This is the implementation companion to our Medibuddy MRCP Part 1 analytics audit — read that for what Topic Mastery means; read this for the week-by-week routine. The job is narrow: use Medibuddy's adaptive engine for what it is good at (targeting your weak topics), override it where it under-samples the blueprint, and switch to timed mixed blocks on objective criteria rather than when a row of Mastery bars turns green.
What you are working with
Medibuddy is an adaptive, low-cost bank with a Topic Mastery engine, spaced-repetition re-tests, and adaptive and traditional modes; MSRA pricing runs £30–£60, and the MRCP offering follows the same pattern (verify counts and price on the product page). The exam is two three-hour papers of 100 best-of-five questions, with clinical sciences (25) and pharmacology (15) dominating the per-paper blueprint and the organ specialties trailing to ophthalmology and palliative medicine at 4 each.
Week structure at a glance
| Phase | Weeks (typical 10-week run) | Primary mode | Exit trigger |
|---|---|---|---|
| Baseline | 1 | Traditional mode, blueprint-stratified sample | ~100 items logged across domains |
| First pass | 2–6 | Adaptive mode + domain-floor overrides | Every domain above its floor |
| Consolidation | 7–8 | Timed mixed blocks (traditional) + transfer | First-attempt accuracy stable 2 weeks |
| Simulation | 9–10 | Full mixed timed mocks | Pacing on target; go/no-go |
Baseline in traditional mode before you trust the engine
Spend week one in traditional mode generating a blueprint-stratified unseen sample, before the adaptive engine personalises the feed. This gives you a true starting distribution rather than one shaped by the algorithm's early choices — and it is the reference point against which you will later judge whether the engine has left blueprint gaps.
Follow the algorithm — then override it
The adaptive engine is a good teacher: in the first-pass phase, let it target your low Topic Mastery subjects, because concentrating on weakness is exactly what it does well. But override it on coverage, because it optimises for your improvement curve, not the exam's weighting. Set domain floors and, once a fortnight, force traditional-mode blocks into the blueprint areas the feed under-samples — clinical sciences and pharmacology above all, then the micro-domains (ophthalmology, oncology, palliative medicine) that generate few adaptive items. Read Topic Mastery as a study-priority list; read your attempted distribution against the blueprint.
Error taxonomy and transfer review
Sort each miss into the six types — knowledge gap, misread stem, premature closure, guideline error, calculation error, time-pressure error — and match the fix to the type rather than defaulting to "revise the topic". Let Medibuddy's spaced-repetition system handle scheduled re-tests of genuine knowledge gaps, but prove closure with a fresh transfer question, ideally unseen, rather than a repeat of the same item — because the repeat inflates Mastery through recognition.
The mixed-block switch and exit criteria
Move from adaptive practice to timed random blocks when every domain floor is met, first-attempt accuracy on unseen material has held for two weeks, and pace sits at or under 1.8 minutes per item. Then invert to mostly-mixed. Exit criteria are five together: domain floors met; first-attempt accuracy stable; pacing on target; retention holding on spaced review; and a calibration check against official MRCP sample material — not a full row of green Mastery bars.
A seven-day pattern for busy trainees
Monday: 40 Medibuddy questions in adaptive mode, letting the engine target weak topics, misses taxonomised. Tuesday: 30 more plus a spaced-repetition review. Wednesday: a timed, unseen 50-question mixed block in iatroX's free MRCP Part 1 bank — your uncontaminated readiness signal and a source of transfer questions Medibuddy's repeats cannot provide. Thursday: light review. Friday: 40 Medibuddy questions in traditional mode, forced into floor-deficient blueprint domains, timed. Saturday: a timed mixed block, reviewed same day by error type. Sunday: rest. Medibuddy does adaptive drilling and spaced review; iatroX does unseen transfer and measurement; your blueprint audit is the steering wheel.
A worked override example
The whole method turns on knowing when to follow the adaptive engine and when to take the wheel, so a worked case helps. Suppose after three weeks the engine has driven your low-Mastery subjects hard: clinical sciences and endocrinology Mastery have climbed, and the feed is still concentrating there. Following the algorithm, you would continue — and that is correct for those subjects. But your blueprint audit shows something the Mastery view hides: pharmacology, which the engine rated acceptable early and stopped prioritising, has been attempted only lightly, and ophthalmology and palliative medicine have barely appeared at all because they generate few adaptive items. This is the override moment. In traditional mode you force a pharmacology block (15 marks on the paper), and you put the micro-domains on a rota, regardless of what the feed wants to serve next.
The general rule the example illustrates: let the engine own the depth of your weak subjects, but keep the breadth of the blueprint under your own control, because an adaptive feed optimises for your improvement curve and the exam is indifferent to it. A row of green Mastery bars over an uneven attempted distribution is not readiness; it is a well-taught subset of the syllabus.
Three failure patterns this workflow prevents
First, coverage drift — riding rising Mastery while blueprint domains stay thin; domain floors make it impossible. Second, repeat inflation — the spaced-repetition re-tests raising your recognition accuracy while first-attempt performance on novel items stalls; the transfer-question rule and an unseen measurement source catch it. Third, the pace ambush — excellent untimed accuracy meeting the exam's 1.8-minutes-per-item budget for the first time on the day; the mixed-block switch, run at full pace, surfaces it weeks early. None of the three shows up as a bad dashboard number, which is exactly why the workflow anchors on floors, transfer and timed blocks rather than on Topic Mastery.
Continue, supplement, switch or stop
Continue while floors fill and unseen performance climbs. Supplement with unseen transfer blocks whenever repeat accuracy or Mastery outpaces first-attempt accuracy. Switch only for a measurable gap, never for novelty. Stop drilling and commit to simulation once all five exit criteria hold — usually the final fortnight.
Three mistakes this workflow is designed to stop
First, trusting Topic Mastery as a finish line. A subject turns green on the strength of the items the algorithm chose, so the audit against the blueprint — not the row of green bars — is what tells you whether coverage is real. Second, letting the adaptive engine own breadth as well as depth. It is a good teacher of your weak subjects and a poor guardian of the exam's distribution, so you follow it on depth and override it on coverage, forcing the domains it under-samples. Third, mistaking spaced-repetition re-tests for readiness measurement. Those re-tests raise recognition accuracy while first-attempt performance on novel items can stall, so prove closure with unseen transfer questions rather than repeats. None of these failures shows up as a bad number, which is the whole point: the dashboard can look healthy while coverage is uneven, recognition is masquerading as knowledge, and pacing is untested — and only floors, transfer and timed blocks catch what Topic Mastery cannot.
Frequently asked questions
Is Medibuddy enough for MRCP Part 1 on its own? Its adaptive engine can carry the bulk of practice, but the workflow still needs unseen transfer questions and official sample material to close the loop, because a single adaptive bank cannot both drill you and independently measure you.
Which MRCP Part 1 component does Medibuddy not reproduce well? The blueprint's enforced breadth under unseen timed conditions — which is exactly why domain floors and a hard mixed-block switch are built into this workflow.
How many Medibuddy questions should I complete per day for MRCP Part 1? 40–60 on weekdays and 80–100 on a weekend day; distribute by floor deficits rather than the adaptive feed's preference, and protect two timed mixed blocks weekly.
When should I stop using Medibuddy and move to mixed mocks? When domain floors are met, first-attempt accuracy is stable for two weeks and pacing is on target — invert to mostly-mixed, typically the last two to three weeks.
How should I combine Medibuddy with iatroX without duplicating practice? Medibuddy for adaptive floored drilling and spaced review; iatroX for unseen transfer questions, adaptive coverage of related weaknesses and timed measurement — no question practised twice.
Editorial notes and references
Written by Dr Kolawole Tytler, NHS GP and founder of iatroX. Last checked 19 July 2026; Medibuddy figures are vendor-published (pricing £30–£60; MRCP counts to verify on the product page). Disclosure: iatroX operates a free competing MRCP Part 1 bank. Corrections via the feedback route on iatrox.com. References: MRCP(UK) Part 1 format and blueprint (thefederation.uk); Medibuddy product pages (medibuddy.co.uk); related reading: the Medibuddy MRCP analytics audit and why your Q-bank percentage is not your exam score.