Role transfer
Practice the decision, not the slogan.
Answer with a real constraint, a decision and rejected alternative, evidence, and the limitation that remains.
Prompt bank
Explain it aloud
Explain the minimum useful trace for a tool-routed diagnosis.
Record the trigger, selected route, structured tool inputs and outputs, policy and content versions, verifier result, failure codes, final authority label, and any review-required boundary.
Defend the first vertical slice for Standard Trainer.
One curated CAIE 9701 Kp-from-equilibrium-moles problem exposes the full path from equation to significant figures while keeping content, validation, marking, ECF, and evaluation bounded and reviewable.
How does a diagnosis become targeted practice without generating questions?
Map the diagnosed misconception to an evidence-backed weakness update, then choose from a small reviewed bank using explicit prerequisites, difficulty, target skill, and recent-history constraints.
Preparation path