rtk

RTK is a high-performance CLI proxy that filters and compresses command outputs to significantly reduce LLM token consumption. It supports over 100 common commands and integrates seamlessly with major AI coding tools through transparent shell hooks. By removing noise and summarizing data, it helps developers maintain context while minimizing costs and latency.

RTK (Rust Token Killer) is a high-performance CLI proxy designed to significantly reduce LLM token consumption by filtering and compressing command-line output. By acting as a transparent middleware between AI coding agents and the shell, it optimizes data streams from over 100 common commands, achieving 60-90% token savings with less than 10ms of overhead. The project prioritizes efficiency and seamless integration, utilizing a Rust-based binary and automated shell hooks to ensure that AI assistants receive only the most relevant information without requiring manual intervention from the user.