ml-paper-writing

Draft ML and AI papers with verified citations for conference submissions.

Updated Jan 12, 2026
One-click install
npx skills add https://github.com/MesferAli/XCircle --skill ml-paper-writing-mesferali
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/MesferAli/XCircle/tree/main/.claude/skills/20-ml-paper-writing
Command: npx skills add https://github.com/MesferAli/XCircle --skill ml-paper-writing-mesferali

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires semanticscholar, arxiv, habanero, requests, and includes scripts (resource) and references (resource) and templates (resource) components.

What problem does it solve?

This Skill streamlines the process of writing high-quality Machine Learning and AI research papers for top-tier conferences, from initial drafting to final submission.

Core Features & Use Cases

  • Drafting & Structuring: Generates complete paper drafts, outlines arguments, and structures content according to conference best practices.
  • Citation Management: Verifies and fetches citations programmatically to prevent hallucinations, ensuring academic integrity.
  • Use Case: Start writing a NeurIPS paper from a research repository by providing the code and results; the Skill will help structure the narrative, draft sections, and manage citations.

Quick Start

Use the ml-paper-writing skill to draft an introduction for a paper about transformer models.

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 for a conference submission?

To draft a machine learning paper for conference submission, the Skill generates complete paper drafts, structures arguments, and prepares camera-ready submissions using LaTeX templates and specific reviewer guidelines for top-tier ML conferences.

How does citation management work when writing ML research papers?

Citation management for ML research papers prevents hallucinations by programmatically fetching and verifying references using dependencies like semanticscholar, arxiv, and habanero, ensuring academic integrity throughout the paper writing process.

Can I use a research repository to start writing an AI paper?

Yes, you can use a research repository to start writing an AI paper by providing the code and results; the Skill helps structure the narrative, draft sections, and manage citations directly from your research artifacts.

What is the best way to format a camera-ready paper for NeurIPS or ICML?

The best way to format a camera-ready paper for NeurIPS or ICML is using the Skill's LaTeX templates and reviewer guidelines, which structure content according to conference best practices and ensure submission compliance.

Does the Skill support writing for natural language processing conferences like ACL and COLM?

Yes, the Skill supports writing publication-ready AI and Machine Learning papers for natural language processing conferences including ACL and COLM, alongside NeurIPS, ICML, ICLR, and AAAI.

How do I prevent citation hallucinations in academic writing?

To prevent citation hallucinations in academic writing, the Skill programmatically fetches and verifies citations using integrated APIs, ensuring that all references in your ML paper are accurate and academically sound.