🔗JAEGIS GitHub Integration Flow

Dynamic Resource Fetching & Automated Synchronization Architecture

This diagram illustrates the comprehensive GitHub integration system for JAEGIS v2.2, including dynamic resource fetching, automated synchronization, and security protocols.

graph TB
    %% JAEGIS GitHub Integration Architecture
    %% Dynamic Resource Fetching & Automated Sync
    
    %% JAEGIS Core System
    JAEGIS[🎯 JAEGIS Master Orchestrator<br/>Agent Creator Mode<br/>GitHub Integration Controller]
    
    %% GitHub Repository Structure
    subgraph "GitHub Repository: usemanusai/JAEGIS"
        MainBranch[📁 main branch<br/>Production Code<br/>Stable Release]
        DevBranch[📁 development branch<br/>Active Development<br/>Sync Target]
        StagingBranch[📁 staging branch<br/>Testing Environment<br/>Backup Target]
        
        subgraph "Repository Structure"
            CoreConfig[📄 core/agent-config.txt<br/>24-Agent Base System]
            EnhancedConfig[📄 enhanced-agent-config.txt<br/>68-Agent Enhanced System]
            IUASConfig[📄 iuas-agent-config.txt<br/>20-Agent IUAS Squad]
            GARASConfig[📄 garas-agent-config.txt<br/>40-Agent GARAS Squad]
            
            Commands[📁 commands/<br/>150+ Squad Commands<br/>Dynamic Command Loading]
            Templates[📁 templates/<br/>Agent Templates<br/>Configuration Templates]
            Docs[📁 docs/<br/>Documentation<br/>API Reference]
            
            SyncConfig[📄 sync-config.json<br/>Sync Configuration<br/>Security Protocols]
            OpenRouterConfig[📄 openrouter-config.json<br/>3000+ API Keys<br/>Load Balancing]
        end
    end
    
    %% Dynamic Resource Fetching System
    subgraph "Dynamic Resource Fetching"
        ResourceFetcher[🔄 Resource Fetcher<br/>Real-time Loading<br/>Cache Management]
        ConfigLoader[⚙️ Configuration Loader<br/>Dynamic Config Loading<br/>Hot Reloading]
        CommandLoader[⚡ Command Loader<br/>Dynamic Command Loading<br/>150+ Commands]
        TemplateLoader[📋 Template Loader<br/>Agent Template Loading<br/>Configuration Templates]
    end
    
    %% Automated Sync System
    subgraph "Automated GitHub Sync System"
        SyncOrchestrator[🎯 Sync Orchestrator<br/>60-Minute Cycles<br/>Intelligent Scheduling]
        
        subgraph "Security Layer"
            PreSyncScan[🛡️ Pre-Sync Scanner<br/>Vulnerability Detection<br/>Sensitive Data Scan]
            DataSanitizer[🧹 Data Sanitizer<br/>Automatic Replacement<br/>Mock Data Generation]
            AuditLogger[📊 Audit Logger<br/>AES-256 Encryption<br/>Comprehensive Logging]
        end
        
        subgraph "Sync Operations"
            FileAnalyzer[🔍 File Analyzer<br/>Change Detection<br/>Dependency Mapping]
            ConflictResolver[⚖️ Conflict Resolver<br/>Intelligent Merging<br/>Version Control]
            UploadManager[📤 Upload Manager<br/>Batch Processing<br/>Rate Limiting]
            ValidationEngine[✅ Validation Engine<br/>Upload Verification<br/>Integrity Checking]
        end
    end
    
    %% Monitoring & Analytics
    subgraph "Monitoring & Analytics"
        SyncMonitor[📈 Sync Monitor<br/>Real-time Status<br/>Performance Metrics]
        ErrorHandler[🚨 Error Handler<br/>Automatic Recovery<br/>Rollback Capability]
        ReportGenerator[📋 Report Generator<br/>Sync Reports<br/>Analytics Dashboard]
    end
    
    %% External Integrations
    GitHubAPI[🔗 GitHub API v4<br/>GraphQL Interface<br/>Token Authentication]
    WebhookSystem[🔔 Webhook System<br/>Real-time Notifications<br/>Event Triggers]
    
    %% Connection Flows
    
    %% Core System to GitHub
    JAEGIS --> ResourceFetcher
    JAEGIS --> SyncOrchestrator
    
    %% Resource Fetching Flow
    ResourceFetcher --> ConfigLoader
    ResourceFetcher --> CommandLoader
    ResourceFetcher --> TemplateLoader
    
    ConfigLoader --> CoreConfig
    ConfigLoader --> EnhancedConfig
    ConfigLoader --> IUASConfig
    ConfigLoader --> GARASConfig
    
    CommandLoader --> Commands
    TemplateLoader --> Templates
    
    %% Sync Flow
    SyncOrchestrator --> PreSyncScan
    PreSyncScan --> DataSanitizer
    DataSanitizer --> FileAnalyzer
    FileAnalyzer --> ConflictResolver
    ConflictResolver --> UploadManager
    UploadManager --> ValidationEngine
    
    %% Security and Monitoring
    SyncOrchestrator --> AuditLogger
    UploadManager --> SyncMonitor
    ValidationEngine --> ErrorHandler
    SyncMonitor --> ReportGenerator
    
    %% GitHub API Integration
    ResourceFetcher --> GitHubAPI
    UploadManager --> GitHubAPI
    GitHubAPI --> MainBranch
    GitHubAPI --> DevBranch
    GitHubAPI --> StagingBranch
    
    %% Webhook Integration
    GitHubAPI --> WebhookSystem
    WebhookSystem --> JAEGIS
    
    %% Branch Strategy
    UploadManager --> DevBranch
    DevBranch -.-> StagingBranch
    StagingBranch -.-> MainBranch
    
    %% Backup and Recovery
    ErrorHandler -.-> DevBranch
    ErrorHandler -.-> StagingBranch
    
    %% Styling
    classDef jaegisCore fill:#ff6b6b,stroke:#333,stroke-width:3px,color:#fff,font-weight:bold
    classDef githubRepo fill:#24292e,stroke:#333,stroke-width:2px,color:#fff
    classDef resourceSystem fill:#4ecdc4,stroke:#333,stroke-width:2px,color:#fff
    classDef syncSystem fill:#45b7d1,stroke:#333,stroke-width:2px,color:#fff
    classDef security fill:#e74c3c,stroke:#333,stroke-width:2px,color:#fff
    classDef monitoring fill:#f39c12,stroke:#333,stroke-width:2px,color:#333
    classDef external fill:#26de81,stroke:#333,stroke-width:2px,color:#333
    classDef config fill:#9b59b6,stroke:#333,stroke-width:1px,color:#fff
    
    %% Apply Styles
    class JAEGIS jaegisCore
    class MainBranch,DevBranch,StagingBranch githubRepo
    class ResourceFetcher,ConfigLoader,CommandLoader,TemplateLoader resourceSystem
    class SyncOrchestrator,FileAnalyzer,ConflictResolver,UploadManager,ValidationEngine syncSystem
    class PreSyncScan,DataSanitizer,AuditLogger security
    class SyncMonitor,ErrorHandler,ReportGenerator monitoring
    class GitHubAPI,WebhookSystem external
    class CoreConfig,EnhancedConfig,IUASConfig,GARASConfig,Commands,Templates,Docs,SyncConfig,OpenRouterConfig config

🔄 Dynamic Resource Fetching Process

1. Configuration Loading

sequenceDiagram
    participant JAEGIS as JAEGIS System
    participant Fetcher as Resource Fetcher
    participant GitHub as GitHub API
    participant Cache as Local Cache
    
    JAEGIS->>Fetcher: Request Configuration
    Fetcher->>Cache: Check Cache Validity
    alt Cache Valid
        Cache-->>Fetcher: Return Cached Config
    else Cache Invalid/Missing
        Fetcher->>GitHub: Fetch Latest Config
        GitHub-->>Fetcher: Return Config Data
        Fetcher->>Cache: Update Cache
    end
    Fetcher-->>JAEGIS: Return Configuration
    JAEGIS->>JAEGIS: Apply Configuration

2. Command Loading Process

sequenceDiagram
    participant Agent as Agent System
    participant Loader as Command Loader
    participant GitHub as GitHub Repository
    participant Parser as Command Parser
    
    Agent->>Loader: Request Commands
    Loader->>GitHub: Fetch Command Files
    GitHub-->>Loader: Return Command Data
    Loader->>Parser: Parse Commands
    Parser-->>Loader: Validated Commands
    Loader-->>Agent: Return Command Set
    Agent->>Agent: Register Commands

🔄 Automated Sync Process

3. Sync Cycle Execution

sequenceDiagram
    participant Timer as Sync Timer
    participant Orchestrator as Sync Orchestrator
    participant Scanner as Security Scanner
    participant Uploader as Upload Manager
    participant GitHub as GitHub API
    
    Timer->>Orchestrator: Trigger Sync (60min)
    Orchestrator->>Scanner: Execute Pre-Sync Scan
    Scanner-->>Orchestrator: Security Report
    alt Security Pass
        Orchestrator->>Uploader: Begin Upload Process
        Uploader->>GitHub: Upload Files
        GitHub-->>Uploader: Upload Confirmation
        Uploader-->>Orchestrator: Success Report
    else Security Fail
        Scanner-->>Orchestrator: Block Upload
        Orchestrator->>Orchestrator: Generate Alert
    end

🛡️ Security Protocols

Pre-Sync Security Scanning

Vulnerability Detection: Automated scanning for security vulnerabilities
Sensitive Data Detection: Pattern matching for API keys, passwords, tokens
Content Validation: File integrity and format validation
Access Control: Permission verification and authentication

Data Sanitization Rules

{
  "sanitization_rules": {
    "api_keys": "EXAMPLE_API_KEY_PLACEHOLDER",
    "passwords": "EXAMPLE_PASSWORD_PLACEHOLDER",
    "tokens": "EXAMPLE_TOKEN_PLACEHOLDER",
    "secrets": "EXAMPLE_SECRET_PLACEHOLDER",
    "local_paths": "/example/path/placeholder"
  }
}

Audit Trail System

AES-256 Encryption: All audit logs encrypted
Comprehensive Logging: Every operation logged with timestamps
Integrity Verification: Hash-based integrity checking
Forensic Analysis: Detailed operation tracking

📊 Sync Configuration

Sync Targets & Patterns

{
  "sync_targets": {
    "include_patterns": [
      "docs/**/*",
      "config/**/*",
      "src/**/*",
      "*.md",
      "*.json"
    ],
    "exclude_patterns": [
      "node_modules/**/*",
      "*.log",
      "*.tmp",
      ".env*",
      "secrets/**/*"
    ]
  }
}

Branch Strategy

Primary Target: development branch
Secondary Target: staging branch (backup)
Protected Branch: main branch (no direct uploads)
Rollback Strategy: Automatic reversion on failure

⚡ Performance Optimization

Rate Limiting & Throttling

GitHub API Limits: 5,000 requests per hour
Smart Queuing: Intelligent request batching
Exponential Backoff: Automatic retry with delays
Parallel Processing: Concurrent upload streams

Caching Strategy

Configuration Cache: 1-hour TTL
Command Cache: 30-minute TTL
Template Cache: 2-hour TTL
Intelligent Invalidation: Event-driven cache updates

📈 Monitoring & Analytics

Real-time Metrics

Sync Success Rate: 99.5% target
Average Sync Time: <5 minutes
Error Rate: <0.5%
Resource Utilization: CPU, Memory, Network

Alert System

Sync Failures: Immediate notification
Security Violations: Critical alerts
Rate Limit Warnings: Proactive notifications
Performance Degradation: Threshold-based alerts

🔮 Future Enhancements

Planned Features

Bi-directional Sync: GitHub to local synchronization
Conflict Resolution UI: Visual merge conflict resolution
Advanced Analytics: Machine learning-powered insights
Multi-Repository Support: Sync across multiple repositories

Integration Roadmap

CI/CD Integration: GitHub Actions workflow integration
Webhook Optimization: Real-time event processing
API Enhancement: RESTful API for external integration
Cloud Deployment: Native cloud platform support

This GitHub integration flow represents the complete synchronization architecture for JAEGIS Enhanced Agent System v2.2, providing secure, automated, and intelligent repository management.

Last Updated: July 26, 2025 Version: JAEGIS v2.2 - GitHub Integration Flow

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