ml-paper-writing

Structure ML/AI paper outlines, abstracts, and citations for conference submissions.

Updated Mar 18, 2026
One-click install
npx skills add https://github.com/tadod12/fraud-detection-research --skill ml-paper-writing-tadod12
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/tadod12/fraud-detection-research/tree/main/.agent/skills/20-ml-paper-writing
Command: npx skills add https://github.com/tadod12/fraud-detection-research --skill ml-paper-writing-tadod12

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This skill provides expert-level guidance for writing publication-ready ML/AI/Systems papers, helping researchers structure arguments, verify citations, and prepare camera-ready submissions. It combines philosophy from leading researchers with practical tools like LaTeX templates, citation workflows, and conference checklists.

Core Features & Use Cases

  • Narrative-driven framework (What, Why, So What) to frame research contributions clearly.
  • 5-sentence abstract formula, introduction with 2-4 concrete contribution bullets, and reproducibility guidance.
  • Citation verification workflows, checklists for NeurIPS/ICML/ICLR/ACL/OSDI/NSDI/ASPLOS/SOSP, and LaTeX templates for rapid paper production.
  • Use Case: a researcher drafts a NeurIPS paper from a codebase, then adapts for camera-ready submission with minimal edits.

Quick Start

Draft your first complete paper outline by following the narrative-based structure and generate an abstract, introduction bullets, and a dedicated limitations section.

Frequently Asked Questions about ml-paper-writing

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

FAQPage Schema
How do I structure an ML paper outline for top conferences like NeurIPS or ICML?▼

To structure an ML paper outline for NeurIPS or ICML, use a narrative-driven framework defining What, Why, and So What. Frame your research with a 5-sentence abstract formula and 2-4 concrete contribution bullets in the introduction.

What is the best way to verify citations for an academic AI research paper?▼

The best way to verify citations for an academic AI research paper is through dedicated citation verification workflows. These workflows cross-check your references using dependencies like semanticscholar, arxiv, and habanero to ensure accuracy before camera-ready submission.

Does this writing framework support systems venues like OSDI and ASPLOS?▼

Yes, this writing framework supports major systems venues like OSDI, NSDI, ASPLOS, and SOSP. It provides structured writing guidance, reproducibility requirements, and specific conference checklists tailored for both ML/AI and systems paper submissions.

How do I draft a limitations section for publication-ready machine learning research?▼

To draft a limitations section for publication-ready machine learning research, follow the structured writing guidance that enforces a dedicated limitations section. This rigorous workflow ensures your research contributions are framed clearly while meeting strict reviewer guidelines.

Can I generate a camera-ready LaTeX paper from a codebase for ICLR or ACL?▼

Yes, you can generate a camera-ready LaTeX paper from a codebase for ICLR or ACL. The framework provides LaTeX templates and checklists, allowing you to draft your paper and adapt it for camera-ready submission with minimal edits.