summarize

Transform input text into categorized bullet-point study summaries.

1|Updated Feb 24, 2026
One-click install
npx skills add https://github.com/guicaulada/dotfiles --skill summarize-guicaulada
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/guicaulada/dotfiles/tree/main/home/dot_claude/exact_skills/summarize
Command: npx skills add https://github.com/guicaulada/dotfiles --skill summarize-guicaulada

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Transform raw text into exhaustive, categorized bullet-point summaries that support efficient study, exam preparation, and retention.

Core Features & Use Cases

  • Convert any input (text, file, or URL) into a structured, study-ready bullet-point outline.
  • Preserve all facts, terms, definitions, numbers, and relationships while organizing under standard categories (Core Concepts, Key Terms & Definitions, Facts & Details, Relationships & Connections, Examples & Applications, Exceptions & Edge Cases, Summary Points).
  • Generate study aids such as study guides and flashcards from source material for efficient revision.

Quick Start

Provide the source text, file path, or URL and I will generate an exhaustive, categorized bullet-point summary.

Frequently Asked Questions about summarize

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn lecture notes into structured study bullet points?

To turn lecture notes into structured study bullet points, provide the source text, file path, or URL to generate an exhaustive, categorized outline. The summary preserves all facts and definitions while organizing them into sections like Core Concepts and Key Terms for efficient revision.

Can I generate flashcards from academic articles and PDFs?

Yes, you can generate flashcards from academic articles and PDFs by inputting the text or URL. The process extracts key terms, definitions, and relationships from the source material, transforming them into study-ready aids to support retention and exam preparation.

What is the best way to summarize text while preserving all facts and numbers?

The best way to summarize text while preserving all facts, terms, numbers, dates, and relationships is to use deterministic restructuring. This approach categorizes information into standard sections like Facts & Details, Exceptions & Edge Cases, and Summary Points without losing original data.

Does text summarization work without connecting external dependencies?

Yes, text summarization works without connecting external dependencies, as it processes input text internally. You can directly provide raw text, file paths, or URLs to receive categorized bullet-point study guides without needing additional components or modules.

How do study bullet summaries organize academic materials for revision?

Study bullet summaries organize academic materials by categorizing content into standard sections such as Core Concepts, Key Terms & Definitions, Relationships & Connections, and Examples & Applications. This structured outline ensures comprehensive coverage of source material for efficient study.

What are the limitations of automated study guide generation from raw text?

Automated study guide generation from raw text focuses on deterministic restructuring and exhaustive categorization, meaning it preserves all original facts without applying creative condensation or interpretive summarization. It outputs structured bullet-point outlines rather than narrative summaries or condensed abstracts.