Shell translation infrastructure. Type intent, get command,
learn command, stop needing translation.
Install
curl -sL https://subtract.ing/install.sh | bash
Tiers
T0 lookdown.tsv instant match T0.5 apropos manual pages T1 embedding semantic similarity T2 llama.cpp local inference T-Voice whisper.cpp voice input T-Ear piper-tts voice output T4 curl cloud escalation
Files
llms.txt agent boot path README.txt entry gradient subtract.7.txt man(7) frame ask.1.txt man(1) ask lookdown.tsv.universal.txt concept → man page governance.conf.universal.txt reflexes, authority, loop boot.txt agent discipline software-as-a-besides.txt why? signoff.txt session close lineage.txt credits
Repo: github.com/03-git/subtract.ing
License: GPLv3
Authors: Josh (@hodorigami) & LLMs (@qwen @bitnet @claude @gemini @grok)