dsh-token-usage-dashboard

After weeks of daily coding in DeepSeek Harness, you probably want to know exactly how many tokens you spent this week, which model consumed the most, and how long your current active streak is. dsh-token-usage-dashboard folds the usage data scattered across session logs into a single Codex-style dashboard, so you get answers at a glance instead of grepping through JSON files.

Open Settings → Stats and you will find five stat cards (total tokens, single-day peak, longest chat, current and longest streaks), a 53×7 GitHub-style heatmap with a daily/weekly toggle (hover reveals the exact date, token count, and request count), seven insight rows covering cache hit rate and average per-turn tokens and duration, and a Top-5 model ranking with proportional bars. Everything updates in real time via incremental event streaming; on restart the plugin loads a local snapshot and folds only new events, so the dashboard is ready in seconds. The interface follows your DSH language setting and relabels instantly on a Chinese/English switch without a page refresh.

It is designed for individual developers who rely on Harness heavily, small teams that want to keep an eye on token budgets, and anyone curious about cross-usage comparisons across models. Plugin maintainers in the DSH ecosystem will also appreciate the included dynamic cordis_define deployment path, which lets you iterate on dashboard logic without restarting the profile.