Channel review
Reviews three fixed six-video channel packages and builds a topic notebook from their captions.
Independent work · Video knowledge assistant
Knowhow
Knowhow turns a fixed set of reviewed YouTube channels into a topic notebook, cited conversation and a portable skill and reference package. The public release covers three six-video channel packages.

The task
Video knowledge is easier to reuse once it is turned into a searchable, cited notebook.
The outcome
Independent product development from an existing personal captions-first pipeline: interface design, a bounded captions engine, a persisted service, evidence retrieval, and portable export and verification, by Imad A. Adel.
Inside Knowhow
Reviews three fixed six-video channel packages and builds a topic notebook from their captions.
Answers questions with cited, timestamped source evidence rather than free generation.
Narrows conversation with topic filters; downloads always retain all six sources in a package.
Exports a portable skill and reference package.
Searches 74 reviewed excerpts across its real-examples collection.
The public version is limited to three fixed six-video channel packages; new-channel ingestion, source changes and update checks are not available here. Retrieval is conservative and lexical, so paraphrases and steps the speaker never states aloud can be missed. Captions are the only input — optional uploads and frame processing are not configured — and update checks are manual, with no scheduler or notifications.
Your next project
Start with the task, who will use the result and what needs to improve.
Or write to imad@adellabs.com.