dsh-token-anxiety: DeepSeek Harness Task Cost Tracking Plugin
`dsh-token-anxiety` is a DeepSeek Harness plugin designed to provide visual monitoring of token consumption and costs. This tool supports real-time tracking of task costs and checking DeepSeek pricing status, and it supports multiple currencies as well as light and dark mode switching. Users can install it via the terminal, and after restarting the server, they can view a cost overview or run a one-click analysis below the chat editor. The plugin includes security verification and rate limiting to prevent abuse, making it suitable for developers who require fine-grained cost control.
Read Moredsh-token-cost: DSH Plugin for Tracking LLM Token Usage and RMB Costs by Project
`dsh-token-cost` is a DSH plugin maintained by gdy01 for tracking token usage and RMB costs in local LLM projects. The plugin reads local session logs, aggregates data by project and model, and provides a web interface and local API for display. Core features include reading and decoding `session.jsonl` files, aggregating token usage, and calculating costs based on DeepSeek's official price list. Installation requires specifying a subdirectory, and the plugin is MIT-licensed.
Read MoreWindow Stats: Cross-session Statistics Plugin for DeepSeek Harness Web
wellorbetter/dsh-plugin-window-stats is a local, read-only, MIT-licensed plugin for DSH Web, designed to address the lack of a global observation panel when running multiple sessions in parallel. The plugin requires no external network requests and does not write session data, providing a full-window overview, session analysis, and a right-side drawer view. Core features include real-time monitoring of session progress and token usage, as well as cost estimation based on DeepSeek's official pricing (distinguishing between V4-Flash/Pro and cache hit status), supporting currency switching between USD, CNY, and others. Additionally, the plugin offers token trend charts, tool execution time distribution, heatmaps, and summaries for each round of tasks, while continuously displaying the running count and total consumption at the bottom of the sidebar. Installation is simple via the `dsh plugin` command.
Read Moredsh-token-cost: View DeepSeek usage, costs, and balance on the DSH web interface.
dsh-token-cost is a plugin for the DSH web platform designed to address the scattered nature of token usage, costs, and balances in DeepSeek sessions. It features a draggable whale avatar in the browser. Hovering over it allows users to view the remaining balance percentage via a circular progress bar, while clicking expands a detailed card showing the current session cost, four categories of token usage (input/cache read/write/output), cumulative spending, and the DeepSeek official account balance (including gifted and top-up amounts). Its core advantage is server-side precise accounting: the plugin registers a session projection unit, replays logs event-by-event on the DSH server, and bills according to the actual unit price of the model used for each request. This avoids front-end estimation errors and ensures accurate accounting even when switching models mid-session. Furthermore, it reuses the DEEPSEEK_API_KEY configured in DSH.
Read Moredsh-cost: Evidence-First Token Cost Ledger for DeepSeek Harness
dsh-cost is a plugin for DeepSeek Harness (DSH), designed to address the ambiguity of cost accounting caused by the mixing of information from different sources, by establishing an evidence-first token cost ledger based on persisted `assistant/message.usage` events. This plugin separates routing splits, evidence completeness, budget status, and current context pressure snapshots for clear presentation, and provides explicit fail-open/fail-closed budget checking mechanisms. Its core features include offline CLI cost calculation, a built-in stdio MCP server (exposing `cost_report` and `cost_check` interfaces), and a user-maintained price book support, with prices calculated per million tokens and differentiated between input and output.
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