uv-ml-paper-writing

Creates ML/CS conference submissions with LaTeX templates and citation verification workflows.

1|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/uv-xiao/pkbllm --skill uv-ml-paper-writing
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: uv-ml-paper-writing
Source: https://github.com/uv-xiao/pkbllm/tree/main/knowledge/ML/paper/ml-paper-writing
Command: npx skills add https://github.com/uv-xiao/pkbllm --skill uv-ml-paper-writing

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and templates (resource) components.

What problem does it solve?

This Skill streamlines the process of writing publication-ready machine learning and AI papers for top conferences, addressing the challenges of structuring arguments, verifying citations, and adhering to strict formatting guidelines.

Core Features & Use Cases

  • Conference-Specific Templates: Provides LaTeX templates for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM.
  • Citation Verification Workflow: Emphasizes programmatic citation fetching to prevent hallucinations, integrating with APIs like Semantic Scholar and CrossRef.
  • Writing Philosophy Guidance: Distills best practices from leading researchers on narrative structure, abstract writing, and clarity.
  • Use Case: A researcher has a completed ML project and needs to draft a NeurIPS submission. This Skill guides them through understanding the contribution, structuring the paper, writing a compelling abstract, and ensuring all citations are verified.

Quick Start

Use the uv-ml-paper-writing skill to draft the introduction for a paper on transformer architectures.

Frequently Asked Questions about uv-ml-paper-writing

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

FAQPage Schema
How do I write a publication-ready machine learning paper for top AI conferences?

To write a publication-ready machine learning paper, use this Skill to access conference-specific LaTeX templates, apply writing guidance for narrative structure, and verify citations programmatically to ensure adherence to strict formatting requirements.

How do I verify citations programmatically to prevent hallucinations in academic writing?

To verify citations programmatically and prevent hallucinations in academic writing, this Skill integrates with APIs like Semantic Scholar and CrossRef to fetch and validate references during the manuscript drafting workflow.

Does this Skill provide LaTeX templates for NeurIPS, ICML, and ICLR conference submissions?

Yes, this Skill provides LaTeX templates for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM conference submissions, ensuring your manuscript meets the exact formatting requirements of these top AI venues.

What is the best way to structure arguments and write a compelling abstract for an ML paper?

The best way to structure arguments and write a compelling ML abstract is to apply the writing philosophy guidance provided by this Skill, which distills best practices from leading researchers to emphasize narrative clarity and logical progression.

Can I use this Skill to draft an introduction for a transformer architecture paper?

Yes, you can use this Skill to draft an introduction for a transformer architecture paper by leveraging its writing guidance to structure your arguments and frame your contributions clearly.