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ZESCODE
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ZES-cost-tracker

Tracks API token consumption and spending across LLM providers in ZES.

Updated Jul 8, 2026
Search Tags:#monitoring#api#llm#budget#tracking#cost
One-click install
npx skills add https://github.com/ZESCODE/Zes-Orchestration-System --skill zes-cost-tracker
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ZES-cost-tracker
Source: https://github.com/ZESCODE/Zes-Orchestration-System/tree/main/.agents/skills/ZES-cost-tracker
Command: npx skills add https://github.com/ZESCODE/Zes-Orchestration-System --skill zes-cost-tracker

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the lack of visibility into LLM API consumption, helping users track token usage and spending across multiple AI providers to prevent budget overruns.

Core Features & Use Cases

  • Usage Monitoring: Tracks real-time API consumption stats from the ZES routing infrastructure.
  • Budget Management: Provides visibility into session costs and provider-specific spending.
  • Use Case: Use this tool to audit your daily token usage across different models to ensure you remain within the free tier limits of your configured providers.

Quick Start

Ask the ZES cost tracker to display the current API usage statistics and session costs for your active LLM providers.

Frequently Asked Questions about ZES-cost-tracker

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

FAQPage Schema
How do I track LLM API token usage and spending across multiple providers?▼

LLM API spending limits are managed by tracking real-time consumption stats and provider-specific spending. This provides visibility into session costs, ensuring usage remains within configured free tier limits to prevent budget overruns.

How do I monitor API costs for different LLM models to stay within free tier limits?▼

You monitor API costs by auditing daily token usage across different models through a routing infrastructure. This tracks real-time consumption stats to ensure you remain within your configured provider free tier limits.

Do I need a local proxy to monitor LLM API spending and token consumption?▼

Yes, monitoring LLM API spending requires access to local proxy health and usage endpoints. The tracker aggregates usage metrics from these local proxy services to facilitate budget management and cost-effective model routing.

What is the best way to audit daily token usage across multiple AI providers?▼

The best way to audit daily token usage is to track real-time API consumption stats from a routing infrastructure. This monitors usage metrics from local proxy services to aggregate and report financial data across providers.

Can I manage budget limits and route models cost-effectively based on API consumption?▼

Yes, you can manage budget limits and facilitate cost-effective model routing. By monitoring usage metrics from local proxy services, the system tracks API spending and token consumption to help control budgets across providers.

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