Once a profile is created, the student profile and study plan is compressed into Seed State format. The quiz questions adjust over time based on the student's answers.

The above strings are all that is needed to generate a student's profile. For sensitive data, some values can be stored in environment variables. Tiny State and Raw State format are not required for this type of use because no personalized data is selected from the original dataset.

For other applications, a plugin file is required to coordinate Stateshaper output with the app's frontend and backend logic. Some plugins will be released along with the package. Custom plugins can also be written.