Use case

Thai vocab extraction from annotated handouts

Annotations are hints, not card fronts—translate markup into consistent prompts during review.

Scenario setup

Annotations are hints, not card fronts—translate markup into consistent prompts during review.

Desired outcome

You want a deck that matches a real week of class or tutoring—not a generic word list divorced from your materials.

Recommended workflow in cramblr

Import the sources you already have, run extraction, then approve cards in a tight batch so the deck reflects your actual study plan.

Time and cost-of-error framing

The cost of skipping review is not the upload time—it is weeks of ambiguous prompts that erode trust in your deck.

Success checklist

  • Cards reference the same lesson context you will see on exams or conversations.
  • You can explain each card aloud without hedging.
  • New-card limits match the time you have this week.

Keep exploring the workflow

Ready to try the workflow?

Upload your own Thai study pages, review the extracted cards, and export only the material you want to keep.