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Unofficial Cursor subscription chat: Host-owned CLI session login, a displayed model catalog, and subscription usage rails. Cursor staff treat this class of private-client usage as against ToS.

Weak-network adaptor: transparent long-backoff model-stream retries (10-min cap), local response replay cache, heartbeat auto-reconnect, and degraded-mode token economy, with a bilingual (zh/en) settings page.

Automatic provider failover on rate limits or quota exhaustion: switch between providers with configurable per-provider models, a cooldown, and a permanent last-entry fallback.

Connect a sub2api gateway to DeepSeek Harness: OpenAI-compatible multi-provider routes (OpenAI / Claude / Grok / Gemini) behind one base URL, with per-key model discovery, usage lookup, and global vision/image tools.

Settings-page usage dashboard: per-provider/model token summary across all sessions, with today/7-day/30-day CSS-bar trends and a cache-hit rate.

MiniMax token-plan quota dock for the Web UI: a drop-shape 5h-usage % chip in the conversation input area, click for a detail panel listing every model's 5h & weekly usage and reset countdown, auto-hidden when the active default model is not a MiniMax model.

Composer cost chip: prices the current session DeepSeek API spend message-by-message with the official pricing table (incl. the 2026-08-17 peak/off-peak policy); hover for the breakdown, today (DSH) total and account balance. DeepSeek models only.

Vendor-based usage dashboard: per-provider token/cache/output KPI, a 53-week heatmap, trend chart with hourly "today" view, model drilldown, cost estimation, CSV export, and health cards (TTFT, generation speed, peak context, error rate).

Session cost estimate in a status bar at the bottom of the conversation (per-model token pricing, CNY) plus the live DeepSeek account balance via the official balance API.

Official-style composer model trigger with a floating reasoning-effort slider popup.

Animated Claude-style reasoning-effort slider and model picker that replaces the native DSH model selector.

No-setup mode for the DSH web UI: hides advanced surfaces, auto-applies best defaults (chat mode, full access, account balance), and one-click role-play personas (maid/butler).

Windows desktop launcher for DSH with a whale-girl icon, background server startup, and a Chromium app-mode window without browser chrome.

Session header badge showing DeepSeek peak/off-peak status, per-model token prices on hover, and real session/turn costs from actual usage.

dsh-oauth 및 DeepSeek Harness용 OpenAI Codex OAuth 프로바이더 및 모델 어댑터

DeepSeek Harness 웹 기능 인터페이스(ctx.web)를 위한 Brave Search API 기반 검색 프로바이더. 검색 1회당 HTTP 요청 1회 - 모델 턴 소모 없음

로컬 AI 코드 리뷰 게이트: 관리형 ocr.js를 통해 워크스페이스/브랜치/커밋 diff를 리뷰하고 토큰 통계와 함께 구조화된 발견 사항을 반환; gate 모드에서는 발견 사항이 있으면 실패 처리

tmux 창을 직접 제어: list/send-keys/capture, watch 모드로 창에서 장시간 작업 실행, 승인 게이트가 적용된 파괴적 명령

Claude Code 스타일 생명주기 훅: 모델 도구 호출 전후에 stdin으로 JSON 페이로드를 전달받아 설정된 셸 명령을 실행; pre-tool 명령이 0이 아닌 값으로 종료되면 호출을 차단

모델을 위한 세션 간 메모리: 과거 모든 세션을 전문 검색(ctx.sessionQuery를 통한 SQLite FTS5)하고 가장 잘 일치하는 발췌를 현재 컨텍스트로 가져옴