Pattern-First API

The recommended public layer for most users.

The pattern-first layer gives you practical entry points while preserving the structure underneath.

advise_topology(...)

Use this when you want a recommendation from task shape and operating constraints.

reviewer_gate(...)

Use this when one worker should act, but only through an explicit review bottleneck.

Good fit for risky actions, approvals, migrations, and structured validation.

specialist_swarm(...)

Use this when work is genuinely decomposable into specialist roles and then aggregated centrally.

Good fit for expert-panel workflows and multi-perspective review.

skill_organism(...)

Use this when you want one coherent workflow made of multiple stages:

Escape Hatch

These wrappers do not hide the structure permanently. You can still inspect the generated diagram and analysis when you need to: