summary-generator

To generate concise summaries from lesson markdown files, the skill uses a Socratic extraction workflow to derive core concepts, mental models, patterns, and common mistakes. It outputs a structured companion summary file for quick reference.

Socratic extraction for educational lesson summaries is a method that identifies core concepts, mental models, and common mistakes from lesson content. It produces a structured summary format suitable for ingestion and later review.

Yes, you can update existing lesson summaries when markdown content changes. The skill supports iterative improvements by regenerating companion summary files to reflect the updated lesson material.

The summary generator processes both individual lessons and batches of markdown files. It applies the Socratic extraction workflow to produce corresponding companion summary files for each lesson provided.

The best way to create quick reference guides from educational content is using Socratic extraction to capture core concepts and mental models. This generates structured companion summary files that accompany existing lessons for rapid review.

You need a structured summary format for lesson ingestion when you want to automate the extraction of core concepts and mental models. This ensures outputs follow a consistent format suitable for later review and quick reference.