How the screening actually works.
Real math under poetic language. Calibrated honesty over false certainty.
Three independent signals
One signal is opinion. Three signals, agreeing, become a pattern. We triangulate across what you tell us, what your body carries, and the configuration you were born under — then surface only the few directions where they line up.
1. Your answers (60% weight)
A 38-question behavioural quiz, calibrated to three established instruments — Big Five, Holland Codes, and Schwartz value system. Internal consistency of the scales: Cronbach's α > 0.85. This is the load-bearing part; the other two layers are confirmation.
2. Your birth chart (25% weight)
Date, time, and place are translated by Swiss Ephemeris into planetary positions, houses, and major aspects. Each configuration is mapped, via a fixed lookup table, to the same 8 archetype dimensions used by the quiz.
3. Your hands (15% weight)
21 keypoints from your palm (length, width, finger ratios, lifeline length, heart-line slope, etc.) are extracted on-device using MediaPipe Hands. Only the numerical feature vector is sent to our servers — never the image.
Ensemble scoring
A weighted ensemble produces an alignment score for each of 8 archetypes (Creator, Healer, Sage, Sovereign, Bridge, Mystic, Warrior, Keeper). These archetypes are projected against a labour-market trait matrix (derived from the public O*NET dataset) to compute resonance scores for ~40 career domains under the hood. We surface only the top 3–5 to you — enough to feel like a clear answer, not an overwhelming list.
Confidence calibration
The confidence band on your certificate reflects data completeness:
- HIGH — full quiz + exact birth time + clean palm scan
- MEDIUM — full quiz + approximate birth time OR partial palm
- LOW — full quiz only (no birth/palm)
What we don't claim
We don't give a 100% guarantee. All numbers are alignment/resonance — measures of statistical match with our archetype models — not predictions of life outcome. We don't promise career success, income, or happiness. The math is real; the choice of what to do with it is still yours.
The more honestly you answer the questions, the higher our precision.