Glossary

Card difficulty calibration

Calibration connects card wording, context, and intervals so hard items surface often and easy items do not waste time.

Definition

Calibration connects card wording, context, and intervals so hard items surface often and easy items do not waste time. This glossary note keeps claims grounded: extraction can speed up drafting, but review stays your quality gate for Thai study pages.

Why it matters for language learners

Decks compound over months. Small mistakes in wording, readings, or duplicates become expensive when spaced repetition amplifies them. A clear definition helps you decide what to automate and what to inspect.

Common mistakes

  • Treating OCR output as “finished” instead of draft text to verify.
  • Mixing too many intents into one card so reviews feel vague.
  • Skipping tags and structure, then struggling to export or filter later.

How cramblr fits this concept

cramblr is built around import, review, and—when enabled—export so learners can keep messy real-world sources while still approving only trustworthy cards.

If your end state is Anki, pair review discipline with a clean APKG export rather than retyping everything by hand.

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.