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DeepSeek Harness usage dashboard with model, provider, workspace, cache, balance, and CSV insights

「DSH·实时 Token 统计·溺水检测」：基于 DeepSeek 官方 BPE 分词表，在 composer 下方实时渲染 token 状态带，显示流式 TPS、输出 token 与首字延迟，并对比上次 step 的估算与实际偏差；纯插件自包含，不改 DSH 源码

DSH web plugin: a usage statistics dashboard (basic info, activity heatmap, daily token trend, model usage donut) with provider/model drill-down, following the DSH theme system.

DeepSeek Harness (dsh) web plugin: API balance + today's spend sidebar widget, /api/dsh-usage route, external vision-call accounting (JSONL usage log), plus a full per-session usage dashboard (call log, per-model stats, cache rate, CSV export) via the usa

Token usage statistics for DeepSeek Harness (7/30-day per-model charts + yearly heatmap) plus an inline coding-plan balance/quota readout in the composer (minimax/deepseek/kimi/openrouter/zhipu/mimo; mimo falls back to local usage since MiMo exposes no AP

Enhanced DSH composer stats strip: official CNY cost, coherent live agent-team settlement, live LLM/tool timers, provider balance

DSH Usage：按项目查看 Token、开发时间和费用，并查询账户余额

General usage stats for DeepSeek Harness: throughput, tokens, cost, tool calls, and activity — charted in the Web UI. TypeScript superset of dsh-plugin-tokspeed.

Deterministic session evidence reports for DeepSeek Harness: /transcript writes styled single-file HTML / Markdown / JSON reports from canonical session logs, /stats prints a terminal stats card, /archive writes per-session ZIPs

DeepSeek Harness 用量与消费统计插件：按 2026-08-17 调价前后峰谷价格计费，含主界面汇总面板、会话级明细与图表

Switchable TPS display for DSH Web: decode-only, end-to-end (incl. TTFT), or both.

dsh usage & performance statistics: settings-panel plugin + TUI (tokens / TTFT / TPS / cost)

代码统计：扫描项目，按语言统计文件数与代码行数，返回语言分布与最大文件清单

DSH 会话上下文统计面板：统计每个会话的消息数、轮次、工具调用、字符数与预估 token，生成全量/按项目上下文报告，帮你看清上下文消耗大户。Context usage dashboard for DeepSeek Harness — per-session message/token statistics and context reports (zstd + plaintext logs).

DSH-活跃记录 (Annual Activity) — 一个纯本地的 DSH 活跃度统计面板：Host 半区扫描 $DSH_HOME/sessions 下的历史会话日志，按本地日期聚合每一天的活跃天/轮次/工具调用/Token 消耗，Client 半区以「年度热力图」面板渲染（统计行 + 5 级色块 + 月份轴 + 年份切换 + 连登统计），数据全部来自本机会话文件，不联网、不上报。

每日用量统计：在输入框下方显示当天 Token 用量（万/亿简化）与缓存命中率。Daily token usage & cache-hit stats for DeepSeek Harness.

dsh plugin: persistent whole-machine LLM usage ledger with a markdown /llm-stats report (GFM tables + emoji: tokens, cache hit, model/tool time, per-day bars)