rtk-optimizer

Wrap high-verbosity commands with RTK to reduce token usage.

5.7k|744|Updated Jan 9, 2026
One-click install
npx skills add https://github.com/FlorianBruniaux/claude-code-ultimate-guide --skill rtk-optimizer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: rtk-optimizer
Source: https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/main/examples/skills/rtk-optimizer
Command: npx skills add https://github.com/FlorianBruniaux/claude-code-ultimate-guide --skill rtk-optimizer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically reduces token usage by wrapping high-verbosity commands with RTK, minimizing unnecessary output and cost.

Core Features & Use Cases

  • Detects high-verbosity commands in user requests
  • Suggests RTK wrappers when applicable
  • Executes RTK after user confirmation
  • Tracks savings per session
  • Example Use Case: A developer runs a long git log and wants token reduction

Quick Start

Run a high-verbosity command and let RTK propose an optimized wrapper to reduce token usage.

Frequently Asked Questions about rtk-optimizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I reduce token usage from verbose git commands in my terminal?

Reduce token usage from verbose git commands by automatically wrapping them with RTK. The tool detects high-verbosity outputs, proposes an optimized wrapper, executes it after confirmation, and tracks token savings per session.

What is command optimization and how does wrapping shell commands work?

Command optimization minimizes unnecessary terminal output to cut token costs. It works by detecting high-verbosity shell commands across Git, package managers, and build tools, then wrapping them with RTK to suppress excessive output before execution.

Can I optimize file operations and package manager outputs automatically?

Yes, you can optimize file operations and package manager outputs automatically. The tool detects high-verbosity commands across these environments, suggests an RTK wrapper to minimize verbose outputs, and executes it upon your confirmation.

What's the best way to cut token consumption for build tool commands?

The best way to cut token consumption for build tool commands is using RTK wrappers. The tool automatically identifies high-verbosity build commands, suggests an optimized wrapper to minimize output, and tracks the resulting token savings.

Do I need to manually configure RTK for every high-verbosity command?

No, you do not need to manually configure RTK for every high-verbosity command. The tool automatically detects verbose commands in your requests, suggests the appropriate RTK wrapper, and applies it after your confirmation to streamline token reduction.

Why does my shell command optimization not track savings per session?

Shell command optimization tracks savings per session by automatically wrapping high-verbosity commands with RTK. If tracking fails, ensure the wrapper is properly executed after confirmation, as the tool logs savings based on successful wrapped executions.