What problem does it solve?
Progressive Hint Ladder helps learners avoid skipping effortful thinking by providing graduated assistanceâranging from a diagnostic nudge to a near-complete scaffoldâonly after the learner reflects on what the previous hint enabled.
Core Features & Use Cases
- Graduated six-level hint ladder: escalates from a âshow your thinkingâ diagnostic prompt through conceptual, analogy, principle reminder, procedural nudge, and near-complete scaffold.
- Reflection-gated escalation: requires the learner to explain what the last hint told them and whether they can take the next step before moving up a level.
- Anti-hint-abuse behavior: detects rapid clicking/requests for the next hint and forces engagement with the prior hint before escalating.
- Best-fit scenarios: works especially well for well-defined problem solving (math, science, structured reasoning) where the ânext stepâ can be assessed, and where teaching help-seeking is part of the learning goal.
Quick Start
Provide the learnerâs problem statement, the learnerâs attempted work so far, and ask for a hint starting at Level 0 with reflection required before any escalation.