A recorded miss can return the exact objective to deliberate practice.
Study planner
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Example only: how capacity, rest and prerequisites work
ADAPTIVE DAY PLANNING
Plan the work.
Protect the rest.
A useful plan must fit the time a learner actually has. This model orders missed work, due review, and prerequisites inside explicit daily limits—then leaves every overflow task visible.WHY WORK APPEARS
Every task needs
an observable reason.
Review becomes eligible on its stated date—not whenever a percentage happens to look low.
Unfinished foundations are placed before the work that depends on them.
Incomplete work moves forward with its original identity and date still visible.
Only learner-supplied work time can receive tasks; protected rest stays empty.
REPRESENTATIVE WEEK
Load follows capacity.
Not pressure.
This example is generated by the same deterministic contract tested by the system. It demonstrates behavior; it is not a diagnosis, score forecast, or prescription for every learner.
MON 3175 / 75 MIN REVIEW · 20 MINKeyholes decision reviewWhy this task?
- Carried forward from 2026-08-29; it stays visible until completed.
- Scheduled after 1 recorded missed attempt.
- Fits the day’s review cap and total available time.
NEW WORK · 30 MINAcid–base foundation refreshWhy this task?
- Scheduled after 1 recorded missed attempt.
- Placed before Buffer reasoning review because this prerequisite is not complete.
- Fits the day’s new-work cap and total available time.
REVIEW · 25 MINInheritance pattern reviewWhy this task?
- Due for review on 2026-08-31.
- Scheduled after 2 recorded missed attempts.
- Fits the day’s review cap and total available time.
TUE 0125 / 60 MIN REVIEW · 25 MINBuffer reasoning reviewWhy this task?
- Due for review on 2026-08-31.
- Fits the day’s review cap and total available time.
WED 02PROTECTED REST No task can be scheduled here unless the learner first changes the day’s availability.
THU 0345 / 90 MIN REVIEW · 20 MINGraph interpretation carryoverWhy this task?
- Carried forward from 2026-08-30; it stays visible until completed.
- Scheduled after 1 recorded missed attempt.
- Fits the day’s review cap and total available time.
REVIEW · 25 MINStereochemistry evidence reviewWhy this task?
- Due for review on 2026-09-03.
- Fits the day’s review cap and total available time.
FRI 0435 / 45 MIN NEW WORK · 35 MINRatio and proportion repairWhy this task?
- Pinned manually to 2026-09-04.
- Raised by a manual priority override of 2.
- Scheduled after 2 recorded missed attempts.
- Fits the day’s new-work cap and total available time.
SAT 0530 / 120 MIN REVIEW · 30 MINPassage evidence reviewWhy this task?
- Due for review on 2026-09-03.
- Fits the day’s review cap and total available time.
SUN 06PROTECTED REST No task can be scheduled here unless the learner first changes the day’s availability.
VISIBLE OVERFLOW
A cap is real only when
the planner can say no.
The 70-minute task exceeds an applicable daily cap and remains visible for manual adjustment.
MANUAL CONTROL
Override the order.
Keep the safeguards.
Learners can direct a plan without making its constraints disappear. An impossible override is reported as a conflict; the task is never dropped or moved silently.
PIN
Choose a specific work day. A pin is honored only when prerequisites, rest, and capacity still permit it.
DEFER
Set a do-not-schedule-before date. Deferred work remains visible even when that date falls beyond the current plan.
PRIORITIZE
Raise important work without erasing lower-priority tasks or bypassing a prerequisite.
DEVICE-LOCAL BY DEFAULT
The plan can adapt.
It cannot surveil.
This week is a generated example. Your personal planner above can be edited and saved on this device. Calendar export uses only your saved personal tasks, never this example. No name, email, device identifier, official score conversion, percentile, or readiness prediction belongs in this model. The device-local cross-section record and complete public beta are available separately, with manual transfer and no account sync.