research-paper-writing

Plan and execute an end-to-end research paper pipeline for ML and AI conferences.

Updated Jul 7, 2026
One-click install
npx skills add https://github.com/TitoPrausee/nexus-toti --skill research-paper-writing-titoprausee
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/TitoPrausee/nexus-toti/tree/main/data/skills/research/research-paper-writing
Command: npx skills add https://github.com/TitoPrausee/nexus-toti --skill research-paper-writing-titoprausee

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps researchers turn an idea, codebase, or experiment log into a coherent, publication-ready paper without losing the thread between claims, evidence, citations, and venue requirements.

Core Features & Use Cases

  • End-to-End Paper Pipeline: Guides project setup, literature review, experiment design, execution, analysis, drafting, revision, and submission.
  • Citation and Review Safety: Verifies citations programmatically, avoids hallucinated references, and supports structured self-review and rebuttal preparation.
  • Conference-Ready Formatting: Supports major ML and AI venues such as NeurIPS, ICML, ICLR, ACL, AAAI, and COLM with template-aware writing and checklist-driven compliance.
  • Research Ops Support: Tracks compute budget, experiment logs, failure recovery, human evaluation planning, and figure/table preparation.
  • Use Case: A researcher with messy results and notes can use this Skill to produce a clear paper draft, verify references, and prepare a submission that matches the target conference format.

Quick Start

Ask the Skill to help you transform your current research notes, results, and target venue into a submission-ready paper draft with verified citations and a clear revision plan.

Frequently Asked Questions about research-paper-writing

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

FAQPage Schema
How do I draft a research paper for NeurIPS or ICML using LaTeX templates?

To draft a research paper, this Skill provides an end-to-end pipeline that guides literature review, experiment analysis, and paper drafting with conference-ready LaTeX template compliance for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM submissions. It ensures your output matches the target venue format.

Can I verify citations and avoid hallucinated references when writing ML papers?

Yes, you can verify citations programmatically. This Skill executes citation verification to prevent hallucinated references, ensuring your ML and AI research papers maintain rigorous academic integrity and accurate literature attribution throughout the drafting process.

What is the best way to plan human evaluation and track compute budget for an AI paper?

The best way to plan human evaluation and track compute budget is using a structured research ops workflow. This Skill supports experiment logging, failure recovery, human evaluation planning, and compute-budget tracking to turn messy results into coherent evidence.

Does this research writing pipeline support rebuttal preparation and conference conversion?

Yes, the research writing pipeline supports structured self-review, rebuttal preparation, and review-response workflows. It also handles conference conversion across major ML and AI venues to adapt your submission for different target formats.

How do I turn messy experiment logs and notes into a publication-ready paper draft?

To turn messy experiment logs into a publication-ready paper draft, this Skill executes an end-to-end writing pipeline. It connects your claims and evidence through structured experiment analysis, revision tracking, and programmatic citation verification for a coherent final submission.