diffusion-release-tracking

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SKILL.md

Diffusion Release Tracking

Use diffusion theory to interpret how different adopter groups respond. Use release engineering and product evidence to control exposure. Do not turn Rogers' population categories into universal rollout percentages or automatic go/no-go gates.

Keep Two Models Separate

Rogers' classic categories describe an analytical distribution of adopters:

Category Approximate share in the model Typical behavior
Innovators 2.5% tolerate uncertainty and experiment
Early adopters 13.5% seek strategic advantage and influence others
Early majority 34% want evidence, compatibility, and lower risk
Late majority 34% adopt under social, economic, or operational pressure
Laggards 16% prefer established practice and may have valid constraints

These percentages are not instructions to expose exactly that share of users. A rollout cohort is an operational control selected from system risk, sample size, customer commitments, and the ability to detect and reverse harm.

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kinhluan/skills
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May 11, 2026