Does this skill require specific Python tools?

Yes, it utilizes a python tool located at tools/pdf/pdf_to_md.py to handle the initial conversion from PDF format to Markdown assets.

Can I customize the output format of the paper summaries?

Yes, the skill follows a template defined in docs/research/papers/_template.md, which can be customized to match your specific documentation requirements.

What is the primary function of the paper-ingest skill?

It automates the conversion of academic PDF papers into structured Markdown files, specifically extracting technical data like model parameters, metrics, and reproduction hints.

How does it handle data quality and leakage?

The skill includes specific steps to identify and record data splits and leakage considerations, ensuring that research summaries include important validation context.

Research Paper Ingest

Name: Research Paper Ingest
Author: yusuke124358

byyusuke124358

0•

データサイエンスとML

Converts research paper PDFs into structured, reproducible Markdown summaries for technical analysis and knowledge management.

The paper-ingest skill streamlines the transition from academic PDF documents to actionable research documentation. It automates the conversion process, utilizing standardized templates to extract critical information such as model architectures, training parameters, evaluation metrics, and data leakage considerations. By providing concise reproduction hints and structured assets, it helps researchers and data scientists maintain a high-quality, searchable library of technical literature with minimal manual effort.

主な機能

01Automated PDF to Markdown conversion via specialized Python scripts

02Structured extraction of model features, training details, and evaluation metrics

03Identification of data splits and potential leakage considerations

040 GitHub stars

05Automated citation management and reproduction hint recording

06Template-driven summary generation for consistency across research logs

ユースケース

01Building a standardized knowledge base of machine learning research papers

02Streamlining literature reviews by automating data extraction from PDFs

03Documenting technical implementation details and reproduction steps for team reference

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yusuke124358/keiba paper-ingest

For use in Claude.ai and ChatGPT

Download Skill