ml-paper-writing

Craft publication-ready ML papers with LaTeX templates and citation verification.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Streamlines scholarly writing for ML/AI research by providing a structured methodology, templates, and best-practice workflows to produce publication-ready manuscripts.

Core Features & Use Cases

  • Structured paper guidance: Narrative framing (What/Why/So What), abstract templates, and introduction guidance to crystallize contributions.
  • Templates & checklists: LaTeX templates for NeurIPS/ICML/ICLR/ACL, reproducibility checklists, and substitution-ready sections for faster submission.
  • Citation verification workflow: Programmatic workflow to search, verify, and fetch BibTeX entries from authoritative sources.
  • Practical writing tips: Micro-level editing tips, word-choice guidance, and figure-caption best practices to improve clarity.
  • Use Case: Writers drafting a NeurIPS submission can follow the templates and checklists to structure the paper, ensure required sections, and verify references.

Quick Start

Draft a complete first version by applying the narrative framework with the provided templates and checklists.

Frequently Asked Questions about ml-paper-writing

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

FAQPage Schema
How do I structure an ML paper for a NeurIPS or ICML submission?

To structure an ML paper for NeurIPS or ICML, apply a narrative framework across abstract, introduction, methods, and experiments sections using provided LaTeX templates to ensure compliant submissions.

What is the best way to verify citations and fetch BibTeX entries for machine learning research papers?

Verifying citations and fetching BibTeX entries for machine learning papers involves a programmatic workflow to search, verify, and extract references from authoritative sources, ensuring accurate bibliographies.

Can I use LaTeX templates for ACL and ICLR conference submissions?

Yes, you can use substitution-ready LaTeX templates designed specifically for ACL and ICLR workflows, which provide formatting guidelines and reproducibility checklists for publication-ready manuscripts.

How do I write a strong abstract and introduction for an AI research paper?

Writing a strong abstract and introduction for an AI research paper requires crystallizing contributions through a What/Why/So What narrative framing and applying structured editorial guidance.

Do I need prior research content before drafting a publication-ready ML manuscript?

Yes, you need prior research content as input. The tool applies narrative frameworks, templates, and editorial checklists to your existing research data to produce a publication-ready ML manuscript.

Are there reproducibility checklists available for machine learning conference submissions?

Yes, reproducibility checklists are provided alongside LaTeX templates to help authors verify required sections, figure-caption best practices, and word-choice guidance for compliant conference submissions.