summary-generator

Generate lesson summaries by providing a markdown file to the Skill, which applies Socratic extraction to produce a .summary.md companion file. The output captures Core Concept, Key Mental Models, Critical Patterns, Common Mistakes, and Connections tailored to lesson proficiency level.

An effective lesson summary includes Core Concept, Key Mental Models, Critical Patterns, AI Collaboration Keys, Common Mistakes, and Connections. This structured format enables quick reference, just-in-time recall, and revision workflows for students and teachers.

Yes, summaries suit both teaching and student workflows. Teachers can generate quick overviews for lessons, while students use them for returning to practice, consolidating concepts, and revision—making them useful across educational contexts.

Socratic extraction identifies and isolates the most critical educational elements—core concepts, mental models, patterns, and mistakes—rather than passively condensing text. This approach produces scannable, high-signal summaries optimized for learning and retention.

The Skill accepts lesson markdown files as input and outputs a standardized .summary.md companion file in the same directory, maintaining compatibility with documentation workflows and revision systems.