Sci-Review — Scientific Review & Rebuttal Skill
This skill consolidates professional academic writing logic to help authors create high-impact literature reviews and effective responses to peer reviewers.
Core Capabilities
1. Literature Review Orchestration
Follows a rigorous 4-stage structure optimized for high-tier journals (JCR Q1+ standards):
- Introduction: Background -> Problem Definition -> Gap Identification -> Contribution.
- Methodology/Materials: Systematic classification, cross-method comparison, and performance benchmarking.
- Challenges (3-Layer structure): Phenomenon (What is wrong) -> Cause (Why it is wrong) -> Direction (How to fix it).
- Conclusion: Distilled insights and future roadmap.
2. Professional Rebuttal Drafting
Transforms author responses from defensive arguments into professional technical dialogues:
- Tone Control: Replaces "reviewer misunderstood" with "we will clarify in the text".
- Evidence-Driven: Prioritizes numerical data, paper quotes, and specific section references.
- Structure: Systematic addressing of factual errors, missing experiments, and conceptual disagreements.
Usage Guide
Drafting a Review
When asked to start a review:
- Define Taxonomy: Establish 5-8 clear dimensions for classification.
- Comparative Analysis: Always use evidence-based comparisons (numerical data over vague descriptors).
- Future Outlook: Ensure the "Challenges" section follows the Phenomenon-Cause-Direction hierarchy.
Writing a Rebuttal
When asked to respond to reviewers:
- Quoting: Quote the core of the reviewer's concern accurately.
- Direct Action: Each response should ideally result in a concrete commitment to revise the manuscript.
- Word Economy: Focus on major concerns (Reviewer scores/Gatekeeper comments) first.
Best Practices
- Read First: Always read the source literature or reviewer comments thoroughly before generating content.
- No Fillers: Remove phrases like "it is worth noting" or "as we all know".
- Precision: Replace "significantly better" with "X% improvement over [Baseline]".
© License & Copyright
Aut_Sci_Write — Autonomous Scientific Writer
- Author: Shuo Zhao
- License: MIT License
- Copyright: © 2026 Shuo Zhao. All rights reserved.
- Original Work: This is an original work created by the author. No reproduction, redistribution, or commercial use without explicit permission. Permission is hereby granted, free of charge, to any person obtaining a copy of this software... (See the LICENSE file in the root directory for the full MIT terms.)