Learn
Study a course channel
What it does
Lecture channels bury their curriculum in upload order. The distillation recovers the actual structure: topics, the entities each one teaches, and which videos explain them. You study the subject, not the upload feed.
How it works
Open the topic map
The channel's videos arrive organized into a topic tree — the course's real structure.
Follow the path
Walk the topics in order; each connects entities, claims, and the videos they came from.
Check yourself
Have your agent quiz you on each topic's claims before you move on.
What you'll need
With an AI agent
- An MCP client
- A Liquid Gold channel subscription
Offline, from the zip
- A purchased skill archive
- A markdown reader
How to use it
Connect your agent, then start with a prompt like:
Build me a 4-week study plan from this channel's topics, hardest concepts last.