Individual skill

rtk-token-optimization

High-performance CLI proxy that reduces LLM token consumption by 60-90%. Transparently rewrites 100+ common dev commands (git, gh, cargo, npm, docker, kubectl, aws, etc.) via PreToolUse hook. Single Rust binary, zero dependencies.

plugins/Colin4k1024/tsp/skills/rtk-token-optimization/SKILL.md

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Nov 4, 2026

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1,532
Repository last updated
Nov 6, 2026
License
Apache-2.0

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## Purpose

Reduce LLM token consumption in Claude Code sessions by 60-90% without changing developer workflow.
All Bash commands are transparently rewritten to their `rtk` equivalents via a PreToolUse hook.

## How It Works

```
Without rtk:                              With rtk:
Claude --git status--> shell --> git      Claude --git status--> RTK --> git
  ^        ~2,000 tokens (raw)    |        ^    ~200 tokens     |       |
  +-------------------------------+        +---- (filtered) ----+-------+
```