Can I use this skill to write a paper from scratch?

Yes, the skill is designed to crawl your research repository, understand your results, and produce a proactive first draft that serves as a foundation for iteration.

How does this skill prevent citation hallucinations?

The skill enforces a strict rule never to generate BibTeX from memory. It uses programmatic APIs like Semantic Scholar, ArXiv, and Exa MCP to verify paper existence and fetch authentic metadata.

Which AI conferences are supported by this skill?

It provides specific guidance and templates for top-tier venues including NeurIPS, ICML, ICLR, ACL, AAAI, and COLM.

Does it handle LaTeX formatting?

Absolutely. It includes workflows for managing LaTeX templates, structuring complex math sections, and preparing camera-ready submissions.

ML Paper Writing for AI Research

Name: ML Paper Writing for AI Research
Author: Orchestra-Research

byOrchestra-Research

•

3,983

•

Data Science & ML

Drafts publication-ready ML and AI research papers for top-tier conferences like NeurIPS and ICML directly from your research codebase.

This skill transforms Claude into an expert research assistant capable of drafting, refining, and formatting academic papers for major AI conferences. By analyzing your repository's code, experimental results, and documentation, it proactively generates high-quality LaTeX drafts while strictly adhering to academic integrity standards. It features automated citation verification via Semantic Scholar and ArXiv APIs to eliminate hallucinations and follows the writing philosophies of leading AI researchers to ensure your paper maintains a clear narrative and rigorous evidence base.

Key Features

01Automated repository exploration to identify core contributions and experimental findings

02Standardized conference checklists to ensure submission readiness and reviewer alignment

03Programmatic citation verification and BibTeX retrieval via Semantic Scholar and ArXiv

04Pre-configured LaTeX templates for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM

053,983 GitHub stars

06Proactive end-to-end drafting of abstracts, introductions, methods, and experiments

Use Cases

01Converting existing research notes and experimental data into structured LaTeX sections for peer review

02Generating a complete first draft of a conference paper from a research repository and results folder

03Verifying academic citations and generating accurate BibTeX entries to prevent hallucinations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add orchestra-research/ai-research-skills 20-ml-paper-writing

For use in Claude.ai and ChatGPT

Download Skill