stage1-arr-breakdown

Convert ARR reviewer feedback into structured atomic rebuttal items.

214|2|Updated Feb 21, 2026
One-click install
npx skills add https://github.com/runtsang/RebuttalStudio --skill stage1-arr-breakdown
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: stage1-arr-breakdown
Source: https://github.com/runtsang/RebuttalStudio/tree/main/skills/stage1/arr
Command: npx skills add https://github.com/runtsang/RebuttalStudio --skill stage1-arr-breakdown

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Break down ARR (ACL Rolling Review) reviewer responses into structured rebuttal units, turning scattered feedback into actionable, atomic items that can be addressed systematically.

Core Features & Use Cases

  • ARR-driven extraction: maps reviewer fields (Paper Summary, Strengths, Weaknesses, Comments/Suggestions, and numeric scores) into organized outputs while preserving quoted content.
  • Atomic issue generation: splits weaknesses and comments/suggestions into granular response items with original wording preserved for quotes.
  • Template-driven: extends a shared ARR template with stage-specific overrides to ensure consistent formatting and outputs.

Quick Start

Use the shared ARR template and this skill's overrides to break down ARR reviewer feedback into atomic issues while preserving original wording.

Frequently Asked Questions about stage1-arr-breakdown

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

FAQPage Schema
How do I convert ARR reviewer feedback into structured rebuttal items?

To convert ARR reviewer feedback into structured rebuttal items, this Skill parses Paper Summary, Strengths, Weaknesses, and Comments/Suggestions. It generates granular, atomic response items while preserving original quoted content for systematic addressing.

Can I extract numeric scores from ACL Rolling Review feedback automatically?

Yes, you can extract numeric scores from ACL Rolling Review feedback automatically. The Skill captures exactly five score keys: confidence, soundness, excitement, assessment, and reproducibility, mapping them directly to corresponding structured output fields.

What is atomic issue generation for reviewer rebuttals?

Atomic issue generation for reviewer rebuttals splits weaknesses and comments into granular, individual response items. This approach ensures each point is addressed systematically while retaining the reviewer's original wording for accurate quoting.

How do I break down ACL Rolling Review weaknesses into actionable items?

To break down ACL Rolling Review weaknesses into actionable items, the Skill splits reviewer Weaknesses and Comments/Suggestions into atomic response units. It extends a shared ARR template with overrides to ensure consistent formatting and structured outputs.

Does this ARR rebuttal breakdown tool preserve original reviewer quotes?

Yes, this ARR rebuttal breakdown tool preserves original reviewer quotes. When generating atomic issues from weaknesses and comments, it retains the original wording so you can accurately reference reviewer feedback in your structured responses.