sci-review
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.
More from shzhao27208/aut_sci_write
sci-ppt
Generate professional academic PowerPoint (PPTX) presentations from paper PDFs, structured outlines, or plain text. Use for thesis defense, seminar reports, literature presentations, and graduate school applications. Supports automatic figure extraction, LaTeX formula rendering, and bilingual (Chinese/English) layouts.
44sci-search
Academic paper search and metrics analysis. Searches arXiv, PubMed, and Web of Science simultaneously with journal impact factor data. Triggers on requests to search for papers or find literature.
43sci-zotero
Interact with your Zotero library to sync references, add citations by DOI/ISBN/PMID, and manage PDFs. Triggers on Zotero-related requests.
43sci-extract
Read a research paper end to end ,professional extraction of core insights, figures, and metadata from scientific PDF papers,produce a single Heilmeier-style analysis that doubles as both summary and critique. Use this skill whenever the user shares a research paper (PDF upload, arXiv link, arXiv ID, DOI, or pasted paper text) and asks anything that resembles "read this", "summarize this paper", "what does this paper do", "analyze this paper", "give me a Heilmeier analysis", "review this paper", or simply drops a paper into the chat with little explanation. Triggers on any request to analyze, extract, digest, summarize, review, or critically assess an academic or scientific paper — even when the user does not explicitly say "Heilmeier." Do NOT use this skill for non-academic articles, blog posts, or news.
43sci-figure
Extracts figures and sub-figures from academic PDF papers. Supports Fig/Figure, Scheme, Chart, Supplementary Figure, Extended Data Figure (Nature), and Chinese equivalents (图/方案/示意图/附图/补充图). Sub-figure label recognition supports (a)/(A)/a)/(i)/(1)/a. formats. High-quality PNG output at configurable DPI. Use when user asks to "extract figure", "截取文献图片", "提取子图", "get figure from paper", "Scheme", "方案图", "补充图", "Supplementary Figure", or "Extended Data".
32sh_sci_fig
Extracts figures and sub-figures from academic PDF papers. Supports automatic figure detection, sub-figure label recognition (a/b/c/d), and high-quality PNG output at configurable DPI. Use when user asks to "extract figure", "截取文献图片", "提取子图", or "get figure from paper".
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