Research Paper Writing Pipeline

Automate ML/AI research paper writing from experiment design to conference submission.

247|22|Updated Dec 11, 2024
One-click install
npx skills add https://github.com/graniet/kheish --skill research-paper-writing-pipeline
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Research Paper Writing Pipeline
Source: https://github.com/graniet/kheish/tree/main/skills/research/research-paper-writing
Command: npx skills add https://github.com/graniet/kheish --skill research-paper-writing-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Writing a publication-ready ML/AI research paper requires coordinating experiment design, statistical analysis, citation verification, LaTeX formatting, and conference-specific compliance—a complex workflow that is difficult to execute consistently without expert guidance.

Core Features & Use Cases

  • End-to-End Pipeline: Guides users through all seven phases from project setup and literature review through experiment execution, analysis, drafting, self-review, and submission.
  • Citation Hallucination Prevention: Enforces programmatic BibTeX retrieval via Semantic Scholar, CrossRef, and arXiv APIs with a mandatory 5-step verification workflow.
  • Conference Compliance: Provides official LaTeX templates, checklist guidance, and reviewer expectation documents for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM.

Quick Start

Use the research-paper-writing skill to generate a complete first draft of your ML/AI paper by providing your experimental results directory and target conference name.

Frequently Asked Questions about Research Paper Writing Pipeline

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

FAQPage Schema
How do I automate my ML research paper writing pipeline for conference submission?

You can automate the ML research paper writing pipeline by providing your experimental results directory and target conference to generate a complete first draft, covering everything from literature review to LaTeX formatting.

How do I prevent citation hallucination when writing an academic paper?

To prevent citation hallucination in an academic paper, enforce programmatic BibTeX retrieval using Semantic Scholar, CrossRef, and arXiv APIs alongside a mandatory five-step verification workflow for all references.

What is the best way to format a research paper for NeurIPS or ICML submission?

The best way to format a research paper for NeurIPS or ICML submission is to use official LaTeX templates and checklist guidance that ensure compliance with specific reviewer expectations and conference requirements.

Does this research paper writing pipeline support statistical analysis and human evaluation design?

Yes, the research paper writing pipeline supports statistical analysis and human evaluation design by integrating experiment monitoring, iterative refinement methodologies, and reviewer guideline adherence into the drafting process.

What conferences are supported for checklist compliance and LaTeX formatting?

Supported conferences for checklist compliance and LaTeX formatting include NeurIPS, ICML, ICLR, ACL, AAAI, and COLM, providing official templates and reviewer expectation documents for each.

Can I generate a complete first draft of my AI paper from experimental results?

Yes, you can generate a complete first draft of your AI paper by inputting your experimental results directory and target conference name into the pipeline to produce a publication-ready manuscript.