SCBE-AETHERMOORE Architecture

System architecture, data flows, and deployment patterns for the 14-layer security framework

System Overview

┌─────────────────────────────────────────────────────────────────────────────┐
│                        SCBE-AETHERMOORE v3.0.0                              │
│                   Spectral Context-Bound Encryption                          │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                              │
│  ┌──────────────┐    ┌──────────────┐    ┌──────────────┐                   │
│  │   Client     │───▶│   Gateway    │───▶│   Pipeline   │                   │
│  │   (API/CLI)  │    │   (Auth)     │    │   (14-Layer) │                   │
│  └──────────────┘    └──────────────┘    └──────────────┘                   │
│                                                 │                            │
│                                                 ▼                            │
│  ┌──────────────────────────────────────────────────────────────────────┐   │
│  │                        14-LAYER SECURITY STACK                        │   │
│  ├──────────────────────────────────────────────────────────────────────┤   │
│  │  L1: Context    L2: Metric     L3: Breath     L4: Phase              │   │
│  │  L5: Potential  L6: Spectral   L7: Spin       L8: Triadic            │   │
│  │  L9: Harmonic   L10: Decision  L11: Audio     L12: Quantum           │   │
│  │  L13: Anti-Fragile             L14: Topological CFI                  │   │
│  └──────────────────────────────────────────────────────────────────────┘   │
│                                                 │                            │
│                                                 ▼                            │
│  ┌──────────────┐    ┌──────────────┐    ┌──────────────┐                   │
│  │   Trust      │◀──▶│   PHDM       │◀──▶│   PQC        │                   │
│  │   Manager    │    │   (IDS)      │    │   (Quantum)  │                   │
│  └──────────────┘    └──────────────┘    └──────────────┘                   │
│                                                                              │
└─────────────────────────────────────────────────────────────────────────────┘

The 14-Layer Security Stack

Layer Architecture

                    ┌─────────────────────────────────────┐
                    │         INCOMING REQUEST            │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 1: CONTEXT ENCODER           │
                    │  • Bind data to user/role/time      │
                    │  • Generate context hash            │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 2: LANGUES METRIC            │
                    │  • 6D exponential distance          │
                    │  • Hyperbolic geometry              │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 3: BREATH LAYER              │
                    │  • Temporal dynamics                │
                    │  • Session binding                  │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 4: PHASE ENCODER             │
                    │  • Phase space encryption           │
                    │  • Chaotic dynamics                 │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 5: POTENTIAL FIELD           │
                    │  • Energy-based security            │
                    │  • Gradient descent protection      │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 6: SPECTRAL COHERENCE        │
                    │  • FFT-based analysis               │
                    │  • Frequency domain security        │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 7: SPIN ENCODER              │
                    │  • Quantum spin states              │
                    │  • Entanglement simulation          │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 8: TRIADIC GATE              │
                    │  • Three-way verification           │
                    │  • Consensus requirement            │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 9: HARMONIC SCALING          │
                    │  • H(d) = R^(d/d₀)                  │
                    │  • Super-exponential growth         │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 10: DECISION ENGINE          │
                    │  • Adaptive security                │
                    │  • Risk-based decisions             │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 11: AUDIO AXIS               │
                    │  • Cymatic patterns                 │
                    │  • Acoustic fingerprinting          │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 12: PQC LAYER                │
                    │  • ML-KEM-768 (Kyber)               │
                    │  • ML-DSA (Dilithium)               │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 13: ANTI-FRAGILE             │
                    │  • Self-healing                     │
                    │  • Circuit breaker                  │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │  Layer 14: TOPOLOGICAL CFI          │
                    │  • Hamiltonian path verification    │
                    │  • Control flow integrity           │
                    └─────────────────┬───────────────────┘
                                      │
                    ┌─────────────────▼───────────────────┐
                    │         SEALED PAYLOAD              │
                    └─────────────────────────────────────┘

Data Flow

Seal Operation

┌─────────┐     ┌─────────┐     ┌─────────┐     ┌─────────┐     ┌─────────┐
│  Data   │────▶│ Context │────▶│ Layers  │────▶│   PQC   │────▶│ Sealed  │
│  Input  │     │ Binding │     │  1-14   │     │ Encrypt │     │ Output  │
└─────────┘     └─────────┘     └─────────┘     └─────────┘     └─────────┘
     │               │               │               │               │
     │               │               │               │               │
     ▼               ▼               ▼               ▼               ▼
 plaintext      context_hash    layer_meta     ciphertext      payload
 "secret"       0x7f3a...       [L1..L14]      0x9c2b...       JSON

Retrieve Operation

┌─────────┐     ┌─────────┐     ┌─────────┐     ┌─────────┐     ┌─────────┐
│ Sealed  │────▶│  Trust  │────▶│ Verify  │────▶│ Decrypt │────▶│  Data   │
│ Payload │     │  Check  │     │ Layers  │     │   PQC   │     │ Output  │
└─────────┘     └─────────┘     └─────────┘     └─────────┘     └─────────┘
     │               │               │               │               │
     │               │               │               │               │
     ▼               ▼               ▼               ▼               ▼
  payload       trust=0.92      all_pass?       plaintext       decision
  JSON          TRUSTED         YES/NO          "secret"        ALLOW

Component Architecture

Trust Manager

┌─────────────────────────────────────────────────────────────────┐
│                        TRUST MANAGER                             │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  ┌──────────────┐    ┌──────────────┐    ┌──────────────┐       │
│  │   Langues    │    │   Behavior   │    │   History    │       │
│  │   Weighting  │    │   Analysis   │    │   Tracker    │       │
│  └──────┬───────┘    └──────┬───────┘    └──────┬───────┘       │
│         │                   │                   │                │
│         └───────────────────┼───────────────────┘                │
│                             │                                    │
│                    ┌────────▼────────┐                          │
│                    │  Trust Score    │                          │
│                    │  Calculator     │                          │
│                    └────────┬────────┘                          │
│                             │                                    │
│         ┌───────────────────┼───────────────────┐               │
│         │                   │                   │                │
│  ┌──────▼──────┐    ┌──────▼──────┐    ┌──────▼──────┐         │
│  │   ALLOW     │    │ QUARANTINE  │    │    DENY     │         │
│  │   ≥ 0.8     │    │  0.2-0.8    │    │   < 0.2     │         │
│  └─────────────┘    └─────────────┘    └─────────────┘         │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

Roundtable Multi-Signature Governance (Exponential Security Scaling)

Tier Tongues Required Signatures Security Multiplier Use Cases
1 1 (KO) Single 1.5× Basic coordination, status updates
2 2 (KO+RU) Dual 5.06× State modifications, config changes
3 3 (KO+RU+UM) Triple 38.4× Security operations, key rotation
4 4 (KO+RU+UM+CA) Quad 656× Irreversible ops (deploy, delete)
5 5 (All except one) Quint 14,348× Critical infrastructure changes
6 6 (All tongues) Full Roundtable 518,400× Genesis-level operations, system reboot

PHDM (Intrusion Detection)

┌─────────────────────────────────────────────────────────────────┐
│              POLYHEDRAL HAMILTONIAN DEFENSE MANIFOLD             │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│     ┌─────┐  ┌─────┐  ┌─────┐  ┌─────┐  ┌─────┐  ┌─────┐       │
│     │ P0  │  │ P1  │  │ P2  │  │ P3  │  │ P4  │  │ ... │       │
│     │Tetra│  │Cube │  │Octa │  │Dodec│  │Icosa│  │ P15 │       │
│     └──┬──┘  └──┬──┘  └──┬──┘  └──┬──┘  └──┬──┘  └──┬──┘       │
│        │        │        │        │        │        │           │
│        └────────┴────────┴────┬───┴────────┴────────┘           │
│                               │                                  │
│                    ┌──────────▼──────────┐                      │
│                    │  Hamiltonian Path   │                      │
│                    │  + HMAC Chaining    │                      │
│                    └──────────┬──────────┘                      │
│                               │                                  │
│                    ┌──────────▼──────────┐                      │
│                    │  6D Geodesic        │                      │
│                    │  Distance Check     │                      │
│                    └──────────┬──────────┘                      │
│                               │                                  │
│              ┌────────────────┼────────────────┐                │
│              │                │                │                 │
│       ┌──────▼──────┐  ┌──────▼──────┐  ┌──────▼──────┐        │
│       │   NORMAL    │  │   ANOMALY   │  │  INTRUSION  │        │
│       │   d < 0.3   │  │  0.3-0.7    │  │   d > 0.7   │        │
│       └─────────────┘  └─────────────┘  └─────────────┘        │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

Deployment Architecture

Single Node (Development)

┌─────────────────────────────────────────┐
│              Single Node                 │
├─────────────────────────────────────────┤
│                                          │
│  ┌──────────────────────────────────┐   │
│  │         SCBE Pipeline            │   │
│  │  ┌─────────┐  ┌─────────┐       │   │
│  │  │ 14-Layer│  │  Trust  │       │   │
│  │  │ Stack   │  │ Manager │       │   │
│  │  └─────────┘  └─────────┘       │   │
│  │  ┌─────────┐  ┌─────────┐       │   │
│  │  │  PHDM   │  │   PQC   │       │   │
│  │  │  (IDS)  │  │  Layer  │       │   │
│  │  └─────────┘  └─────────┘       │   │
│  └──────────────────────────────────┘   │
│                                          │
│  ┌──────────────────────────────────┐   │
│  │         Local Storage            │   │
│  │  • Sealed payloads               │   │
│  │  • Trust history                 │   │
│  │  • Audit logs                    │   │
│  └──────────────────────────────────┘   │
│                                          │
└─────────────────────────────────────────┘

AWS Lambda (Serverless)

┌─────────────────────────────────────────────────────────────────┐
│                        AWS Cloud                                 │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  ┌──────────────┐    ┌──────────────┐    ┌──────────────┐       │
│  │  API Gateway │───▶│   Lambda     │───▶│  DynamoDB    │       │
│  │  (REST/WS)   │    │   (SCBE)     │    │  (Storage)   │       │
│  └──────────────┘    └──────────────┘    └──────────────┘       │
│         │                   │                   │                │
│         │                   │                   │                │
│         ▼                   ▼                   ▼                │
│  ┌──────────────┐    ┌──────────────┐    ┌──────────────┐       │
│  │   Cognito    │    │   Secrets    │    │  CloudWatch  │       │
│  │   (Auth)     │    │   Manager    │    │   (Logs)     │       │
│  └──────────────┘    └──────────────┘    └──────────────┘       │
│                                                                  │
│  ┌──────────────────────────────────────────────────────────┐   │
│  │                    Lambda Function                        │   │
│  │  ┌─────────────────────────────────────────────────────┐ │   │
│  │  │  import { SCBE14LayerPipeline } from 'scbe-aethermoore' │   │
│  │  │                                                       │ │   │
│  │  │  export const handler = async (event) => {           │ │   │
│  │  │    const pipeline = new SCBE14LayerPipeline();       │ │   │
│  │  │    return pipeline.process(event);                   │ │   │
│  │  │  };                                                  │ │   │
│  │  └─────────────────────────────────────────────────────┘ │   │
│  └──────────────────────────────────────────────────────────┘   │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

Kubernetes (Enterprise)

┌─────────────────────────────────────────────────────────────────┐
│                     Kubernetes Cluster                           │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  ┌─────────────────────────────────────────────────────────┐    │
│  │                    Ingress Controller                    │    │
│  └─────────────────────────┬───────────────────────────────┘    │
│                            │                                     │
│         ┌──────────────────┼──────────────────┐                 │
│         │                  │                  │                  │
│  ┌──────▼──────┐    ┌──────▼──────┐    ┌──────▼──────┐         │
│  │  SCBE Pod   │    │  SCBE Pod   │    │  SCBE Pod   │         │
│  │  (Replica)  │    │  (Replica)  │    │  (Replica)  │         │
│  └──────┬──────┘    └──────┬──────┘    └──────┬──────┘         │
│         │                  │                  │                  │
│         └──────────────────┼──────────────────┘                 │
│                            │                                     │
│  ┌─────────────────────────▼───────────────────────────────┐    │
│  │                    Service Mesh                          │    │
│  │  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐      │    │
│  │  │   Redis     │  │  PostgreSQL │  │   Vault     │      │    │
│  │  │   (Cache)   │  │   (State)   │  │   (Secrets) │      │    │
│  │  └─────────────┘  └─────────────┘  └─────────────┘      │    │
│  └─────────────────────────────────────────────────────────┘    │
│                                                                  │
│  ┌─────────────────────────────────────────────────────────┐    │
│  │                    Monitoring Stack                      │    │
│  │  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐      │    │
│  │  │ Prometheus  │  │   Grafana   │  │   Jaeger    │      │    │
│  │  │  (Metrics)  │  │ (Dashboard) │  │  (Tracing)  │      │    │
│  │  └─────────────┘  └─────────────┘  └─────────────┘      │    │
│  └─────────────────────────────────────────────────────────┘    │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

Technology Stack

Languages & Runtimes

| Component | Technology | Version | |———–|————|———| | Core Engine | TypeScript | 5.x | | Python Bindings | Python | 3.10+ | | Build System | Node.js | 18+ | | Testing | Vitest / pytest | Latest |

Cryptography

| Algorithm | Standard | Use Case | |———–|———-|———-| | ML-KEM-768 | NIST PQC | Key encapsulation | | ML-DSA | NIST PQC | Digital signatures | | AES-256-GCM | FIPS 197 | Symmetric encryption | | SHA-3-256 | FIPS 202 | Hashing | | HMAC-SHA256 | RFC 2104 | Authentication |

Dependencies

{
  "dependencies": {
    "typescript": "^5.0.0",
    "vitest": "^4.0.0",
    "fast-check": "^3.0.0"
  }
}
requirements.txt:
numpy>=1.24.0
scipy>=1.10.0
hypothesis>=6.0.0
pytest>=8.0.0

Security Model

Threat Model

┌─────────────────────────────────────────────────────────────────┐
│                        THREAT MODEL                              │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  EXTERNAL THREATS                    INTERNAL THREATS            │
│  ┌─────────────────┐                ┌─────────────────┐         │
│  │ • Quantum       │                │ • Insider       │         │
│  │   attacks       │                │   threats       │         │
│  │ • Side-channel  │                │ • Privilege     │         │
│  │ • Replay        │                │   escalation    │         │
│  │ • MITM          │                │ • Data          │         │
│  │ • Brute force   │                │   exfiltration  │         │
│  └────────┬────────┘                └────────┬────────┘         │
│           │                                  │                   │
│           └──────────────┬───────────────────┘                  │
│                          │                                       │
│                 ┌────────▼────────┐                             │
│                 │  14-LAYER       │                             │
│                 │  DEFENSE        │                             │
│                 └────────┬────────┘                             │
│                          │                                       │
│         ┌────────────────┼────────────────┐                     │
│         │                │                │                      │
│  ┌──────▼──────┐  ┌──────▼──────┐  ┌──────▼──────┐             │
│  │   Context   │  │   Trust     │  │   Quantum   │             │
│  │   Binding   │  │   Scoring   │  │   Resist    │             │
│  └─────────────┘  └─────────────┘  └─────────────┘             │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

Defense Layers by Threat

Threat Primary Defense Secondary Defense
Quantum Attack Layer 12 (PQC) Layer 9 (Harmonic)
Replay Attack Layer 3 (Breath) Layer 1 (Context)
Side-Channel Layer 6 (Spectral) Layer 11 (Audio)
Insider Threat Layer 2 (Metric) Layer 10 (Decision)
Data Tampering Layer 14 (CFI) Layer 8 (Triadic)

Performance Characteristics

Latency Profile

Operation: SEAL (14 layers)
─────────────────────────────────────────────────────
Layer 1  (Context)    │████                    │ 0.2ms
Layer 2  (Metric)     │██████                  │ 0.3ms
Layer 3  (Breath)     │████                    │ 0.2ms
Layer 4  (Phase)      │████                    │ 0.2ms
Layer 5  (Potential)  │████                    │ 0.2ms
Layer 6  (Spectral)   │██████                  │ 0.3ms
Layer 7  (Spin)       │████                    │ 0.2ms
Layer 8  (Triadic)    │████                    │ 0.2ms
Layer 9  (Harmonic)   │████                    │ 0.2ms
Layer 10 (Decision)   │██                      │ 0.1ms
Layer 11 (Audio)      │████                    │ 0.2ms
Layer 12 (PQC)        │████████████████████    │ 1.0ms
Layer 13 (Anti-Frag)  │██                      │ 0.1ms
Layer 14 (CFI)        │████                    │ 0.2ms
─────────────────────────────────────────────────────
TOTAL                                           3.4ms

Throughput

Configuration Ops/sec Latency (p99)
All 14 layers 294 4.2ms
Layers 1-10 only 625 2.1ms
PQC disabled 1,250 1.0ms

AI Orchestration System

Multi-Agent Architecture

+------------------------------------------------------------------+
|                    SCBE AI ORCHESTRATION                          |
+------------------------------------------------------------------+
|                                                                    |
|  +------------------+       +------------------+                   |
|  |   ORCHESTRATOR   |<----->|  SECURITY GATE   |                  |
|  |  (Central Hub)   |       | (14-Layer Stack) |                  |
|  +--------+---------+       +------------------+                   |
|           |                                                        |
|           v                                                        |
|  +------------------+       +------------------+                   |
|  |  AGENT REGISTRY  |       |   AUDIT LOGGER   |                  |
|  +--------+---------+       +------------------+                   |
|           |                         ^                              |
|    +------+------+                  |                              |
|    |      |      |                  |                              |
|    v      v      v                  |                              |
|  +----+ +----+ +----+              |                              |
|  |Sec | |Res | |Bus |   Logs ------+                              |
|  |Agt | |Agt | |Agt |                                             |
|  +----+ +----+ +----+                                             |
|                                                                    |
|  +------------------+       +------------------+                   |
|  | WORKFLOW ENGINE  |       | SECURE STORAGE   |                  |
|  +------------------+       +------------------+                   |
|                                                                    |
+------------------------------------------------------------------+

Agent Types

Role Description Capabilities
Coordinator Central task routing Load balancing, delegation, status
Security Threat monitoring Scanning, auditing, compliance
Research Knowledge lookup Search, summarize, compare
Business Portfolio management Analysis, reporting, forecasting
Engineer Code operations Generate, test, debug
Analyst Data analysis Visualization, insights

Secure Agent Communication

Agent A                    Security Gate                   Agent B
   |                            |                             |
   |------ Send Message ------->|                             |
   |                            |                             |
   |                     +------+------+                      |
   |                     | Sanitize    |                      |
   |                     | Validate    |                      |
   |                     | Sign        |                      |
   |                     | Encrypt     |                      |
   |                     +------+------+                      |
   |                            |                             |
   |                            |------ Deliver Message ----->|
   |                            |                             |
   |                            |<----- Response -------------|
   |                            |                             |
   |<----- Verified Response ---|                             |

Prompt Injection Prevention

Multi-layer defense against prompt injection attacks:

Layer Protection Method
1 Pattern Matching 40+ known injection patterns
2 Encoding Detection Hex, Unicode, HTML entity
3 Context Boundary System/User delimiter checks
4 Recursive Prompt Nested prompt detection
5 Rate Limiting Abuse prevention
6 Message Signing HMAC authentication
7 Output Validation Sensitive data redaction

Workflow Execution

+-----------+     +-----------+     +-----------+
|   Task 1  |---->|   Task 2  |---->|   Task 3  |
|  (Scan)   |     | (Analyze) |     | (Report)  |
+-----------+     +-----------+     +-----------+
     |                  |                  |
     v                  v                  v
+--------+         +--------+         +--------+
| Agent  |         | Agent  |         | Agent  |
|Security|         |Research|         |Business|
+--------+         +--------+         +--------+

Science Packs - Knowledge Base System

Module Categories

Category Packs Total Size
Physical Sciences physics_sim, chemistry, astronomy, earth_science, materials ~19 MB
Life Sciences biology, neuroscience, ecology, bioinformatics, pharmacology ~23 MB
Mathematical Sciences pure_math, applied_math, statistics, cryptography, logic ~15 MB
Engineering electrical, mechanical, aerospace, civil, biomedical ~22 MB
Computer Science algorithms, ai_ml, distributed, security, quantum_computing ~22 MB
Social Sciences economics, sociology, psychology, linguistics ~11 MB

Knowledge Pack Structure

science_packs/
+-- __init__.py          # Pack registry and management
+-- physics_sim/         # INSTALLED - Physics simulation
|   +-- core.py
|   +-- atmosphere.py
|   +-- fluids.py
|   +-- orbital.py
|   +-- nuclear.py
|   +-- statistical.py
|   +-- waves_optics.py
|   +-- numerical.py
|   +-- simulator.py
+-- chemistry/           # Available add-on
+-- biology/             # Available add-on
+-- ai_ml/               # Available add-on
...

Pack Installation Model

+------------------+     +------------------+     +------------------+
|   NOT INSTALLED  |---->|    INSTALLED     |---->|     ACTIVE       |
|   (Available)    |     |   (On Disk)      |     |  (In Memory)     |
+------------------+     +------------------+     +------------------+
        |                        |                        |
        v                        v                        v
   Download &            Load on startup         Accessible to
   verify integrity      if configured           all agents

Setup Assistant

Interactive Setup Flow

+----------+     +----------+     +----------+     +----------+
| Welcome  |---->|  System  |---->| Knowledge|---->|  Agent   |
| & Select |     |  Check   |     |   Packs  |     |  Config  |
+----------+     +----------+     +----------+     +----------+
                                                        |
+----------+     +----------+     +----------+          |
| Complete |<----| Portfolio|<----|  Security|<---------+
|   Setup  |     |  Import  |     |   Level  |
+----------+     +----------+     +----------+

Setup Templates

Template Use Case Agents Security
Business Portfolio management Coordinator, Business, Analyst, Security Standard
Research Scientific computing Coordinator, 2x Research, Engineer Minimal
Security SOC operations Coordinator, 3x Security Maximum
Minimal Development/Testing Coordinator only Minimal

Audit & Compliance

Hash-Chained Audit Logs

+--------+     +--------+     +--------+     +--------+
| Entry  |---->| Entry  |---->| Entry  |---->| Entry  |
|   1    |     |   2    |     |   3    |     |   N    |
+--------+     +--------+     +--------+     +--------+
    |              |              |              |
    v              v              v              v
 hash_1 <------ hash_1 <------ hash_2 <------ hash_N-1
                prev           prev           prev

Log Categories

Category Tracked Events
AGENT Actions, status changes, errors
TASK Start, progress, completion, failure
WORKFLOW Execution, steps, results
SECURITY Threats, blocks, violations
FILE Creates, modifies, deletes
DECISION AI decisions with reasoning
COMMUNICATION Agent-to-agent messages

Secure Storage

  • AES-256-GCM encryption at rest
  • Integrity verification via SHA-256
  • Optional cloud backup extensions
  • Automatic log rotation & compression

Full System Architecture

+========================================================================+
|                    SCBE-AETHERMOORE v3.0.0                              |
|                    Complete System Overview                             |
+========================================================================+
|                                                                         |
|  +------------------------+    +------------------------+               |
|  |   SETUP ASSISTANT      |    |    SCIENCE PACKS       |              |
|  |  - Interactive wizard  |    |  - 30+ knowledge packs |              |
|  |  - Template selection  |    |  - Offline access      |              |
|  |  - Portfolio import    |    |  - Modular add-ons     |              |
|  +------------------------+    +------------------------+               |
|                                                                         |
|  +------------------------------------------------------------------+  |
|  |                    AI ORCHESTRATION                               |  |
|  |  +-------------+  +-------------+  +-------------+               |  |
|  |  | Coordinator |  |  Security   |  |  Research   |               |  |
|  |  |    Agent    |  |    Agent    |  |    Agent    |               |  |
|  |  +-------------+  +-------------+  +-------------+               |  |
|  |  +-------------+  +-------------+  +-------------+               |  |
|  |  |  Business   |  |  Engineer   |  |   Analyst   |               |  |
|  |  |    Agent    |  |    Agent    |  |    Agent    |               |  |
|  |  +-------------+  +-------------+  +-------------+               |  |
|  +------------------------------------------------------------------+  |
|                                                                         |
|  +------------------------------------------------------------------+  |
|  |                    SECURITY LAYER                                 |  |
|  |  +---------------------+    +---------------------+              |  |
|  |  | PROMPT INJECTION    |    |  14-LAYER SECURITY  |              |  |
|  |  | PREVENTION          |    |  STACK              |              |  |
|  |  | - Pattern matching  |    |  - Context binding  |              |  |
|  |  | - Encoding detect   |    |  - Langues metric   |              |  |
|  |  | - Rate limiting     |    |  - PQC encryption   |              |  |
|  |  | - Message signing   |    |  - PHDM intrusion   |              |  |
|  |  +---------------------+    +---------------------+              |  |
|  +------------------------------------------------------------------+  |
|                                                                         |
|  +------------------------------------------------------------------+  |
|  |                    WORKFLOW ENGINE                                |  |
|  |  +-------------+  +-------------+  +-------------+               |  |
|  |  | Task Queue  |  | Executor    |  |  Tracker    |               |  |
|  |  +-------------+  +-------------+  +-------------+               |  |
|  +------------------------------------------------------------------+  |
|                                                                         |
|  +------------------------------------------------------------------+  |
|  |                    STORAGE & LOGGING                              |  |
|  |  +-------------+  +-------------+  +-------------+               |  |
|  |  | Audit Logs  |  | Secure      |  | Cloud       |               |  |
|  |  | (Chained)   |  | Storage     |  | Extensions  |               |  |
|  |  +-------------+  +-------------+  +-------------+               |  |
|  +------------------------------------------------------------------+  |
|                                                                         |
+=========================================================================+

Spectral Identity System - Rainbow Chromatic Fingerprinting

Overview

The Spectral Identity System provides visual human verification through unique color signatures. Each entity gets a “rainbow fingerprint” based on their multi-dimensional trust vectors - no two entities will have exactly the same color signature.

┌─────────────────────────────────────────────────────────────────┐
│              SPECTRAL IDENTITY SYSTEM                            │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  6D Trust Vector                    7-Band Spectrum              │
│  ┌─────────────┐                   ┌─────────────────────┐      │
│  │ KO: 0.8     │                   │ Red     ████████░░  │      │
│  │ AV: 0.6     │    ──────────▶    │ Orange  ██████░░░░  │      │
│  │ RU: 0.7     │    Spectral       │ Yellow  ███████░░░  │      │
│  │ CA: 0.5     │    Transform      │ Green   █████░░░░░  │      │
│  │ UM: 0.9     │                   │ Blue    █████████░  │      │
│  │ DR: 0.4     │                   │ Indigo  ████░░░░░░  │      │
│  └─────────────┘                   │ Violet  ██████░░░░  │      │
│                                    └─────────────────────┘      │
│                                                                  │
│  Sacred Tongue Colors              Combined Identity             │
│  ┌─────────────────┐              ┌─────────────────────┐       │
│  │ KO: Deep Red    │              │ Hex: #7A4B8C        │       │
│  │ AV: Amber       │              │ Name: Vivid Blue    │       │
│  │ RU: Emerald     │  ─────────▶  │ Hash: SP-A3F2-8B1C  │       │
│  │ CA: Sapphire    │              │ Confidence: HIGH    │       │
│  │ UM: Amethyst    │              └─────────────────────┘       │
│  │ DR: Obsidian    │                                            │
│  └─────────────────┘                                            │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

Color Mapping to SCBE Layers

Spectral Band Wavelength (nm) SCBE Layers Sacred Tongue Purpose
Red 620-750 L1-L2 Koraelin (KO) Context/Metric
Orange 590-620 L3-L4 Avali (AV) Breath/Phase
Yellow 570-590 L5-L6 Runethic (RU) Potential/Spectral
Green 495-570 L7-L8 Cassisivadan (CA) Spin/Triadic
Blue 450-495 L9-L10 Umbroth (UM) Harmonic/Decision
Indigo 420-450 L11-L12 Draumric (DR) Audio/Quantum
Violet 380-420 L13-L14 (Combined) Anti-Fragile/CFI

Usage Example

import { spectralGenerator } from 'scbe-aethermoore';
import { TrustManager } from 'scbe-aethermoore';

// Create trust manager
const trustManager = new TrustManager();

// Compute trust score
const trustVector = [0.8, 0.6, 0.7, 0.5, 0.9, 0.4];
const score = trustManager.computeTrustScore('node-123', trustVector);

// Generate spectral identity for visual verification
const spectralIdentity = spectralGenerator.generateIdentity('node-123', trustVector);

console.log(spectralIdentity.hexCode);      // #7A4B8C
console.log(spectralIdentity.spectralHash); // SP-A3F2-8B1C
console.log(spectralIdentity.colorName);    // Vivid Blue

// Get ASCII visual representation
const visual = spectralGenerator.generateVisual(spectralIdentity);
console.log(visual);
// ╔══════════════════════════════════════════╗
// ║  SPECTRAL IDENTITY: node-123             ║
// ╠══════════════════════════════════════════╣
// ║  Color: #7A4B8C (Vivid Blue)             ║
// ║  Hash:  SP-A3F2-8B1C                     ║
// ║  Confidence: HIGH                        ║
// ╠══════════════════════════════════════════╣
// ║  Red     ████████████████░░░░ 80.0%      ║
// ║  Orange  ████████████░░░░░░░░ 60.0%      ║
// ...

// Compare two identities
const identity2 = spectralGenerator.generateIdentity('node-456', [0.3, 0.9, 0.2, 0.8, 0.4, 0.7]);
const similarity = spectralGenerator.compareIdentities(spectralIdentity, identity2);
console.log(`Similarity: ${(similarity * 100).toFixed(1)}%`);

Python Usage

from src.harmonic.spectral_identity import (
    generate_spectral_identity,
    compare_spectral_identities,
    visualize_spectral_identity
)

# Generate spectral identity
identity = generate_spectral_identity(
    entity_id='node-123',
    trust_vector=[0.8, 0.6, 0.7, 0.5, 0.9, 0.4]
)

print(f"Color: {identity.hex_code}")
print(f"Hash: {identity.spectral_hash}")
print(f"Name: {identity.color_name}")

# Visualize
print(visualize_spectral_identity(identity))

# Compare identities
identity2 = generate_spectral_identity('node-456', [0.3, 0.9, 0.2, 0.8, 0.4, 0.7])
similarity = compare_spectral_identities(identity, identity2)
print(f"Similarity: {similarity * 100:.1f}%")

Human Verification Use Cases

  1. Visual Identity Confirmation - Users can verify node identity by comparing displayed colors
  2. Anomaly Detection - Sudden color changes indicate trust vector manipulation
  3. Network Visualization - Color-code network graphs by spectral identity
  4. Audit Trails - Include spectral hashes in logs for visual verification

See Also


Patent Pending - USPTO Application #63/961,403


© 2026 Aethermoore - Issac Davis, Founder | Patent Pending (63/961,403) | Products | Demo

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