Architecture
14. System Architecture
14.1 High-Level Architecture
┌───────────────────────────────────────────────────────────────┐
│ User Layer │
│ ┌──────────────────┐ ┌───────────────────┐ │
│ │ Repository Owners│ │ Contributors │ │
│ └────────┬─────────┘ └─────────┬─────────┘ │
└───────────┼───────────────────────────────────┼───────────────┘
│ │
▼ ▼
┌───────────────────────────────────────────────────────────────┐
│ Frontend / Web3 Layer │
│ ┌─────────────────────────────────────────────────────────┐ │
│ │ Wallet Connection (MetaMask, WalletConnect, etc.) │ │
│ └──────────────────┬──────────────────────────────────────┘ │
└─────────────────────┼────────────────────────────────────────┘
│
▼
┌───────────────────────────────────────────────────────────────┐
│ Smart Contract Layer (Creo) │
│ ┌─────────────────────────────────────────────────────────┐ │
│ │ DecentralizedIssueTracker Smart Contract │ │
│ │ │ │
│ │ • Assigned contributor │ │
│ │ • Stake amount │ │
│ │ • Deadline │ │
│ │ • Contributor history │ │
│ │ │ │
│ │ Key protections: │ │
│ │ • Creator cannot assign issue to self │ │
│ │ • Contributors cannot take same issue multiple times │ │
│ │ • Deadlines prevent stalling / abuse │ │
│ └───────────┬─────────────────────────────────────────────┘ │
└──────────────┼──────────────────────────────────────────────--┘
│
▼
┌───────────────────────────────┐ ┌─────────────────────────────┐
│ GitHub API Integration │ │ AI-Powered Review Layer │
│ • Issue tracking │ │ │
│ • PR verification │ │ ┌───────────────────────-┐ │
│ • Merge detection │ │ │ ASI Main Agent (Router)│ │
│ • Reconciliation │ │ └──────────┬────────────-┘ │
└───────────────────────────────┘ │ │ │
▼ ▼
┌──────────────────────────---┐
│ Agent Marketplace / uAgents │
│ • Code Analyzer │
│ • PR Reviewer │
│ • Feature Suggester │
└──────────┬───────────────----
│
▼
┌──────────────────────────┐
│ MeTTa Reasoning Engine │
│ (Knowledge Graphs & AI) │
└──────────────────────────┘
│
▼
┌───────────────────────────────────────────────────────────────┐
│ On-chain Transparency & Rewards │
│ • AI confidence scores stored on-chain │
│ • Contributor stake & bounty management │
│ • Expired/disputed issues tracked automatically │
│ • Extensions: increase bounty or extend deadlines │
└───────────────────────────────────────────────────────────────┘
14.2 Component Interactions
Issue Creation Flow
Repository Owner → Smart Contract → Issue Struct Created
↓
Bounty Locked
↓
(Optional) AI Agent → Analyze Repo → Create Issues
↓
GitHub Issue CreatedIssue Assignment Flow
Contributor → Stakes ETH → Smart Contract
↓
Validates Stake Amount (5-20%)
↓
Checks Previous Attempts
↓
Assigns Exclusive Rights
↓
Sets Deadline (Based on Difficulty)
↓
Updates GitHub IssueIssue Completion Flow
Contributor → Submits PR on GitHub
↓
(Optional) AI Agent → Grades PR → Confidence Score
↓
Owner → Approves Completion → Smart Contract
↓
GitHub API Verification
↓
Contract Validates Assignment Match
↓
Releases: Bounty + Contributor Stake
↓
Updates Organization Available RewardsGitHub Reconciliation Flow
Periodic Cron Job / Event Trigger
↓
Smart Contract Queries GitHub API
↓
Compare On-Chain State vs GitHub State
↓
┌─────────────────┬─────────────────┐
▼ ▼ ▼
Match Found Mismatch Found Off-Platform Merge
│ │ │
▼ ▼ ▼
Continue Slash Stake Slash Owner Stake
Normally (Violation) (Appropriation)14.3 AI Agent Architecture
┌─────────────────────────────────────────────────────────┐
│ User Request │
│ (Repository URL / PR URL) │
└──────────────────────┬──────────────────────────────────┘
▼
┌─────────────────────────────────────────────────────────┐
│ Main Agent (ASI Router) │
│ • Receives request │
│ • Queries Agentverse for specialized agents │
│ • Selects optimal agents (typically 3) │
│ • Coordinates analysis │
│ • Synthesizes final response │
└──────────────────────┬──────────────────────────────────┘
▼
┌─────────────┴─────────────┐
▼ ▼
┌──────────────────┐ ┌──────────────────────┐
│ Code Analyzer │ │ PR Reviewer │
│ uAgent │ │ uAgent │
│ │ │ │
│ • Langchain │ │ • Langchain │
│ • MeTTa │ │ • MeTTa │
│ • Repo Analysis │ │ • PR Analysis │
└────────┬─────────┘ └─────────┬────────────┘
│ │
▼ ▼
┌────────────────────────────────────────────────────────┐
│ MeTTa Knowledge Graph Layer │
│ │
│ ┌──────────────────────────────────────────────────┐ │
│ │ Structured Knowledge Representation │ │
│ │ │ │
│ │ • Code Metadata │ │
│ │ • Call Graphs │ │
│ │ • Dependency Trees │ │
│ │ • Issue History │ │
│ │ • Pattern Matching Rules │ │
│ │ • Symbolic Reasoning │ │
│ └──────────────────────────────────────────────────┘ │
└────────────────────────────────────────────────────────┘
│ │
└───────────┬──────────────┘
▼
┌───────────────────────┐
│ Analysis Results │
│ Aggregation │
└───────────┬───────────┘
▼
┌───────────────────────┐
│ Final Recommendation │
│ to User │
└───────────────────────┘14.4 Data Flow
On-Chain Data
Smart Contract State
├── Organizations Mapping
│ ├── repoUrl
│ ├── totalStaked
│ ├── availableRewards
│ ├── owner
│ ├── deadline configurations
│ └── aiCredits
├── Issues Mapping
│ ├── id
│ ├── org address
│ ├── githubIssueUrl
│ ├── bounty
│ ├── assignedTo
│ ├── status flags
│ ├── difficulty
│ └── deadline
├── Contributor Stakes Mapping
└── Assignment HistoryOff-Chain Data (GitHub)
GitHub Repository
├── Issues
│ ├── Issue Number
│ ├── Status (Open/Closed)
│ ├── Assignee
│ └── Metadata
└── Pull Requests
├── PR Number
├── Author
├── Merge Status
├── Linked Issues
└── Commit HistoryAI Agent Data (Fetch.ai Chain)
Agent Registry
├── Agent Identity
├── Reputation Score
├── Specialization Tags
├── Performance Metrics
└── Challenge History14.5 Security Architecture
Defense Layers
Layer 1: Economic Security
├── Two-sided Staking
├── Slashing Conditions
└── Stake-to-Bounty Ratios
Layer 2: Smart Contract Security
├── Reentrancy Guards
├── Access Control Modifiers
├── Pausable Functionality
└── Non-Upgradeable Design
Layer 3: Identity & Sybil Resistance
├── Stake Requirements
├── One-Attempt-Per-Issue Rule
├── (Future) Anon Aadhaar Integration
└── Address Verification
Layer 4: AI Verification
├── Current: Optimistic Reputation System
├── On-Chain Agent Identities
├── Challenge Mechanism
└── Future: TEE Cryptographic Proofs
Layer 5: External Verification
├── GitHub API Reconciliation
├── PR Author Verification
├── Merge State Validation
└── Continuous Monitoring14.6 Technology Stack
Frontend Layer
├── React / Next.js
├── Web3.js / Ethers.js
├── Wallet Integration Libraries
└── UI Framework (Tailwind CSS)
Blockchain Layer
├── 0G Chain (EVM-Compatible)
├── Solidity 0.8.20
├── OpenZeppelin Contracts
│ ├── ReentrancyGuard
│ ├── Ownable
│ └── Pausable
└── Hardhat / Foundry (Development)
AI Layer
├── Fetch.ai uAgents Framework
├── ASI (Artificial Superintelligence)
├── Langchain Adapters
├── MeTTa Reasoning Engine
└── Agent Marketplace (Agentverse)
Integration Layer
├── GitHub REST API
├── GitHub GraphQL API
└── Webhook Listeners
Future Infrastructure
├── 0G Compute (TEE)
├── 0G Storage (Immutable)
└── 0G Data Availability14.7 Deployment Architecture
Production Environment
├── Smart Contracts (0G Chain Mainnet)
│ ├── DecentralizedIssueTracker
│
│
├── Backend Services
│ ├── GitHub Reconciliation Service
│ ├── Event Indexer
│ ├── API Gateway
│ └── Webhook Handlers
│
├── AI Infrastructure
│ ├── Main Agent Orchestrator
│ ├── uAgent Instances
│ └── MeTTa Knowledge Store
│
└── Frontend
├── Web Application
├── CDN (Static Assets)
└── IPFS (Decentralized Hosting Option)Last updated