See what is supported, what conflicts, and what remains unknown.

No real student data is used in this preview. Production access will require authentication, role scope and auditable private storage.

Interests, goals and student reflection.

Tasks, projects and demonstrated performance.

Academic and developmental records with provenance.

Parent, teacher or mentor observations within permission scope.

Opportunity, barriers, support and resources.

Defined behavioral traces where ethically justified.

Interpretation rule

No source is the whole student.

The profile must show convergence, contradiction, missing evidence and uncertainty rather than collapsing everything into one score.