ml-paper-writing

Automate ML paper drafting with LaTeX templates and conference compliance checklists.

Updated Mar 26, 2026
One-click install
npx skills add https://github.com/cloudliness/Hermes-Autonomous-AI-Agent-Dialed-In-For-Windows-11 --skill ml-paper-writing-cloudliness
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/cloudliness/Hermes-Autonomous-AI-Agent-Dialed-In-For-Windows-11/tree/main/skills/research/ml-paper-writing
Command: npx skills add https://github.com/cloudliness/Hermes-Autonomous-AI-Agent-Dialed-In-For-Windows-11 --skill ml-paper-writing-cloudliness

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM by combining drafting workflows, templates, reviewer guidelines, and citation workflows into a coherent process.

Core Features & Use Cases

  • Narrative-driven writing framework (What/Why/So What) to structure arguments and claims.
  • Provides LaTeX templates, conference checklists, and citation verification workflows to ensure compliance with top venues.
  • Supports drafting from research repos, enabling reproducibility-focused writing and cross-checking against existing results.

Quick Start

Start by reviewing the ML paper writing guide and begin drafting the abstract using the provided template.

Frequently Asked Questions about ml-paper-writing

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

FAQPage Schema
How do I write a publication-ready ML paper for NeurIPS or ICML?

Drafting ML conference submissions requires structuring arguments using a What/Why/So What narrative framework, applying LaTeX templates, and validating citations alongside reproducibility and ethics compliance checklists.

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

Structuring ML research papers requires applying a narrative-driven What/Why/So What framework to standard sections including abstracts, introductions, methods, experiments, related work, and limitations.

Can I draft an ACL or AAAI submission directly from my research repository?

Yes, drafting conference submissions from research repos is supported, enabling reproducibility-focused writing by cross-checking drafted methods and experiments against existing results within the repository.

How do I verify citations and manage reproducibility checklists for ML writing?

Citation validation and reproducibility checklists for ML writing are managed through dedicated verification workflows that enforce detailed compliance standards across abstracts, methods, references, and limitations.

What limitations should I be aware of when automating ML paper writing?

Automating ML paper writing enforces structure, templates, and compliance across NeurIPS, ICML, ICLR, ACL, AAAI, and COLM, but users must manually ensure scientific claims and experimental data accurately reflect their research repository.