research-paper-writing

Automate ML/AI research paper workflows from experiment design to submission.

1|Updated Apr 13, 2026
One-click install
npx skills add https://github.com/tangzheng202202/hermes-skills --skill research-paper-writing-tangzheng202202
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/tangzheng202202/hermes-skills/tree/main/05-research/research/research-paper-writing
Command: npx skills add https://github.com/tangzheng202202/hermes-skills --skill research-paper-writing-tangzheng202202

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This end-to-end pipeline automates the creation of ML/AI research papers, from project design and experiments through drafting, revision, and submission, reducing manual overhead and enabling faster iteration.

Core Features & Use Cases

  • End-to-end workflow: from experiment planning to submission-ready manuscripts with reproducible artifacts.
  • Citation verification: programmatic management of sources with BibTeX generation and verification against multiple databases.
  • Templates & checklists: integrated LaTeX templates, formatting guidance, and submission checklists for major venues.
  • Experiment tracking: keeps a traceable record of experiments, results, and narrative decisions to support writing.
  • Use case: researchers can generate a complete draft skeleton, populate figures/tables, and compile references for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM.

Quick Start

Run the Research Paper Writing Pipeline on a sample project to generate a draft, organize references, and prepare submission-ready artifacts.

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 research paper writing for NeurIPS or ICML submission?

You can automate ML research paper writing through an end-to-end workflow that generates draft skeletons, manages LaTeX templates, and prepares reproducible artifacts for NeurIPS or ICML submission.

How does citation verification work when generating LaTeX BibTeX files?

Citation verification programmatically manages sources and validates them against multiple databases to generate accurate BibTeX files for your LaTeX manuscript.

Can I use this pipeline to format manuscripts for ACL, AAAI, and COLM?

Yes, the pipeline supports manuscript formatting for ACL, AAAI, and COLM by providing integrated LaTeX templates, formatting guidance, and submission checklists.

What's the best way to track experiments and results for research writing?

Track experiments for research writing using a pipeline that maintains traceable records of results and narrative decisions to directly support structured manuscript drafting.

Do I need Semantic Scholar and arXiv access to verify paper citations?

Yes, programmatic citation verification queries Semantic Scholar and arXiv databases to validate sources and ensure reference accuracy before LaTeX compilation.

How to generate reproducible artifacts for machine learning submission checklists?

Generate reproducible artifacts for machine learning submission checklists by enforcing structured drafting, integrated templates, and traceable experiment tracking throughout the writing pipeline.