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playbook

Content Ingestion Pipeline

YouTube URLs from the persistent TaskNote are transcribed, turned into structured vault notes, gap-analysed, and the queue is updated with results

The watch-later list keeps growing.

When to run

"User says "run ingestion pipeline", "process video queue", "ingest videos", or cron fires daily at 7am"

Time saved

~5-20 min per URL, runs async manual → automated with agent assistance

How often

Per trigger event

Compounds

Each run refines templates and context — 0 automated steps improve with accumulated data