Chapter 4 · Engagement Metrics 07 / 12

Retention lives in the details, not the dashboard.

Users who complete three micro-actions in week one are 4.2x more likely to stay past month six. The first seventy-two hours predict everything.

23%
Week 1
Drop-off
58%
1 Micro-action
Completed
79%
2 Micro-actions
Completed
92%
3 Micro-actions
Completed
96%
4+ Micro-actions
Completed
4.2x Higher 6-month retention +340% vs. no micro-actions
This is the Claymorphism design system, applied by Curio Design — a design-style library for AI agents. Full Claymorphism guide → designbycurio.com/learn/claymorphism-soft-3d-2021