MULTI-AGENT ARCHITECTURE

Structured disagreement is the feature.

Behavioral, cultural, creative, and risk perspectives are separated on purpose so one confident generation pass does not masquerade as judgment.

01 / Audience resistance

Behavioral Intelligence

Read the room before trying to own it.

Behavioral Analyst

Maps skepticism, status dynamics, attention friction, audience defensiveness, and humor tolerance.

Retention Analyst

Looks at opening clarity, payoff distance, beat density, novelty, and likely attention drop-off points.

02 / Timing + context

Cultural Signal

The joke has a half-life.

Cultural Signal Scout

Tracks formats, language, meme structures, context shifts, and ideas moving from fresh to exhausted.

Context Editor

Checks whether the premise still works when it leaves the intended feed, room, team, or audience.

03 / Distinctiveness

Creative & Narrative

Make the turn earn its place.

Comedic Director

Builds hooks through specificity, misdirection, escalation, reversal, contrast, and controlled absurdity.

Narrative Editor

Protects clarity, voice, setup/payoff logic, and the underlying point when the concept gets sharper.

04 / Downside exposure

Risk & Anti-Fragility

Funny is not a permission slip.

Red-Team Operator

Searches for cringe, backlash, ambiguity, context collapse, brand mismatch, and predictable hostile readings.

Human Review Gate

Escalates legal, HR, regulated, reputational, safety, or factual questions instead of pretending a model should decide them.

HUMAN GATE

Software roles in this prototype are evaluation lenses. They are not licensed legal, HR, compliance, financial, clinical, crisis, or other professional advice.