research-paper-writing

Automate ML/AI research paper writing with literature review and citation verification.

4|Updated Apr 19, 2026
One-click install
npx skills add https://github.com/ragnarokhaa/hermes --skill research-paper-writing-ragnarokhaa
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/ragnarokhaa/hermes/tree/main/hermes-cerul-tech-news-package/hermes-cerul-tech-news-package/hermes-agent/skills/research/research-paper-writing
Command: npx skills add https://github.com/ragnarokhaa/hermes --skill research-paper-writing-ragnarokhaa

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill simplifies the complex process of writing ML/AI research papers, providing a step-by-step guide from experiment design to submission, with automation for various tasks.

Core Features & Use Cases

  • End-to-End Pipeline: Covers every stage of the research paper lifecycle, including literature review, experiment design, analysis, drafting, and submission.
  • Experiment Monitoring & Analysis: Automates experiment monitoring, statistical analysis, and iterative writing for efficient paper development.
  • Citation Verification: Integrates automated citation verification to ensure accuracy and prevent hallucinations.
  • Use Case: Ideal for researchers working on ML/AI papers aiming for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM conferences.

Quick Start

Use the research-paper-writing skill to initiate the paper writing process by setting up the project workspace.

Frequently Asked Questions about research-paper-writing

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

FAQPage Schema
How do I automate ML/AI research paper writing from experiment design to submission?

To automate ML/AI research paper writing, this Skill provides an end-to-end structured pipeline covering literature review, experiment design, monitoring, statistical analysis, iterative drafting, and submission preparation.

How do I verify citations and prevent hallucinations in my research paper drafts?

To verify citations and prevent hallucinations in research paper drafts, this Skill integrates automated citation verification that cross-references references using the Semantic Scholar and arXiv APIs.

Can I use this pipeline for experiment monitoring and statistical analysis in ML research?

Yes, you can use this pipeline for experiment monitoring and statistical analysis in ML research, as it automates tracking and leverages SciPy and NumPy for data evaluation during paper development.

Does this research paper writing pipeline require access to arXiv and Semantic Scholar APIs?

Yes, this research paper writing pipeline requires access to the Semantic Scholar and arXiv APIs to conduct automated literature reviews and verify citations accurately.

What's the best way to structure an end-to-end pipeline for NeurIPS or ICML paper writing?

The best way to structure an end-to-end pipeline for NeurIPS or ICML paper writing is using this Skill's structured workflow, which covers iterative writing, experiment analysis, and automated verification.

Can I generate scientific plots for my ML research paper using this Skill?

Yes, you can generate scientific plots for your ML research paper using this Skill, as it integrates Matplotlib and SciencePlots to visualize experiment monitoring and statistical analysis data.