RTK

Proxy CLI commands to optimize token usage in Claude Code workflows.

5|3|Updated Feb 19, 2026
One-click install
npx skills add https://github.com/N4M3Z/forge-core --skill rtk
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: RTK
Source: https://github.com/N4M3Z/forge-core/tree/main/skills/RTK
Command: npx skills add https://github.com/N4M3Z/forge-core --skill rtk

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

RTK reduces token usage and accelerates Claude Code operations by acting as a token-optimized CLI proxy that rewrites commands for efficiency.

Core Features & Use Cases

  • Token savings analytics: gain, history, and transparent usage tracking.
  • Hook-based command rewriting: automatic rtk-wrapped command execution across workflows.
  • Broad workflow support: improves build, test, and deployment steps in Claude Code environments.

Quick Start

Install RTK, then prefix your commands with rtk to enable token-optimized execution.

Frequently Asked Questions about RTK

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

FAQPage Schema
How do I reduce token usage when running CLI commands in Claude Code?

To reduce token usage in Claude Code, you can use a token-optimized CLI proxy that rewrites commands for efficiency. This approach wraps your commands to minimize token consumption and accelerate workflows transparently.

What is a token-aware CLI proxy and how does it optimize command execution?

A token-aware CLI proxy intercepts and rewrites commands before execution to minimize token consumption. It integrates with Claude Code hooks to ensure transparent execution while tracking token savings across build, test, and deployment workflows.

How do I integrate command rewriting hooks with Claude Code workflows?

You can integrate command rewriting hooks by installing a proxy tool that wraps your CLI commands. Prefixing commands with the proxy automatically applies token-optimized execution across your Claude Code workflows without manual intervention.

Can I track token savings history for my Claude Code development environment?

Yes, you can track token savings history by using a CLI proxy that provides analytics on token gain and transparent usage tracking. This allows you to monitor efficiency improvements across your development workflows.

Does a token optimization wrapper support build, test, and deployment steps?

Yes, a token optimization wrapper supports broad workflow operations including build, test, and deployment steps. It applies token-aware command rewriting across these repeated Claude Code interactions to reduce overall token costs.

What is the best way to accelerate command-heavy workflows in Claude Code?

The best way to accelerate command-heavy workflows is to implement a token-optimized CLI proxy. By rewriting commands and tracking savings, it streamlines repeated Claude Code interactions and reduces token overhead automatically.