Map Context and Draft Assistance

Draw which inputs a model actually has and which require a tool. Draft a tutor hint, debugging experiment and review prompt. Include a contract and independent expected result. Evidence: three prompt drafts and verification plans. Pass when neither a filename nor a model statement is mistaken for an observed tool result.

Keep predictions before observations. Use the guided lab for commands and contracts; use calibration after your attempt.