research-paper-writing

Write machine learning research papers from literature review to submission.

Updated Sep 28, 2021
One-click install
npx skills add https://github.com/XyHalcyon/config-files --skill research-paper-writing-xyhalcyon
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/XyHalcyon/config-files/tree/main/hermes/skills/research/research-paper-writing
Command: npx skills add https://github.com/XyHalcyon/config-files --skill research-paper-writing-xyhalcyon

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires semanticscholar, arxiv, habanero, requests, scipy, numpy, matplotlib, SciencePlots, terminal, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the complexity and inefficiency of writing research papers in machine learning and artificial intelligence domains. It provides a comprehensive, end-to-end solution that streamlines the research paper writing process.

Core Features & Use Cases

  • Full Research Lifecycle Support: Covers all stages from project setup to submission, including literature review, experiment design, execution, analysis, writing, review, and revision.
  • Iterative Pipeline: Facilitates iterative and proactive paper development through a non-linear, loop-based approach.
  • Integration with Tools: Seamlessly integrates with various tools for data analysis, experimentation, and collaboration (e.g., semanticscholar, arxiv, habanero, requests, scipy, numpy, matplotlib, SciencePlots).
  • Use Case: For a researcher starting a new paper on a machine learning topic, this Skill can automate the process of searching for relevant literature, designing experiments, analyzing results, and drafting the paper.

Quick Start

Use the research-paper-writing skill to initiate a new paper project on the topic of "AI in healthcare". Start by running the command: skill run research-paper-writing start "AI in healthcare".

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 a machine learning research paper end to end?

Writing a machine learning research paper end to end involves literature review, experiment design, execution, data analysis, and drafting. This Skill automates that full lifecycle, integrating tools like arxiv and semanticscholar to streamline each stage.

Can I automate literature review for AI research papers?

Yes, you can automate literature review for AI research papers by integrating with semanticscholar and arxiv. This Skill searches and retrieves relevant literature automatically, providing a comprehensive reference base for your machine learning project.

How do I generate publication-ready plots from experiment data analysis?

Generating publication-ready plots from experiment data analysis requires libraries like matplotlib and SciencePlots. This Skill integrates these tools directly to visualize your machine learning experiment results effectively for your research paper.

Do I need terminal access to design and run machine learning experiments?

Yes, you need terminal access to design and run machine learning experiments using this Skill. Terminal access allows the iterative pipeline to execute scripts, run data analysis with scipy and numpy, and manage the research paper lifecycle.

What's the best way to iterate on an artificial intelligence paper draft?

The best way to iterate on an artificial intelligence paper draft is through a non-linear, loop-based approach. This Skill facilitates iterative and proactive paper development, allowing continuous refinement of your experiment analysis and writing.

Can I use scipy and numpy for data analysis in my research paper workflow?

Yes, you can use scipy and numpy for data analysis in your research paper workflow. This Skill seamlessly integrates these dependencies to process experiment data and generate results for your machine learning and AI publications.