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DeepSeek Harness 会话费用统计插件:本会话成本、当日费用、历史记录与官方价格同步,支持多厂商多模型价格计费(内置 90+ 模型价格目录与自动匹配)、主流 Coding Plan 订阅额度查询与显示(9 家,含 SCNet Token Plan 本地 Credits 计量与火山方舟 Volcano Ark Coding Plan AK/SK 签名查询)、自定义 Provider 余额查询(可配任意 HTTP 端点)与余额进度条、峰谷计价时段显示与切换前弹窗/系统通知提醒(位置/提前量/类型可
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Token usage, provider accounts, session cost estimates, budgets, and exports for the dsh web GUI
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DeepSeek Harness vision enhancer: raises image limits to the official DeepSeek values, raises the per-model request image budget for DeepSeek-V4.1-Flash, and provides high-resolution tiled image reading via a dedicated tool.
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DeepSeek Harness QoL plugin for the local Qwen3.8 line (27B, Flash-Next): per-request thinking budgets on both llama.cpp and NInfer dialects, vision + tools, and a compaction backend whose summaries stop burning the output cap on thinking.
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Custom convenience suite for the dsh web GUI: appearance, timeline, folders, prompts, session export/search, Mermaid, quote reply, usage analytics, local budget, key-free backups, and a Ctrl/Cmd+K command palette; dual-face plugin mounted without dsh source changes.
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API 用量/费用/余额仪表 — DeepSeek Harness 网页插件:按钮式用量条实时报价并显示余额;面板含按模型堆叠柱状图(当日逐小时×峰谷档位、官方调价按生效区间计价)、官方账单(platform.deepseek.com 今日/本月真实扣费)、消耗段位与梁祖分享卡片、上下文压力预警 + 一键压缩、预算提醒与检查更新/一键更新,并持久化跨会话账本。
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Delegate light subagent tasks to cheaper models: automatic Flash/Pro routing for DeepSeek Harness subagent calls, with /delegate overrides, budget caps, and a routing-ledger panel.
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DSH JSON Schema validation tool: validate, failure paths, static explain, default-only normalize; zero-network, zero-dynamic-code with resource limits and a pattern ReDoS worker budget
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Token cost tracker for DeepSeek Harness -- track usage, calculate costs, budget warnings
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Evidence-first token cost ledger and budget checks for DeepSeek Harness
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DSH token usage & cost ledger: per-session aggregation, official multi-vendor pricing (peak/off-peak aware), budget control, cost-intelligence insights (projections, anomaly detection, health score, attribution), Prometheus metrics, SSE dashboard
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DSH plugin (NInfer engine only): fixes compaction failure on local qwen3.8-27b gateways served by NInfer — xhigh thinking burns the entire output token budget, so thinking is off for compaction-only, with the model's non-thinking sampling parameters; the same idea applies to other launch methods
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Decision-driven AI company orchestration with HR governance, monetary budgets, model discovery, and deterministic audit for DeepSeek Harness
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Local-life toolkit for DeepSeek Harness agents: budget planning, bill splitting, unit-price and discount math, common unit conversions (incl. jin/li/chi, C/F), expense-ledger summaries, loan amortization (equal-payment / equal-principal), and trip checklists
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Two-phase session captioning for the DeepSeek Harness: instant keyword captions while the conversation is busy, budget-model refinement when it goes idle.
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SLI/SLO/错误预算:定义可衡量的可靠性目标、错误预算告警、SRE 实践。受 wshobson/agents(38k★ MIT)启发。
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Durable per-session and agent-tree Token admission budgets
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Memory Standard Protocol (mm) for the DeepSeek Harness: layered MEMORY.md + deterministic budgets + frozen snapshots + cross-agent markdown/URI interop + session-log digestion. Ships as a dsh bundle (tools: mem_read, mem_write, mem_search, mem_budget, mem_digest) and a standalone CLI.
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Conversational bookkeeping plugin for DeepSeek Harness: record expenses/income by chat, query the ledger, run reports, export CSV/HTML, and track monthly budgets.
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DeepSeek Harness plugin: LLM cost metering with budget enforcement (deny/warn), peak-valley pricing and a live usage dashboard
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50-30-20预算
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DeepSeek Harness 模型额度与 Token 统计面板:只显示 DeepSeek 账户余额,并按日汇总所有 Provider 与模型的 Token 用量。
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接口延迟预算
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Cost governance & budget enforcement for DeepSeek Harness: multi-provider pricing, per-model cost accounting, budget quotas with soft/hard thresholds, and cross-session trends.