ml-paper-writing

Automate machine learning paper drafting and citation verification for AI conferences.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/Billkst/Causal-TabDiff --skill ml-paper-writing-billkst
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/Billkst/Causal-TabDiff/tree/main/.agents/skills/ml-paper-writing
Command: npx skills add https://github.com/Billkst/Causal-TabDiff --skill ml-paper-writing-billkst

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the process of writing high-quality machine learning and AI papers for top-tier conferences, ensuring adherence to specific venue requirements and best practices.

Core Features & Use Cases

  • Conference-Specific Formatting: Utilizes official LaTeX templates for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM.
  • Citation Management: Provides workflows to search, verify, and programmatically fetch BibTeX entries, preventing citation hallucinations.
  • Writing Guidance: Incorporates best practices from leading researchers on narrative structure, abstract writing, clarity, and precision.
  • Use Case: Start drafting a NeurIPS paper from a research repository, ensuring all citations are verified and the paper adheres to the NeurIPS checklist and formatting guidelines.

Quick Start

Use the ml-paper-writing skill to draft the introduction for a paper on transformer architectures.

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 machine learning paper for a specific AI conference?

Formatting a machine learning paper for a specific AI conference is automated by applying official LaTeX templates for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM, ensuring strict adherence to venue-specific submission guidelines and camera-ready requirements.

How do I verify citations and fetch BibTeX entries for academic writing?

To verify citations and fetch BibTeX entries for academic writing, this Skill leverages Semantic Scholar, arXiv, and Habanero to programmatically search and validate references, preventing citation hallucinations in your research drafts.

Can I draft a research paper directly from a code repository?

Yes, you can draft a research paper directly from a code repository. This Skill supports structuring arguments and generating publication-ready text by extracting narrative elements and experimental context from your existing research codebase.

Does this tool provide writing guidance for structuring ML papers?

Yes, this tool provides writing guidance for structuring ML papers by incorporating best practices from leading researchers on narrative structure, abstract writing, clarity, and precision to refine your draft into a publication-ready document.

What is the best way to prepare a camera-ready submission for NeurIPS or ICML?

The best way to prepare a camera-ready submission for NeurIPS or ICML is to use automated workflows that apply official LaTeX templates, verify citations programmatically, and ensure formatting aligns with the specific conference checklist and venue requirements.