Reduces Claude Code token consumption by 60-90% through intelligent command output compression and filtering.
RTK is a performance-focused proxy for Claude Code that transparently intercepts Bash commands to minimize token usage. By filtering redundant data from Git status, Docker logs, test runners, and file operations via a PreToolUse hook, it allows developers to stay within rate limits and reduce costs without changing their workflow. The skill operates automatically in the background while providing detailed analytics via command-line tools to track token savings, project discovery, and monthly quota usage.
主要功能
01Transparently intercepts Bash commands via PreToolUse hooks
02Reduces token consumption by up to 90% for test outputs and file reads
03Ultra-compact mode for aggressive output reduction
041 GitHub stars
05Supports intelligent filtering for Git, Docker, Kubernetes, and test runners
06Provides detailed savings analytics and monthly quota tracking
使用场景
01Extending daily AI rate limits by minimizing the payload of every command execution
02Managing large monorepos where standard Git commands consume excessive tokens
03Optimizing long test runner outputs to focus Claude's attention only on failures
