🧠 OpenClaw Memory Research

Real data from 233 sessions · when2buy/openclaw-memory-research

Compaction Analysis

Information loss across compaction events. Scatter, probe retention, and timeline charts.

12 events 20.5% avg retention 1.73M tokens lost

Run Level Report

Cross-session overview: token distribution, zone breakdown, top sessions bubble chart.

233 sessions 77% Safe Zone 9% Failure Risk

Step Level Report

Full 1545-step token lifecycle of the biggest session, with compaction markers and cache breakdown.

1,545 steps 99.3% peak util cache >95%