What it is for
Model repeatable service-business processes before adding more automation.
A runnable pattern for connecting specialist agents to repeatable service-business processes.

A public Python boilerplate that models client lifecycle, agent registry, process execution, and operational history in one small system.
Model repeatable service-business processes before adding more automation.
Separates CLI, process registry, client state, agents, and skills into an understandable operating model.
Service businesses need a way to make repeatable work observable and reliable before adding more agents or tools.
Makes agent-assisted delivery easier to inspect and extend.