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Composer stats strip for the DSH Web UI: official CNY pricing with auto-synced peak/off-peak tiers, per-model accounting, live timers, subagent-tree merging, DeepSeek account balance, budget alerts, and streaming cost estimation.

DeepSeek Harness 웹 GUI용 비용 추적 플러그인 — 스냅샷 고정 턴당 가격 책정, 계정 잔액 및 라이브 비용 예측

dsh용 DeepSeek 사용량 요금 측정기: 이 세션의 비용, 실행 중인 요금제, 변경 시점 및 뒤에 있는 계정 잔액 — 작성기 아래 한 줄

DeepSeek Harness 플러그인: 로컬 SQLite에서 AI Monitor 잔액/사용량 조회 — 비용을 인식하는 에이전트, AI Monitor 프록시를 통한 자동 기록

Track token spend and enforce budgets for every model call your dsh agent makes.

Adds a sidebar panel to the DeepSeek Harness web UI that reports token usage and cost straight from DeepSeek's own usage API (today's spend, 7/30-day trends, today's hourly split, a history table, cost breakdown, peak/off-peak tier pricing), plus per-session detail from local logs. Zero-config: it reads the browser sign-in for the official figures, and falls back to local session logs with the source labelled.

Tracks DeepSeek Harness LLM token usage and cost (CNY, peak/off-peak pricing) with a settings dashboard, agent tools, HTTP API and persistent storage.

Cost overview, peak/off-peak hours indicator, balance on dashboard, off-peak scheduling for DeepSeek Harness.

Floating cost crystal for the Web UI: balance card, real-time tok/s, peak/off-peak billing countdown, last-24h spend, and a 🔮 next-message cost forecast, all timezone-aware.