LLM Cost Optimizer

What this skill does

This skill audits an LLM application's prompts, call patterns, and model selection to identify cost reduction opportunities. It covers prompt caching, model routing (right-sizing), token reduction, batching, and output length control — the techniques that typically cut LLM costs by 40–80% without sacrificing quality.

How to use

Claude Code / Cline

Copy this file to .agents/skills/llm-cost-optimizer/SKILL.md in your project root.

Then ask:

• "Use the LLM Cost Optimizer to audit our AI application."
• "How can I reduce our OpenAI API costs? Here are our prompts..."