panicPaul
panicPaulCOMMUNITY
Explore all skills by this author →
GitHub

implement-paper-auto

Fetch paper content from Alphaxiv and generate a runnable marimo notebook.

5|Updated Apr 14, 2026
Search Tags:#automation#research#notebook#papers#marimo#alphaxiv
One-click install
npx skills add https://github.com/panicPaul/splatkit --skill implement-paper-auto-panicpaul
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: implement-paper-auto
Source: https://github.com/panicPaul/splatkit/tree/main/.agents/skills/implement-paper-auto
Command: npx skills add https://github.com/panicPaul/splatkit --skill implement-paper-auto-panicpaul

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Implement a research paper in a marimo notebook fully automatically without extra user input.

Core Features & Use Cases

  • Automated paper-to-notebook: Converts a paper into a structured, runnable marimo notebook that tells a clear story without manual setup.
  • Content extraction: Fetches structured overviews from Alphaxiv and falls back to full text when needed.
  • Notebook generation: Produces a self-contained marimo notebook that can run on CPU with the story-focused cells arranged for easy reading.
  • Use Case: A researcher wants to turn a new arXiv paper into a runnable notebook that demonstrates a concept step-by-step without coding from scratch.

Quick Start

Provide the paper identifier or URL and let Alphaxiv fetch the overview, then build a CPU-run marimo notebook that tells a concise story with a minimal runnable example.

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, provide the paper URL or ID. The tool fetches content via Alphaxiv and builds a self-contained marimo notebook with a minimal runnable example.

Can I create a marimo notebook from a research paper without manual coding?▼

Yes, you can create a marimo notebook from a research paper without manual coding. The tool extracts the paper's text and generates story-focused cells arranged for easy reading on CPU.

How does automated paper content extraction work when building a notebook?▼

Automated paper content extraction uses a two-stage fetch via Alphaxiv. It retrieves a fast overview first, then fetches the full text if needed, and falls back to the PDF if both fail.

Does the generated notebook require a GPU to run the paper's example?▼

No, the generated notebook does not require a GPU to run the paper's example. The tool builds a self-contained marimo notebook designed to execute the minimal runnable example on CPU.

What happens if Alphaxiv fails to fetch the paper text for the notebook?▼

If Alphaxiv fails to fetch the paper text for the notebook, the tool implements error handling by guiding you directly to the original PDF to ensure you can still access the research content.

Related Skills

Explore More Education & Research Skills→
ResearAIResearAI
3.3k

alphaxiv-paper-lookup

Fetch structured AI-generated overviews of arXiv papers from alphaxiv.org.

Community
Intermediate
RDCrystalLabRDCrystalLab

auto-paper-demo

Convert research papers into interactive marimo notebooks with visual explanations.

Official
Advanced
panicPaulpanicPaul
5

auto-paper-demo

Convert research papers into Marimo notebooks with AlphaXiv content.

Community
Advanced
luk036luk036

script-to-ipynb

Convert Python scripts into runnable Jupyter notebooks with markdown cells.

Community
Intermediate