ml-paper-writing

Drafts ML/AI paper sections from research repositories with citation management and LaTeX templates.

Updated Mar 8, 2026
One-click install
npx skills add https://github.com/helix4u/hermes-agent-private --skill ml-paper-writing-helix4u
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/helix4u/hermes-agent-private/tree/main/skills/mlops/ml-paper-writing
Command: npx skills add https://github.com/helix4u/hermes-agent-private --skill ml-paper-writing-helix4u

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill assists in writing publication-ready Machine Learning and AI papers for top conferences, streamlining the process from research repositories to camera-ready submissions.

Core Features & Use Cases

  • Drafting Assistance: Generates drafts of paper sections based on research repositories and provides structured writing guidance.
  • Citation Management: Ensures programmatic fetching of citations to prevent hallucinations, with workflows for verification.
  • Conference Formatting: Provides access to LaTeX templates and adherence guidelines for major conferences like NeurIPS, ICML, ICLR, ACL, AAAI, and COLM.
  • Use Case: A researcher has a new algorithm and code repository. They can use this Skill to generate a first draft of the paper, including a literature review and experimental setup, ensuring all citations are verified.

Quick Start

Use the ml-paper-writing skill to draft an introduction for a paper based on the provided research repository.

Frequently Asked Questions about ml-paper-writing

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

FAQPage Schema
How do I generate an ML paper draft from a research repository?

You can generate publication-ready ML paper drafts directly from your research repository. The skill automates drafting paper sections, literature reviews, and experimental setups while ensuring verified citations.

How do I manage citations programmatically to prevent hallucinations in research writing?

Programmatic citation management prevents hallucinations by automatically fetching and verifying references. The skill uses APIs like Semantic Scholar and arXiv to ensure all citations in your ML papers are accurate and verifiable.

What is the best way to format a machine learning paper for conference submission?

Formatting a machine learning paper for conference submission is streamlined using built-in LaTeX templates. The skill provides adherence guidelines and formatting for major conferences like NeurIPS, ICML, ICLR, and ACL.

Does the citation verification process work with arXiv and Semantic Scholar?

Yes, citation verification works directly with arXiv and Semantic Scholar. The skill leverages these dependencies, alongside habanero and requests, to programmatically fetch and verify references for your academic writing.

Can I get guidance on narrative structure for AI conference papers?

You can receive expert-level guidance on narrative structure for AI conference papers. The skill provides structured writing guidance, philosophy, and highlights common pitfalls encountered during academic writing.

What conferences are supported by these LaTeX templates?

The LaTeX templates support top AI and ML conferences, including NeurIPS, ICML, ICLR, ACL, AAAI, and COLM. This ensures your paper adheres to the specific formatting guidelines required for each venue.