fading-manager

Track performance across sessions and reduce scaffolding as competence grows. Makes fading visible — the learner knows when scaffolds are removed and why. Use for sustained learning engagement where independence is the goal.

Independent GitHub snapshot · Automated classification · Original documentation governs