dsh-v-token-insight

You talk to DeepSeek every day, yet the per-turn token counts, cache-hit ratios, and the dollar figure behind each reply stay buried in logs. dsh-v-token-insight lifts all of that into the DeepSeek Harness Web client where you can see it at a glance. A new sidebar entry opens a full-page cross-session dashboard with KPIs for billed tokens, input/output split, cache hit rate, session count, and estimated cost, plus five drill-down tabs: consumption trend, per-workspace, per-session detail table (search, sort, resizable columns, right-click jump), time-based view, model distribution, and a full price sheet. On any conversation page a third tab labeled "Session Token Stats" dives into every turn and every step, showing the four-bucket token split, per-step model and call parameters, a context-pressure bar, and an instant fee estimate.

The plugin is strictly client-side and makes zero kernel changes: it replaces no official plugin and reads exclusively from the host existing projections and session windows. Every chart is hand-rolled SVG with no chart-library dependency; colors follow the official theme tokens so light and dark modes stay in sync, and prefers-reduced-motion is respected. Pricing runs a three-tier pipeline-fair per-bucket unit prices, dual-dimension tiers by context scale and cumulative session volume, then time-window discounts-recomputing step by step instead of the rough total-times-rate shortcut. Steps whose currency does not match are flagged as undpriced rather than guessed. The editable price table lives on the overview page; change a number and every fee updates instantly.

It is built for DeepSeek Harness Web users who juggle multiple workspaces and models and want token spend to be as auditable as a line-item invoice. All data persists in browser localStorage with no backend; a single click rebuilds the ledger after a data wipe. Every record is keyed by (session, turn, step), so even archived conversations keep a complete, traceable history.