ml-paper-writing

Draft a submission-ready ML paper manuscript from a code repository.

12|1|Updated Jan 19, 2026

Search Tags:#reproducibility #narrative-writing #citation-verification #ml-paper-writing #conference-submission #latex-templates

Ready to run

npx skills add https://github.com/ain3sh/.agents --skill ml-paper-writing-ain3sh

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/ain3sh/.agents/tree/main/skills/ml-paper-writing
Command: npx skills add https://github.com/ain3sh/.agents --skill ml-paper-writing-ain3sh

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires semanticscholar, arxiv, habanero, requests.

What problem does it solve?

This Skill automates the creation of a publication-ready ML paper from a research repository, reducing drafting time and ensuring alignment with top-conference formats.

Core Features & Use Cases

Drafts a complete manuscript covering abstract, introduction, methods, experiments, results, and related work, guided by a single-sentence contribution.
Provides LaTeX templates and conference checklists for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM to ensure submission readiness.
Integrates a citation workflow that programmatically verifies sources and retrieves BibTeX entries to prevent hallucinations.
Offers narrative-writing guidance to structure the story, explain contributions, and tailor the manuscript to reviewer expectations.

Quick Start

Use the ml-paper-writing skill to generate a NeurIPS-compliant draft skeleton from your 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 draft a machine learning paper from a code repository?▼

To draft a machine learning paper from a code repository, provide your research code and a single-sentence contribution. The skill generates a complete manuscript covering abstract, methods, and experiments with narrative-focused structuring.

Can I generate LaTeX templates for ICML and NeurIPS conference submissions?▼

Yes, you can generate LaTeX templates and reviewer checklists for ICML and NeurIPS conference submissions. The skill also supports ICLR, ACL, AAAI, and COLM venues to ensure your manuscript meets submission readiness.

How do I verify citations and retrieve BibTeX entries to prevent hallucinations?▼

To verify citations and retrieve BibTeX entries, the skill uses a programmatic citation workflow integrating semanticscholar, arxiv, and habanero. This prevents hallucinations by validating sources against real academic databases.

How do I document hyperparameters and data for ML reproducibility?▼

To document hyperparameters and data for ML reproducibility, the skill enforces strict reproducibility guidelines within the generated manuscript. It captures experimental details directly from your repository to ensure results can be replicated.

What is the best way to structure an introduction and related work section for an ML manuscript?▼

The best way to structure an introduction and related work section for an ML manuscript is using the built-in narrative-writing guidance. This helps you craft a cohesive story, explain contributions clearly, and tailor the manuscript to reviewer expectations.

Do I need to provide my research code to generate a publication-ready ML paper?▼

Yes, you need to provide your research code repository as input. The skill analyzes your codebase to automate drafting the publication-ready ML paper, extracting data, methods, and hyperparameter details for the manuscript.