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Agent billing and usage observability for dsh web: session-log direct-scan recording (zstd, per-event timestamps, watermark + lastSeq double dedup), multi-account rate profiles per provider and model, per-window live badge reading the window session id via React fiber, full glassmorphism dashboard with 14-day sparkline, budget alerts, relay-station balance queries and a 332-model official price library.

One-click brand replacement for the DSH web GUI — logo, product name, version badge, hero headline, tab title and favicon.

Peak / off-peak rate badges for the model selector (every row) and the composer tool row, judged per provider by its own time zone and schedule; the live catalog is served from the host over a fenced route.

Select text in the dsh web conversation to attach it as an annotation to your next message. The source text keeps a dashed highlight with an ordinal badge in place, and the composer summary lists, edits and jumps back to each annotation.

Workspace session monitor: aggregates per-session pending/running/completed state into a sidebar footer badge and a floating per-workspace panel, so switching between workspaces never hides a forgotten session; an additive core seam (upstream-seam.patch)

Balance badge that follows the active model provider: official readings for DeepSeek, Qwen Token Plan and Aliyun BSS, plus Moonshot and OpenRouter endpoints not yet key-verified.

Global cross-session todo inbox for DSH web: any session's agent records human-action todos (merge MRs, approve work orders, reviews) via inbox_add/inbox_done/inbox_list; a sidebar entry shows a count badge and an expandable list to open and complete them, persisted to ~/.dsh/todo-inbox.json.

Sidebar badge and panel that aggregate per-session pending, running, and completed states across workspaces, with one click to open a session.

Inline Command Code plan usage badge in the DSH composer toolbar beside the model selector: 5h and weekly window usage plus remaining credits, clicking the badge opens an upward detail popover with reset countdowns; reuses the commandcode/report remote from @mars-sea/dsh-commandcode-provider.

Pre-install static audits for npm-installable DSH plugins; emits and validates the open `dsh-vet/v1` report with severity, confidence, evidence, derived grades, a CI Action, and auditable badges.

Shows a 0-100 conversation coherence badge and commentary by running parallel contradiction analysis on the live DSH session, with a manual trigger and interval-based auto-analysis (on by default, editable per session or globally).

Sidebar badge and panel that aggregate per-session pending, running, and completed states across workspaces, with one click to open a session.

A pouch of practical micro-plugins for DSH: per-turn wall-clock time injection, safe restart, session ID header badge, Tavily search provider, configurable LLM request-header routes, and an MCP server console managing the official @deepseek-ai/dsh-mcp-client at runtime — add/edit/enable/disable/reconnect, per-tool switches, live status over SSE, mcpServers JSON import, and auto-migration of profile-YAML MCP entries.

재시작을 견디는 안정적인 todo 패널(공식 패널은 쓰기 시에만 다시 렌더링됨 — projection pre-warm로 수정됨) 및 3단계 완료 검증: 증거 존재 → 검증됨, 가짜 증거 → 차단됨, 증거 없음 → 미검증 배지; 공식 동작으로 fallback하는 설정 토글.

DSH Web GUI용 승인 알림 플러그인으로, 대기 중인 승인, 세션 완료, 작업 실패, 연결 끊김에 대해 청각 및 시각 알림(차임, 탭 배지, OS 알림, 독)을 제공합니다.

대화 헤더 배지에 DeepSeek Harness 버전을 표시하고 npm에서 최신 릴리스를 확인해 업그레이드를 안내합니다.

DSH 웹 UI용 오른쪽 아래 余额 배지: 펼치면 현재 선택된 제공자의 OpenCode Go 플랜 한도 또는 DeepSeek 선불 잔액을 가져오고, 로컬 토큰 사용량과 가격 기반 지출 추정치를 함께 보여 줍니다.

DeepSeek Harness용 플로팅 API 잔액 배지: DeepSeek, Moonshot, OpenAI 및 사용자 정의 엔드포인트의 실시간 잔액; 드래그 및 크기 조절 가능, 프로스트 글래스 스타일, 아래 콘텐츠에 맞춰 변하는 텍스트 색상.

호스트 측과 브라우저 측 두 부분으로 구성된 dsh 상태 플러그인: 하네스 런타임 상태(프로세스, 리스너, API 키 존재 여부, 메모리, 가동 시간, 플러그인 목록)를 JSON으로 제공하고 서버가 푸시하는 SSE 알림도 함께 제공, Web UI에서 헤더 배지와 확장 패널로 표시

Web UI의 턴별 USD 비용 배지: 헤더에 세션 총액, 각 메시지 하단에 턴별 비용 표시, 호버 시 상세 내역 제공

DSH web plugin: a CLIProxyAPI (CPA) Codex account monitor — sidebar quota badge (5h/7d), account enable/disable and note/priority editing, failure diagnostics from CPA error logs, and a Settings card for the endpoint and proxies

Customizable inline code rendering for DSH: six paired light/dark presets, audited syntax palettes, optional file icons and badges, typography controls, Font Lab overrides, and dual-tab host-integrated settings.

Chain-of-thought keyword counting and highlighting: per-word count chips with a click-to-suppress switch, per-word colour, text colour and text size, whole-word matching, a badge editor for the chips (size, colour, style, uploaded texture, templates, rese

Ocean-blue theme for the DSH web interface: swimming fish, rising bubbles, a daily-quote ticker above the input box, and a replacement brand area; Settings → Marine Theme exposes 7 groups and 32 options (brand text and size, badge, primary color, watermark, fish, quotes, overall scale) that apply instantly without a reload, plus a two-step reset to defaults.