dsh-token-usage

When using LLM APIs in DeepSeek Harness, have you ever struggled to track the token consumption and costs of each call clearly? As API usage increases, the lack of visual monitoring can lead to budget overruns and performance issues. The dsh-token-usage plugin was designed to solve this problem by automatically recording all model requests and providing an intuitive full-screen statistics panel, giving you an overview of usage at a glance. Both developers and team managers can easily review call history to avoid unnecessary waste.

The plugin's core strength lies in its robust data tracking and analysis capabilities. It supports second-level time range queries, multi-dimensional filtering (such as by provider, model, status code), and precise filtering by session ID. The panel includes sorting, grouped statistics tables, and CSV export for further processing. Importantly, it uses local indexing and secure masking for API keys to ensure data privacy, while automatically fetching the latest pricing from official sources for accurate cost estimation.

It is particularly suited for individual developers, technical teams, and project managers who frequently use DeepSeek Harness for LLM development and need to monitor API performance, analyze usage patterns, or optimize expenses. If you require clear data support for making informed decisions, this plugin simplifies complex token usage management, making it an efficient tool to enhance productivity.