Magpie Labs

Super Looper

A meta-skill and minimal deterministic runtime for agentic loops.

Super Looper is a discipline and a tiny runtime for agentic loops — first decide whether a loop is warranted at all (usually it isn’t), then run the rare one as a first-class, deterministic object.

It ships as a meta-skill with gate-first design, earned autonomy, a dependency-free spec validator, and a live self-eval — so loops stay small, legible, and trustworthy.

Format
meta-skill · deterministic runtime
Spec
dependency-free validator
Eval
live self-eval
License
MIT
View on GitHub