Nightly journal curator. Batch-processes OCAS skill journals via relevance classification and writes curated content to journal files for the configured memory provider to ingest. Classifies each journal for filing as a verbatim journal note, structured entity/relationship data, or skip. Features re-emergence detection, two-pass stale handling, change magnitude gates, hibernation protection, and incremental cursor-based resumption. NOT for real-time memory filing, skill evaluation, behavioral pattern detection, or entity identity resolution.
2026-07-17