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.
Scanned 9/9/2026
Install to Claude Code
npx -y skills add runtsang/RebuttalStudio --skill arr --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: stage1-arr-breakdown
description: 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.
---
# Stage 1 · ARR Breakdown Skill (Template Extension)
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.
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