---

version: 2.0.0 date: 2025-03-04 type: architecture-doc status: public tags: [william, system, architecture] related: [] changelog:

• version: 2.0.0 date: 2025-03-04 changes:
  • "MAJOR: Switch to YAML frontmatter"
  • "MAJOR: Enhanced metadata structure" references: []
• version: 1.0.0 date: 2025-03-03 changes:
  • "MAJOR: Initial documentation" references: []

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System Architecture

WILL v2.0.0 implements a clean, three-tier architecture following the Market Coordination Protocol (MCP) standard.

Architecture Overview

┌─────────────────────────────────────┐
│           Stage 1: SKENAI           │
│          (Initial Hopper)           │
│   - Raw content intake             │
│   - Initial processing             │
│   - Basic validation               │
│   - Content categorization         │
├─────────────────────────────────────┤
│         Stage 2: SKENAI-Q           │
│          (Quality Gate)             │
│   - Proposal validation            │
│   - Security enforcement           │
│   - Quality assessment             │
│   - Staging verification           │
├─────────────────────────────────────┤
│         Stage 3: SKENAI-R           │
│          (Release Gate)             │
│   - Final verification             │
│   - Production deployment          │
│   - Public distribution            │
│   - Access management              │
└─────────────────────────────────────┘

Layer Responsibilities

1. Stage 1 (SKENAI)

• Handles raw content intake
• Performs initial processing
• Basic validation checks
• Content categorization
• Preliminary security scanning

2. Stage 2 (SKENAI-Q)

• Validates proposals (100+ proposals)
• Enforces security protocols
• Assesses quality metrics
• Manages staging environment
• Executes test suites

3. Stage 3 (SKENAI-R)

• Final verification checks
• Production deployment
• Public distribution
• Access management
• Documentation updates

Natural Pipeline Flow

┌──────────┐    ┌──────────┐    ┌──────────┐
│  SKENAI  │ -> │ R-prop   │ -> │   Q.1    │
└──────────┘    └──────────┘    └──────────┘
                                      │
┌──────────┐    ┌──────────┐    ┌──────────┐
│ R-final  │ <- │   Vote   │ <- │   Q.2    │
└──────────┘    └──────────┘    └──────────┘

Integration Points

1. Three-Graph Lattice

Each layer participates in the Three-Graph Lattice:

• Stage 1: SKENAI → Technical Graph
• Stage 2: SKENAI-Q → Economic Graph
• Stage 3: SKENAI-R → Quality Graph

2. NATURAL Framework

The architecture implements NATURAL principles:

1. Clean repository separation
2. Natural pipeline flow
3. Validator protection
4. Interface standards

3. MCP Standard

Public interfaces follow MCP requirements:

• Standard validation interfaces
• Network coordination rules
• Agent interaction protocols
• Market validation patterns

Security Architecture

1. Layer Protection

┌────────────────┐
│  Public API    │ ← HTTPS, API Keys
├────────────────┤
│  Private Core  │ ← Vote Gates, Auth
├────────────────┤
│  Quality Layer │ ← Pattern Validation
└────────────────┘

2. Data Flow Security

• Request signing required
• Rate limiting enforced
• Validator authority respected
• Pattern validation required
• Access control maintained

3. Validator Protection

• Core stays private
• Vote gates for changes
• Pattern emergence preserved
• Natural movement maintained

Implementation Guidelines

1. Stage 1 (SKENAI)

from will.public import WILLInterface

interface = WILLInterface()
interface.initialize_mcp()
interface.start_coordination()

2. Stage 2 (SKENAI-Q)

from skenai.core import CoreValidator

validator = CoreValidator()
validator.initialize_quantum()
validator.start_processing()

3. Stage 3 (SKENAI-R)

from skenai.quality import QualityAnalyzer

analyzer = QualityAnalyzer()
analyzer.initialize_patterns()
analyzer.start_analysis()

Deployment Architecture

1. Repository Structure

will/
├── public/           # Public API
│   ├── api/         # Endpoints
│   └── docs/        # Documentation
├── private/         # Core logic
│   ├── validators/  # R validators
│   └── quantum/     # Processing
└── quality/         # Q analysis
    ├── patterns/    # Detection
    └── metrics/     # Evaluation

2. Network Architecture

[Clients] → [Public API] → [Load Balancer]
                              │
                        ┌─────┴─────┐
                        â–¼           â–¼
                  [Private]    [Quality]

Version Changes

New in v2.0.0

1. MCP standard implementation
2. Three-Graph Lattice integration
3. Enhanced security model
4. Clean repository separation
5. Natural pipeline flow

Migration Notes

• Update to MCP interfaces
• Implement Three-Graph Lattice
• Enable validator protection
• Add security enhancements

Getting Started

For detailed implementation guidance:

1. Review Technical Implementation
2. Study Three-Stage Architecture
3. Understand Security Protocols
4. Follow Development Guide
5. Consult API Reference

Pipeline API Integration

• /pipeline/submit - Entry point
• /pipeline/validate - Basic checks
• /pipeline/analyze - Efficiency (Q.1)
• /pipeline/patterns - Recognition (Q.2)
• /pipeline/status - State checks
• /pipeline/vote - Governance