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ml-paper-writing

Draft machine learning papers with conference-ready structure and verified citations.

Updated Apr 2, 2026
Search Tags:#machine learning#related work#reproducibility#citation verification#latex#conference submission#paper writing
One-click install
npx skills add https://github.com/JKhyro/HERMES-AGENT --skill ml-paper-writing-jkhyro
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/JKhyro/HERMES-AGENT/tree/main/skills/research/ml-paper-writing
Command: npx skills add https://github.com/JKhyro/HERMES-AGENT --skill ml-paper-writing-jkhyro

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Helps researchers turn an existing ML project or experiment repository into a clear, publication-ready paper without getting stuck on structure, framing, citations, or venue rules.

Core Features & Use Cases

  • Paper drafting: Builds abstracts, introductions, methods, experiments, related work, and limitations around one defensible contribution.
  • Citation verification: Forces programmatic citation checking so references are not invented or misattributed.
  • Conference preparation: Adapts manuscripts to NeurIPS, ICML, ICLR, ACL, AAAI, and COLM formatting, checklists, and page limits.
  • Use case: A researcher with a completed experiment repository can request a full first draft, then iteratively refine claims, figures, and related work for submission.

Quick Start

Ask for a publication-ready draft from your research repository, emphasizing the main contribution, key results, and target conference.

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 machine learning paper for a conference submission?▼

Developing a related work section for an AI paper requires synthesizing prior research while maintaining a clear narrative focus. You can build this section iteratively by framing existing literature around your specific contribution, ensuring citations are verified and properly attributed programmatically.

Can I format my manuscript for NeurIPS, ICML, or ICLR using LaTeX templates?▼

You can format your manuscript for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM using template-driven LaTeX formatting and bibliography workflows. This process adapts your text to venue-specific page limits, checklists, and structural requirements for final submission readiness.

How do I verify citations and prevent misattributed references in research papers?▼

Verifying citations in research papers requires programmatic checking to ensure references are not invented or misattributed. Enforcing citation discipline during the drafting and revision process guarantees that all bibliography entries match their actual source claims.

Do I need a completed experiment repository to start writing an ML paper?▼

You need a completed experiment repository or ML project with clear key results to start writing a publication-ready paper. The drafting process builds the narrative, limitations section, and reproducibility details directly around your existing main contribution and experimental data.

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