dsh-token-stats

If you call the DeepSeek API through the Harness web GUI every day and end up manually tallying numbers from the Wallet ledger, dsh-token-stats removes that friction. It turns the 365-day local record that the built-in Wallet plugin already keeps into a live usage dashboard, right inside the app sidebar—no extra collection pipeline, no external service.

At the top you see four summary cards covering today, this week, this month, and all time, each showing total tokens and, when pricing data is available, the associated cost. Below them sits a hand-rolled SVG stacked bar chart in which every model gets its own color; you can switch between a 30-day, a 12-week (ISO), or a 12-month view, and hovering over a bar reveals per-model breakdowns. The final section is a table sorted by total tokens, listing input, output, cache-read tokens and a proportional share bar for each model, so the heaviest consumer is obvious at a glance. The interface ships in English, Vietnamese, Chinese, and Japanese, and remembers your choice; while the dashboard is open it auto-refreshes every 30 seconds, with a manual button as a fallback.

It is aimed at developers who make high-frequency DeepSeek calls and want to see exactly where tokens and cost go, and at team members who juggle several models and need a quick side-by-side comparison. The plugin is strictly read-only, has zero runtime dependencies, requires no build step, and never writes to the Wallet ledger.