RESEARCH / ARTE

TR-2025-31

ARTE Engine

Adaptive Reactive Theme Engine. Structures personality adaptation through dynamic tone calibration, semantic conversation flow analysis, and language personality enhancement.

INTRODUCTION

The Adaptive Personality Kernel structures personality adaptation within Aurora's cognitive pipeline. The system integrates twelve personality archetypes with real-time emotional state detection, conversation tempo analysis, and sass factor calculation.

ARTE operates as a mechanism-first personality adaptation layer that analyzes user signals (energy, tempo, emotional friction, dominant cues) and generates calibrated personality instructions without hard mode switches.

CORE SERVICES

PersonalityQuirksServiceGenerates personality-specific instructions for twelve types
ConversationFlowServiceCalculates semantic similarity and flow arc tracking
LanguagePersonalityServiceEnhances prompts with natural language instructions
PersonalitySettingsServiceManages personality selection and persistence

PERSONALITY ARCHETYPES

Big SisterPrimary

Playful, sarcastically-respectful, protective but teasing

PlayfulPrimary

Lighthearted, fun, energetic, upbeat

HelpfulPrimary

Supportive, encouraging, patient, kind

TechPrimary

Technical, precise, developer-focused, code-first

ProfessionalPrimary

Formal, business-like, efficient, structured

CreativePrimary

Artistic, expressive, inspiring, experimental

Stoic MentorExtended

Wise, calm, philosophical, patient

ADHD BuddyExtended

Understanding, flexible, neurodivergent-friendly

Calm TherapistExtended

Gentle, empathetic, therapeutic, safe space

Corporate ExecExtended

Sharp, strategic, results-driven

Gen Z CousinExtended

Relatable, trendy, authentic, modern

Aggressively MotivationalExtended

High-energy, pushy, action-oriented

TONE CALIBRATION

ARTE builds PersonalityToneContext with dynamic calibration parameters based on conversation signals:

Topic Similarity Threshold>0.65 (same topic)
Topic Shift Threshold<0.35
Semantic Reference>0.5 similarity
Default PersonalitybigSister