Сжатие вывода команд для AI-агентов

vibe-coding

rtk is a Claude Code skill that acts as a high-performance CLI proxy, intercepting shell command output and compressing it before the agent reads it — cutting up to 90% of bash output from the LLM context. Built as a single Rust binary with under 10 ms overhead, it supports 100+ commands including `git status`, `git diff`, `cargo test`, `pytest`, `docker ps`, `grep`, `ls`, and `cat`, applying a tailored compression strategy to each: test runs collapse to failures only, `git log` returns hash, author, and subject, and `git diff` strips headers and reduces context. Installation is available via Homebrew, curl, or cargo, with support for Claude Code, Cursor, Windsurf, Cline, Codex, and other AI agents. It's aimed at developers looking to reduce token consumption and speed up agent workflows in large codebases.