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A DeepSeek Harness plugin for context insight and management, with context dashboard and context command, for understanding how the context is made of, and how it evolves.

A bilingual floating pet for DeepSeek Harness with runtime status, context and lifetime token usage, trends, and optional completion sounds.

分层 Token 优化管道 v2:输出阶梯 / 结果缓存 / 文件 diff / 工具裁剪 + MCP 懒加载 / 压缩调度 / 缓存命中率,基于 DSH 真实插件 API

Login gate for DeepSeek Harness (dsh) web instances: password or shared-token sign-in, optional TOTP two-factor, session cookies, rate limiting, self-service password change and a user-management CLI

鲸鱼电表：DeepSeek Harness 用量与费用面板 —— 人民币账单、错峰计价、可分享的 AI 账单卡片 | Token usage & cost dashboard for DeepSeek Harness (DSH), with peak/off-peak pricing and shareable bill cards

Token usage, multi-dimensional statistics, auto-detected billing plans (Code/Token) and estimated spend for the dsh web UI

「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

API 用量/费用/余额仪表 — DeepSeek Harness 网页插件：按钮式用量条实时报价并显示余额；面板含按模型堆叠柱状图（当日逐小时×峰谷档位、官方调价按生效区间计价）、官方账单、消耗段位与梁祖分享卡片、上下文压力预警 + 一键压缩、预算提醒与检查更新/一键更新。自动同步模型定价，兼容 harness 0.1.0-rc.7 ~ 0.1.7-rc.2。

DSH 费用统计插件:会话费用行 + 成本归因报告,llm-pricing 动态价格。 / DSH cost attribution and usage dashboard, priced by llm-pricing.

Balance & cost widget for the DeepSeek Harness GUI (web and desktop app): a sidebar footer card shows the DeepSeek account balance and today's costs; clicking opens a popover with a five-tier cost breakdown (last prompt with session name / today-this-sess

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

DSH web plugin: cross-session token usage, request count, and optional cost analytics (ctx.tokenUsageStats), with a self-contained dashboard page and a sidebar footer entry.

会话注入门控：给 DeepSeek Harness (dsh) 加一个会话级上下文裁剪闸门，按会话取消/恢复插件贡献的 skill、tool、系统提示词段落——3 条影子通道、5 条本地路由、零依赖零配置。Per-session injection gate for DeepSeek Harness (dsh): trim skills, tools and prompt sections per session. Zero-config, zero dependencies.

在 DSH 中显示 DeepSeek 账户余额和当前会话 token/费用消耗（含高峰/空闲峰谷计费）。仅支持 DeepSeek 官方模型与账号，暂不支持其他大模型。

DSH 原生插件：按 DeepSeek 峰谷价格表实时计算当前对话花费，并显示在输入框旁

dsh plugin: show the estimated DeepSeek API cost of the current session in the web GUI stats strip (token usage × official pricing, peak/off-peak aware)

DSH workspace folders: categorize workspaces into folders in the left sidebar (drag reorder for folders/workspaces/sessions, inline edit, one-click expand/collapse, search) plus per-workspace token usage and cost stats (inline totals, hover detail card, o

Real DeepSeek balance and spend tracker for DeepSeek Harness: official account balance and consumption in the session header, monetary spend alert with auto-stop, token breakdown by peak/off-peak pricing. Fork of ds-budget-meter.

dsh 插件 · 上下文剃刀：把当前会话上下文逐条列出（角色/预览/≈token/占比，cl100k 估算），类型筛选与超阈值标红一眼锁定大头，勾选后精确裁剪——不经 LLM 总结，删了什么一目了然。

模型用量统计面板：累计 Token/峰值/最长会话/连续天数指标卡 + GitHub 风格 Token 热力图（日/周/累计切换）+ 活动洞察，数据来自本地 DSH 用量聚合

DeepSeek usage panel for the DSH Web GUI: account balance (official /user/balance API) plus per-model and per-workspace local session token statistics

DeepSeek Harness plugin: query AI Monitor balance / usage from local SQLite — cost-aware agent, auto bookkeeping with the AI Monitor proxy.

Real-time token usage and estimated spend for DeepSeek Harness, in a four-tab settings panel: an overview with cost/totals cards, a trend chart with a daily-average line and a 12-month usage heatmap; by-model and by-project tables with day/month/year/date

dsh plugin: live USD cost badge (whole-session + per-turn) from provider token usage and a configurable pricing table.

DeepSeek Harness composer readouts: CJK-weighted draft tokens, live CNY spend at official peak/idle rates, context occupancy, and the same usage priced on the costliest other model. Client-only, no host half.

DSH Usage：按项目查看 Token、开发时间和费用，并查询账户余额

Neural Ledger · 神经账本 — turn your DSH collaboration sessions into a visual work ledger: token analytics, smart insights, trend forecasting, and one-click daily/weekly/monthly Markdown reports.

Capture AI web conversations to local JSON + SQLite, and port selected messages into agent harnesses as live, continuable sessions.

DSH Token 消耗体系插件：会话级实时费用徽标（逐请求模型×时代×峰谷计价）+ 全局用量看板（设置页）+ Coding Plan 订阅额度监控（GLM/Kimi，可扩展适配器）——实时、历史、余量三位一体

DSH web plugin: a real-pricing usage-cost line beside the official token stats — per-model cost breakdown with a verified price table. / DSH 费用统计行：在官方 Token 用量行旁按模型显示真实费用（按模型分别标注，价格均来自官方定价页）。

统计本机全部 DSH 会话的历史 token 总消耗，按 message.id 去重，支持按天/模型/Provider/项目分组。Global token-usage totals across all DSH conversations.

DeepSeek Harness Web GUI plugin: real-time spend for the current session, priced from per-model token rates and shown as a pill under the composer

Per-session token spend, peak/off-peak pricing, and account balance for the DeepSeek Harness web UI.

DSH Token 用量面板（社区插件，非官方）：今日/近期 token 消耗与花费、成本构成、按会话明细、预算告警。Token usage & cost panel for DeepSeek Harness (community plugin, unofficial).

Control which tool schemas are injected into the DeepSeek Harness model context. Registers a tool_visibility manager tool AND a settings-page UI (Settings → 工具注入控制) with per-tool toggles; backed by the framework-native tools.restrict filter and persisted

Token usage heatmap for the dsh web GUI. Reads session history through DSH's public persistence service and mounts through the official plugin mechanism.

DSH 用量面板：供应商 API 余额 · token 用量 · 缓存命中率 · 成本折线图 · GitHub 样式热力图（成本为估算值，USD/CNY 可切换）

DSH 已装插件关系图谱：侧边栏展开面板，按依赖/相似/项目连线，球大小=调用频次，颜色=类型，亮暗=启用状态；含技能使用与 token 缓存成本分析。

DeepSeek Harness 实时看板：账户余额 + Token 使用量（按模型/工作区/缓存命中），本地读取会话日志 + DeepSeek /user/balance。

DeepSeek Harness 插件 — 通过读取企划书 / 半成品软件 / 资料预估特定模型的 token 消耗量并实时按各家定价计费

Token 扣费高峰/空闲时段状态胶囊：显示北京时间 周一至周五 09:00-12:00、14:00-18:00 为 Token 扣费高峰，其余为空闲，实时高亮显示在会话头部，悬停显示规则。

DeepSeek account usage monitor (HP/MP) — sidebar module with balance and token usage bars; WeChat scan login via bundled CLI (login-cli.mjs), hourly visible-only sync, and real-time local token increments.

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).

会话上下文分诊插件：为 DeepSeek Harness (dsh) 自动筛查过期与冗余的上下文内容，以判决式处理节约 token 预算。

DeepSeek usage monitor for DeepSeek Harness: account balance query and token usage summary as model-callable tools.

DeepSeek Harness 计费插件：当前会话成本 + 官方余额，追加在输入框统计行下方与侧边栏设置按钮同行显示

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.

Real-time DeepSeek account balance and per-session token usage for the DeepSeek Harness web UI: per-currency quota card with availability badge and refresh, plus current-session input/output/cache token breakdown, as an installable Settings section.

Per-turn/session estimated cost plus subscription quota windows for DeepSeek Harness (dsh), shown in the Web UI: pay-as-you-go DeepSeek routes show money, Kimi/Aliyun subscription routes show tokens plus the official live window reading

DSH (DeepSeek Harness) plugin that auto-rewrites pwsh tool commands to their rtk equivalents before execution — cutting shell output tokens by 42-90%. Commands with no rtk equivalent pass through unchanged.