Summary
This skill should be used when providing concise summaries of research paper text. Use for quickly understanding the core content, arguments, and contributions of paper sections targeting top-tier computer science conferences.From its SKILL.md
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SKILL.md
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Academic Text Summarizer
Generate concise summaries of research paper text that capture main arguments, key information, and primary takeaways while maintaining technical accuracy.
When to Use This Skill
- Summarizing research paper sections for quick understanding
- Extracting core arguments and claims from dense technical text
- Creating concise overviews of paper contributions
- Understanding the main message of a paragraph or section
- Preparing summaries for paper reviews or presentations
Summary Goals
Create a summary that captures:
- Main argument(s) or claims being made
- Key pieces of information or evidence presented
- Primary takeaway message a reader should understand
Summary Requirements
Follow these guidelines for effective summaries:
Conciseness
- Focus on core content only
- Eliminate unnecessary details
- Keep summaries brief but complete
Technical Accuracy
- Preserve precise technical terminology
- Maintain accuracy of claims and findings
- Do not oversimplify complex concepts
Clarity
- Use clear, precise language
- Make the summary self-contained when possible
- Avoid ambiguous phrasing
Content Focus
- Highlight key contributions or findings
- Emphasize novel aspects or important results
- Capture the "so what?" of the text
Output Format
Provide the summary in two parts:
1. Summary
A concise paragraph (2-5 sentences typically) that captures the essential content.
2. Explanation
A brief explanation (1-2 sentences) of how the summary encapsulates the core message of the original text.
Target Audience
Graduate students, professors, and researchers in computer science who need quick understanding of technical and systems research content.
Example Structure
**Summary:**
[2-5 sentences capturing the main argument, key information, and primary takeaway]
**Explanation:**
[1-2 sentences explaining how this summary represents the core message]
Guidelines for Different Text Types
Abstract or Introduction
- Focus on problem statement, approach, and key results
- Highlight main contributions
Related Work
- Capture how prior work relates to current paper
- Note key differences or gaps being addressed
Methodology/Design
- Summarize core approach and key design decisions
- Highlight novel techniques or mechanisms
Evaluation
- Focus on main findings and key results
- Note important performance characteristics
Conclusion
- Capture main achievements and implications
- Note future directions if significant
Important Constraints
- Maintain technical precision - do not dumb down
- Avoid editorializing or adding opinions
- Stay faithful to the original text's meaning
- Do not introduce information not in the source text
- Keep language appropriate for academic audience