panacea-fsrs-wiring

To wire spaced repetition drills into the FSRS pipeline, implement the useDrillFSRS(getToken) hook and post submissions to /api/drills/submit-review with sessionType set to 'drill'. This ensures reviews update the learning memory model correctly.

FSRS scheduling silently fails when drill components do not include sessionType: 'drill' or lack the useDrillFSRS hook with Clerk auth. Proper submission flows require payloads containing questionId and selectedAnswer to trigger FSRS updates.

To improve FSRS implicit ratings during drill reviews, collect telemetry data including timeToFirstClick, answerSwitches, and totalDwellTime. This optional data is passed through the useDrillFSRS hook during the submission flow.

Yes, the FSRS drill submission flow requires Clerk authentication. You must use the useDrillFSRS(getToken) hook to retrieve an authentication token, ensuring your drill payloads are authorized to update the FSRS scheduling model.

Yes, you can use the same FSRS submission flow for both quizzes and drills. The centralized submission flow supports QuizView and all PANaCEa drills to derive implicit metrics and update FSRS scheduling, provided you set sessionType to 'drill'.