summarizer

majiayu000's avatarfrom majiayu000

Summarizes large text content into concise summaries

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When & Why to Use This Skill

The Summarizer skill is a high-performance AI tool designed to distill voluminous text into concise, high-quality summaries. By leveraging advanced natural language processing, it identifies core themes and eliminates redundancy while preserving factual accuracy. It supports multiple output formats including bullet points and executive summaries, making it an essential utility for professionals and researchers who need to process large amounts of information quickly and efficiently.

Use Cases

  • Academic Research: Rapidly condensing lengthy research papers and journals into executive summaries to accelerate literature reviews.
  • Business Productivity: Transforming exhaustive meeting transcripts and internal memos into actionable bulleted notes and key takeaways.
  • Content Curation: Generating brief abstracts or previews for long-form articles and reports to facilitate faster content consumption.
  • Document Review: Streamlining the review process for dense legal or technical documents by highlighting primary clauses and essential data points.
nameSummarizer
version1.0.0
descriptionMaximum length in words
categoryanalysis
typenumber
enum[bullet-points, paragraphs, executive-summary]
default500
output_formatmarkdown
estimated_tokens1000
authorSkillsFlow

Summarizer Skill

Purpose

Convert large blocks of text into concise, well-organized summaries while preserving key information.

How It Works

  1. Analyze the input text for key themes
  2. Identify main points and supporting details
  3. Remove redundancy and unnecessary information
  4. Organize summary in requested format
  5. Return formatted summary

Supported Styles

Bullet Points

Quick overview with key facts as bullets

Paragraphs

Narrative summary in paragraph form

Executive Summary

Professional summary with key takeaways

Example Usage

Input: "Long research paper about climate change..."
Style: executive-summary
Max Length: 300 words
Output: Professional summary of findings

Constraints

  • Maximum 30,000 character input
  • Output respects max_length parameter
  • Preserves factual accuracy
  • 15-second timeout

Quality Metrics

✓ Captures 80%+ of original meaning ✓ Reduces length by 60-80% ✓ Well-structured output ✓ No information loss on key points

Use Cases

  • Research paper summarization
  • Meeting notes compression
  • Document review
  • Content curation
summarizer – AI Agent Skills | Claude Skills