Research
Goal: Exam-prep learning graph
sourcesRoute context: No route context passed yet.

Research

Use research 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
sources
Route
/research
Primary
Open workflow
Intent rail

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

Source intake cockpitCapture

Source intelligence layer

Research is treated as a source intake cockpit inside the source intelligence layer. It accepts file, link, audio, image, or brief, creates source-linked notes and concepts, and stays connected to AI Tutor, Quiz Generator, Infinity Canvas, Resources.

Input
file, link, audio, image, or brief
Output
source-linked notes and concepts
Creates
source record
Trace
source, confidence, review
Route job

Convert external material into cited study graph records.

Record model

Research source

Admin handoff

CMS and ingestion admin handle source quality, moderation, OCR, and imports.

Workflow states

1
Capture input
2
Extract concepts
3
Attach citations
4
Create practice
5
Open canvas

Controls and data signals

Created records and graph edges

4 connected branches
Learner
Research source

Created from /research with source ids, confidence, and review status.

Output
source-linked notes and concepts

Feeds AI Tutor and Quiz Generator without losing provenance.

Weakness
Repair signal

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

Admin
Operational trace

CMS and ingestion admin handle source quality, moderation, OCR, and imports.

Source import surfacedeep custom/research

Research production UI

Import, OCR, voice, research, YouTube, resources, and notes become cited concepts and study artifacts.

Source intake

editable shell

Extraction preview

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

route specific

Detected concept

active

Detected concept connects directly to notes, practice, schedule, canvas, and proof.

Citation span

linked

Citation span connects directly to notes, practice, schedule, canvas, and proof.

Study action

ready

Study action connects directly to notes, practice, schedule, canvas, and proof.

Research records

source id
/research source id
live
confidence
/research confidence
review
review status
/research review status
queued
Production contract
localStorage state
test-mode API event
admin audit row
canvas graph edge
hand-authored/research

Research assistant desk

Academic sources are searched, compared, quality-scored, cited, and converted into study artifacts.

ready

Query

topic and constraints

ranked

Sources

quality and citations

draft

Synthesis

summary and cards

Smart notes and source studio

Brought from Vite Smart Notes and big Next notes suite: note list, editor, canvas mode, OCR, voice notes, PDF/YouTube import, AI insights, and source quality.

Fundamental Rights and Reasonable Restrictions

Rights questions mix articles, cases, current affairs, and policy examples. This editor keeps citations attached and exposes one-click conversion to flashcards, quiz, diagram, and schedule.

article: Daily current affairs briefing: federalism and fiscal policyyoutube: React rendering pipeline video transcript

AI/source actions

Production handoffsourcePacketlocalStorage + test-mode API

Research operations

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

Content ops

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

Multimodal source OS

PDF, image/OCR, audio, voice note, YouTube, paper, article, and bookmark inputs become cited graph nodes.

Daily current affairs briefing: federalism and fiscal policy

A concise briefing connecting fiscal transfers, federal principles, and recent policy debate.

article
React rendering pipeline video transcript

Transcript explains render, commit, memoization, and when optimization hurts.

youtube

Library, research, and quality

Saved resources keep quality score, source lineage, citation status, and conversion actions.

Previous paper cluster: polity rights

Quality 92%. Saved: yes.

paper
React Profiler official guide

Quality 88%. Saved: yes.

research
Monthly current affairs recap pack

Quality 84%. Saved: not yet.

news