Living Document Notice
Staged 2026-09-28. Living revisions and interconnected notes live in the Bosun PKM Garden.
Spaced Repetition Algorithms for Long-Term Retention
Default human memory decay curves rapidly erode unreinforced knowledge within days of initial acquisition. Implementing rigorous spaced repetition scheduling—such as modified SM-2 algorithms—transforms ephemeral study sessions into durable, permanent cognitive structures.
Repetition Invariants
- Interval Scaling: Review intervals expand exponentially based on user recall rating accuracy.
- Deterministic Scheduling: Due dates calculate locally without relying on cloud synchronization servers or telemetry tracking.
- Card Atomicity: Each learning card isolates a single discrete fact or conceptual invariant to prevent cognitive crowding.
Structured review loops ensure high-value technical and operational knowledge remains permanently accessible.
- Directus Target: primer-blog
- Garden Source Reference: MOC - Primer Education Engine, MOC - Fleet Operations, LOG-1001 - Append-Only Temporal Logs