dsh-token-stats

English | 中文

The missing global token-usage dashboard for deepseek-harness (dsh) — one-line install, then open Settings to see per-model, per-time-bucket, and per-session consumption with anomaly tracking.

Why

dsh's built-in stats cover only the current session. Total consumption across sessions, per-model breakdowns, which day was heaviest, which sessions failed — none of that exists in the stock UI. This plugin adds all of it, and gets two easy-to-get-wrong things right:

• Correct attribution: subagent tokens and anomalies roll up along the parentSession chain to their root main session — counts speak in main sessions only, while every subagent token lands on its owner
• Zero wait: a resident background aggregate (warm-up at start → 60s incremental sweeps → 10min full rescans) means the Settings page always reads hot data

Install

npx github:caiyfa/dsh-token-stats

Restart dsh, open Settings → Token 用量. Done.

• Requires: dsh (web profile), Node ≥ 22
• Several profiles: --profile=tui,web; every profile: --profile=all
• Uninstall: npx github:caiyfa/dsh-token-stats --uninstall
• After upgrading dsh, re-run the installer once if the plugin fails to load — it repairs the links

What you get

Section	Contents
Summary card	Uncached input / cache read / cache write / output / reasoning / total / model calls
Per-model table	Main-session count, calls, the four token buckets, and totals for each provider / model
Token trend	Granularity (minute·24h / hour·7d / day·all, auto-weekly beyond 90 days) × mode (bars / 4-color stacked composition — watch your cache-hit structure evolve / cumulative curve — the budget-burn view); dashed Y contour lines with a peak label, hover for per-bucket detail
Anomaly marks	A green/red dot above every time bucket (red = failed turns inside it); click a red dot to focus the main sessions involved
Per-session anomaly groups	Collapsible per-main-session list (time + error message), collapsed by default so volume never floods the page

How it works (30-second version)

The host half is a resident background service: it scans every session log, folds each assistant/message's provider-reported usage (bucketed by provider/model) and each turn/end error into minute/hour/day timelines. The client half registers the Settings dashboard above and reads snapshots through dsh's /api gateway. Pure in-memory aggregation — nothing written to disk or session logs, nothing injected into model prompts.

The installer does three things: deploys the package into ~/.dsh; links (junction/symlink, never copies — Remote markers ride a module-scoped WeakMap, so the plugin must share the same physical module instance with dsh) @deepseek-ai/cordis and @deepseek-ai/dsh-typert-protocol from your live dsh install; and appends a marker-delimited idempotent block to the profile's cordis.patch.yml.

Troubleshooting

Symptom	Fix
Failed to load plugins ... dsh-token-stats	Re-run the installer; if it still fails, DSH_MODULES_DIR=<dsh node_modules> npx github:caiyfa/dsh-token-stats
Section renders but stays empty	Check the dsh process log for token-stats: errors
invocation-unavailable: tokenStats/snapshot	A peer got copied as a real directory: delete it and re-run the installer

License

MIT