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Vision toolkit for text-only DeepSeek: model-invokable `vision` tool, wrapper adapters for deepseek/opencode-go (v4 flash/pro), Antigravity IDE quota (default, flash/pro) / any OpenAI-compatible VLM / Gemini / local Ollama channels, evidence memory with compaction rehydration, content-hash cache, and a bilingual client panel.

Writes live provider model lists into DSH settings and shows 5h/7d plan windows or metered balance for the current session model.

Token usage statistics for DeepSeek Harness. Per-channel usage with balances and plan quotas for mainstream providers, CNY cost estimates, and daily charts — a settings-sidebar section.

Shows DeepSeek API account balance and Volcengine Ark Coding/Agent Plan quota windows (5h/weekly/monthly with reset countdowns) in the settings panel, composer dock, and a draggable floating refresh button.

Google Antigravity / Cloud Code Assist model provider for DSH with native Web OAuth, real-time quota tracking, and dynamic reasoning effort routing.

DeepSeek Harness plugin: a bottom-right membership-quota pill with a panel showing each AI platform's plan quota. Queries Kimi / DeepSeek / Zhipu directly via official APIs with API keys from the DSH credentials domain, and falls back to registered MCP to

Provider-level web search failover pool for DeepSeek Harness: rotate across 8 free/paid backends (Exa / Tavily / Serper / SerpApi / Jina / DuckDuckGo / SearXNG / Brave) with quota-aware circuit breaking, keeping the native web_search tool. Ships a setting

Live account quota/balance widget for DeepSeek Harness web: DeepSeek API balance plus Kimi For Coding plan usage (weekly + 5h windows, remaining and reset countdowns) in one compact card.

Agent governance suite: policy-based tool gating (allow/deny/ask with wildcards and priorities), a structured JSONL audit trail, and per-agent token quotas against the host token meter, with state under $DSH_HOME/gov.

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.

Bottom-right 余额 badge for the DSH Web UI: on expand it fetches the currently-selected provider's OpenCode Go plan limits or DeepSeek prepaid balance, plus local token usage and pricing-based spend estimates.

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.

DeepSeek API quota panel collapsed into a left-edge handle for the Web UI: click to expand balance, official today's consumption (with platform token) and live conversation cost; fork of dsh-deepseek-quota.

DSH Web 페이지 우측 하단 플로팅 카드에 DeepSeek API 잔액 표시(자동 새로고침 + 수동 새로고침)

DeepSeek Harness Web GUI용 쿼터 모니터: OpenCode Go 요금제 사용량 + DeepSeek API 잔액/사용량을, 좌측 하단에 드래그 가능한 모니터 창으로 표시(호스트 측이 API를 프록시하며 키는 디스크에만 저장)