name	rtk
description	Prefix shell commands with rtk to apply the token-optimizing proxy (60–90% savings on Git, pytest, ruff, Fabric CLI, file ops).

RTK Token Optimizer

RTK reduces token consumption 60–90% by filtering and compressing shell output before it reaches the AI.

Claude Code: The Bash hook intercepts commands automatically — no manual prefix needed.
Codex: No hook is available — prefix commands manually with rtk.

Prefix every shell command with rtk. RTK applies its filter if one exists; otherwise the command runs unchanged.

Workflow	Command
Git	`rtk git status` · `rtk git log` · `rtk git diff`
Python / ruff	`rtk pytest` · `rtk ruff check` · `rtk pip`
Fabric helpers	`rtk fabric-vibe notebook ...` · `rtk fabric-vibe workspace ...` · `rtk fabric-vibe pipeline manage ...`
Files	`rtk ls` · `rtk find` · `rtk grep`
Build	`rtk tsc` · `rtk cargo build`

name	rtk
description	Prefix shell commands with rtk to apply the token-optimizing proxy (60–90% savings on Git, pytest, ruff, Fabric CLI, file ops).

RTK reduces token consumption 60–90% by filtering and compressing shell output before it reaches the AI.

Claude Code: The Bash hook intercepts commands automatically — no manual prefix needed.
Codex: No hook is available — prefix commands manually with rtk.

Prefix every shell command with rtk. RTK applies its filter if one exists; otherwise the command runs unchanged.

Workflow	Command
Git	`rtk git status` · `rtk git log` · `rtk git diff`
Python / ruff	`rtk pytest` · `rtk ruff check` · `rtk pip`
Fabric helpers	`rtk fabric-vibe notebook ...` · `rtk fabric-vibe workspace ...` · `rtk fabric-vibe pipeline manage ...`
Files	`rtk ls` · `rtk find` · `rtk grep`
Build	`rtk tsc` · `rtk cargo build`

rtk