research-paper-writing

Automate ML research-paper writing from literature review to submission readiness.

12|2|Updated Feb 2, 2020
One-click install
npx skills add https://github.com/servitola/dotfiles --skill research-paper-writing-servitola
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/servitola/dotfiles/tree/main/claude-code/skills/research-paper-writing
Command: npx skills add https://github.com/servitola/dotfiles --skill research-paper-writing-servitola

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Automates end-to-end ML research-paper writing workflow, coordinating literature review, experiment design, drafting, and submission readiness.

Core Features & Use Cases

  • Literature-review orchestration with citation verification
  • Phase-aligned drafting guidance using templates and checklists
  • Reproducibility artifact generation (experiment_log.md, references, and templates)

Quick Start

Draft a publish-ready ML paper by orchestrating literature review, experimental design, and drafting steps using the built-in references and templates.

Frequently Asked Questions about research-paper-writing

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

FAQPage Schema
How do I write an ML research paper for NeurIPS or ICML?

To write an ML research paper for NeurIPS or ICML, you coordinate literature review, experiment design, and drafting using structured templates. This workflow enforces citation verification and reproducible artifact generation to produce a publication-ready manuscript.

What is reproducibility in ML experiment design?

Reproducibility in ML experiment design means generating verifiable artifacts like experiment logs and templates so others can replicate your results. It ensures your research production process is repeatable and your submission meets rigorous conference standards.

How do I verify literature review citations for a research paper?

Verifying literature review citations for a research paper involves orchestration with integrated reference components. The process checks citations rigorously during the drafting phase to ensure your publication-ready manuscript has accurate and validated references.

Can I use templates and checklists for end-to-end paper writing?

Yes, you can use templates and checklists for end-to-end paper writing. Phase-aligned drafting guidance uses these structured tools to coordinate literature review, experimental design, and submission readiness, ensuring repeatable research production across ML workflows.

Does this writing guide support ICLR-style workflows?

Yes, this writing guide supports ICLR-style workflows alongside NeurIPS and ICML formats. It targets ML researchers needing rigorous citation verification and reproducible experiments across these specific publication-ready manuscript workflows.