dsh-token-usage

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A dsh usage plugin that displays model token usage right in the Web UI. After installation, open Settings (the gear icon in the sidebar) and you'll find the Token Usage page — summary cards (with cost), a daily total-token line chart, a per-model / per-session breakdown, and per-model pricing dialogs, all filterable by date range and model, exactly as shown in the screenshot above.

Repo: https://github.com/LaoYueHanNi/dsh-token-usage

[!IMPORTANT]
GitHub direct installs have ended — the repository no longer carries prebuilt output. Install from npm instead:

dsh plugin --profile web add @laoyuehanni/dsh-token-usage

Upgrading from a legacy github: install (≤ 0.3.7, package name dsh-token-usage)? An in-place update fails to load — remove the old name first, then add again. Usage data under $DSH_HOME/token-usage/ carries over untouched.

Features

• Live recording: every provider-billed model call is recorded as it happens — tokens, cost, model, session — context-compaction calls included.
• Web stats page: filters (date range + model + 1d/7d/30d shortcuts), summary cards, daily trend chart (hover a day for its total), per-model table. The table block toggles between per-model / per-session: the session table groups by working directory (switchable to a flat list), sorts by total tokens / cost / recent activity on header click, and Ctrl+click on a session row jumps straight to that session's usage tab.
• Session usage tab: the conversation pane gains a Usage view tab (beside Chat / Trajectory) with the active session's dashboard — six stat cards (successful requests with a failure pill, cost, cache hit rate, average time-to-first-token, generation throughput, total tokens), a 4-bucket token strip, an hourly trend chart, and a per-model table. A scope switch toggles Session / With subagents, and the subagent table drills into each child and back. Hovering the failure pill breaks failures down per class (rate limited, server error, context exceeded, …).

• Cost figures & model pricing: per-request cost is computed live from per-model rates (¥ per million tokens); unpriced models warn and count as ¥0. Every priced model's name carries a rates button opening its full price table, and the filter row carries a pricing table entry opening an overview of every model in the cloud feed — searchable, with simulated billing and expandable effective rates. Rates sync from the cloud feed on every startup — see Model pricing.
• Provider quota: an input-bar button (left of the model chip) shows the selected provider's remaining quota. See Provider quota.
• History backfill: the first startup syncs requests that happened before installation (idempotent); unreadable session logs are skipped and counted, never fatal to the sync.

Model pricing

Costs are billed per record at its own timestamp, and a rates update re-prices the whole history instantly. The single source is a cloud mirror auto-synced on every startup — pricing corrections belong upstream in the model-price-table feed, so every user benefits at once. A hand-edited pricing.json is no longer read; if you maintain one it is silently ignored after upgrading (the file is left on disk). Upgrading from 0.4.1 or earlier to 0.4.2 triggers a one-time full rebuild of the usage rollup the first time the stats page is read — the larger the history, the longer it takes; this is expected. Broken mirrors degrade the affected models to unpriced without breaking the stats page. Default location: ~/.dsh/token-usage/. Billing rule chain, cloud feed format, and self-hosted mirror URLs: docs/pricing.md.

Configuration

Data directory

Editable on the web card (Settings → Plugins → Token Usage): saving an absolute path takes effect immediately — history migrates automatically, no restart, no manual move. Blank keeps the default ~/.dsh/token-usage/. A save is refused while a conversation is in progress; wait for it to end, then save again. Or set it directly:

plugins:
  token-usage:
    path: D:/data/token-usage   # default: ~/.dsh/token-usage/

Pricing region

The pricing mirror follows your region: Gitee by default (fast inside mainland China) or the GitHub mirror of the same table — pick once on the web card's Pricing region dropdown or via config. The pick also drives the display currency (¥ RMB vs $ USD at the table's exchange rate).

plugins:
  token-usage:
    pricingRegion: overseas   # default: domestic

Provider quota

The input-bar button follows the currently selected provider and opens a panel with remaining quota (the same API key as inference):

Unsupported providers hide the button; a failed query can be retried from the panel. On by default; turn it off with quota.enabled: false. Not supported yet: Volcengine, ZenMux, Zhipu Team plan, Claude / Codex / Gemini / Grok official subscriptions, GitHub Copilot.

Install

dsh plugin --profile web add @laoyuehanni/dsh-token-usage

The package declares dsh.bundle, so add wires the plugin into the profile automatically — installs work out of the box, and the first startup backfills pre-install history.

Update

dsh plugin --profile web update @laoyuehanni/dsh-token-usage

Remove

dsh plugin --profile web remove @laoyuehanni/dsh-token-usage

Data files under $DSH_HOME/token-usage/ are kept — delete them manually if you no longer need them.

Development

Build once, install a symlink, iterate:

npm install
npm run build && npm run build:client
dsh plugin --profile web add link:D:/plugins/dsh-token-usage

Rebuild and restart dsh web to apply changes (npx tsdown --watch in the plugin directory hot-reloads the client). No prepare script by design — lib/ never enters the repo; npm publish builds it fresh into the tarball.

Temporary host-only mount (this launch only, no profile changes): copy cordis.example.yml to cordis.yml, point name at the absolute file:// URL of your lib/index.js, then dsh web --patch <plugin-dir>/cordis.yml. Data recording works in this mode; for UI work use the link: install above.