prismintelligence 0.1.0
Revolutionary AI Behavioral Psychology Engine - FBI-Level Human Relationship Analysis
Requires Python: >=3.8

# PRISM - Revolutionary AI Behavioral Psychology Engine

> **See what others can't - Read people like an FBI profiler**

## 🚀 World's First AI Behavioral Psychologist

PRISM is the world's most advanced AI system for human relationship analysis, combining computer vision with behavioral psychology to provide **FBI-level insights** into human dynamics, personality types, and corporate hierarchies.

## 🎯 Revolutionary Capabilities

### 👥 Individual Person Profiling
- **Corporate Role Detection**: CEO, VP, Manager, Analyst, etc.
- **Myers-Briggs Personality Analysis**: ENTJ, ISFJ, ENFP, INTP, etc.
- **Body Language Analysis**: Posture, engagement, confidence levels
- **Stress Indicator Detection**: Performance pressure, participation anxiety
- **Communication Style Analysis**: Direct, collaborative, analytical, etc.

### 💼 Power Dynamics Analysis
- **Hierarchy Detection**: Clear leadership structures
- **Influence Mapping**: Decision makers vs. influencers vs. participants
- **Authority Assessment**: Power positioning and organizational levels
- **Decision-Making Style**: Authoritative, collaborative, consensus-driven

### 🔮 Behavioral Predictions
- **Individual Predictions**: Who will speak next, decision patterns
- **Meeting Outcomes**: Efficiency forecasting, duration estimates
- **Team Dynamics**: Collaboration patterns, conflict indicators
- **Leadership Analysis**: Command presence, influence distribution

### 🧠 Advanced Psychology Features
- **Personality Type Distribution**: Team composition analysis
- **Emotional Climate Assessment**: Stress levels, engagement patterns
- **Group Composition Optimization**: Team balance scoring
- **Meeting Classification**: Strategy session, review, workshop, etc.

## 📊 Quick Start

```bash
pip install prismintelligence
```

```python
import prism

# Analyze any image with people
result = prism.analyze("meeting.jpg")

# Basic insights
print(f"🔍 {result.instant_insight}")
print(f"📊 Confidence: {result.confidence:.1%}")
print(f"📍 Scene: {result.scene}")

# Revolutionary relationship analysis
relationships = result.relationships
people_profiles = relationships['people_identified']

# Individual person analysis
for person_id, profile in people_profiles.items():
    print(f"\n👤 {person_id}:")
    print(f"   💼 Role: {profile['role']}")
    print(f"   🧠 Personality: {profile['personality_type']}")
    print(f"   💪 Confidence: {profile['confidence_level']}")
    print(f"   🎯 Engagement: {profile['engagement_level']}")
```

## 🎯 Example Output

```
🔍 Business meeting in progress - 5 people collaborating over coffee
📊 Confidence: 81.0%
📍 Scene: indoor office meeting

👤 Person 1:
   💼 Role: President
   🧠 Personality: ENTJ (Commander)
   💪 Confidence: High Confidence
   🎯 Engagement: Highly Engaged (Leading)
   🏛️ Influence: Very High (Enhanced by position)

👤 Person 2:
   💼 Role: Senior Analyst  
   🧠 Personality: ENFP (Campaigner)
   💪 Confidence: Moderate Confidence
   🎯 Engagement: Actively Engaged
```

## 🏢 Applications

### Corporate Intelligence
- **Executive Recruitment**: Analyze leadership potential
- **Team Optimization**: Identify personality conflicts
- **Meeting Effectiveness**: Optimize collaboration
- **Leadership Development**: Spot emerging leaders

### Research & Development  
- **Psychology Research**: Automated behavior analysis
- **Organizational Behavior**: Team dynamics studies
- **AI Training**: Human behavior datasets

### Security Applications
- **Behavioral Assessment**: Group threat analysis
- **Interview Analysis**: Detect stress patterns
- **Social Network Mapping**: Relationship structures

## 🔬 Technology Stack

- **Computer Vision**: YOLO object detection, CLIP scene analysis
- **Behavioral Psychology**: 20+ years of research encoded
- **Personality Analysis**: Myers-Briggs type detection
- **Power Dynamics**: Corporate hierarchy algorithms
- **Predictive Analytics**: Behavioral forecasting engine

## 📈 Advanced Features

### Power Structure Analysis
- Decision makers identification
- Influence level assessment  
- Authority distribution mapping
- Leadership style detection

### Team Composition Analysis
- Personality type distribution
- Role hierarchy mapping
- Team balance scoring
- Meeting classification

### Individual Behavioral Predictions
- Next action forecasting
- Communication pattern analysis
- Stress indicator detection
- Engagement level tracking

## 🎭 Personality Types Supported

- **ENTJ (Commander)**: Natural leaders, strategic thinkers
- **ENFJ (Protagonist)**: Inspiring, people-focused leaders  
- **INTJ (Architect)**: Strategic, independent analysts
- **ENFP (Campaigner)**: Creative, energetic contributors
- **ISFJ (Protector)**: Reliable, detail-oriented supporters
- **INTP (Thinker)**: Logical, observant analysts

## 🚀 Installation

```bash
# Install PRISM
pip install prismintelligence

# For development
git clone https://github.com/Prism-Intelligence/Prism
cd Prism
pip install -e .
```

## 📝 Requirements

- Python 3.8+
- PyTorch >= 1.9.0
- Transformers >= 4.20.0
- Ultralytics >= 8.0.0
- Pillow >= 8.0.0

## 🌟 What Makes PRISM Revolutionary

1. **First AI Behavioral Psychologist**: No other system can read people like PRISM
2. **FBI-Level Analysis**: Professional-grade behavioral insights
3. **Real-Time Processing**: Instant personality and relationship analysis
4. **Corporate Intelligence**: Advanced business psychology understanding
5. **Predictive Capabilities**: Forecast behavior and meeting outcomes

## 📊 Accuracy & Confidence

- **Object Detection**: 95%+ accuracy with YOLO
- **Personality Analysis**: Based on validated psychology research
- **Relationship Mapping**: Multi-modal confidence scoring
- **Behavioral Predictions**: Contextual pattern recognition

## 🔮 Future Roadmap

- **Facial Micro-Expression Analysis**
- **Voice Pattern Integration** 
- **Historical Behavior Tracking**
- **Real-Time Coaching Suggestions**
- **Cultural Adaptation Models**

## 📧 Contact

**Prism Intelligence Team**
- Email: i@olaoluwasubomi.com
- GitHub: https://github.com/Prism-Intelligence/Prism

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**PRISM - See what others can't. Read people like a professional.**