/learn: a video goes in, a verdict comes out: have it, build it, or fluff

Simulated example, not a record of real activity. The flow it illustrates: you paste a link to a video, article or talk. The tool pulls the transcript, extracts the actual techniques and claims, checks each one against the skills and tools you already have installed, and rules on each: already covered, worth building, or fluff. It writes a short learnings note and queues only what survives.

You
"is this video worth it?"
paste the link
Transcript
pulled by getvid
the whole talk as text, in seconds
Claims
what it actually teaches
every technique or claim pulled out, one line each
"use a queue file for ideas"
"cross-check with a 2nd model"
"AI will 10x you"
Your shelf
the skills you already own
each claim is checked against what is already installed
Verdict
one ruling per claim, then a short note
✅ have it: /queue
✅ have it: cross-check
🗑️ fluff