Air

AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and command outputs.

Air is a toolkit for optimizing tool outputs for AI consumption by intercepting outputs at the source and filtering noise before it enters the context window. Provides intelligent compression for file content, command outputs, search results, test reports, web pages, and more with 40-90% token savings while preserving essential information.