ml-paper-writing

Guide ML/AI research paper writing from structure to LaTeX submission.

Updated Jun 2, 2026
One-click install
npx skills add https://github.com/zcluu/PerfectSkills --skill ml-paper-writing-zcluu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/zcluu/PerfectSkills/tree/main/skills/ml-paper-writing
Command: npx skills add https://github.com/zcluu/PerfectSkills --skill ml-paper-writing-zcluu

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 provides expert-level guidance to write publication-ready ML/AI papers, offering comprehensive support from understanding the research to formatting for submission.

Core Features & Use Cases

  • Project Understanding: Helps explore repositories and identify key contributions.
  • Citation Verification: Ensures all citations are accurate and from reliable sources.
  • Paper Structure: Provides a structured framework for writing papers, including abstracts, introductions, methods, experiments, and limitations.
  • LaTeX Templates: Offers templates for major AI conferences to facilitate formatting.
  • Conference Requirements: Summarizes page limits, specific requirements, and key considerations for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM.

Quick Start

Use the ml-paper-writing skill to generate a LaTeX template for an ICML 2026 submission and write a 5-sentence abstract.

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 conference submission?

To format a machine learning paper for conference submission, you can use this Skill to generate LaTeX templates tailored to specific AI conferences like NeurIPS, ICML, ICLR, and ACL. It also summarizes page limits and specific formatting requirements for each venue.

How do I verify citations for an AI research paper?

You can verify citations for an AI research paper by cross-referencing sources through Semantic Scholar, CrossRef, and arXiv. This Skill automates citation verification to ensure all references are accurate and pulled from reliable academic databases.

What is the best way to structure an ML research paper?

The best way to structure an ML research paper is to follow a structured framework covering the abstract, introduction, methods, experiments, and limitations. This Skill provides expert-level guidance to organize these sections logically from project understanding to final draft.

Can I use this tool to write an abstract for an ML conference?

Yes, you can use this tool to write an abstract for an ML conference by requesting a specific output format, such as a 5-sentence abstract. It helps translate your research project understanding into concise, publication-ready text.

Does this Skill provide conference requirements for NeurIPS and ICML?

Yes, this Skill provides conference requirements for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM. It summarizes page limits, specific formatting rules, and key considerations to ensure your paper meets venue guidelines.

Do I need arXiv and Semantic Scholar access to write an AI paper with this Skill?

Yes, you need arXiv and Semantic Scholar access because this Skill queries these academic resources to verify citations and understand existing research. Dependencies include semanticscholar, arxiv, and habanero to fetch reliable academic data.