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.
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See how to installReview the instructions the agent will receive before you install.
Apply the shared template first:
skills/stage1/template/SKILL.mdThen apply only the ARR-specific overrides below.
Extract exactly these five keys (numbers only, decimals allowed):
confidence <- ARR Confidencesoundness <- ARR Soundnessexcitement <- ARR Excitementassessment <- ARR Overall Assessment (number before = sign)reproducibility <- ARR Reproducibility (number before = sign)summary <- Paper Summarystrength <- Summary Of StrengthsSummary Of WeaknessesComments Suggestions And Typos (label as suggestion)# Stage1 ARR Breakdown## Scores must contain exactly the five keys above.2.5, 3.5). Extract only the numeric part before any = or description text.Ethical Concerns, Datasets, Software, Knowledge Of Paper, and certification fields are irrelevant — ignore them.Comments Suggestions And Typos to the suggestion section and split it into atomic issues just as weaknesses are split.No reviews yet. Tell others what you thought.
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Verification guide for citations added during rebuttal writing. Use when Stage 2 responses introduce new references, when the Area Chair asks about a cited paper, or when any citation in the rebuttal might have been AI-generated. Prevents the serious credibility damage of fabricated references in reviewer-facing documents.
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Summarize extracted paper text into concise Markdown memory for later Stage 2 and Stage 4 background use, with fixed section headings and no fabricated claims.
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Systematic quality check for a completed rebuttal document before submission. Use after Stage 3 document compilation or after Stage 5 final remarks writing to verify completeness, tone, factual accuracy, and structural integrity. Catches common rebuttal errors before they reach reviewers.
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Systematic review response strategy guide for RebuttalStudio. Use when developing response strategies for reviewer comments, deciding how to classify concerns, or choosing between Accept/Defend/Clarify/Experiment approaches at any stage of the rebuttal pipeline.
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Multi-stage rebuttal analysis skill for RebuttalStudio. Use when organizing reviewer comments into stage-specific conference workflows, including stage1 breakdown, stage2 refinement, stage4 multi-round follow-up, and stage5 final remarks generation.
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Base template for Stage1 reviewer-comment breakdown. Use when creating or extending conference-specific Stage1 skills (for example ICLR, ICML, NeurIPS, ACL) so shared extraction, splitting, and response-mapping logic stays consistent.
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