research-paper-writing

Orchestrate ML/AI research paper creation from framing through submission preparation.

Updated May 15, 2026
One-click install
npx skills add https://github.com/cabezno/bmb-encover-agent --skill research-paper-writing-cabezno
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/cabezno/bmb-encover-agent/tree/main/skills/research/research-paper-writing
Command: npx skills add https://github.com/cabezno/bmb-encover-agent --skill research-paper-writing-cabezno

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Producing a publication-ready ML/AI paper is difficult because it requires tightly connected research work, verified citations, reproducible experiments, and conference-specific formatting—without hallucinated claims or broken evidence chains.

Core Features & Use Cases

  • End-to-end research paper pipeline: design→execute→analyze→draft→self-review→revise→submit for major ML venues.
  • Citation hallucination prevention: fetch BibTeX programmatically and mark anything unverifiable as [CITATION NEEDED].
  • Experiment-to-narrative alignment: map each claim to experiments, then generate a structured experiment log to ground the writeup.
  • Reviewer-style guardrails: use venue checklists (e.g., NeurIPS/ICML/ACL/ICLR requirements) and human-eval and stats best practices where applicable.
  • Iterative refinement loop: explicitly treat the workflow as an iterative research lifecycle, not a linear sequence.

Quick Start

Use the research-paper-writing skill to generate a draft ML paper outline and an initial section-by-section writing plan that is backed by an experiment log you will fill as results come in.

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 for conference submission without hallucinating citations?

To write an ML research paper for conference submission without hallucinated citations, this skill fetches BibTeX programmatically and flags unverifiable references as [CITATION NEEDED], ensuring your literature review remains grounded and accurate.

What is the best way to map experiment logs to a paper's narrative during drafting?

The best way to map experiment logs to a paper narrative is through structured experiment journaling. This skill generates an experiment log template that grounds your writeup, ensuring every claim is backed by reproducible empirical evidence.

Can I use this for NeurIPS, ICML, or ACL paper formatting and checklists?

Yes, you can use this for NeurIPS, ICML, or ACL paper formatting. It applies reviewer-style guardrails by enforcing venue-specific checklists and formatting constraints during iterative drafting and self-review for major ML venues.

How do I structure the iterative drafting and self-review process for an AI paper?

Structuring the iterative drafting and self-review process for an AI paper involves a lifecycle approach. This skill orchestrates the workflow from contribution framing through analysis, drafting, and self-review, explicitly treating it as an iterative refinement loop.

Does this research paper writing tool support theory and survey papers or only empirical ML?

This research paper writing tool supports theory and survey papers, not only empirical ML. It orchestrates the full lifecycle for diverse contribution formats including position papers, ensuring structured drafting guidance across various publication types.