Parents and Mentors Guide

Agree on the support role first

Ask the learner what kind of support is welcome: reminders, a quiet study window, help finding course materials, or a weekly conversation. Avoid opening private responses or progress data without permission. Support is more sustainable when the learner retains ownership of the goal and can say when a routine is not helping.

Robotutor can propose questions and a path, but it should not become a reason to monitor every answer. Use summaries and patterns for reflection. A single low-confidence response is not a crisis, and a high mastery estimate is not proof that the learner no longer needs rest, instruction, or feedback from the course.

Protect a repeatable study environment

Consistency often depends on practical details: a device that works, materials within reach, notifications reduced, food and sleep routines, and a session length that the learner can realistically repeat. A smaller block completed several times is usually more useful than an ambitious schedule that collapses after two days.

Help the learner choose a visible start cue and a clear stopping point. For example: after dinner, open the current plan, complete one retrieval set and one error repair, then stop or choose another block. The routine should reduce decisions, not punish the learner for needing flexibility.

• Choose a recurring time or trigger.
• Define the smallest complete session.
• Keep needed materials in one place.
• Plan how missed sessions will be resumed without doubling the workload.

Use a short weekly reflection

A ten-minute check-in can focus on evidence rather than pressure. Ask what became easier, what error kept returning, which explanation was actually useful, and what support would make the next week more workable. Listen before suggesting a fix.

Turn the conversation into one experiment. If the learner repeatedly rushes the first step of algebra problems, the next week's change might be writing the governing equation before any calculation. If the plan is too dense, the experiment might be reducing new material while preserving due review.

• What can you do now that was difficult last week?
• Which mistake or confusion repeated?
• What did the system explain well, and where was it unhelpful?
• What one change should we test next week?

Respond to progress signals cautiously

Look for trends across time and varied work. A streak can show consistency but not understanding. Accuracy can improve because the material is easier. Confidence can rise faster than competence. Ask the learner to demonstrate or explain a concept in a new example before drawing a strong conclusion.

When the system and the learner disagree, treat the disagreement as information. Save the question, compare it with trusted materials, and involve an instructor when the issue matters. The goal is not to defend the tool; it is to help the learner build an accurate model of what they know.

Know when to seek human help

Repeated confusion after several different explanations, distress about school, accessibility barriers, or conflicts with official course guidance are reasons to involve a teacher, tutor, counselor, disability-services office, or other qualified support. More automated questions are not always the right intervention.

Robotutor is not an emergency, medical, mental-health, legal, or special-education service. In urgent situations, use the appropriate local professional or emergency resource rather than relying on generated content.