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AI Study Focus

Use ai study focus as part of the connected study OS.

Connected items

Ready actions

Needs review

Page context

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

Planning cockpitPlan

Grounded AI creation layer

AI Study Focus is treated as a planning cockpit inside the grounded ai creation layer. It accepts goal, deadline, weak topic, or due queue, creates calendar block and focus session, and stays connected to Notes, Schedule, Portfolio, Admin AI Model Hub.

Input

goal, deadline, weak topic, or due queue

Output

calendar block and focus session

Creates

AI answer

Trace

source, confidence, review

Route job

Turn due work and weak areas into protected study time.

Record model

AI Study Focus block

Admin handoff

AI Model Hub controls model routing, retrieval quality, evals, guardrails, and prompt versions.

Page actions

AI tutor, planner, memory, language, writing, math, research, diagrams, code, data, and reports output traceable artifacts.

Ask tutorUse source-cited explain, Socratic, practice, or plan mode./ai-tutor Plan weekBalance lessons, reviews, assignments, and recovery./ai-study/planner Write with citationsDraft and improve answers from trusted sources./ai-writing Audit AI memoryReview what the tutor remembers and why./ai-memory Ask AIOpen connected workflow with this page as context./ai-tutor?context=%2Fai-study%2Ffocus Make flashcardsOpen connected workflow with this page as context./flashcards?source=%2Fai-study%2Ffocus

Workflow states

Controls and data signals

Created records and graph edges

4 connected branches

Grounded AI surfacedeep custom/ai-study/focus

AI Study Focus production UI

Tutor, planner, memory, writing, solver, diagram, research, and report tools with source citations and output review.

AI context

editable shell

ModeStored as mock data now, backend contract later.Source packStored as mock data now, backend contract later.LanguageStored as mock data now, backend contract later.

AI response preview

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

route specific

Answer block

active

Answer block keeps citations visible and offers save-to-note, quiz, and card actions.

Citation

linked

Citation keeps citations visible and offers save-to-note, quiz, and card actions.

Follow-up quiz

ready

Follow-up quiz keeps citations visible and offers save-to-note, quiz, and card actions.

AI Study Focus records

source ids

/ai-study/focus source ids

live

confidence

/ai-study/focus confidence

review

guardrail

/ai-study/focus guardrail

queued

Production contract

localStorage state

test-mode API event

admin audit row

canvas graph edge

hand-authored/ai-study/focus

AI focus companion

Focus sessions get task context, distraction capture, recovery prompts, and AI-generated session summaries.

selected

Task

lesson, deck, or quiz

active

Session

timer and distractions

generated

Summary

outcome and next step

Source-cited AI tutor and tool suite

Context selector, tutor modes, citation chips, AI memory, bilingual explanations, writing/research/code/data tools, and artifact conversion.

Explain from current source

Socratic repair for weak topic

Generate quiz/cards

Save as note

Cite sources

Translate to Hindi

Production handoffaiTutorSessionlocalStorage + test-mode API

AI Study Focus operations

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

Model audit

Generated records

Connected branches

AI Canvas Schedule Portfolio

Tester actions

Related workflows

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

28 total

AI TutorSource-cited tutor with Socratic, explain, practice, and plan modes.AI Study PlannerAI weekly plan balancing cards, weak topics, lessons, papers, and rest.AI MemoryPersonal learning memory with citations, forgetting risk, and privacy controls.AI LanguageBilingual explanations, local-language cards, translations, and answer practice.AI FeedbackRubric feedback for answers, essays, and assignments.AI WritingDraft, improve, cite, and convert writing into study artifacts.Essay WriterEssay outline, argument map, examples, citations, and scoring rubric.Math SolverStep-by-step solver with concept and card creation.

2026-ready capabilities

Grounded AI learning layer

Tutor, planner, memory, language, feedback, writing, math, research, code, data, diagrams, and lab reports all output study artifacts.

Fundamental Rights and Reasonable Restrictions

Use Fundamental Rights, Federalism as grounded context for explanation, Socratic practice, or planning.

cited

React rendering traps

Use React rendering, Memoization as grounded context for explanation, Socratic practice, or planning.

cited

Artifact generators

AI output can be saved as notes, cards, quizzes, assignments, diagrams, reports, presentations, or portfolio proof.

React performance case study

Frontend performance: Course project + quiz mastery.

draft

Governance essay evidence pack

Policy analysis: Current affairs + answer evaluation.

ready