ml-paper-writing

Draft ML papers with citation verification and venue-specific LaTeX templates.

5.1k|414|Updated Jan 27, 2026
One-click install
npx skills add https://github.com/Galaxy-Dawn/claude-scholar --skill ml-paper-writing
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/Galaxy-Dawn/claude-scholar/tree/main/skills/ml-paper-writing
Command: npx skills add https://github.com/Galaxy-Dawn/claude-scholar --skill ml-paper-writing

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires semanticscholar, arxiv, habanero, requests, and includes references (resource) components.

What problem does it solve?

This Skill helps ML researchers and practitioners to craft publication-ready papers for top venues by providing structured writing guidance, templates, and verification workflows.

Core Features & Use Cases

  • Structured Writing Guidance: Narrative framing, introduction templates, and section organization.
  • Citations & References Workflow: Programmatic citation verification workflow and BibTeX formatting guidance.
  • Conference Checklists & Templates: Access to venue-specific requirements, LaTeX template guidance, and reproducibility checklists.
  • Knowledge Base Integration: Reusable writing patterns extracted from successful ML papers.

Quick Start

To start drafting a NeurIPS-compliant draft, load the ml-paper-writing skill and begin with the introduction and methods sections, then run the citation workflow to verify references.

Frequently Asked Questions about ml-paper-writing

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

FAQPage Schema
How do I format a camera-ready ML paper for NeurIPS or ICML?

To format a camera-ready ML paper, this Skill provides venue-specific LaTeX templates and submission checklists for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM. It guides reproducibility verification and section organization to ensure your draft meets conference requirements.

How do I verify citations and format BibTeX references for an academic writing project?

You can verify citations programmatically using the integrated Semantic Scholar, arXiv, and habanero dependencies. The Skill automates reference verification and provides BibTeX formatting guidance to ensure your academic writing maintains accurate, reproducible citations.

What is the best way to structure an introduction and methods section for ML paper writing?

The best way to structure ML paper writing sections is by using the Skill's narrative framing templates and knowledge-base patterns. It extracts reusable writing structures from successful papers to guide your introduction framing and methods section organization.

Can I draft an academic paper directly from my research repository?

Yes, you can draft an academic paper directly from research repos. The Skill supports drafting workflows that translate your code and experimental baselines into structured manuscript sections, enforcing rigorous baseline reporting and reproducibility checklists throughout the process.

Does this Skill support reproducibility checklists for AI conference submissions?

Yes, this Skill enforces reproducibility checklists for AI conference submissions across major venues. It integrates verification workflows into the drafting process to ensure your experimental baselines and method descriptions meet strict reproducibility standards.