dsh-plugin-duwg

DeepSeek Harness originally lacks a built-in usage panel. After hours of continuous sessions it is hard to tell at a glance how many tokens were consumed today, what the cache hit rate looks like, or how much balance remains. dsh-plugin-duwg fills that gap by mounting a lightweight widget right below the composer, showing real-time aggregates of input, output, cache-read, and cache-write tokens. Large numbers are simplified to wan or yi units; hover for exact values.

Beyond raw counts, the widget displays a live cache-hit-rate indicator in green, a balance bar that turns red when funds run low while auto-extending the ceiling after a top-up, and cumulative estimated cost passed through from the gateway. Data is persisted per day on the host side, and a startup scan of session logs ensures figures survive process restarts or crashes.

This plugin is ideal for heavy users who run long coding or reasoning sessions daily and want continuous visibility into token spend and account balance, as well as teams that prefer to check cache efficiency directly in the UI instead of repeatedly opening the console.