생산성 도구 · DeepSeek Harness 플러그인 — 232 페이지

DeepSeek Harness 消耗统计插件：设置页「消耗统计」展示 Token 用量 KPI、半年活跃贡献热力图、按模型堆叠柱状图与模型环形图（Host 预热扫描 + RPC，只读重算会话日志）

DeepSeek Harness plugin: aggregate token usage + estimated cost across all sessions, by day/week/model/workspace/session.

DeepSeek Harness Web 插件:侧边栏「使用统计」按钮 + zcode 风格用量页(按天/按模型的 tokens、会话、消息、活跃热力图)。

Token usage statistics for the DeepSeek Harness web UI: a sidebar-footer entry above Settings with time filters (today / 24h / 7d / 30d) and a durable localStorage ledger that survives session deletion.

DSH user addons: file drop-upload, archived-session manager, model/token usage dashboard (auto-loads with the web profile)

DeepSeek Harness (dsh) plugin: user management (database or LDAP) plus per-user session isolation. Adds a login gate, HTTP-level authorization of /api methods, and an admin user console.

DSH Web 客户端插件：在会话左侧显示用户消息快速跳转竖带（类 Codex 会话目录）。

Let the AI know you. 让模型主动记下你的判断依据（原则/红线/工作方式），跨会话复用 —— 有容量、会遗忘、每条都说得出为什么记。

V Token Insight · Token 洞察 —— DSH Web 会话 token 统计插件：第三页签（KPI/图表/每轮明细）+ 回复尾部轻量消耗显示 + 跨会话 Token统计总览（侧栏座位入口，全会话 KPI/工作区/会话/时间/模型维度 + 本地逐步账本）+ 按可维护价目表的费用折算

DeepSeek Harness plugin: persist every conversation and log inside the workspace folder so copying that folder to a new machine restores all sessions (including the workspace name)

DSH 收尾裁决面插件：任务收尾 claims 清单交给机器裁决（build/api/file/manual），被证据反驳的 claim 自动记入失败样本库

Engineering verify gate for DeepSeek Harness: configured commands are authority; dirty receipts block conclude.

Goal-completion verification gate for DeepSeek Harness: intercept update_goal(complete), run workspace verification commands, and only let the goal close when they pass

Three-plane probabilistic verifier for DeepSeek Harness: session-model scoring with tiered logprob/sample/template judges, seeded tournament best-of-N, and layered context reflux.

omp-style vibe mode for DeepSeek Harness: the session becomes a read-only director that drives persistent fast/good worker subagents

Self-contained vocabulary flashcards for DeepSeek Harness web sessions

DeepSeek Harness plugin: vim-style conversation paging in the web UI (d / u / gg / Shift+G).

Global upload + configurable vision recognition for DeepSeek Harness (DSH): a composer upload button in every session, automatic image recognition with a user-selected vision model, and fallback chain support.

DSH Computer Use (vision + desktop control, auto-detects Windows native or WSL): see the Windows screen through the agent vision channel, drive mouse/keyboard with a Codex-style blue overlay (Esc to abort), plus a composer status pill.

Vision + Android UI automation plugin for DeepSeek Harness: gpt-5.6-luna screenshot understanding and real-tap mobile app testing via adb

Vision 台架：会话区调试/上位机点表（按段添加地址），共享任务与时间线，并安装「台架模式」Agent 预设。

Transparent image guard + vision analysis for DeepSeek Harness: text-only models read pasted images without the 400 session deadlock.

常驻视觉服务：直连视觉模型（默认 opencode-go/minimax-m3，回退 zai-coding-cn/glm-4.6v）。describe_image / subagent_vision 工具 + 粘贴图片自动转译（llm/stream 钩子）+ 输入框视觉状态小胶囊与详情页（活动日志：指令/思考过程/输出）。零子代理、零 agent 上下文开销，按会话记忆窗支持视觉追问与验收。

Vision for text-only DeepSeek Harness agents: delegate image reading to a one-shot subagent on a configurable vision route (MiniMax / Kimi / any OpenAI-compatible provider), keeping image bytes and the vision model's context out of the main session.