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Academic Paper Review Assistant

Education Updated 2026.08.30

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Please install @user_bf9cc782/paper-reviewer-pro according to https://skillhub.cn/install/skillhub.md.

About this skill

Problem

Academic papers often stall before submission because of structural gaps, weak logic, language polish, or inconsistent references: incomplete Abstract elements, a flat Introduction, a Discussion that repeats results, and mismatched DOI or citation numbering. This skill turns a mentor-style review into an executable checklist, surfacing hard issues first and then deciding whether to do line-by-line editing.

How It Works

  • Mode selection: quick read reviews Abstract and Conclusion and returns 5-10 key issues; detailed mode runs eight passes; R&R mode can draft or review reviewer response letters.
  • Review dimensions: structure, logic, language, subject terminology, formatting and citations, DOI validation, similar-paragraph flags, and content-depth review.
  • Output: it first produces a text report with edit counts, before → after examples, and submission guidance; on confirmation, it can also apply edits in place to .docx using python-docx.

Boundaries

  • It does not invent experiments, data, or citations; DOI validation only reports inconsistencies.
  • Similarity checks are auxiliary, and final checking should still use professional tools.
  • Chinese papers receive more restrained edits, preserving author style; submission advice is recommendation-only.

Use Cases

  • Before submission, quickly scan the abstract and conclusion to surface 5-10 issues like unclear novelty or missing abstract elements.
  • After an R&R round, organize reviewer comments by reviewer ID and classify each as agree, partially agree, or polite pushback.
  • Before sending, verify reference DOIs via Crossref and report only metadata mismatches.
  • When drafting a response, structure each item as Thank, Response, Action, and Page/Line location.

Best For

  • Graduate students preparing conference or journal submissions who need quick detection of structural, logical, and language issues.
  • PhD students or early-career researchers responding to R&R reviews who need item-by-item replies and precise edit locations.
  • Academic authors polishing a .docx manuscript for submission while preserving data, conclusions, and author style.
  • Mentors reviewing student drafts who need audit reports, before/after examples, and submission guidance.