token-cost-analyzer

What problem does it solve?

This Skill helps users understand, track, and reduce their spending on Large Language Model (LLM) APIs by analyzing token usage and providing optimization strategies.

Core Features & Use Cases

• Cost Auditing: Analyze historical API costs, breaking them down by model, operation, and time.
• Optimization Strategies: Provides guidance on selecting cost-effective models, optimizing prompts, controlling response length, and leveraging caching.
• Use Case: A development team notices a surge in their AI service costs. They use this skill to identify which operations are most expensive and which models are being overused for simple tasks, then implement prompt optimizations to reduce token consumption.

Quick Start

Analyze the token costs for the last month to identify the most expensive operations.