Data-informed adaptation, configurable pedagogy labels, and adaptive diff — extends the existing CIE pipeline without changing backend sequencing rules.
Pedagogical pulse
Seeding
Fertilising
Growing
Blooming
Harvesting
Uses the CIE unit id from your pipeline. Backend logic is unchanged — only labels switch with pedagogy mode.
Generate a sequence to see the weekly timeline.
Future hooks (placeholders)