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Cost visibility

The spend-facing commands: tj cost, tj tokenmaxx and tj context, and how each frames spend for your plan tier.

The analyzers surface what to change. These three commands show where your tokens went. All of them respect plan-tier framing, so subscription users see quota shares instead of dollar spend.

tj cost

A cost breakdown grouped by agent, model, day, or tool.

tj cost --since 7d --group-by model
tj cost --compare last-week

--group-by accepts agent, model, day, or tool. --compare takes a prior window (previous, last-week, last-month, last-7d, last-30d, or a date range) and renders a window-over-window diff with ▲/▼ indicators, per-agent and per-model top shifts, and dollar plus token deltas. On subscription plans the cost cells render as a share of the cycle rather than raw dollars.

tj tokenmaxx

A screenshottable quota/efficiency card.

tj tokenmaxx
tj tokenmaxx --weekly

It leads with context composition: what share of your quota went to overhead (re-reading history, CLAUDE.md, accumulated tool output) versus real work. That share picks an efficiency tier, from TokenMinimizer through QuotaSink, with lower overhead being the leaner tier. --weekly is a 7-day recap preset. The efficiency number is a measured token share, never a guaranteed saving, and dollars appear only as a secondary line for API plans.

tj context

The context-cost diagnostic over your Claude Code sessions.

tj context --since 30d
tj context --agent my-agent

It renders per-turn context composition (re-reading versus net-new work), recurring inclusions (the same file re-read across many sessions, each with a concrete @file or CLAUDE.md fix), and compact candidates (sessions where a /compact reclaims the most quota). Headline numbers are framed in quota terms for subscription users; dollars are a secondary signal for API users.

See also