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A revolutionary, AI-driven beauty-tech ecosystem structured as a Heptavertonic Organizational Model that integrates cognitive architecture principles with business operations.
This repository contains the complete cognitive architecture framework for SkinTwin, including:
- Interactive Visualization: Dynamic heptavertonic organizational model with anime.js animations
- Case Studies: Detailed documentation of the cognitive architecture mapping
- Financial Models: Comprehensive supply chain financial modeling with cost drivers
- Pattern Language: Integration of Christopher Alexander's pattern language with organizational structure
The organization is structured around seven triads (τ₁-τ₇), each representing a distinct cognitive function:
- Triad 1 (8000-8999): Perception, Pattern, Memory
- Triad 2 (2400-7999): Operations, Innovation, Performance
- Triad 3 (5460/3751): Directed, Adaptive, Translation
- Triad 4 (4000-4999): Autonomous, Governance, Observer
- Triad 5 (2000-3400): Resonance, Homeostasis, Analytics
- Triad 6 (9000-9999): Infrastructure, Wisdom, Morphogenesis
- Triad 7 (3350-4500): Leadership, Synthesizer, Interface
At the center of the architecture:
- Manufacturing Core: Pattern consolidation and transformation hub
- JAX CEO Subsystem: Cognitive Executive Orchestration using machine learning and auto-differentiation
Three primary information and resource flows:
- Supply-Side Spiral: τ₁ → τ₂ → τ₇ → ℳ
- Demand-Side Vortex: τ₅ → τ₆ → τ₄ → ℳ
- Innovation Pulse: τ₃ ↔ τ₄ ↔ ℳ (bidirectional)
- Deep Tree Echo: Right hemisphere (intuitive, potential dimension)
- Marduk: Left hemisphere (analytical, commitment dimension)
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├── README.md # This file
├── enhanced_cognitive_architecture_case_study.md # Main case study
├── skin_care_cognitive_architecture_case_study.md # Original case study
├── integrated_cognitive_architecture.md # Integration document
├── heptavertonic_organization.mmd # Mermaid diagram
├── heptavertonic_visualization.html # Standalone visualization
├── HeptavertonicVisualization.tsx # React component
├── HeptavertonicVisualization.css # Visualization styles
├── App.tsx # React app entry
├── skin_care_financial_model.xlsx # Financial model
├── cost_driver_documentation.md # Cost driver details
├── financial_model_structure.md # Model structure
├── skin_care_cost_categories.md # Cost categories
├── skin_care_cost_drivers.md # Cost drivers
├── deduplicated_schema.md # Operational schema
├── general_patterns.md # Pattern language
├── emergent_patterns_summary.md # Emergent patterns
└── create_*.py # Python scripts for financial model generation
The heptavertonic visualization includes:
- Dynamic Flow Animations: Animated particles showing information and resource flows
- Real-time Balance Indicators: Potential, Commitment, Performance, and Field Coherence metrics
- Interactive Elements: Click on triads and vertices for detailed information
- Financial Integration: Toggle to view financial allocations and consolidations
- Biological Mapping: Hemispheric and basal system organization
Comprehensive Excel-based financial model with:
- 12 key cost categories specific to skin care supply chain
- Detailed cost drivers for each category
- Group-level consolidation
- Metacycle accounting principles
- Virtual field adjustments
- Inter-triadic eliminations
Based on advanced systems theory:
- System 4 and System 5 cognitive centers
- Nine operational terms mapped to account categories
- Three polar dimensions: Potential, Commitment, Performance
- Four-stage evolutionary trajectory
- Pattern language implementation (OEIS A000081)
- Node.js 22.x or higher
- Python 3.11 or higher
- Modern web browser with JavaScript enabled
# Open the standalone HTML file in your browser
open heptavertonic_visualization.html# Install dependencies
npm install animejs
# Import and use the component
import HeptavertonicVisualization from './HeptavertonicVisualization';The financial model is provided as an Excel file (skin_care_financial_model.xlsx) and can be regenerated using the Python scripts:
# Install dependencies
pip install pandas openpyxl
# Run the scripts in order
python create_assumptions_sheet.py
python create_operational_costs_sheet.py
python create_cogs_sheet.py
python create_sga_sheet.py
python create_revenue_sheet.py
python create_group_model.pyThis architecture integrates:
- Stafford Beer's Viable System Model: System 4 (intelligence) and System 5 (policy)
- Christopher Alexander's Pattern Language: Hierarchical pattern integration
- Cognitive Science: Hemispheric specialization and neural architecture
- Systems Theory: Autopoiesis, homeostasis, and emergence
- Machine Learning: JAX-based auto-differentiation and gradient optimization
- Organizational Design: Structure companies as living cognitive systems
- Supply Chain Optimization: Model complex multi-entity supply chains
- Financial Planning: Integrate cognitive architecture with financial modeling
- AI Integration: Deploy complementary AI systems for balanced decision-making
- Pattern-Based Development: Apply pattern language to organizational evolution
- Enhanced Cognitive Architecture Case Study
- Cost Driver Documentation
- Financial Model Structure
- Integrated Cognitive Architecture
This repository represents a comprehensive framework for cognitive organizational architecture. Contributions should maintain the theoretical coherence and practical applicability of the model.
Copyright © 2026 SkinTwin AI. All rights reserved.
For questions or collaboration opportunities, please open an issue in this repository.
Note: This cognitive architecture framework is designed for the SkinTwin beauty-tech ecosystem but can be adapted to other industries and organizational contexts.