📊 OpenClaw Memory Research

Run-Level Token Budget Analysis · Direction C · Generated from all sessions

Token Utilization Distribution

Max tokens reached per session as % of 200k context window

Zone Exposure by Session

How many sessions ever entered each pressure zone

File Size vs Compaction Count (bubble = max token utilization)

Larger bubbles = higher peak token usage. Color = max_tokens / 200k

Top 10 Biggest Sessions by File Size

Sessions sorted by JSONL file size, showing compaction activity and zone distribution

#	Session ID	Size (KB)	Messages	Max Tokens	Utilization	Compactions	Peak Zone