Flashcards / Builder
Goal: Exam-prep learning graph
practiceRoute context: No route context passed yet.

Deck Builder

Use deck builder 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
practice
Route
/flashcards/builder
Primary
Review cards
Intent rail

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

Builder cockpitGenerate

Practice and repair layer

Deck Builder is treated as a builder cockpit inside the practice and repair layer. It accepts source, prompt, rubric, or goal, creates draft artifact ready for review, and stays connected to Mistake Notebook, AI Tutor, Weakness Map, Battle Mode.

Input
source, prompt, rubric, or goal
Output
draft artifact ready for review
Creates
quiz attempt
Trace
source, confidence, review
Route job

Compose new learning assets from selected context.

Record model

Deck Builder draft

Admin handoff

Question-bank QA, scoring rules, and certified deck review live in Admin Mode.

Workflow states

1
Select source
2
Set level
3
Generate draft
4
Review citations
5
Publish to graph

Controls and data signals

Created records and graph edges

4 connected branches
Learner
Deck Builder draft

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

Output
draft artifact ready for review

Feeds Mistake Notebook and AI Tutor without losing provenance.

Weakness
Repair signal

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

Admin
Operational trace

Question-bank QA, scoring rules, and certified deck review live in Admin Mode.

Memory deck surfacedeep custom/flashcards/builder

Deck Builder production UI

Deck creation and review with SRS ratings, source chips, confidence, due queue, and retention forecast.

Deck setup

editable shell

Card preview

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

route specific

Front prompt

active

Front prompt connects directly to notes, practice, schedule, canvas, and proof.

Back answer

linked

Back answer connects directly to notes, practice, schedule, canvas, and proof.

Source chip

ready

Source chip connects directly to notes, practice, schedule, canvas, and proof.

Deck Builder records

due date
/flashcards/builder due date
live
confidence
/flashcards/builder confidence
review
next interval
/flashcards/builder next interval
queued
Production contract
localStorage state
test-mode API event
admin audit row
canvas graph edge
hand-authored/flashcards/builder

Deck builder studio

Build certified decks from notes, source spans, images, CSV, Anki, or AI, then preview SRS load and quality before publishing.

12 candidates

Source cards

2 trusted notes selected

daily cap 30

SRS rules

Again, Hard, Good, Easy

score 88

Quality gate

duplicates, citations, wording

Spaced repetition review

Brought forward from the older flashcard version: flip card, source link, confidence, keyboard hints, and Again/Hard/Good/Easy scheduling.

Review controls

Shortcuts: Space flip, 1 Again, 2 Hard, 3 Good, 4 Easy. Failed cards feed Mistake Notebook.
Production handoffattemptlocalStorage + test-mode API

Deck Builder operations

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

QA review

Connected branches

Tester actions

Related workflows

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

17 total

Adaptive practice engine

Quiz, flashcard, exam simulator, review queue, Anki import, battle, and leaderboard share one weakness model.

Weak-topic polity repair quiz

7 questions, 58% last score, concepts: Fundamental Rights, Federalism.

practice
Daily current affairs 3-question drill

3 questions, 67% last score, concepts: Fiscal policy, Governance.

timed

Mistake and review intelligence

Wrong answers become explanations, cards, scheduled reviews, AI tutor prompts, and concept mastery signals.

Attempt 58%

Wrong concepts: Fundamental Rights.

Today
Attempt 67%

Wrong concepts: Fiscal policy.

Yesterday