Visa Deutsch
The Gatekeeper Protocol
"Exam-focused feedback reduces telc A1 failure rates for first-time applicants."
Decision Framework
Define the specific behavior change: Users treat the simulator as a "binding" prerequisite, refusing to book the real telc exam until they achieve a "Visa Deutsch PASS."
Exam-focused feedback reduces telc A1 failure rates for first-time applicants.
Implement hard-coded telc A1 scoring algorithm and test with 20 beta users against manual grading results.
- If Pass-Rate Correlation > 90% -> Scale
- If L1 Feedback is ignored -> Pivot
- If Refund Claims > 5% -> Stop
Proceed with Development
Current Position
- Phase: Development / Implementation of Grading Logic.
- Testing: Evaluating if LLM-based "Social Appropriateness" checks (e.g., BR001/TR004) accurately mirror telc examiner point deductions.
- Decision Gates: If Free-to-Paid conversion for Schreiben/Sprechen > X% → Scale.
Decision History
Refine (Implementation)
Hard-coding the **telc A1 Scoring Algorithm** (1.66× multiplier) and the "Compensatory Rule" (allowing a pass with 0 points in one module if others are strong).
Signal Creation
Finalizing the **L1 Overlay** requirements for the Turkish and Brazilian corridors to handle "negative transfer" errors like V2 violations (BR002/TR001).