lecture-focus-extractor

Extract review-focused points from lecture notes into a WPS-ready review page.

Updated Apr 17, 2026
One-click install
npx skills add https://github.com/dy9759/SkillCollection --skill lecture-focus-extractor-dy9759
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: lecture-focus-extractor
Source: https://github.com/dy9759/SkillCollection/tree/main/skills/lecture-focus-extractor
Command: npx skills add https://github.com/dy9759/SkillCollection --skill lecture-focus-extractor-dy9759

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Long lecture notes, transcripts, or study records often contain far more information than a student can realistically review before an exam or quick recap. This Skill distills those materials into the high-impact items that are most worth revising, separating essential study points from background context.

Core Features & Use Cases

  • Targeted extraction: Pulls out must-remember facts, key definitions, formulas, and core principles.
  • Emphasis detection: Highlights teacher emphasis and repeated or stressed concepts that indicate higher exam relevance.
  • Retention-focused outputs: Produces items like likely-forgotten points, a one-minute recap, and a ten-minute review checklist designed for rapid revision.
  • WPS-ready structure: Outputs a structured page that fits directly into WPS notes, preserving useful hierarchy when present.
  • Use Case: Turn a long lecture transcript into a concise pre-exam review sheet that a student can scan in minutes.

Quick Start

Generate a WPS-ready review page from this lecture transcript that lists must-remember items, definitions and formulas, teacher emphasis, likely-forgotten points, a one-minute recap, and a ten-minute review checklist.

Frequently Asked Questions about lecture-focus-extractor

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

FAQPage Schema
How do I extract key exam review points from a long lecture transcript?

To extract key exam review points from a lecture transcript, this Skill distills long classroom notes into must-remember facts, definitions, formulas, and teacher emphasis. It produces a structured WPS-ready review page for rapid pre-exam revision.

Can I generate a quick study guide from long classroom notes for exam prep?

Yes, you can generate a quick study guide from long classroom notes by processing them through this Skill. It identifies likely-forgotten items and core principles, outputting a one-minute recap and a ten-minute review checklist for efficient exam prep.

What is the best way to create a WPS-ready review sheet from study logs?

The best way to create a WPS-ready review sheet from study logs is to use this Skill to separate essential study points from background context. It formats the extracted high-impact items into a structured page that fits directly into WPS notes.

Does this lecture focus extractor work with unstructured study records and transcripts?

Yes, this lecture focus extractor works with unstructured study records and transcripts. It detects teacher emphasis and repeated concepts within the raw text to highlight items with higher exam relevance, regardless of the original formatting.

How does emphasis detection work when processing lecture notes?

Emphasis detection works by scanning lecture notes to identify teacher emphasis and repeated or stressed concepts. This mechanism highlights information indicating higher exam relevance, ensuring you focus on the most critical material during your review.