Overview
A one-shot instruction often hides the decisions that matter most. "Build this app" may leave the agent to decide the target user, feature boundaries, architecture, and definition of success. Even a capable agent cannot recover product context that was never provided.
Adversarial questioning increases the quality of delegation. It converts implicit expectations into explicit constraints before implementation begins. This reduces the likelihood that the agent will produce a polished result that solves the wrong problem.
It also keeps the human's thinking active. The agent is not asked to replace judgment; it is used to pressure-test judgment. The procedure helps the user discover what must be decided and articulate why.