Fill a Stage5 final remarks template using condensed discussion markdown from all reviewers and optional rating changes. Use when generating final remarks after Stage3/Stage4 discussion.
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Generate a complete Stage5 final remarks markdown by filling template placeholders from multi-reviewer evidence.
template_markdown: placeholder-based template source.reviewer_summaries: array of reviewer records, each containing:
reviewerIdcondensedMarkdownoriginalRating (optional)finalRating (optional)If template_markdown is empty, use references/run-template.md.
Return strict JSON:
{ "filledMarkdown": "..." }
reviewer_summaries only.{{key_strengths_points_markdown}} as a concise markdown bullet list with 4-5 items summarized across reviewers.{{concern_rows_markdown}}.还没有评价。欢迎分享你的使用感受。
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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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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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