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dsh-prometheus

admin-security Updated 2026.08.25

Run the following command in DeepSeek Harness:

dsh plugin install xxiaoxiong/dsh-prometheus

Paste the following prompt into your AI chat to install this plugin:

To install this plugin in DeepSeek Harness, please use the command dsh plugin install xxiaoxiong/dsh-prometheus. Source: https://github.com/xxiaoxiong/dsh-prometheus

About this plugin

Developing and operating DeepSeek Harness often presents challenges regarding observability, making it difficult to monitor Agent status, tool efficiency, and potential errors in real-time. The dsh-prometheus plugin addresses this by providing standard Prometheus metrics endpoints and ready-to-use Grafana dashboards, significantly simplifying system monitoring. It not only precisely tracks critical metrics such as active sessions, Agent turns, background jobs, and LLM request rates but also incorporates strict privacy protection to ensure no sensitive data—such as system prompts, conversation content, or tool execution results—is leaked.

Use Cases

  • Real-time monitoring of DeepSeek Harness Agent status and performance metrics.
  • Analyzing LLM request latency, tool success rates, and system throughput.
  • Quickly identifying anomalies and bottlenecks in Agent execution via Grafana dashboards.

Best For

  • DevOps engineers responsible for DeepSeek Harness deployment and maintenance.
  • Developers needing deep analysis of Agent behavior and performance.
  • Operations staff focused on system observability and data security.