🧠 メモリと知識
ロスを防ぐ三層の検索 ★ ライブ
実測値：意思決定の復元率は未使用時の43%に対し100%を記録。圧縮率99.94%（46 MB → 35 kB）。
A three-layer recall pipeline (L1+L2+L3) reconstructs context even after long gaps. In measured tests it recovered 100% of prior decisions versus 43% without it, while compressing a 46 MB session into 35 kB of working context — lower token cost, lower latency, nothing important lost.