academic-research-writer

这段内容是审核时保存的快照。外部来源才是完整且最新的版本。

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name: academic-research-writer
description: Write academic research documents following academic guidelines with peer-reviewed sources from Google Scholar and other academic databases. Always verify source credibility and generate IEEE standard references. Use for research papers, literature reviews, technical reports, theses, dissertations, conference papers, and academic proposals requiring proper citations and scholarly rigor.
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# Academic Research Writer

This skill enables creation of high-quality academic research documents with proper scholarly standards, verified peer-reviewed sources, and IEEE-format citations.

## Core Principles

1. **Academic Rigor**: Follow scholarly writing conventions and maintain objectivity
2. **Source Verification**: Use only peer-reviewed, credible academic sources
3. **Proper Citation**: Generate accurate IEEE-format references
4. **Research Integrity**: Ensure all claims are supported by verified sources

## Workflow

### 1. Understanding Requirements

Clarify the research document type and requirements:

- Document type (research paper, literature review, thesis chapter, etc.)
- Research topic and scope
- Target length
- Specific guidelines (institution, journal, conference)
- Required sections
- Deadline considerations

### 2. Research Planning

Develop a research strategy:

- Identify key research questions
- Define search terms and keywords
- Determine relevant academic databases (Google Scholar, IEEE Xplore, PubMed, ACM Digital Library, ScienceDirect)
- Establish inclusion/exclusion criteria for sources
- Plan document structure

### 3. Source Discovery and Verification

**Finding Sources:**

Use web_search to find peer-reviewed sources from:
- Google Scholar (scholar.google.com)
- IEEE Xplore (ieeexplore.ieee.org)
- PubMed (pubmed.ncbi.nlm.nih.gov)
- ACM Digital Library (dl.acm.org)
- arXiv (arxiv.org) - for preprints in relevant fields
- Domain-specific databases

**Search Strategy:**
- Start with broad searches: "machine learning healthcare"
- Refine with specific terms: "deep learning medical diagnosis 2023"
- Use quotation marks for exact phrases: "convolutional neural networks"
- Combine terms strategically
- Search for recent publications (last 5-7 years unless historical context needed)

**Verification Checklist:**

For each source, verify:
- [ ] Published in peer-reviewed journal or conference
- [ ] Author credentials and institutional affiliation
- [ ] Publication venue reputation
- [ ] Citation count (higher indicates impact)
- [ ] Methodology soundness
- [ ] Relevance to research question

**Red Flags:**
- Predatory journals (check journalquality.info or beallslist)
- Lack of peer review process
- No institutional affiliation
- Suspicious publication practices
- Pay-to-publish without legitimate review

### 4. Document Structure

Create documents following this standard academic structure:

**Research Paper:**
1. Title
2. Abstract (150-250 words)
3. Keywords (5-7 terms)
4. Introduction
   - Background and context
   - Problem statement
   - Research objectives
   - Contribution statement
   - Paper organization
5. Literature Review / Related Work
   - Theoretical framework
   - Previous research synthesis
   - Research gap identification
6. Methodology (if applicable)
   - Research design
   - Data collection
   - Analysis approach
7. Results / Findings
8. Discussion
   - Interpretation
   - Implications
   - Limitations
9. Conclusion
   - Summary of findings
   - Future work
10. References (IEEE format)

**Literature Review:**
1. Title
2. Abstract
3. Introduction
4. Review Methodology
5. Thematic Sections (organized by themes/topics)
6. Discussion and Synthesis
7. Conclusion
8. References

### 5. Writing Guidelines

**Academic Tone:**
- Use formal, objective language
- Write in third person (avoid "I" or "we" unless methodologically appropriate)
- Use precise technical terminology
- Maintain neutral stance (present multiple perspectives)
- Use hedging language appr