dashboard

Token Savings

Session history · SLIM Engine analytics

TOKENS SAVED

87.1k

this week

REDUCTION

81%

vs baseline

BASELINE TOTAL

108.1k

without SLIM

SLIM TOTAL

21.0k

with SLIM active

SESSION HISTORY

Date	Task	Mode	Baseline	SLIM	Saved
06-16	Audit auth middleware	COMPACT	18.4k	3.2k	83%
06-16	Fix TypeScript errors	STRUCTURED	6.1k	1.8k	70%
06-15	Research Next.js routing	COMPACT	22.0k	3.8k	83%
06-15	Write API endpoint	STRUCTURED	9.2k	2.6k	72%
06-14	Explain bug cause	NANO	4.4k	680	85%
06-14	Refactor DB layer	STRUCTURED	31.0k	6.2k	80%
06-13	Code review PR #47	COMPACT	14.2k	2.4k	83%
06-13	Answer 'what is X'	NANO	2.8k	320	89%

AXIS BREAKDOWN

Input Compression−38%

grep-first + session cache

Output Compression−61%

no preamble + terse confirm

Context Hygiene−44%

memory-first + checkpoint

MODE USAGE

COMPACT3 sessions

STRUCTURED3 sessions

NANO2 sessions

Note: Dashboard shows simulated baseline estimates. Real savings depend on task type and context size. Connect your Claude Code session to track live usage via the SLIM_TRACK=1 env var.