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[Backend] Engagement-aware content adaptation #408
Description
Overview
Use existing emotion/engagement detection (useEmotionDetection, neural data) to adapt content delivery: slow down, repeat, or offer alternate explanations when a learner is disengaged or struggling.
Acceptance Criteria
- Engagement signals captured from the existing detection hooks
- Content delivery adapts (pacing, difficulty, hints) to engagement
- Adaptation is explainable and user-overridable
- Privacy and consent controls for biometric/engagement data
- Effectiveness of adaptation measured against learning outcomes
Files to Modify
backend/src/services/adaptation/— adaptation enginefrontend/src/hooks/useEmotionDetection.ts— wire signalsfrontend/src/components/player/— adaptive playbackbackend/src/routes/adaptation.ts— endpoints
Activity
[-][Contracts] Remove or document stray lib_minimal.rs[/-][+][Backend] Engagement-aware content adaptation[/+]MicD746 commentedon Aug 21, 2026
Hello Maintainer, please can i work on this
grantfox-oss commentedon Aug 22, 2026
🦊 GrantFox — @MicD746 has been assigned to this issue as part of the Third Campaign campaign!
Next steps:
Closes #408)Good luck! Track your progress on GrantFox.
feat(adaptation): engagement-aware content adaptation engine (#408)
grantfox-oss commentedon Aug 25, 2026
🎉 This issue has been marked as completed on GrantFox as part of the Third Campaign campaign!
@MicD746's PR #477 was approved and merged by @Penielka.
🏆 @MicD746: You earned 35 FoxPoints for this contribution! Your current tier: Explorer (395 total points). Track your full progress on GrantFox.
👏 Great work, @MicD746! Keep contributing to AetherEdu.