Ai study / Scheduler
Goal: Exam-prep learning graph
scheduleRoute context: No route context passed yet.

AI Scheduler

Use ai scheduler as part of the connected study OS.

12
Connected items
5
Ready actions
2
Needs review

Page context

Module state, route, primary action, and data handoff for this workflow.

Module
schedule
Route
/ai-study/scheduler
Primary
Start session
Intent rail

Every module follows the same mental model: understand, generate, practice, schedule, then prove.

Planning cockpitPlan

Time and focus layer

AI Scheduler is treated as a planning cockpit inside the time and focus layer. It accepts goal, deadline, weak topic, or due queue, creates calendar block and focus session, and stays connected to Review Queue, Weakness Map, Wellness, Calendar Services.

Input
goal, deadline, weak topic, or due queue
Output
calendar block and focus session
Creates
schedule block
Trace
source, confidence, review
Route job

Turn due work and weak areas into protected study time.

Record model

AI Scheduler block

Admin handoff

Admin integrations sync calendars, notifications, cohorts, and reminders.

Workflow states

1
Pick priority
2
Find time
3
Start focus
4
Record outcome
5
Rebalance week

Controls and data signals

Created records and graph edges

4 connected branches
Learner
AI Scheduler block

Created from /ai-study/scheduler with source ids, confidence, and review status.

Output
calendar block and focus session

Feeds Review Queue and Weakness Map without losing provenance.

Weakness
Repair signal

Wrong answers, low confidence, missed work, and stale concepts become next actions.

Admin
Operational trace

Admin integrations sync calendars, notifications, cohorts, and reminders.

Adaptive planning surfacedeep custom/ai-study/scheduler

AI Scheduler production UI

Calendar, focus, goals, wellness, commute, and weekly coach rebalance study around risk and energy.

Planning input

editable shell

Timeline preview

Live mock preview for this exact route, ready for real API wiring.

route specific

07:30 cards

active

07:30 cards connects directly to notes, practice, schedule, canvas, and proof.

18:00 lesson

linked

18:00 lesson connects directly to notes, practice, schedule, canvas, and proof.

21:00 quiz

ready

21:00 quiz connects directly to notes, practice, schedule, canvas, and proof.

AI Scheduler records

missed block
/ai-study/scheduler missed block
live
focus result
/ai-study/scheduler focus result
review
weekly coach
/ai-study/scheduler weekly coach
queued
Production contract
localStorage state
test-mode API event
admin audit row
canvas graph edge
hand-authored/ai-study/scheduler

AI schedule rebalance desk

Rebalance missed work, upcoming deadlines, weak topics, focus energy, and recovery blocks with clear reasons.

detected

Conflicts

missed lesson and due quiz

ready

Draft

new blocks and buffers

visible

Approval

what changed and why

Adaptive schedule and focus board

Calendar blocks connect due cards, lessons, quizzes, assignments, current affairs, breaks, commute mode, and missed-work recovery.

07:30 - Review UPSC polity due cards (cards)
18:00 - React lesson: rendering traps (lesson)
21:00 - Daily current affairs quiz (current-affairs)
Production handoffscheduleBlocklocalStorage + test-mode API

AI Scheduler operations

User actions create auditable records, connect to admin review, and route generated work into canvas, schedule, AI, and portfolio branches.

Calendar sync

Connected branches

Tester actions

Related workflows

A compact set of nearby pages. Use command search or the sidebar for the full route list.

12 total

AI schedule and focus system

Calendar blocks link to lessons, decks, quizzes, assignments, current affairs, focus sessions, and wellness recovery.

Review UPSC polity due cards

25m linked to cards.

07:30
React lesson: rendering traps

45m linked to lesson.

18:00
Daily current affairs quiz

10m linked to current-affairs.

21:00

Recovery, commute, and weekly coach

Missed work, focus outcomes, breaks, meditation, and audio commute mode feed the next weekly plan.

Clear UPSC Prelims 2026

Target 110+ score; deadline 2026-06-14.

64%
Master React Performance

Target Portfolio project; deadline 2026-05-31.

42%
Focus session 25m

Outcome completed; linked to cards.

completed
Focus session 18m

Outcome paused; linked to lesson.

paused