Verified:GitHub

research-paper-writing

Guide ML paper planning, drafting, evaluation, and submission workflows.

Updated Apr 27, 2026

Search Tags:#checklists #reproducibility #literature-review #experiment-design #conference-submission #paper-writing #ml-research

Ready to run

npx skills add https://github.com/x-TheFox/Corvus --skill research-paper-writing-x-thefox

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/x-TheFox/Corvus/tree/main/skills/research/research-paper-writing
Command: npx skills add https://github.com/x-TheFox/Corvus --skill research-paper-writing-x-thefox

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The Research Paper Writing Pipeline provides a structured, end-to-end workflow to plan, draft, evaluate, and submit ML papers with rigorous reproducibility and a clear narrative.

Core Features & Use Cases

Comprehensive framework covering project setup, literature review, experiment design, result analysis, writing, and submission.
Templates, checklists, and guidelines aligned with major conferences (NeurIPS, ICML, ICLR, ACL, AAAI, COLM).
Reproducibility-focused artifacts: experiment logs, data sheets, and clear evaluation protocols.

Quick Start

Follow the pipeline to generate a complete ML paper from concept to conference submission.

Frequently Asked Questions about research-paper-writing

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

FAQPage Schema

How do I write an ML paper for conference submission?▼

To write an ML paper for conference submission, use an end-to-end workflow that covers planning, drafting, evaluation, and submission. This provides templates, checklists, and reproducibility-focused artifacts like experiment logs and data sheets aligned with major ML conferences.

What is reproducibility in machine learning experiment design?▼

Reproducibility in machine learning experiment design ensures results can be consistently replicated. It requires maintaining detailed experiment logs, data sheets, and clear evaluation protocols throughout the research-to-publication process to guarantee rigorous scientific standards.

How do I structure a literature review for an ML research paper?▼

To structure a literature review for an ML research paper, use a comprehensive framework that guides project setup and citation management. This ensures your narrative aligns with existing research while maintaining rigorous citation tracking throughout the writing process.

Does this paper writing pipeline support NeurIPS and ACL submission guidelines?▼

Yes, the paper writing pipeline supports NeurIPS and ACL submission guidelines. It provides templates, checklists, and guidelines aligned with major conferences including NeurIPS, ICML, ICLR, ACL, AAAI, and COLM to ensure your manuscript meets venue requirements.

What's the best way to plan experiment design for a publish-ready ML paper?▼

The best way to plan experiment design for a publish-ready ML paper is to follow a reusable pipeline that enforces rigorous evaluation protocols. This includes generating experiment logs and data sheets to ensure your results are fully reproducible and aligned with conference standards.