金融データ · DeepSeek Harness プラグイン — 26 ページ

Sidebar context/billing dashboard for DeepSeek Harness: live context ring, per-session usage & spend, account balance and token-plan quota readouts across configured LLM channels.

DSH 会话上下文统计面板：统计每个会话的消息数、轮次、工具调用、字符数与预估 token，生成全量/按项目上下文报告，帮你看清上下文消耗大户。Context usage dashboard for DeepSeek Harness — per-session message/token statistics and context reports (zstd + plaintext logs).

DSH 上下文注入审计插件：统计 AGENTS.md 指令链 / 技能目录 / 工具 schema / MCP 工具的 token 成本，检测重复与冲突；原生 Context Doctor 面板 + context_audit 工具。

Real-time context occupancy meter for DSH Web: draggable compact/detail panel, per-tool usage, settings-editable cost table (CNY/USD, flat or peak/off-peak), per-provider usage and token totals

Contract check for DeepSeek Harness plugins: statically verifies that registered tools' output.render() returns ContentBlock[], and warns when a session event type falls outside the kernel vocabulary. Warn-only. 契约体检插件（不检测恶意）。

DeepSeek Harness (dsh) plugin: track how much the current conversation costs in real time. Reads the real token usage recorded in the session log and estimates the cost per DeepSeek V4 official pricing, splitting peak vs off-peak calls by their actual timestamps. Shows the amount in the sidebar footer and inside Cordis run cards.

Per-conversation DeepSeek API cost badge for DeepSeek Harness: a zero-dependency session projection pricing each LLM step against the official rate card, with a live cost badge and hover card in the web conversation header.

Real-time cost tracking for the current DSH conversation: a composer-dock line showing the running token usage and DeepSeek official price estimate (base and peak/valley pricing).

Cortex — 低成本高质量多模型递归任务编排、模型评测与智能路由平台（DSH 插件）：任务画像/策略匹配/递归拆解/动态路由/四级质量门控/批量监督/恢复引擎/预算控制/策略沉淀/KPI

Evidence-first token cost ledger and budget checks for DeepSeek Harness

DSH Cost Audit — per-turn and per-session token/CNY cost pills for the DeepSeek Harness Web GUI, including the compaction bill nothing else counts, plus a one-click advisor that re-measures whether its own advice actually saved money.

DeepSeek Harness 输入框下方的 iOS 风格统计条：一键展开查看会话花费、账户余额、缓存命中与 Token 用量。

DSH plugin: visible cost/balance stats pill below the composer, with settings page and one-click reset. Fixed fork-level issues of dsh-cost-balance (slot id collision, missing ctx, invisible 5px bar).

dsh profile plugin: /cost — cumulative token usage and estimated monetary cost for the current session, plus a floating web UI cost chip (peak/off-peak time-of-day pricing)

DeepSeek Harness (dsh web) 成本潮汐观测插件:余额卡片、波峰/低峰状态与切换倒计时、近24h消耗、本会话费用,以及(后续)用量预测。

Cost governance & budget enforcement for DeepSeek Harness: multi-provider pricing, per-model cost accounting, budget quotas with soft/hard thresholds, and cross-session trends.

Auditable usage, cost, token, cache, balance and pricing analytics for DeepSeek Harness.

Session spend for the DSH Web client: a composer-stats pill that prices the durable tokenUsage projection with user-configured unit prices.

DSH Web GUI plugin: DeepSeek session cost estimate + account balance in the bottom status bar (live official pricing, per-session/per-model billing)

DeepSeek Harness Web GUI plugin: real-time spend for the current session, priced from per-model token rates and shown as a pill under the composer

DSH 费用监控插件:屏幕顶部实时显示当前对话的估算费用,按模型单价与峰谷时段计价。

DSH plugin: smart model routing by task complexity — simple tasks use cheap models, hard tasks use powerful ones. Tracks spending and enforces budgets.

DSH Web plugin: a session API-cost + account-balance pill merged into the official composer stats row, with a click-open breakdown panel. Host half registers a `costPill` session projection and a loopback-only balance route; browser half renders it through the slot runtime.

Cost-saving companion for DeepSeek Harness: peak/off-peak schedule advisor, cache-hit analysis, budget caps with alerts, real-time composer.dock status bar and cost panel.