Analytics

Monitor and analyze system traffic, costs, and performance metrics via systemprompt CLI.

24|4|Updated Dec 11, 2025
One-click install
npx skills add https://github.com/systempromptio/systemprompt-template --skill analytics-systempromptio
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Analytics
Source: https://github.com/systempromptio/systemprompt-template/tree/main/storage/files/plugins/systemprompt-admin/skills/systemprompt-admin-analytics
Command: npx skills add https://github.com/systempromptio/systemprompt-template --skill analytics-systempromptio

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires systemprompt-cli, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a comprehensive system for monitoring and analyzing traffic, costs, and performance metrics, allowing for efficient management and optimization of AI operations.

Core Features & Use Cases

  • Traffic and Performance Monitoring: Track traffic sources, geographic distribution, and device usage.
  • Cost Analysis: Breakdown costs by model, agent, provider, and over time.
  • Agent and Tool Usage Analytics: Monitor agent statistics, tool usage trends, and AI request volumes.
  • Use Case: Use this Skill to identify high-cost areas, optimize agent performance, and ensure system efficiency.

Quick Start

Run systemprompt analytics overview to get an overview of your system's analytics.

Frequently Asked Questions about Analytics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I monitor AI request volumes and agent usage statistics?

To monitor AI request volumes and agent usage statistics, use the systemprompt CLI to track agent performance, tool usage trends, and AI request volumes across your system operations.

What is the best way to analyze system traffic sources and geographic distribution?

The best way to analyze system traffic sources and geographic distribution is through the systemprompt CLI, which provides detailed insights into traffic origins, geographic data, and device usage patterns.

How do I break down AI operational costs by model and provider?

You can break down AI operational costs by model and provider using the systemprompt CLI, which delivers detailed cost breakdowns across models, agents, providers, and time periods to identify high-cost areas.

Do I need the systemprompt CLI to track system performance metrics?

Yes, you need the systemprompt CLI and its associated databases installed, as the Analytics Skill requires this dependency to monitor and analyze system performance metrics effectively.

Can I identify high-cost areas and optimize agent performance with traffic analysis?

Yes, traffic analysis through the systemprompt CLI allows you to identify high-cost areas, optimize agent performance, and ensure system efficiency by monitoring cost breakdowns and tool usage trends.

What are the limitations of using systemprompt CLI for agent analytics?

The systemprompt CLI for agent analytics requires associated databases to be present and depends on the CLI environment, meaning it cannot function as a standalone monitoring tool without these core dependencies.