Data Science & Analytics
BULK Ingestion
End-to-end discipline for turning any large data source (audio libraries, email takeouts, document corpora, chat exports, API dumps) into brain pages at scale. The lifecycle spine: SCHEMA → ACCESS → TRIAL → EVALUATE → IMPROVE → CODIFY → TEST → SKILLIFY → BULK → MONITOR. State is tracked in a durable JSON manifest (see MANIFEST-PATTERN.md) so any crash, session boundary, or subagent fan-out resumes from ground truth instead of memory.
- Publisher / source
- garrytan/gbrain (found on GitHub top repositories)
- Upstream record
- garrytan/gbrain
- Version
- Version 1
- Published
- Publication review
- Approved for publication
- Content fingerprint
48c10ec94fc23cd6f1ecfa4ec7254cc1cb3f5ea8cc43daf2fbe109c59ce1cda4