skills.rest
Signmanal
SignmanalCOMMUNITY
Explore all skills by this author →
GitHub

research-paper-writing

Write, review, and submit machine learning research papers to top-tier conferences.

1|Updated Jun 25, 2026
Search Tags:#experiment design#citation verification#statistical analysis#latex templates#conference submission#research paper writing#ml paper pipeline
One-click install
npx skills add https://github.com/Signmanal/VIGIL --skill research-paper-writing-signmanal
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/Signmanal/VIGIL/tree/main/skills/research/research-paper-writing
Command: npx skills add https://github.com/Signmanal/VIGIL --skill research-paper-writing-signmanal

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Writing a publication-ready ML/AI research paper for top conferences like NeurIPS, ICML, or ICLR requires coordinating experiments, citations, figures, and formatting across a complex, iterative workflow that is error-prone and time-consuming when done manually.

Core Features & Use Cases

  • Full Research Lifecycle: Covers experiment design, execution, monitoring, analysis, paper drafting, self-review, revision, and submission in one unified pipeline.
  • Citation Verification: Programmatic citation fetching via Semantic Scholar, CrossRef, and arXiv APIs with mandatory 5-step verification to prevent AI-generated hallucinations.
  • Conference Templates: Includes official LaTeX templates for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM with compilation instructions and formatting checklists.
  • Use Case: A researcher with existing code and results can use this skill to automatically generate a structured paper draft, verify all citations, create publication-ready figures, and prepare a submission-ready LaTeX document.

Quick Start

Use the research-paper-writing skill to generate a complete first draft of your ML paper by providing your experimental results and the one-sentence contribution statement.

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 an ML research paper draft from experimental results?▼

To write an ML research paper, provide your experimental results and a one-sentence contribution statement to generate a structured draft. The pipeline handles drafting, statistical analysis, and LaTeX formatting for machine learning conferences.

How do I verify citations and prevent AI hallucinations in academic papers?▼

Verify citations and prevent AI hallucinations by fetching references programmatically via Semantic Scholar, CrossRef, and arXiv APIs. The pipeline enforces a mandatory 5-step verification process to ensure citation accuracy.

Can I use official LaTeX templates for NeurIPS, ICML, and ICLR submissions?▼

Yes, you can use official LaTeX templates for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM submissions. The pipeline includes formatting checklists and compilation instructions for camera-ready preparation.

What's the best way to generate publication-ready figures using Python?▼

Generate publication-ready figures using Python with matplotlib and SciencePlots. The pipeline integrates these dependencies to create formatted, high-quality visualizations suitable for academic conferences.

Do I need Python and Scipy to perform statistical analysis for conference papers?▼

Yes, you need Python with scipy and numpy installed to perform statistical analysis for conference papers. These dependencies are required for executing statistical tests and citation management within the research pipeline.

What is included in an end-to-end machine learning research paper pipeline?▼

An end-to-end machine learning research paper pipeline includes experiment design, execution monitoring, statistical analysis, LaTeX drafting, citation verification, and camera-ready preparation for submission.

Related Skills

Explore More Education & Research Skills→
Mang30Mang30

paper-claim-audit

Audit paper .tex claims against raw result evidence files.

Community
Advanced
Wenwen555Wenwen555

paper-write

Draft complete LaTeX papers from outlines with venue templates and bibliographies.

Community
Advanced
robotlearning123robotlearning123

seaborn

Generate statistical visualizations like scatter plots and histograms with Seaborn.

Community
Advanced
CharGrnmnCharGrnmn
1

gpd-write-paper

Automate physics paper writing from research digest to polished draft.

Community
Advanced