monitoring

Energy & carbon metering for DeepSeek Harness: per-turn/per-request energy, cache carbon savings, electricity cost.

Real-time chain-of-thought anchoring monitor & intervention plugin for DeepSeek Harness: three-band (spec/mixed/react) fingerprint detection, L1 hint / L2 reset / L3 restart interventions, liquid-glass web overlay + rheostat bar, standalone monitor process with JSONL experiment logs.

Developer tool: live token usage & cost monitoring for DeepSeek Harness - consumed tokens for the current session and across all sessions, read from token-meter projections. No model calls.

DeepSeek API 用量监测 DSH 插件：悬浮球 + 展开面板，展示开放平台真实余额、累计消费、今日消费、请求次数、Tokens 与分模型用量，支持手动登录获取 userToken。

A corner HUD for DeepSeek Harness that shows your session's token pressure, per-model cost, and daily/monthly usage at a glance, with an editable budget and balance that tracks spending for you. 右下角常驻的 Token 仪表盘：实时看会话压力、按模型估算花费。预算和余额点一下就能改，每天每月用了多少都有记录。

Ollama 监控与测评平台 · DeepSeek Harness (DSH) 插件组合包：agent 工具 + Web 设置页面板（npm: ollama-monitor）

DSH workspace monitor — command-driven PollingMonitor plugin

DeepSeek Harness Web GUI Token 用量展示插件：单会话胶囊 + 全局每日/按模型消耗面板（只读日志，零配置）| Token usage display plugin: per-session pill + global daily/per-model consumption panel

DSH Web composer stats strip: official CNY pricing with auto-synced peak/off-peak tiers, per-model accounting, live LLM/tool timers, agent-team tree merge, DeepSeek balance, budget alerts, streaming cost estimates

DSH plugin: precise API usage statistics (tokens, cost, cache hit rate, per-model breakdown) with multi-provider balance & quota monitoring (OpenCode, DeepSeek).

🎯 BigFocus 追踪管家 - 商品价格/明星动态/行业追踪 | Price tracking, monitoring, alerts

DeepSeek Harness 环境体检插件：磁盘/内存/延迟/~/.dsh 膨胀/插件版本落后检测，历史基线趋势，只读不删。

Read-only model request concurrency monitoring for DeepSeek Harness

DSH Skill for discovering and safely authoring Relay Monitor Bundles.

Identity-safe process monitoring capability for Relay on DeepSeek Harness.

Time deadline Monitor Bundle extension for Relay on DeepSeek Harness.

DSH (DeepSeek Harness) Agent 实时看板：主 agent 与子代理树形层级监控 + 停滞自动告警 + SSE 实时推送，点击直达会话

DSH Web GUI 系统性能看板：小悬浮窗实时展示 CPU/内存/磁盘/网络/负载/GPU，host 零依赖采集，占用极小

DSH-Plugin: structural observability layer - real tool/skill usage recording (tools/result), skill-catalog audit, watchdog. No model self-reporting.

Task-monitoring notification plugin for DeepSeek Harness (dsh): turn/end alerts, human-confirmation with timeout escalation, SAPI voice, HTTP/A2A/MCP channels — zero-dependency build-free bundle

DSH 插件：常驻 API 用量监控 —— DeepSeek/SiliconFlow/OpenCode Go/火山引擎 余额与配额、会话树 token 与花费（侧边栏入口 + 浮动窗）

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Prometheus and Alertmanager tool plugin for DeepSeek Harness

Turn watchdog for DSH: detects stuck turns and injects a quiet warning.

DSH 静态 Host 插件：Web 界面右下角实时监控 token 用量与 DeepSeek 账户余额

DeepSeek Harness (dsh) plugin: token usage accounting and account balance with a live status card in DSH Web