Summary Generator FAQs

Question 1

When should I use this skill?

Accepted Answer

Use this skill whenever you are creating or updating educational markdown content. It is ideal for generating summary companion files for lessons, refreshing existing documentation, or ensuring that complex technical concepts are distilled into high-impact learning takeaways.

Question 2

What content does the Summary Generator exclude?

Accepted Answer

Following the 'Minimal Sufficient Content' principle, it intentionally excludes full code blocks, practice exercises, motivational fluff, and internal framework terminology. This prevents the summary from becoming a redundant version of the full lesson and keeps it focused on rapid recall.

Question 3

What is the Summary Generator Claude Code skill?

Accepted Answer

It is a specialized capability for the Claude Code assistant designed to extract core concepts, mental models, and actionable patterns from educational lessons. It generates concise, scannable companion summaries (usually .summary.md files) to help students with quick review and just-in-time reference.

Question 4

Does this skill support different proficiency levels?

Accepted Answer

Yes. The Summary Generator includes built-in length guidelines based on the lesson's proficiency level (A1 to C2). It scales the word count from roughly 150 words for beginners to 400 words for advanced topics, ensuring the level of detail matches the student's needs.

Question 5

How does the Socratic extraction process improve my content?

Accepted Answer

The Socratic process uses a structured 6-question framework to identify the 'one thing' a student must remember. It focuses on transferable thinking patterns (mental models) and practical application (patterns) rather than just repeating facts, ensuring the summary provides high educational value.

Summary Generator

Summary Generator

关于

主要功能

使用场景

关于

主要功能

使用场景