stage2-neurips-refine

Refines NeurIPS Stage 2 rebuttal drafts into polished, reviewer-facing prose.

214|2|Updated Feb 21, 2026
One-click install
npx skills add https://github.com/runtsang/RebuttalStudio --skill stage2-neurips-refine
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: stage2-neurips-refine
Source: https://github.com/runtsang/RebuttalStudio/tree/main/skills/stage2/neurips
Command: npx skills add https://github.com/runtsang/RebuttalStudio --skill stage2-neurips-refine

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps researchers convert rough Stage 2 NeurIPS rebuttal drafts into polished, reviewer-facing prose while preserving factual grounding and authorial voice.

Core Features & Use Cases

  • Applies a shared base template, then NeurIPS-specific overrides to ensure consistent tone, structure, and labeling.
  • Maintains opening courtesy phrases, adheres to word-limits, and normalizes tables, code blocks, and formulas into Markdown.
  • Use Case: when refining a back-and-forth between authors and reviewers into a publication-ready rebuttal that follows NeurIPS conventions.

Quick Start

Follow the workflow: apply the base template from skills/stage2/template/SKILL.md, then apply NeurIPS overrides to finalize style and formatting.

Frequently Asked Questions about stage2-neurips-refine

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

FAQPage Schema
How do I polish a NeurIPS rebuttal draft into concise reviewer-facing prose?

To polish a NeurIPS rebuttal draft, apply a shared base template followed by conference-specific overrides that refine rough text into concise, reviewer-facing prose while preserving factual grounding and authorial voice.

What is the best way to format tables and code blocks for a NeurIPS rebuttal?

The best way to format tables and code blocks for a NeurIPS rebuttal is to normalize them into standard Markdown, ensuring consistent structure and labeling throughout the reviewer-facing response.

How does an editorial writing assistant maintain authorial voice in academic rebuttals?

An editorial writing assistant maintains authorial voice by applying structural formatting and stylistic overrides to the text while deliberately preserving the original factual grounding and intended arguments.

Can I use a markdown template to enforce word limits and courtesy phrases in NeurIPS responses?

Yes, you can use a markdown template to enforce word limits and insert opening courtesy phrases, applying NeurIPS-specific overrides to ensure the rebuttal adheres to conference conventions.

What are the limitations of using automated templates for NeurIPS rebuttal refinement?

A limitation of using automated templates for NeurIPS rebuttal refinement is that they apply fixed structural constraints and overrides, meaning they cannot generate new factual arguments and rely entirely on the initial draft's content.