Explainable calculation
Life Path, Expression, Soul Urge and related outputs should be shown as derivations, not as black-box pronouncements.
Pattern, naming and reflection with explicit boundaries.
Numerology should explain how names, numbers and reflective prompts are derived, while keeping symbolic interpretation separate from legal, trademark, linguistic or commercial reality checks.
Separate reality checks
Name exploration belongs beside, not instead of, language, domain and trademark review.
Number Studio boundary
Random number generation and probability education can live inside Numerology, but must never be framed as a prediction engine.
Method before mystique.
The staging experience makes the source, calculation boundary, and interpretation boundary visible before any claim is made.