research-paper-writer

仓库: ailabs-393/ai-labs-claude-skills
安装量: 818
排名: #1552

安装

npx skills add https://github.com/ailabs-393/ai-labs-claude-skills --skill research-paper-writer

Research Paper Writer Overview

This skill guides the creation of formal academic research papers that meet publication standards for IEEE and ACM conferences/journals. It ensures proper structure, formatting, academic writing style, and comprehensive coverage of research topics.

Workflow 1. Understanding the Research Topic

When asked to write a research paper:

Clarify the topic and scope with the user:

What is the main research question or contribution? What is the target audience (conference, journal, general academic)? What is the desired length (page count or word count)? Are there specific sections required? What formatting standard to use (IEEE or ACM)?

Gather context if needed:

Review any provided research materials, data, or references Understand the domain and technical background Identify key related work or existing research to reference 2. Paper Structure

Follow this standard academic paper structure:

  1. Title and Abstract
  2. Concise title reflecting the main contribution

  3. Abstract: 150-250 words summarizing purpose, methods, results, conclusions

  4. Introduction

  5. Motivation and problem statement
  6. Research gap and significance
  7. Main contributions (typically 3-5 bullet points)

  8. Paper organization paragraph

  9. Related Work / Background

  10. Literature review of relevant research
  11. Comparison with existing approaches

  12. Positioning of current work

  13. Methodology / Approach / System Design

  14. Detailed description of proposed method/system
  15. Architecture diagrams if applicable
  16. Algorithms or procedures

  17. Design decisions and rationale

  18. Implementation (if applicable)

  19. Technical details
  20. Tools and technologies used

  21. Challenges and solutions

  22. Evaluation / Experiments / Results

  23. Experimental setup
  24. Datasets or test scenarios
  25. Performance metrics
  26. Results presentation (tables, graphs)

  27. Analysis and interpretation

  28. Discussion

  29. Implications of results
  30. Limitations and threats to validity

  31. Lessons learned

  32. Conclusion and Future Work

  33. Summary of contributions
  34. Impact and significance

  35. Future research directions

  36. References

  37. Comprehensive bibliography in proper citation format

  38. Academic Writing Style

Apply these writing conventions from scholarly research:

Tone and Voice:

Formal, objective, and precise language Third-person perspective (avoid "I" or "we" unless describing specific contributions) Present tense for established facts, past tense for specific studies Clear, direct statements without unnecessary complexity

Technical Precision:

Define all acronyms on first use: "Context-Aware Systems (C-AS)" Use domain-specific terminology correctly and consistently Quantify claims with specific metrics or evidence Avoid vague terms like "very", "many", "significant" without data

Argumentation:

State claims clearly, then support with evidence Use logical progression: motivation → problem → solution → validation Compare and contrast with related work explicitly Address limitations and counterarguments

Section-Specific Guidelines:

Abstract:

First sentence: broad context and motivation Second/third: specific problem and gap Middle: approach and methodology End: key results and contributions Self-contained (readable without the full paper)

Introduction:

Start with real-world motivation or compelling problem Build from general to specific (inverted pyramid) End with clear contribution list and paper roadmap Use examples to illustrate the problem

Related Work:

Group related work by theme or approach Compare explicitly: "Unlike [X] which focuses on Y, our approach..." Identify gaps: "However, these approaches do not address..." Position your work clearly

Results:

Present data clearly in tables/figures Describe trends and patterns objectively Compare with baselines quantitatively Acknowledge unexpected or negative results 4. Formatting Guidelines

IEEE Format (default):

Page size: A4 (210mm × 297mm) Margins: Top 19mm, Bottom 43mm, Left/Right 14.32mm Two-column layout with 4.22mm column separation Font: Times New Roman throughout Title: 24pt bold Author names: 11pt Section headings: 10pt bold, numbered (1., 1.1, 1.1.1) Body text: 10pt Figure/Table captions: 8pt Line spacing: Single Paragraph: No indentation, 3pt spacing between paragraphs Figures: Centered, with captions below Tables: Centered, with captions above

ACM Format (alternative):

Standard ACM conference proceedings format Single-column abstract, two-column body Include CCS Concepts and Keywords sections after abstract Use ACM reference format for citations 5. Citations and References

In-text citations:

Use numbered citations: "Recent work [1, 2] has shown..." Multiple citations in chronological order: [3, 7, 12] Reference specific sections: "As demonstrated in [5, Section 3]..."

Reference formatting (IEEE style):

[1] A. Author, B. Author, and C. Author, "Title of paper," in Proc. Conference Name, Year, pp. 123-456. [2] D. Author, "Title of journal article," Journal Name, vol. X, no. Y, pp. 123-456, Month Year. [3] E. Author, Book Title, Edition. City: Publisher, Year.

Reference list requirements:

Alphabetically ordered by first author's last name (or numbered by citation order) Include DOI or URL when available Minimum 15-20 references for a full paper Mix of recent (last 5 years) and foundational works 6. Content Generation Process

Step-by-step approach:

Create outline

Develop detailed section-by-section outline Define key points for each section Identify where figures/tables are needed

Draft sections iteratively

Start with methodology (core contribution) Then introduction (now that contribution is clear) Related work (to position the contribution) Results and evaluation Discussion and conclusion Abstract last (summary of complete paper)

Add citations

Reference related work throughout Support claims with evidence from literature Create comprehensive reference list

Review and refine

Check logical flow between sections Ensure consistency in terminology Verify all figures/tables are referenced in text Confirm abstract matches content Validate citation completeness Examples

Example 1: User asks for a survey paper

User: "Write a research paper surveying recent advances in context-aware systems"

Response: 1. Clarify scope: "I'll create a survey paper on context-aware systems. A few questions: - Should I focus on specific aspects (e.g., requirements engineering, implementation techniques)? - What time period for 'recent' (last 5 years, 10 years)? - Target length: 10-15 pages, or 20-30 pages comprehensive survey? - IEEE or ACM format?"

  1. After clarification, create outline showing:
  2. Taxonomy of context-aware systems
  3. Survey methodology
  4. Classification scheme
  5. Section-by-section coverage of different aspects

  6. Trends and future directions

  7. Draft paper following survey structure with extensive related work coverage

Example 2: User asks for an experimental paper

User: "Write a paper about my new algorithm for detecting hallucinations in vision-language models"

Response: 1. Gather details about: - Algorithm approach and novelty - Experimental setup and datasets used - Results and metrics - Comparison baselines

  1. Structure as experimental paper:
  2. Introduction: motivation for hallucination detection
  3. Related work: existing detection methods
  4. Proposed method: detailed algorithm description
  5. Experiments: datasets, metrics, setup
  6. Results: quantitative comparison with baselines
  7. Analysis: ablation studies, error analysis

  8. Conclusion: contributions and future work

  9. Emphasize reproducibility and empirical validation

Resources references/ writing_style_guide.md: Detailed academic writing conventions extracted from example papers ieee_formatting_specs.md: Complete IEEE formatting specifications acm_formatting_specs.md: Complete ACM formatting specifications assets/ full_paper_template.pdf: IEEE paper template with formatting examples interim-layout.pdf: ACM paper template Reference these templates when discussing formatting requirements with users Important Notes Always ask for clarification on topic scope before starting Quality over speed: Take time to structure properly and write clearly Cite appropriately: Academic integrity requires proper attribution Be honest about limitations: Acknowledge gaps or constraints in the research Maintain consistency: Terminology, notation, and style throughout User provides the research content: This skill structures and writes; the user provides the technical contributions and findings

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