summary-generator

Generate Socratic-style lesson summaries as .summary.md files from markdown.

7|1|Updated Feb 14, 2026
One-click install
npx skills add https://github.com/SARAMALI15792/AINativeBook --skill summary-generator-saramali15792
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summary-generator
Source: https://github.com/SARAMALI15792/AINativeBook/tree/main/.qwen/skills/summary-generator
Command: npx skills add https://github.com/SARAMALI15792/AINativeBook --skill summary-generator-saramali15792

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill generates concise, Socratic-style lesson summaries by extracting core concepts, mental models, patterns, and common mistakes from educational lesson markdown files. It also creates a helpful companion summary file (.summary.md) to support quick review and just-in-time reference.

Core Features & Use Cases

  • Socratic extraction: Pulls out the core concept, key mental models, actionable patterns, and common mistakes from lesson Markdown.
  • Companion summaries: Produces a .summary.md file to accompany each lesson for quick review and reference.
  • Reuse across lessons: Enables consistent, scannable summaries for multiple lessons to support study workflows.

Quick Start

Provide the path to a lesson markdown file to generate its .summary.md companion.

Frequently Asked Questions about summary-generator

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

FAQPage Schema
How do I generate lesson summaries from markdown files?

To generate lesson summaries from markdown files, provide the file path to the tool, which automatically extracts core concepts and mental models to output a ready-to-use .summary.md companion file.

What is a Socratic lesson summary?

A Socratic lesson summary is a concise review document that extracts core concepts, mental models, patterns, mistakes, and connections from educational markdown to support quick reference.

Can I refresh existing course summaries in bulk?

Yes, you can refresh existing summaries across a course by applying the Socratic extraction process to multiple lesson markdown files, ensuring consistent and scannable study companions.

Does the summary generator work with any educational markdown file?

The summary generator applies to any educational lesson markdown file that requires a companion .summary.md, pulling out key mental models and actionable patterns regardless of the specific subject.

What is the best way to extract mental models from educational content?

The best way to extract mental models from educational content is using a Socratic extraction tool that parses markdown lessons and formats the identified patterns into a structured summary file.