ml-paper-writing

Draft conference-ready ML manuscripts from code, results, and documentation.

Updated Apr 27, 2026
One-click install
npx skills add https://github.com/Tnemo65/template --skill ml-paper-writing-tnemo65
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/Tnemo65/template/tree/main/.cursor/skills/12-ml-paper-writing/ml-paper-writing
Command: npx skills add https://github.com/Tnemo65/template --skill ml-paper-writing-tnemo65

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill helps researchers structure and polish ML/AI papers for major conferences by guiding narrative development, checklists, and reproducibility practices from idea to camera-ready submission.

Core Features & Use Cases

  • Comprehensive writing framework: What/Why/So What narrative, 5-sentence abstract, and introduction structure.
  • Reproducibility & citations: provides a citation workflow, provenance templates, and template checklists to ensure replicable research.
  • Conference-ready templates: includes templates, style guidance, and submission checklists for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM to streamline formatting.
  • Use case: a team drafts a NeurIPS paper starting from project code and results, then iterates with reviewer-style feedback using the suggested workflow.

Quick Start

Draft a complete ML paper by using the narrative framework, templates, and reproducibility guidelines to produce a NeurIPS/ICML/ICLR-ready manuscript.

Frequently Asked Questions about ml-paper-writing

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

FAQPage Schema
How do I write a machine learning paper for NeurIPS or ICML from scratch?

To write an ML paper for NeurIPS or ICML, use a structured framework that builds the narrative from your code and results, applies conference-specific templates, and enforces reproducibility checklists to produce a publication-ready manuscript.

What is the best way to ensure reproducibility for an ML research paper?

The best way to ensure reproducibility is to follow a programmatic citation workflow, use provenance templates for your research artifacts, and complete explicit reproducibility checklists during the drafting process to verify all sources and experimental setups.

Can I draft an ICLR or ACL submission directly from my project code and experiment results?

Yes, you can draft an ICLR or ACL submission directly from project code and results by applying a narrative framework that structures your contributions and integrates formatting guidelines specific to those conferences.

Does automated paper writing handle conference-specific style guides and submission checklists?

Automated paper writing handles conference-specific style guides and submission checklists by providing tailored templates and formatting guidance for major venues like NeurIPS, ICML, ICLR, ACL, AAAI, and COLM.

How do I structure an introduction for a machine learning research paper?

Structure an ML research paper introduction by using an explicit What/Why/So What narrative framework, ensuring you state your contributions clearly and align the text with a 5-sentence abstract format.

What should I do to verify citations and sources for an ML conference submission?

To verify citations and sources for an ML conference submission, implement a programmatic citation workflow that cross-checks references against original sources to ensure rigorous experimental claims and compliance.