Architecture - skenai/WILL GitHub Wiki

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

WILL Architecture

System Overview

WILL's architecture is designed with the following key principles:

Modularity
Scalability
Security
Decentralization

Core Components

1. Social Intelligence Layer

Twitter Integration
Community Analysis
Sentiment Processing

2. Governance Interface

DAO Integration
Proposal Processing
Voting Mechanisms

3. Learning Engine

Pattern Recognition
Adaptive Behavior
Knowledge Synthesis

4. Security Layer

Authentication
Authorization
Data Privacy

Integration Points

External Systems

SKENAI DAO
Social Platforms
Blockchain Networks

Internal Components

API Gateway
Processing Pipeline
Storage Layer

Security Considerations

Data Encryption
Access Control
Privacy Protection

Future Enhancements

See our Roadmap for planned architectural improvements.

Related Pages

Integration with NATURAL Framework

Clean repository separation
Natural pipeline flow
Validator protection
Interface standards

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

Integration with Three-Graph Lattice

Technical graph validation
Economic resource optimization
Quality metrics tracking