Methodology

Scope now, expansion later.

The design goal is to ship a clean v1 profile layer now while keeping future additions like VIA, empathy, risk tolerance, and chronotype already mapped into the same namespace.

v1 storage
48 dimensions

Tiers 1, 2, 3, and 5 are the core launch scope because they cover stable dispositions, dark-side traits, values, and regulatory styles.

External layer
24 VIA strengths

VIA stays in the taxonomy so the architecture knows it exists, but the product should link out instead of embedding the assessment.

v2 expansion
17 more dimensions

Tier 6 adds emotional and cognitive style once the main profile system is stable and licensing has been rechecked where needed.

Storage model
trait:
  id: hexaco.conscientiousness.diligence
  tier: 1
  domain: conscientiousness
  facet: diligence
  instrument: HEXACO-PI-R-100

observation:
  trait_id: hexaco.conscientiousness.diligence
  score_raw: 3.8
  score_percentile: 72
  instrument: HEXACO-PI-R-100
  administered: 2026-07-08
  method: self_report
Licensing posture

Public-domain or low-friction instruments are the cleanest base for a monetizable service. They can safely anchor the data model and user experience.

“Free for research” is not the same as “safe for commercial product embedding.” Those instruments are still useful in the taxonomy, but product use should be gated by a later license review.

Some tools should remain external by default. VIA is the clearest example: it belongs in the conceptual map, but not in the embedded assessment flow.