Headroom - compress AI agent input for reduced token usage w/out harming output

Headroom is a library that compresses tool outputs, logs, files, and RAG chunks before they reach the LLM, reducing tokens by 20% for coding agents and 60-95% for JSON data, while preserving accuracy.