ml-paper-writing

Draft publication-ready ML papers from research repos with narrative frameworks.

Updated Mar 30, 2026
One-click install
npx skills add https://github.com/attentiondotnet/hermes-agent --skill ml-paper-writing-attentiondotnet
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/attentiondotnet/hermes-agent/tree/main/skills/research/ml-paper-writing
Command: npx skills add https://github.com/attentiondotnet/hermes-agent --skill ml-paper-writing-attentiondotnet

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Research teams often struggle to convert experiments, results, and literature into publication-ready ML papers with consistent narrative and reproducibility tooling.

Core Features & Use Cases

  • Narrative-driven drafting guidance aligned with NeurIPS/ICML/ICLR conventions.
  • Reproducibility templates, checklists, and BibTeX workflows to speed submission.
  • From a research repo, generate a complete first draft including abstract, introduction, methods, experiments, and related work.

Quick Start

Draft a NeurIPS-ready ML paper from a given repo following the narrative framework and produce a complete initial draft.

Frequently Asked Questions about ml-paper-writing

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

FAQPage Schema
How do I draft a publication-ready ML paper from my research repository?

Draft a publication-ready ML paper from a research repository by applying a narrative-driven framework that generates a complete initial draft, including the abstract, introduction, methods, experiments, and related work sections.

What narrative structure works best for NeurIPS, ICML, or ICLR submissions?

NeurIPS, ICML, and ICLR submissions benefit from a clear What, Why, and So What narrative principle that aligns arguments with editorial checklists and formatting templates to produce a cohesive academic paper.

How do I handle citation verification and BibTeX workflows for machine learning papers?

Handle citation verification for machine learning papers using a programmatic workflow that processes BibTeX entries and inserts placeholders when literature citation verification is needed during drafting.

Can I generate reproducibility templates and checklists for an ML paper with code?

Yes, you can generate reproducibility templates and editorial checklists for an ML paper with code to enforce consistent experiment documentation and speed up the conference submission process.

What is the best way to structure experiments and methods sections for an academic ML paper?

Structure experiments and methods sections for an academic ML paper by using a narrative-driven framework that connects your research repo results directly to the central What and Why arguments of your study.

Does this academic writing approach work without existing literature citations?

Yes, this academic writing approach works without existing literature citations by utilizing placeholder handling within the programmatic citation workflow, allowing drafting to continue while verification is pending.