Start from the actual assessment
Build a topic list from the syllabus, teacher guidance and the format of the test. Identify whether you need to recall facts, choose a calculation method, interpret data or write an extended explanation. Practice should reflect what the assessment asks you to produce.
Give Lirno that context when requesting revision help. A generic set of questions on a subject may include material outside your current course or miss the skill you need to demonstrate. Keep the official assessment information as the reference.
Try a short diagnostic before opening the notes
Attempt a few questions across the topics and record where you hesitate. Lirno Exam Coach uses a diagnose, practice and retest workflow to help focus revision. The initial attempt gives you evidence about what needs attention, rather than choosing a topic only because it feels familiar.
Separate a forgotten definition from an incorrect model or an arithmetic slip. Those mistakes need different practice. Ask for feedback on the decision behind a wrong answer so the next study block targets its cause.
Choose a repair from the kind of error
Three wrong answers can need three different reviews. If you divide distance by the wrong interval, practice selecting the start and end times. If you use speed where a task asks for velocity, compare distance and displacement. If your setup is correct but 150/30 becomes 0.5, use an estimate and check the division.
Keep a small record: question type, first wrong decision, repair and a fresh retest. For an essay, replace the numerical categories with claim, evidence and explanation. Choose representative questions from the actual assessment scope. A short diagnostic helps allocate review time, but it does not establish mastery of every topic from one sample.
Mix questions when choosing the method matters
A run of nearly identical exercises can let you use the same procedure without deciding whether it fits. When your assessment requires method selection, mix a few relevant question types and identify the structure before calculating. Explain why a particular approach applies.
Use quizzes or short written answers to practice the skill your course expects. Check generated questions against your material, and include enough context for diagrams and data. Keep review manageable so you can investigate the mistakes rather than only collect a score.
Retest after a break and adjust the plan
Try a fresh question after time away from the explanation. Compare your decision and reasoning with the earlier attempt. If the same gap returns, narrow the next practice instead of simply rereading the whole chapter. Record what is now clear and what still needs work.
Lirno activity and study tools can support this routine. Treat progress information as feedback about the work you have done, not a prediction or guarantee of an exam result. Keep your plan realistic and aligned with the time remaining.
Check coverage as well as recent mistakes
A diagnostic can miss a topic it never sampled. If the assessment includes equations, graphs and written explanations, a strong result on three equation questions does not establish readiness for the other formats. Make a coverage list from the actual syllabus and include at least a representative task for each required type as you plan the review.
Keep two records: what you attempted and why an answer failed. “Graphs not sampled yet” is different from “graph gradient misunderstood.” Reserve a short first attempt for the unsampled area, then use the response to choose the repair. That prevents a targeted plan from becoming a plan that overlooks required material.



