AI agents
Hub pages with instructions, machine-readable artifacts, and workflows into templates and standards.
Turn Data Into Microproducts
Agents should start at the hub with machine-readable entrypoints. Humans should start with the microproduct definition, then follow the operational build sequence.
Humans
Understand what a microproduct is, then walk the same folder contract, archetype, template, and validation path.