02 / Go further · one line at a time

~/.config/rtk/pipeline.toml

on by default

Less command output

Test runs, diffs, logs and builds are compressed before your agent reads them. Every agent.

up to 90%less command output
$ rtk init -g
one line

Every tool, not just the shell

Grep results, web pages, lockfiles and any output rtk has no filter for get the same treatment.

Claude Code
extends = "rtk:posthook"
bring a model

Big files, read for you

A read over 350 lines is answered by a cheaper model you choose. The file never enters your agent's context.

Claude Code · your API key
extends = "rtk:delegate-reads"
optional daemon

Clean API traffic

Noise stripped from the conversation your agent re-sends every turn, with the prompt cache kept intact.

any agent you point at it
$ rtk claude

Install a pipeline someone shared, or share yours

$ rtk pipeline add github:user/repo  ·  $ rtk pipeline share publish

−20.2%total cost · author's benchmark
best listed on rtk-ai.app/pipelines