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.