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Dataflow: Youth Apprentice Thread

Dataflow Canvas
Section testimony-youth

open surface raw dataflow api raw surface api

Source Nodes

Apprentice logs
Mentor feedback

Transform Nodes

Competency trajectory inference

Sink Nodes

Apprenticeship impact thread

Trace Metrics

Skill progression score