research-paper-writing

Automate ML/AI research paper design, writing, and conference submission workflows.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/shiftrepo/aws --skill research-paper-writing-shiftrepo
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/shiftrepo/aws/tree/main/HermesAgent/skills/skills/research/research-paper-writing
Command: npx skills add https://github.com/shiftrepo/aws --skill research-paper-writing-shiftrepo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This workflow automates the entire lifecycle of ML/AI research papers, guiding researchers from experiment design and data analysis to drafting, revision, and conference submission. It emphasizes reproducibility, rigorous evaluation, and structured storytelling to speed up publication without sacrificing quality.

Core Features & Use Cases

  • End-to-end pipeline spanning project setup, literature review, experiments, analysis, drafting, and submission
  • Iterative writing with plan/critique/revise cycles and structured evaluation
  • Automated citation workflow with programmatic BibTeX verification and integration
  • Reproducibility templates, experiment logs, and LaTeX-ready outputs for review
  • Human evaluation planning and reporting guidance

Quick Start

Start by loading your project metadata and run the end-to-end pipeline to generate a draft submission package.

Frequently Asked Questions about research-paper-writing

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

FAQPage Schema
How do I automate ML/AI paper writing and conference submission workflows?

Automate ML/AI paper writing by loading project metadata into an end-to-end pipeline that integrates experiment logs, iterative drafting cycles, citation verification, and LaTeX-ready outputs to streamline conference submission.

What's the best way to verify BibTeX citations for reproducibility in research papers?

Verify BibTeX citations for reproducibility using an automated citation workflow that programmatically checks references and integrates them into your LaTeX-ready paper outputs during the drafting stages.

How do I generate LaTeX-ready outputs from experimental design logs?

Generate LaTeX-ready outputs by running the structured writing pipeline that connects experimental design logs and reproducibility templates directly to your drafted research paper.

Does this paper-writing pipeline support iterative drafting with critique and revision cycles?

Yes, the paper-writing pipeline supports iterative drafting with built-in plan, critique, and revise cycles to refine structured storytelling and speed up research publication without sacrificing quality.

Can I include human evaluation planning and reporting in my ML research paper?

Yes, you can include human evaluation planning and reporting by applying the pipeline's structured evaluation guidance during the experiment design and analysis stages of your research paper.

When do I need a reproducibility template for machine learning experiments?

You need a reproducibility template for machine learning experiments when rigorous evaluation and structured experiment logs are required for a high-quality conference submission package.