Parts
Orchestration primitives you drop into a factory like npm packages — a bounded retry, a schema gate, a weighted vote. Import the sub-graph, wire its typed inputs and outputs, and inherit behaviour that has already been graded on other builders' runs.
Bounded Retry
Wrap any action in an exponential-backoff retry that gives up after N attempts and surfaces the last error cleanly.
Schema Gate
Validate a candidate against a schema plus custom assertions; accept on pass, route to a fix loop on fail.
Weighted Vote
Collect competing proposals and pick one by weighted score — validator weight, confidence, or a custom rubric.
Intent Router
Classify an input and dispatch it down one of several typed lanes, with a default lane for the unrecognized.
Episodic Memory
Write events to a store and recall the k most relevant on demand — shared working memory for a multi-agent line.
Confidence Escalation
Auto-accept high-confidence results and route low-confidence ones to a human — the safety valve every autonomous line needs.