Stage 1 · ARR Breakdown Skill (Template Extension)

SkillDev tools

Break down full ARR (ACL Rolling Review) reviewer responses into structured rebuttal units. Use when input contains ARR reviewer fields (Paper Summary, Strengths, Weaknesses, Comments/Suggestions) and numeric scores (Confidence, Soundness, Excitement, Overall Assessment, Reproducibility). Splits weaknesses and comments/suggestions into granular response items while preserving original wording for quoted issues.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Stage 1 · ARR Breakdown Skill (Template Extension) skill

What this skill tells your AI

The instructions your AI receives, as published by runtsang/rebuttalstudio in skills/stage1/arr/SKILL.md and read by ahel’s review.

Apply the shared template first:

  • skills/stage1/template/SKILL.md

Then apply only the ARR-specific overrides below.

ARR overrides

Score mapping (required keys)

Extract exactly these five keys (numbers only, decimals allowed):

  • confidence <- ARR Confidence
  • soundness <- ARR Soundness
  • excitement <- ARR Excitement
  • assessment <- ARR Overall Assessment (number before = sign)
  • reproducibility <- ARR Reproducibility (number before = sign)

Preserved section mapping

  • summary <- Paper Summary
  • strength <- Summary Of Strengths

Atomic issue source mapping

  • weakness-type source <- Summary Of Weaknesses
  • question-type source <- Comments Suggestions And Typos (label as suggestion)

Output header and score block

  • Header must be exactly: # Stage1 ARR Breakdown
  • ## Scores must contain exactly the five keys above.

ARR notes

  • ARR scores may include decimals (e.g. 2.5, 3.5). Extract only the numeric part before any = or description text.
  • The Ethical Concerns, Datasets, Software, Knowledge Of Paper, and certification fields are irrelevant — ignore them.
  • Map Comments Suggestions And Typos to the suggestion section and split it into atomic issues just as weaknesses are split.

Signals

GitHub stars
216
Forks
2
Last commit
Apr 2026
Advanced
Catalog kind
skill
Gateway key
stage1-arr-breakdown
Source
github.com/runtsang/rebuttalstudio