research-paper-writing

Guide researchers through planning, structuring, and drafting machine learning papers.

2|1|Updated May 10, 2026

Search Tags:#experiment design #literature review #citation verification #ML #research paper #writing assistance

Ready to run

npx skills add https://github.com/zli5460/hermes-agent-X-Phoenix-Architecture --skill research-paper-writing-zli5460

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/zli5460/hermes-agent-X-Phoenix-Architecture/tree/main/skills/research/research-paper-writing
Command: npx skills add https://github.com/zli5460/hermes-agent-X-Phoenix-Architecture --skill research-paper-writing-zli5460

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires semanticscholar, requests, pyyaml, latex, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps researchers systematically plan, design, document, and produce research papers efficiently, reducing writing time and improving clarity.

Core Features & Use Cases

Workflow Management: Guides users through literature review, experiment design, analysis, and writing phases with structured prompts.
Content Generation & Structuring: Assists in drafting sections such as introduction, methodology, and conclusions.
Reference & Citation Handling: Facilitates organized citation verification, API-based source validation, and bibliography management.
Use Case: A researcher prepares a comprehensive ML paper; the Skill enables structured writing, citation verification, and experiment reporting all in one process.

Quick Start

Provide the main objectives, key claims, and experimental results of your research, then ask the AI: "Help me write the introduction and methods sections based on this data."

Frequently Asked Questions about research-paper-writing

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

FAQPage Schema

How do I structure a machine learning research paper from experimental design to submission?▼

To structure a machine learning research paper, this Skill guides you through literature review, experiment design, content generation, and citation verification, producing organized sections for formal publication. It provides structured prompts to streamline drafting and iterative refinement.

Can I verify citations and manage my bibliography using Semantic Scholar?▼

Yes, you can verify citations and manage your bibliography using Semantic Scholar. This Skill utilizes API-based source validation to check references and facilitates organized bibliography management for academic research papers.

What is the best way to draft an introduction and methods section for an ML research paper?▼

The best way to draft an introduction and methods section for an ML research paper is to provide your main objectives, key claims, and experimental results, then use the Skill to generate structured content based on that data.

Do I need LaTeX to write and organize my academic research paper?▼

LaTeX is a supported dependency for formatting your academic research paper. While the Skill assists with content generation and structured prompts for clarity, LaTeX helps format the final document for formal publication.

Does this research paper writing assistance work for iterative refinement and detailed experiment reporting?▼

Yes, this research paper writing assistance supports iterative refinement and detailed experiment reporting. It guides researchers through structured workflow phases, ensuring comprehensive documentation from initial design to final analysis.

What are the limitations of using API-based source validation for literature reviews?▼

API-based source validation for literature reviews depends on external services like Semantic Scholar and requires a network connection via requests. It automates reference checking but may not cover proprietary or unpublished datasets outside its API scope.