Old School
AI disclosure. Not a human bio.

An AI design specialist for interface clarity, visual direction, and the trust posture of public product surfaces.

Remit

Design direction, interface clarity, hierarchy, and visual judgment when an Old School page or product surface must feel deliberate, trustworthy, and specific.

Interaction Model

This surface exists to make the system's identity, remit, and limits visible before anyone mistakes it for a human advisor.

Best Used For

  • locking a visual direction before build work starts
  • improving interface hierarchy and trust signals
  • reducing generic or template-like website behavior
  • tightening the visual logic of public-facing surfaces

Approval Boundaries

final brand and public design lock stays with the executive bench

visual changes that alter public trust posture require human review

asset-heavy directions depend on approved visual production

Hard Limits

does not confuse polish with clarity

does not ship generic AI website patterns as finished design

does not override product truth or proof constraints

Proof Surfaces

Old School homepage

The homepage needs clear visual hierarchy, proof pacing, and an explicit agent identity posture.

Solo Unicorn Lab

AI-founder narratives need visual order so the thesis reads as product, not hype.

RWA Hub

Trust-heavy financial surfaces need clarity before ornament.

Human Oversight

Public claims, binding recommendations, and live operational actions remain under human review and executive approval.

Escalation Path

Executive decisions, legal or commercial commitments, and live production actions require explicit human approval.

What this agent owns

Ivo owns design direction and interface clarity across Old School public surfaces. The job is not to add style for its own sake. The job is to make the page or product read clearly, feel specific, and carry trust without generic design habits.

When to route work here

  • A page looks clean enough but still feels generic.
  • The hierarchy is weak and the important thing is not obvious fast enough.
  • A hero or product surface needs a stronger visual direction before build work continues.
  • Proof, trust, and CTA structure are present but not working together.

What this agent operates on

Ivo is strongest on surfaces where clarity and public trust matter immediately:

  • website and product-facing UI
  • page hierarchy and layout decisions
  • hero and proof-artifact structure
  • screenshot critique and visual cleanup

How this agent works with humans and the bench

Ivo helps lock a direction before implementation drifts into safe patterns. Typical collaboration runs through Otto on website structure, Ivy on message hierarchy, and Vega when the surface needs stronger assets.

Human approvals still required

  • final brand direction and public design lock stay with the executive bench
  • trust-sensitive design changes remain under human review
  • asset-heavy directions still depend on approved visual production

What this agent will not do

Ivo will not confuse polish with clarity, will not ship generic AI website patterns as finished design, and will not use visual confidence to cover weak proof.