summary-generator

Generate Socratic-style summaries from educational lesson markdown files.

1|1|Updated Dec 23, 2025

Search Tags:#education #summary #AI-assisted #generate #Socratic #lesson

Ready to run

npx skills add https://github.com/NaveedTechLab/Sir-Junaid-Agents-Skills --skill summary-generator-naveedtechlab

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: summary-generator
Source: https://github.com/NaveedTechLab/Sir-Junaid-Agents-Skills/tree/main/skills/summary-generator
Command: npx skills add https://github.com/NaveedTechLab/Sir-Junaid-Agents-Skills --skill summary-generator-naveedtechlab

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps educators and students rapidly generate concise, structured summaries for educational lessons by extracting core concepts, mental models, patterns, and common mistakes using a Socratic extraction process.

Core Features & Use Cases

Socratic Extraction: Derives a 1-2 sentence Core Concept, 2-3 Mental Models, and 2-4 Practical Patterns from lesson content.
Summary Packaging: Produces a standardized, readable summary designed for quick review or reference.
Use Case: Ideal for creating companion summaries when publishing lesson materials or refreshing student understanding during practice sessions.

Quick Start

Provide a lesson markdown file to the skill, and request a summary. The tool will output a .summary.md file alongside the lesson.

Frequently Asked Questions about summary-generator

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

FAQPage Schema

How do I generate concise summaries from educational lesson files?▼

You can generate concise summaries by providing a lesson markdown file to the tool, which outputs a standardized .summary.md companion file. It extracts Core Concepts, Mental Models, and Critical Patterns using a Socratic extraction process.

What is Socratic extraction for educational lesson summaries?▼

Socratic extraction is a process that derives a 1-2 sentence Core Concept, 2-3 Mental Models, and 2-4 Practical Patterns from lesson content. This mechanism structures educational summaries for quick review, lesson preparation, and revision workflows.

Can I use markdown lesson summaries for higher education and self-paced learning?▼

Yes, markdown lesson summaries work across K-12, higher education, and self-paced learning contexts. The tool generates standardized, readable .summary.md files designed for student review and practice session refreshers.

How do I create a .summary.md companion file for my lesson preparation?▼

To create a .summary.md companion file, provide your lesson markdown file to the tool and request a summary. It applies frontmatter guidance to package core concepts, mental models, and practical patterns into a readable reference.

Does this summary tool require any specific dependencies or components?▼

No specific dependencies or components are required to generate educational lesson summaries. The tool operates independently to parse markdown files and output structured Socratic-style summaries.

What is the best way to structure student review materials from markdown lessons?▼

The best way to structure student review materials is using Socratic extraction to derive core concepts, mental models, and practical patterns. This produces a standardized .summary.md file ideal for refreshing student understanding during practice sessions.