cost-report

Summarize API token usage and costs from CSV logs into detailed reports.

17|1|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/aaronjmars/miroshark-aeon --skill cost-report-aaronjmars
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cost-report
Source: https://github.com/aaronjmars/miroshark-aeon/tree/main/skills/cost-report
Command: npx skills add https://github.com/aaronjmars/miroshark-aeon --skill cost-report-aaronjmars

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the need to monitor and analyze API token costs across different models and skills, providing visibility into usage patterns and expenditures.

Core Features & Use Cases

  • Usage Aggregation: Collects token usage data over a specified recent period to calculate costs.
  • Cost Breakdown: Provides detailed cost summaries per skill and per model.
  • Trend Analysis: Compares current costs with previous periods to identify increases or decreases.
  • Use Case: A team wants to review API expenses for the past month to optimize resource allocation and identify high-cost skills or models.

Quick Start

Generate a weekly cost report based on the token usage CSV file without requiring manual configuration.

Frequently Asked Questions about cost-report

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

FAQPage Schema
How do I track API token usage costs from CSV logs?

You can track API token usage costs by processing CSV log files to generate detailed summaries of expenses, usage trends, and efficiency metrics. The tool aggregates token data over specified periods to calculate total costs per skill and model.

How do I generate a weekly cost report for AI model API usage?

Generate a weekly API cost report by feeding your token usage CSV logs into the script. It automatically calculates expenses using token rates and provides a breakdown of costs per skill and per model without requiring manual configuration.

Can I analyze API expenses per model using a CSV file?

Yes, you can analyze API expenses per model by importing your usage CSV logs. The script provides a detailed cost breakdown per skill and per model, utilizing token rates to calculate individual expenditures for comprehensive financial oversight.

What is the best way to compare current API token costs with previous periods?

The best way to compare current API token costs with previous periods is using trend analysis on your CSV logs. It processes historical usage data to identify cost increases or decreases, helping optimize resource allocation for high-cost skills.

Do I need pandas to run API cost monitoring scripts?

Yes, you need pandas installed to run these API cost monitoring scripts. It serves as the underlying dependency for processing the CSV usage logs, calculating token rates, and generating the detailed financial expense reports.