ExtractWisdom

Extract wisdom domains from transcripts, articles, and media into structured sections.

1|Updated Jun 10, 2026
One-click install
npx skills add https://github.com/starlink-awaken/pai-universal --skill extractwisdom-starlink-awaken
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ExtractWisdom
Source: https://github.com/starlink-awaken/pai-universal/tree/main/templates/packs/ExtractWisdom/src
Command: npx skills add https://github.com/starlink-awaken/pai-universal --skill extractwisdom-starlink-awaken

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Content creators and researchers waste time distilling long content into insights. ExtractWisdom reads source material to identify genuine wisdom domains and builds custom sections around them.

Core Features & Use Cases

  • Dynamically detects wisdom domains present in content (e.g., Programming Philosophy, Developer Workflow, Business Takes) and builds tailored sections around them.
  • Produces 3-15 bullets per section with concrete details, quotes, and first-time revelations.
  • Outputs closing sections such as One-Sentence Takeaway, "If You Only Have 2 Minutes", and References for follow-up.

Quick Start

Provide a content source (video, article, or podcast) and run ExtractWisdom to generate adaptive wisdom sections.

Frequently Asked Questions about ExtractWisdom

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

FAQPage Schema
How do I extract insights and wisdom from podcast transcripts automatically?

To extract insights from video transcripts, this Skill reads the source material to identify wisdom domains and generates dynamic sections with concrete bullets and quotes. It outputs structured takeaways and references for direct integration into knowledge bases.

What is content-adaptive wisdom extraction and how does it work?

Content-adaptive wisdom extraction analyzes articles and media to detect actual wisdom domains present, such as Programming Philosophy or Business Takes. It then shapes dynamic sections around those specific domains, producing tailored bullets, quotes, and a one-sentence takeaway.

Can I use this to summarize long articles into structured bullet points?

Yes, you can summarize long articles into structured bullet points by providing the article as a content source. The system generates 5 to 12 dynamic sections containing 3 to 15 bullets each, capturing concrete details and first-time revelations.

Does the output include references and quick summaries for downstream workflows?

The output includes references and quick summaries designed for downstream workflows. It produces closing sections like a one-sentence takeaway and a two-minute summary, enabling seamless embedding into knowledge bases and subsequent content analysis pipelines.

What is the best way to distill long videos into actionable knowledge base entries?

The best way to distill long videos into knowledge base entries is running this Skill on the video source. It identifies wisdom domains and outputs structured sections with bullets, quotes, and takeaways formatted specifically for knowledge base embedding.