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.