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Academic Research Writer

学术研究文档撰写技能

This skill enables creation of high-quality academic research documents with proper scholarly standards, verified peer-reviewed sources, and IEEE-format citations.
本技能可按照学术标准创建高质量的学术研究文档，使用经过核实的同行评审来源，并生成IEEE格式的引用。

Core Principles

核心原则

  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
  1. 学术严谨性：遵循学术写作规范，保持客观性
  2. 来源核实：仅使用经过同行评审的可信学术来源
  3. 规范引用：生成准确的IEEE格式参考文献
  4. 研究诚信：确保所有主张均有已核实的来源支持

Workflow

工作流程

1. Understanding Requirements

1. 需求理解

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
明确研究文档类型及要求：
  • 文档类型（研究论文、文献综述、学位论文章节等）
  • 研究主题与范围
  • 目标篇幅
  • 特定规范（机构、期刊、会议）
  • 必备章节
  • 截止时间考量

2. Research Planning

2. 研究规划

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
制定研究策略：
  • 确定关键研究问题
  • 定义检索词与关键词
  • 选定相关学术数据库（Google Scholar、IEEE Xplore、PubMed、ACM Digital Library、ScienceDirect）
  • 建立来源纳入/排除标准
  • 规划文档结构

3. Source Discovery and Verification

3. 来源查找与核实

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
查找来源：
使用web_search工具从以下平台查找同行评审来源：
  • 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) - 用于相关领域的预印本
  • 领域专属数据库
检索策略：
  • 从宽泛检索开始："machine learning healthcare"
  • 使用特定术语细化："deep learning medical diagnosis 2023"
  • 用引号检索精确短语："convolutional neural networks"
  • 策略性组合术语
  • 检索近期出版物（近5-7年，除非需要历史背景）
核实清单：
对每个来源，需核实：
  • 发表于经同行评审的期刊或会议
  • 作者资质与机构隶属关系
  • 出版平台的声誉
  • 引用量（越高表明影响力越大）
  • 方法论的合理性
  • 与研究问题的相关性
警示信号：
  • 掠夺性期刊（可通过journalquality.info或beallslist查询）
  • 缺乏同行评审流程
  • 无机构隶属关系
  • 可疑的出版操作
  • 无需合法评审的付费出版

4. Document Structure

4. 文档结构

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
遵循标准学术结构创建文档：
研究论文：
  1. 标题
  2. 摘要（150-250词）
  3. 关键词（5-7个）
  4. 引言
    • 背景与语境
    • 问题陈述
    • 研究目标
    • 贡献说明
    • 论文结构
  5. 文献综述/相关工作
    • 理论框架
    • 已有研究综述
    • 研究缺口识别
  6. 方法论（如适用）
    • 研究设计
    • 数据收集
    • 分析方法
  7. 结果/发现
  8. 讨论
    • 解读
    • 意义
    • 局限性
  9. 结论
    • 研究发现总结
    • 未来工作方向
  10. 参考文献（IEEE格式）
文献综述：
  1. 标题
  2. 摘要
  3. 引言
  4. 综述方法论
  5. 主题章节（按主题/议题组织）
  6. 讨论与综合
  7. 结论
  8. 参考文献

5. Writing Guidelines

5. 写作规范

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 appropriately ("suggests," "indicates," "may")
Paragraph Structure:
  • Topic sentence
  • Supporting evidence with citations
  • Analysis and interpretation
  • Transition to next point
Citation Integration:
  • Introduce sources with context
  • Use signal phrases ("According to Smith et al. [1]...", "Research by Jones [2] demonstrates...")
  • Balance direct quotations (use sparingly) with paraphrasing
  • Cite after every factual claim from external sources
  • Use citation numbers in square brackets [1], [2], [3]
Avoid:
  • Plagiarism (always paraphrase and cite)
  • Unsupported claims
  • Casual or colloquial language
  • Personal opinions without evidence
  • Excessive quotations
  • Wikipedia or non-academic sources
学术语气：
  • 使用正式、客观的语言
  • 采用第三人称（除非方法论需要，避免使用“我”或“我们”）
  • 使用精确的技术术语
  • 保持中立立场（呈现多种视角）
  • 适当使用模糊性语言（“表明”、“显示”、“可能”）
段落结构：
  • 主题句
  • 带引用的支撑证据
  • 分析与解读
  • 过渡到下一个要点
引用整合：
  • 结合语境引入来源
  • 使用提示短语（“据Smith等人[1]所述……”、“Jones[2]的研究表明……”）
  • 平衡直接引用（谨慎使用）与意译
  • 每一个来自外部来源的事实主张后均需引用
  • 使用方括号中的引用编号[1]、[2]、[3]
需避免：
  • 剽窃（始终意译并引用）
  • 无依据的主张
  • 随意或口语化的语言
  • 无证据支撑的个人观点
  • 过多引用
  • Wikipedia或非学术来源

6. IEEE Reference Format

6. IEEE参考文献格式

Generate references in IEEE format following these patterns:
Journal Article:
[1] A. Author, B. Author, and C. Author, "Title of article," Journal Name, vol. X, no. Y, pp. ZZ-ZZ, Month Year.
Conference Paper:
[2] A. Author and B. Author, "Title of paper," in Proc. Conference Name, City, Country, Year, pp. ZZ-ZZ.
Book:
[3] A. Author, Title of Book, Edition. City, State: Publisher, Year.
Book Chapter:
[4] A. Author, "Title of chapter," in Book Title, Edition, Ed. City, State: Publisher, Year, pp. ZZ-ZZ.
Website/Online:
[5] A. Author. "Title of webpage." Website Name. URL (accessed Month Day, Year).
Technical Report:
[6] A. Author, "Title," Institution, City, State, Rep. Number, Month Year.
Thesis/Dissertation:
[7] A. Author, "Title," Ph.D. dissertation, Dept. Abbrev., University, City, State, Year.
Patent:
[8] A. Inventor, "Title," Country Patent Number, Month Day, Year.
Standards:
[9] Title of Standard, Standard Number, Year.
Key IEEE Rules:
  • Number references consecutively in order of appearance
  • Use square brackets [1], [2], [3]
  • For multiple authors: list all if ≤6; use "et al." if >6
  • Use initials for first/middle names
  • Abbreviate journal names per IEEE standards
  • Include DOI when available
  • Maintain consistent formatting
遵循以下格式生成IEEE格式的参考文献：
期刊文章：
[1] A. Author, B. Author, and C. Author, "Title of article," Journal Name, vol. X, no. Y, pp. ZZ-ZZ, Month Year.
会议论文：
[2] A. Author and B. Author, "Title of paper," in Proc. Conference Name, City, Country, Year, pp. ZZ-ZZ.
书籍：
[3] A. Author, Title of Book, Edition. City, State: Publisher, Year.
书籍章节：
[4] A. Author, "Title of chapter," in Book Title, Edition, Ed. City, State: Publisher, Year, pp. ZZ-ZZ.
网站/在线资源：
[5] A. Author. "Title of webpage." Website Name. URL (accessed Month Day, Year).
技术报告：
[6] A. Author, "Title," Institution, City, State, Rep. Number, Month Year.
学位论文/毕业论文：
[7] A. Author, "Title," Ph.D. dissertation, Dept. Abbrev., University, City, State, Year.
专利：
[8] A. Inventor, "Title," Country Patent Number, Month Day, Year.
标准：
[9] Title of Standard, Standard Number, Year.
IEEE关键规则：
  • 参考文献按出现顺序连续编号
  • 使用方括号[1]、[2]、[3]
  • 多位作者：≤6位时列出全部；>6位时使用“et al.”
  • 姓名使用首字母缩写（名/中间名）
  • 按IEEE标准缩写期刊名称
  • 如有DOI需包含在内
  • 保持格式一致性

7. Quality Assurance

7. 质量保证

Before finalizing, verify:
Content:
  • Clear research question/objective
  • Logical flow and organization
  • Adequate source coverage (minimum 15-20 for research paper)
  • All sources verified as peer-reviewed
  • Claims supported by citations
  • Methodology clearly explained (if applicable)
  • Results/findings clearly presented
  • Limitations acknowledged
Technical:
  • IEEE reference format correct
  • All in-text citations match reference list
  • No missing references
  • Consistent citation numbering
  • Proper figure/table captions and numbering
Writing Quality:
  • Academic tone maintained
  • Clear and concise language
  • No grammatical errors
  • Transitions between sections smooth
  • Abstract accurately summarizes paper
定稿前，需核实：
内容方面：
  • 研究问题/目标明确
  • 逻辑连贯、结构清晰
  • 来源覆盖充分（研究论文至少15-20篇）
  • 所有来源均已核实为同行评审来源
  • 主张均有引用支持
  • 方法论（如适用）解释清晰
  • 结果/发现呈现明确
  • 已认可研究局限性
技术方面：
  • IEEE参考文献格式正确
  • 所有文内引用与参考文献列表匹配
  • 无缺失参考文献
  • 引用编号一致
  • 图表标题与编号规范
写作质量：
  • 保持学术语气
  • 语言清晰简洁
  • 无语法错误
  • 章节间过渡流畅
  • 摘要准确概括论文内容

Implementation Approach

实施方法

When creating an academic document:
  1. Use web_search extensively to find peer-reviewed sources
  2. Verify each source's academic credibility
  3. Extract relevant information and synthesize findings
  4. Write in formal academic style
  5. Integrate citations naturally throughout
  6. Generate complete IEEE reference list
  7. Create document using appropriate tool (docx, pdf, or markdown)
创建学术文档时：
  1. 充分使用web_search工具查找同行评审来源
  2. 核实每个来源的学术可信度
  3. 提取相关信息并综合研究发现
  4. 以正式学术风格撰写
  5. 在全文中自然融入引用
  6. 生成完整的IEEE参考文献列表
  7. 使用合适工具创建文档（docx、pdf或markdown）

Reference Resources

参考资源

For detailed guidance on specific aspects:
  • Academic writing conventions: See ACADEMIC-WRITING.md
  • IEEE citation examples: See IEEE-CITATION-GUIDE.md
  • Source verification: See SOURCE-VERIFICATION.md
如需特定方面的详细指导：
  • 学术写作规范：参见ACADEMIC-WRITING.md
  • IEEE引用示例：参见IEEE-CITATION-GUIDE.md
  • 来源核实：参见SOURCE-VERIFICATION.md

Output Format

输出格式

Create documents as:
  • DOCX: For full research papers, theses, dissertations (use docx skill)
  • PDF: For final submission versions (use pdf skill)
  • Markdown: For drafts, literature reviews, or online publication
以下列格式创建文档：
  • DOCX：用于完整研究论文、学位论文、毕业论文（使用docx技能）
  • PDF：用于最终提交版本（使用pdf技能）
  • Markdown：用于草稿、文献综述或在线发布

Notes

注意事项

  • Always prioritize source quality over quantity
  • Recent sources (last 5-7 years) preferred unless historical context required
  • Maintain research integrity throughout
  • When in doubt about a source, search for additional verification
  • Use web_fetch to access full articles when available
  • 始终优先考虑来源质量而非数量
  • 优先选择近期来源（近5-7年），除非需要历史背景
  • 全程保持研究诚信
  • 对来源存疑时，需查找额外核实信息
  • 若有可用全文，使用web_fetch工具获取