# KOSMOS Systems Auditor

![KOSMOS Logo](https://via.placeholder.com/150x50.png?text=KOSMOS)  
*"Auditing human systems through nature's design principles"*

## 🔍 Overview

The KOSMOS Systems Auditor is a biomimetic framework for analyzing and scoring complex systems (economic, political, technological, or ecological) against nature's 3.8 billion years of evolutionary wisdom. It provides:

- **Quantitative metrics** comparing human systems to natural benchmarks
- **Collapse risk forecasting** via physics-inspired models
- **Biomimetic repair protocols** for failing systems

```mermaid
flowchart TD
    A[System Input] --> B[7ES Structural Analysis]
    A --> C[Designer Query Discriminator]
    A --> D[Fundamental Design Principles]
    A --> E[Observer's Collapse Function]
    B & C & D & E --> F[Repair Recommendations]

🌿 Core Frameworks

1. 7ES Structural Anatomy

Evaluates systems across 7 elements:

Input | Output | Processing | Controls 
Feedback | Interface | Environment

2. Designer Query Discriminator (DQD)

Measures design origins:

DQD = (Designer Traceability + Goal Alignment + Enforcement Dependency)/3

• 0-0.3: Emergent/Natural
• 0.4-0.6: Hybrid
• 0.7-1.0: Designed/Unnatural

3. Fundamental Design Principles (FDPs)

8 biomimetic metrics scored 0-10:

1. Symbiotic Purpose
2. Adaptive Resilience
3. Reciprocal Ethics
4. Closed-Loop Materiality
5. Distributed Agency
6. Contextual Harmony
7. Emergent Transparency
8. Intellectual Honesty

4. Observer's Collapse Function (OCF)

OCF = (Belief Dependence × Participation Dependency)/Stability

• >0.6: High collapse risk

🚀 Getting Started

Prerequisites

• Python 3.8+
• Jupyter Notebook (for analysis)

Installation

git clone https://github.com/yourusername/kosmos-auditor.git
cd kosmos-auditor
pip install -r requirements.txt

Basic Usage

from kosmos import Auditor

# Audit a system
report = Auditor.analyze(
    system="Global Capitalism",
    domain="Economy",
    scale="Macro"
)

# Generate repair protocols
repairs = Auditor.repair(
    fdp_scores=report.fdp_scores,
    ocf=report.ocf_score
)

📊 Example Audits

System	DQD	FDP	OCF	Status
Coral Reef	0.1	9.8	0.05	Natural
US Healthcare	0.7	4.2	0.69	Critical
Bitcoin	0.4	6.1	0.33	Hybrid

📚 Documentation

• Framework Reference
• Case Studies
• API Documentation

🌱 Contributing

We welcome contributions! Please see:

• Contribution Guidelines
• Roadmap

Current Priorities:

1. Expand natural systems database
2. Develop ML-assisted scoring
3. Add visualization toolkit

📜 License

GNU Affero General Public License v3.0

✉️ Contact

[Your Email] | [Twitter Handle] | [Website]

### Key Features:

1. **Visual Hierarchy**:
   - Clean headers with emoji icons
   - Mermaid.js flowchart for conceptual overview
   - Responsive tables for example audits

2. **Technical Documentation**:
   - Clear installation/usage instructions
   - API code examples
   - Links to detailed docs

3. **Framework Explanation**:
   - Concise descriptions of all 4 core frameworks
   - Scoring scale explanations

4. **Project Management**:
   - Contribution guidelines
   - Roadmap priorities
   - License information

5. **Brand Alignment**:
   - Matches your demo's technical/natural aesthetic
   - Consistent terminology
   - Biomimicry focus throughout