aiRoute context: No route context passed yet.

Code Tutor

Use code tutor 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.

Builder cockpitGenerate

Grounded AI creation layer

Code Tutor is treated as a builder cockpit inside the grounded ai creation layer. It accepts source, prompt, rubric, or goal, creates draft artifact ready for review, and stays connected to Notes, Schedule, Portfolio, Admin AI Model Hub.

Input

source, prompt, rubric, or goal

Output

draft artifact ready for review

Creates

AI answer

Trace

source, confidence, review

Route job

Compose new learning assets from selected context.

Record model

Code Tutor draft

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-tools%2Fcode-generator Make flashcardsOpen connected workflow with this page as context./flashcards?source=%2Fai-tools%2Fcode-generator

Workflow states

Controls and data signals

Created records and graph edges

4 connected branches

Grounded AI surfacedeep custom/ai-tools/code-generator

Code Tutor 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.

Code Tutor records

source ids

/ai-tools/code-generator source ids

live

confidence

/ai-tools/code-generator confidence

review

guardrail

/ai-tools/code-generator guardrail

queued

Production contract

localStorage state

test-mode API event

admin audit row

canvas graph edge

hand-authored/ai-tools/code-generator

Code tutor and generator

Explain code, generate exercises, debug snippets, and turn work into portfolio evidence.

loaded

Snippet

code or prompt

selected

Tutor

explain, debug, exercise

ready

Proof

project artifact and notes

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

Code Tutor 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