Chapter 04 Continuity study
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Retention pattern · Guided learning routes

Continuous paths outlast isolated lessons.

When each step visibly joins the next route, learners return with the thread still in hand.

Week-eight completion

64%

of guided-route learners finish the eighth session without a reminder.

+26 pts

against isolated lessons in the same cohort

Retention rises where the route stays visible.

Eight-week cohort

80 60 40 20 64% guided route 38% isolated lessons W1 W2 W3 W4 W5 W6 W7 W8
This is the Shipibo Kené Pattern design system, applied by Curio — a design-style library for AI agents. Full Shipibo Kené Pattern guide → designbycurio.com/learn/shipibo-kene-pattern