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Shows MiniMax Token Plan usage beside the DSH Web UI model selector with compact 5h/7d bars, click-to-refresh, automatic idle and heartbeat refreshes, and endpoint fallback. Reuses subscription keys configured under Settings → Model and appears only for MiniMax Token Plan providers.

Provider balance and quota status bar for DSH Web, with model capability settings, external JSON health monitoring, visual field binding, and per-model status details.

Local-first personal usage insights in Settings, with 1/7/30-day token heatmaps and a 30-day calendar, token composition, model mix, and skill-call status.

Aipx toolkit: skills plus a Hub Console that fronts every MCP server with ~4 meta tools — server pool health, per-tool enable/disable, a tool catalog, and a search playground showing exactly what mcp_search hands the model.

Erii (Sakura) themed boot splash animation — falling sakura petals, a mint monster mascot with a blossom on its head, and a soft pink progress bar; fades out after ~3 seconds without blocking input.

Renders local audio/video paths as inline, playable previews in DSH chat: replaces paths with <audio>/<video> players backed by same-origin /api/media-preview/* route, with explicit error statuses.

Input prediction for the DSH composer: your next prompt suggested as ghost text after each turn, accepted with Tab. (autocomplete / input prediction / prompt suggestion)

Composer button that opens a panel listing every skill available to the current session with Chinese titles, purposes and usage examples, and lets you catalogue newly installed skills in one click (saved locally).

Layered syntax highlighting for bash/pwsh command and read code output in the DSH web GUI (VS Code Dark+ palette: keywords/strings/numbers/functions/comments each get a color); colors only what it recognizes, keeps tables/logs plain; pure frontend, zero token overhead.

Top-centered weather bar for the DSH Web UI: geolocation, current conditions, 12h/7d forecasts and severe-weather notifications via Open-Meteo (free, no API key).

Right-side message navigation rail for DeepSeek Harness: per-message tick marks, hover-to-expand preview drawer, smooth jump to any historical message, star bookmarks, realtime slide animation with interrupt support, full session index with virtualization, dynamic panel avoidance, official --dsw-* token styling.

Resident Web overlay seat with its own assistant session: chat, images, reminders, a duty heartbeat, and on-demand read-only task reference.

Version badge above the sidebar settings button: shows the current dsh version, expands to list every core package version, and checks npm for updates with one-click deploy.

Weather dashboard for the DeepSeek Harness Web GUI with city switching, current conditions, an eight-hour trend, and a five-day forecast.

Configurable statistics row below the composer via a ${variable} display template — which segments appear and how they are labelled is fully user-defined.

Browse the DSH skill library from a floating-ball panel: categories, Chinese descriptions, instant search, full SKILL.md viewer, and an automatic skill-failure ledger driven by tools/result events.

In-session "Files" tab (conversation.view, order 20) for dsh Web that browses the active session's workspace directory with breadcrumbs and previews files inline — sanitized Markdown (marked + DOMPurify), images, line-numbered text and PDF — served by read-only /dsh-files host routes registered on ctx.webServer; no write endpoints. Bilingual zh/en.

Adds deliverable-file buttons to the end of each agent turn (opens files with the OS default app) and a floating dot rail for jumping between conversation turns.

Draggable weather bar in the shell overlay with forecast and geocoding from Open-Meteo; the position persists across sessions.

Full workbench fork of dsh-better-sidebar: explorer, editor, terminal, Git, browser and split panes, plus a VSCode-like shell refactor with a full-width compact header and activity rail; publishes as @all3cn/dsh-better-sidebar-n23 on npm.

Keeps a local model's context at a size the GPU handles well: measures prefill speed on every request and, before each step, warns or compacts early on a hard token ceiling, an observed time-to-first-token budget, or a predicted cold-prefill budget; /context-budget shows the numbers and the cost of compacting now.

Git Ship Done (opengsd-core) reimplemented as host-plane Cordis plugins: replaces the default agent loop with a spec/discuss/plan/execute/verify/ship phase loop.

腾讯 IMA 是一个非常好的知识库应用，但是他们提供的skill版本针对公开知识库的检索方式只提供了基于文件标题的关键字检索，好一阵无语。为了补足在harness的这种知识库检索能力，基于tencent-ima-copilot-mcp迭代了对应的dsh版本。

DSH Web GUI 会话问题导航条：聊天区左缘一问一杠，随滚动高亮当前问题、悬停显示问答预览气泡、点击把该问平滑滚到视口顶（未渲染的更早历史自动翻页加载），无需改动 dsh 本体源码