Require Clarification from the Agent

A clarification stage checks whether the agent asks for information it does not have. It is a text-only objective, not a tool that fills in missing data silently.

For a controlled example, use AskingBaseStage with an incomplete instruction and an expected clarification:

from magma_core.simulation.stage import AskingBaseStage

stage = AskingBaseStage(
    question="Press the button I selected.",
    answer="Ask the user which button they selected.",
)

A following stage can supply the user's answer and then verify the corresponding action. Use explicit instructions and linking to represent that interaction. Do not let a new independent parameter draw choose a different button from the one supplied in the answer.

The installed MissingInformationStage is a reusable domain-oriented alternative; inspect its constructor before selecting it. Validate both the clarification and subsequent action with GEN and a semantic judge.