Transparent by design

How TaalKlaar decides what you should learn next.

A large question bank is not the method. TaalKlaar combines a versioned curriculum with your own retrieval, checkpoint and production evidence, then records whether each recommendation helped.

1 · Curriculum

Quality gates before quantity

Content must satisfy structural, coverage, rationale and mock-form checks before the production build can pass.

2 · Personal evidence

Your lesson has a reason

Due review, retained words, weak components, chosen focus and checkpoint timing determine the next session.

3 · Outcomes

Recommendations are testable

TaalKlaar records aggregate correctness, completion and time for each lesson decision—without making another copy of answer text.

Current production release

Auditable content coverage

a2-b1-2026.07

A2

Reading
300
Listening
300
Writing
76
Speaking
108
Grammar
18
Mock forms
6

B1

Reading
240
Listening
240
Writing
87
Speaking
113
Grammar
24
Mock forms
6
  • Unique item IDs and duplicate prompt/context checks
  • Non-empty answer options, valid answer keys and learner-facing rationales
  • Minimum topic coverage and six non-overlapping mock forms
  • Required writing, speaking and grammar ranges enforced during the build

Important boundary

Evidence, not an official prediction.

TaalKlaar readiness is an internal learning guide. It does not use unpublished DUO data and cannot guarantee an official result. Versioned decisions make changes explainable rather than pretending the algorithm is certain.

Engine daily-plan-2026.07.1 · Rubric cefr-task-2026.07.1

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