Shop / Prompts & Skills / Driving Instructor Lesson Feedback — AI Prompt for Learner Feedback From Your Lesson Notes

Learner feedback written from the lesson notes, not from memory

After a full day in the car, the feedback a learner takes home is usually written from memory — warm, vague, and impossible to check. This is a real output from the lesson feedback prompt, written from the instructor's own notes. Read it first; the map underneath it is the point.

**READY TO REVIEW.** "In this lesson you practised mirror timing at junctions. At the first two junctions, the right-mirror check came after the turn began. At the third, you checked before steering following a reminder. You also maintained lane position through the roundabout. In our next supervised lesson, we can focus on the timing of the mirror check." Evidence map quotes each instructor observation. No pass prediction.

Sample data above is fictional, shown so you can judge the output before buying.

Read it against the notes

Every sentence in the summary has an observation behind it, and the output prints that pairing as a note-to-sentence map:

• 'Mirror timing at junctions' — the lesson's observed theme, stated before any detail
• 'At the first two junctions, the right-mirror check came after the turn began' — an observation, with the count the notes support
• 'At the third, you checked before steering following a reminder' — the change, credited to the reminder that caused it, not to sudden mastery
• 'You also maintained lane position through the roundabout' — a second observation, kept separate instead of blended into praise

And the close is one practice focus — the timing of the mirror check — tied to the same notes. Not three things to work on. One, supervised, next lesson.

The sign-off comes before the sending

The output ends with instructor sign-off questions: the points the instructor confirms — that the summary matches what was observed, that the focus is the right one to supervise next — before the draft goes anywhere. Two things never appear: a pass prediction (the sample states it outright: 'No pass prediction'), and any detail the notes did not record. Where an observation is missing or uncertain, the prompt's rules require a flag instead of a filled-in gap, and the draft stays a draft until the instructor has reviewed it.

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