Implementer agent against the verifier loop

A separate agent - or a separate invocation with a distinct system prompt - that takes one task from the plan at a time and executes it against your Phase 2 verifier loop.

One task at a time, from a plan it did not write. Constraining the implementer's scope is what makes the reviewer's job tractable and keeps failures attributable to a single step.