Why are code examples excluded from the summaries?

Following the 'Minimal Sufficient Content' principle, summaries are meant for quick review. Students are encouraged to return to the primary lesson file for full code examples and practice exercises.

How does the skill determine the length of the summary?

The skill reads the 'proficiency_level' from the lesson's frontmatter (e.g., A1 for beginners, C1 for advanced) and adjusts the target word count between 150 and 400 words accordingly.

What is the Socratic extraction process used by this skill?

It is a methodology that uses a specific sequence of questions to identify the 'one thing' a student must remember, the mental frameworks installed by the lesson, and actionable patterns rather than just condensing text.

Where are the summary files saved?

Summary files are automatically saved in the same directory as the source lesson, using the naming convention filename.summary.md.

Socratic Lesson Summary Generator

Name: Socratic Lesson Summary Generator
Author: panaversity

bypanaversity

•

学习与文档

Automates the creation of concise, high-impact educational summaries using a structured Socratic extraction process.

The Socratic Lesson Summary Generator is designed for educators and curriculum developers using Claude Code to streamline the creation of high-quality study materials. By applying a specialized Socratic extraction process, the skill transforms complex lesson markdown files into standardized summaries that highlight core concepts, mental models, and actionable patterns while avoiding unnecessary fluff. It is particularly useful for building 'Digital FTEs' that manage educational content, ensuring every lesson has a scannable companion file optimized for student review and just-in-time reference.

主要功能

01Automated identification of common student pitfalls and misconceptions

02Dynamic length adjustment based on lesson proficiency levels (A1-C2)

03Anti-pattern filtering to maintain minimal sufficient content principles

04Standardized markdown output for consistent documentation structures

0596 GitHub stars

06Socratic extraction process targeting core insights and mental models

使用场景

01Auditing existing educational content for conceptual clarity and actionable takeaways

02Creating quick-reference knowledge bases for students in coding bootcamps

03Generating .summary.md companion files for technical curriculum development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add panaversity/agentfactory summary-generator

For use in Claude.ai and ChatGPT

Download Skill