Marwahlous, founder and leadership clarity
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The method

How a reading works, and what it is not.

Three faces of strain, a published rubric, an AI that names themes without inventing numbers, and a human for the decisions.

What the Clarity Check reads

Three Faces of Urban Stress

Status anxiety, loneliness and burnout. Twelve questions, four per face, each about the last 30 days.

How the rubric scores

Face scores and Living Code

Each answer scores 0 to 4. A face score is its four answers out of 16, shown out of 100; higher means more strain. One question per face is reversed to catch careless answers. Living Code is 100 minus the average of the three faces; higher means stronger. It is a fixed sum anyone can check, a coaching indicator that has not yet been validated as a psychological measure.

The AI reflection

Themes, not a score

When you talk it through with an AI coach, the reading names each theme Low, Moderate or High and shows the words of yours it is based on. It gives no score out of 100 and no percentages, because a language model's estimate is not a measurement.

Who decides

A human coach decides

AI coaches reflect with you between sessions. Any plan is set with Dr. RSM on a Clarity Call. The question wording is pending review by a licensed advisor.

What your Living Code means.

  • 80+

    Thriving

    Protect it. Join the weekly webinar.

  • 60 to 79

    Steady

    Book a Clarity Call.

  • 40 to 59

    Strained

    Book a Clarity Call this week.

  • Under 40

    Depleted

    Talk to a human within 48 hours. Crisis lines are always open.

The research behind each face.

What it is, and what it is not.

It reads

How often you have felt these three kinds of strain in the last 30 days, and how that changes when you retake it. For adults 18 and over.

It does not

Diagnose any mental health condition, replace a doctor or therapist, give financial advice, or predict your future. It must never be used for hiring, promotion, insurance, school or legal decisions. It is a starting point for a conversation.

How we keep it safe

Crisis language stops the AI, shows helplines and alerts a named person on our team. Readings are kept 12 months unless you delete them sooner, and you can export or delete everything from Privacy.

What comes next

Reliability testing of the questions, then checking scores against how people actually do over time, then publishing the method. Until then, we call it what it is: a coaching indicator.

Question wording version 1, October 2026, pending sign off by our licensed advisors.