research-paper-writing

Guide ML/CV/NLP research paper drafting, revising, and reviewing.

Updated Jun 30, 2026
One-click install
npx skills add https://github.com/SunS1eep1ng/codex-dotfiles --skill research-paper-writing-suns1eep1ng
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/SunS1eep1ng/codex-dotfiles/tree/main/skills/research-paper-writing
Command: npx skills add https://github.com/SunS1eep1ng/codex-dotfiles --skill research-paper-writing-suns1eep1ng

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps users improve the quality of academic papers in the fields of ML/CV/NLP by providing structured writing guidelines, section-specific resources, and a review framework.

Core Features & Use Cases

  • Structured Writing Guide: Offers a step-by-step guide for drafting and revising papers, focusing on clarity, flow, and reviewer-friendliness.
  • Section-Specific Resources: Provides detailed guidelines for writing sections like the abstract, introduction, related work, method, experiments, and conclusion.
  • Review Framework: Includes a checklist and workflow for self-review and adversarial review to detect reject risks early.
  • Use Case: Ideal for researchers or students preparing research papers, particularly those working on papers involving machine learning, computer vision, or natural language processing.

Quick Start

Run the 'research-paper-writing' skill and follow the prompts to begin writing your paper.

Frequently Asked Questions about research-paper-writing

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

FAQPage Schema
How do I improve the clarity and logical flow of my ML research paper?

To improve ML research paper clarity, use structured writing guidelines that focus on logical flow and reviewer-friendliness. This provides section-specific resources for drafting and revising your manuscript to effectively communicate your methods.

What is the best way to write an abstract and introduction for a CV research paper?

Writing an abstract and introduction for CV research requires following section-specific resources that outline structured guidelines. These resources help frame your computer vision contributions clearly to ensure the narrative is reviewer-friendly.

How can I self-review my NLP paper to detect reject risks before submission?

To detect reject risks in your NLP paper, apply a structured review framework featuring checklists for self-review and adversarial review. This workflow identifies potential logical flaws and clarity issues early before submission.

Does this academic writing guide support drafting experiments and method sections?

Yes, this academic writing guide supports drafting experiments and method sections by providing detailed guidelines for each specific part of the paper. It ensures your experimental setup and methodology are presented with proper logical flow.

Can I use this framework to revise an existing machine learning manuscript?

Yes, you can use this framework to revise an existing machine learning manuscript. The structured guidelines and review checklists are explicitly applicable to revising papers, helping you refine arguments and improve overall reviewer-friendliness.