storage-sync

Synchronize Turso and redb by triggering a sync cycle that rebuilds redb from Turso as the source of truth, performing batched fetches and parallel writes to reconcile episodes, patterns, and embeddings while minimizing downtime.

Trigger sync during startup, periodic maintenance, cache staleness detection, failure recovery, or manual reconciliation to ensure data consistency between durable Turso storage and hot redb cache.

The sync implements error handling for Turso unavailability and cache corruption, performs post-sync integrity validation, and uses Tokio for concurrent operations to maintain consistency across distributed storage layers.

Yes, the sync reconciles episodes, patterns, and embeddings between Turso and redb using batched and transactional writes, with Turso as the authoritative source and redb rebuilt to match.

After sync completes, the Skill validates post-sync integrity through checks and metrics to confirm data consistency across both storage layers and ensure reliable memory synchronization.