research-paper-writing

Automate ML/AI research paper writing from experiment design to conference submission.

Updated Sep 1, 2021
One-click install
npx skills add https://github.com/unclehowell/unclehowell --skill research-paper-writing-unclehowell
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/unclehowell/unclehowell/tree/main/skills/research/research-paper-writing
Command: npx skills add https://github.com/unclehowell/unclehowell --skill research-paper-writing-unclehowell

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The Research Paper Writing Pipeline automates the end-to-end workflow for producing ML/AI research papers, turning experiments, analyses, and narrative into publishable manuscripts with reproducible results and properly verified citations.

Core Features & Use Cases

  • End-to-end lifecycle: design, execution, analysis, drafting, revision, and submission.
  • Integrated citation verification and BibTeX management for reliable references.
  • Reproducibility-centric workflow: capture configurations, logs, and artifacts for full replication.
  • Structured writing assistance: guidance to craft introductions, methods, results, and discussion sections.

Quick Start

Generate a complete draft of a ML/AI research paper from your experiments and references using the pipeline's templates and workflows.

Frequently Asked Questions about research-paper-writing

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

FAQPage Schema
How do I automate ML research paper writing from experiment design to submission?

You can automate ML research paper writing by using an end-to-end pipeline that handles experiment design, data analysis, drafting, revision, and conference submission. This workflow integrates structured templates and automated formatting to generate publishable manuscripts directly from your experiments.

How does automated citation verification work for academic writing?

Automated citation verification works by integrating BibTeX management directly into the academic writing workflow. This pipeline validates references during the drafting process, ensuring reliable citations are maintained throughout the manuscript without manual cross-checking.

What is the best way to ensure reproducibility in an AI research paper?

The best way to ensure reproducibility in an AI research paper is to use a reproducibility-centric workflow that automatically captures experiment configurations, logs, and artifacts. This pipeline secures full replication data alongside your structured writing process.

Can I use this pipeline to draft specific sections like methods and results?

Yes, you can use this pipeline to draft specific sections because it provides structured writing assistance. It offers targeted guidance to help you craft introductions, methods, results, and discussion sections based on your experimental data and analysis.

Does the research paper writing workflow require LaTeX to format the manuscript?

The research paper writing workflow utilizes an integrated LaTeX pipeline for automated formatting and structured manuscript generation. This ensures the final draft meets standard academic submission requirements without manual formatting overhead.