Learning and Assistance Record

Record initial attempt, hint level, revision, independent changed-case result, what remains uncertain, information withheld and allowed actions. Label offline authored fixtures or actual live product use. If assistance exposed the fresh answer, replace the fresh task. An unsuccessful attempt is useful evidence but does not close the competence gate.