Loop

A concrete execution run launched from an artifact against a target environment.

A loop is the unit of execution used to turn scoped intent into reviewable output. Every loop reads from an artifact, runs through gated phases, and produces durable outputs scored against the artifact.

See Loops (mechanisms) and The closed loop.

Judge

An LLM-as-judge evaluator that scores an artifact or output against the artifact that launched the work.

Orchestrator

The read-only top-level agent that drives the phased workflow by delegating to subagents and skills.

Loop

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