We make AI agents safe and cheap to run at work.
Skills are becoming a commodity — every model vendor ships them for free. The value isn't in owning the files. It's in knowing which skill fits a real workflow, auditing what's safe to run, and engineering the context so teams stop paying twice for the same tokens. That's the layer we build.
How we work
Human in the middle, not in the way
LLMs handle the volume. We handle the judgment — which skill, which context, what is safe to run.
Audited, not guessed
Every skill we recommend passes static analysis, a behavioral sandbox, and a human reviewer who signs off.
Boring tech wins
Open-source first, self-hosted, signed bundles. No magic, no lock-in, no surprises in your token bill.
The team
A small, senior, distributed team across Canada and Ukraine — backend, security, content, and operations. We're our own first customer: every repetitive task in our workflow is a candidate to become an audited skill.
Get in touch