Complete inventory
Resolve the channel, enumerate every upload, and preserve metadata through the approved API path.
Complete channel ingestion · API only
Liquid Gold fetches every video, captures captions or speech-to-text transcripts, reads the strongest comments, then curates and digests the channel into a downloadable skill folder. One channel in. A durable knowledge asset out.
Six processing responsibilities turn a long upload history into a smaller, reusable knowledge layer without discarding the source trail.
Resolve the channel, enumerate every upload, and preserve metadata through the approved API path.
Use available captions first, then a planned speech-to-text fallback for caption-less videos.
Read top-level comments and replies so audience objections and use cases stay visible.
Keep video-to-topic lineage instead of melting a channel into untraceable prose.
Deliver an authored SKILL.md, video handouts, and topic files in one downloadable ZIP.
The target design ingests only new uploads so later maintenance does not rebuild finished work.
A single summary can tell you what one video said. A channel skill preserves the recurring ideas, disagreements, and vocabulary that only emerge across the full body of work.
Move a field’s scattered lectures into attributed topics without losing the source trail.
Find the reusable structure hidden across months of uploads and live sessions.
Give every team the same searchable channel memory, not another list of links.
Turn a lecture series into shared preparation notes while keeping each claim traceable.
Recover recurring narratives and audience reactions from interview archives.
Inspect a creator’s full body of work before licensing, quoting, or collaborating.
A ZIP containing one folder for the channel: an authored SKILL.md, per-video handouts, and topic files with source attribution.
A large channel is designed for an approximately hour-long run. The live stage view is not implemented yet.
Available captions are fetched first. Caption-less videos are planned to use an API speech-to-text fallback.
The product contract calls for delta ingestion, but the rerun and pricing policy remain open implementation work.