JAEGIS GitHub Integration System - Repository Deployment Plan
🎯 Deployment Overview
Repository Target: https://github.com/usemanusai/JAEGIS Workspace Source: C:\Users\Lenovo ThinkPad T480\Desktop\JAEGIS\* Deployment Type: Systematic phase-based upload System Scope: Complete JAEGIS GitHub Integration System with N.L.D.S., 7-tier architecture, A.M.A.S.I.A.P. Protocol
📋 Phase 1: Repository Preparation & Structure Planning
1.1: Workspace Inventory & Analysis
Complexity: Medium | Duration: 2-3 hours | Dependencies: None
Files to Include:
Core System Files:
├── jaegis_github_integration_system.py (Agent Creator specialization)
├── jaegis_config.json (N.L.D.S. + 7-tier configuration)
├── GOLD.md (Master guidelines with N.L.D.S. integration)
GitHub Integration Module:
├── github_integration/
│ ├── __init__.py
│ ├── github_fetcher.py (Single + multi-fetch system)
│ ├── amasiap_protocol.py (A.M.A.S.I.A.P. Protocol)
│ ├── squad_coordinator.py (Agent squad coordination)
│ └── integration_orchestrator.py (Main orchestrator)
Documentation:
├── USER_GUIDELINES.md (N.L.D.S. enhanced interface)
├── IMPLEMENTATION_SUMMARY.md (Project summary)
└── JAEGIS_GITHUB_INTEGRATION_SYSTEM_DOCUMENTATION.md
Demonstration & Testing:
├── simple_github_integration_demo.py (Working demo)
├── test_github_integration_system.py (Test suite)
├── github_integration_demo.py (Advanced demo)
└── github_integration_demo_summary.json (Results)
Existing JAEGIS Components:
└── core/brain_protocol/agent_creator.py (Base system)Files to Exclude:
Personal system paths (
c:\Users\Lenovo ThinkPad T480\...)IDE configuration (
.vscode/,.idea/,*.code-workspace)Python cache (
__pycache__/,*.pyc,*.pyo)Temporary files (
*.tmp,*.log,*.bak)System-specific configs that won't work elsewhere
API keys, credentials, or sensitive information
1.2: Repository Structure Design
Complexity: High | Duration: 1-2 hours | Dependencies: 1.1
Proposed GitHub Repository Structure:
1.3: File Exclusion Strategy
Complexity: Low | Duration: 30 minutes | Dependencies: 1.1
Exclusion Patterns:
1.4: Commit Strategy Planning
Complexity: Medium | Duration: 1 hour | Dependencies: 1.2
Commit Groups:
Initial Repository Setup: README.md, .gitignore, basic structure
Core Configuration: jaegis_config.json, GOLD.md
Agent Creator System: jaegis_github_integration_system.py, core/
GitHub Integration Module: Complete github_integration/ package
Documentation Suite: All docs/ files
Demonstration & Testing: demos/ and tests/ directories
Final Integration: Validation and release preparation
Commit Message Template:
1.5: Dependency Mapping
Complexity: High | Duration: 2 hours | Dependencies: 1.1, 1.2
Import Dependency Chain:
Upload Order Requirements:
Core dependencies first (core/brain_protocol/)
Base Agent Creator system (jaegis_github_integration_system.py)
GitHub integration modules (order: fetcher → protocol → coordinator → orchestrator)
Configuration and documentation
Demonstrations and tests
🚀 Phase 2: Core System Files Deployment
2.1: Master Configuration Deployment
Complexity: Low | Duration: 15 minutes | Dependencies: Phase 1 complete
Files: jaegis_config.json Commit Message: feat: core config - Add N.L.D.S. and 7-tier architecture configuration Validation: JSON syntax validation, schema verification
2.2: GOLD.md Master Guidelines
Complexity: Medium | Duration: 30 minutes | Dependencies: 2.1
Files: GOLD.md Commit Message: feat: master guidelines - Add GOLD.md with N.L.D.S. integration and 7-tier architecture Validation: Markdown rendering, internal link verification
2.3: Agent Creator System
Complexity: Medium | Duration: 45 minutes | Dependencies: 2.2
Files: jaegis_github_integration_system.py Commit Message: feat: agent creator - Add GitHub integration Agent Creator specialization Validation: Python syntax, import verification
2.4: Core Brain Protocol
Complexity: Medium | Duration: 30 minutes | Dependencies: 2.3
Files: core/brain_protocol/agent_creator.py, core/brain_protocol/__init__.py Commit Message: feat: core system - Add base Agent Creator and brain protocol foundation Validation: Module import testing, dependency verification
2.5: Repository README Creation
Complexity: High | Duration: 1 hour | Dependencies: 2.1-2.4
Files: README.md Content Requirements:
System overview and key features
Quick start guide with N.L.D.S. examples
Installation and setup instructions
Navigation to documentation
Architecture overview diagram
Contribution guidelines
📦 Phase 3: GitHub Integration Module Deployment
3.1: GitHub Integration Package Structure
Complexity: Low | Duration: 15 minutes | Dependencies: Phase 2 complete
Files: github_integration/__init__.py Commit Message: feat: github integration - Initialize GitHub integration package structure
3.2: GitHub Fetcher Module
Complexity: Medium | Duration: 30 minutes | Dependencies: 3.1
Files: github_integration/github_fetcher.py Commit Message: feat: github fetcher - Add single link + multi-fetch system with caching Validation: Import testing, mock execution
3.3: A.M.A.S.I.A.P. Protocol Module
Complexity: Medium | Duration: 30 minutes | Dependencies: 3.2
Files: github_integration/amasiap_protocol.py Commit Message: feat: amasiap protocol - Add Always Modify And Send Input Automatically Protocol Note: Replace mock web_search with production implementation
3.4: Squad Coordinator Module
Complexity: Medium | Duration: 30 minutes | Dependencies: 3.3
Files: github_integration/squad_coordinator.py Commit Message: feat: squad coordinator - Add agent squad coordination and management
3.5: Integration Orchestrator Module
Complexity: High | Duration: 45 minutes | Dependencies: 3.4
Files: github_integration/integration_orchestrator.py Commit Message: feat: integration orchestrator - Add main system orchestration and coordination
3.6: Module Integration Testing
Complexity: High | Duration: 1 hour | Dependencies: 3.5
Validation Steps:
Import all modules successfully
Verify cross-module dependencies
Test basic functionality without external dependencies
Validate configuration loading
📚 Phase 4: Documentation & Guidelines Deployment
4.1: User Guidelines Documentation
Complexity: Low | Duration: 20 minutes | Dependencies: Phase 3 complete
Files: docs/USER_GUIDELINES.md Commit Message: docs: user guidelines - Add N.L.D.S. enhanced user interface guide
4.2: Technical Documentation
Complexity: Medium | Duration: 30 minutes | Dependencies: 4.1
Files: docs/JAEGIS_GITHUB_INTEGRATION_SYSTEM_DOCUMENTATION.md Commit Message: docs: technical specs - Add comprehensive technical documentation
4.3: Implementation Summary
Complexity: Low | Duration: 15 minutes | Dependencies: 4.2
Files: docs/IMPLEMENTATION_SUMMARY.md Commit Message: docs: implementation - Add complete project summary and achievements
4.4: Documentation Directory Structure
Complexity: Medium | Duration: 45 minutes | Dependencies: 4.3
Tasks:
Create docs/ directory structure
Add navigation index
Verify internal linking
Create API reference documentation
4.5: API Documentation
Complexity: High | Duration: 2 hours | Dependencies: 4.4
Files: docs/API_REFERENCE.md Content: Auto-generated API documentation for all classes and methods
4.6: Documentation Link Validation
Complexity: Medium | Duration: 30 minutes | Dependencies: 4.5
Validation:
All internal links work
External links accessible
Proper GitHub markdown rendering
Navigation consistency
🧪 Phase 5: Demonstration & Testing Suite Deployment
5.1: Simple Demonstration Script
Complexity: Medium | Duration: 30 minutes | Dependencies: Phase 4 complete
Files: demos/simple_github_integration_demo.py Commit Message: demo: simple demo - Add working demonstration script with all components
5.2: Comprehensive Test Suite
Complexity: High | Duration: 45 minutes | Dependencies: 5.1
Files: tests/test_github_integration_system.py Commit Message: test: comprehensive suite - Add complete system test coverage
5.3: Advanced Demonstration
Complexity: Medium | Duration: 30 minutes | Dependencies: 5.2
Files: demos/github_integration_demo.py Commit Message: demo: advanced demo - Add detailed demonstration with comprehensive output
5.4: Generated Reports
Complexity: Low | Duration: 15 minutes | Dependencies: 5.3
Files: demos/results/github_integration_demo_summary.json Commit Message: demo: results - Add demonstration execution results and reports
5.5: Testing Directory Structure
Complexity: Medium | Duration: 30 minutes | Dependencies: 5.4
Tasks:
Organize test files for discovery
Add test configuration
Create test execution scripts
Document testing procedures
5.6: Demo Execution Validation
Complexity: High | Duration: 1 hour | Dependencies: 5.5
Validation:
All demos execute without errors
Mock dependencies work correctly
Output matches expected results
Documentation examples work
✅ Phase 6: Integration & Validation
6.1: Repository Integrity Verification
Complexity: Medium | Duration: 30 minutes | Dependencies: Phase 5 complete
Checks:
All files uploaded correctly
No file corruption
Proper file permissions
Complete file inventory verification
6.2: Import Dependency Testing
Complexity: High | Duration: 1 hour | Dependencies: 6.1
Tests:
All import statements work
Module dependencies resolved
No circular imports
Cross-platform compatibility
6.3: End-to-End System Testing
Complexity: High | Duration: 2 hours | Dependencies: 6.2
System Tests:
N.L.D.S. mode selection simulation
GitHub integration workflow
A.M.A.S.I.A.P. Protocol execution
Agent squad coordination
Complete integration workflow
6.4: Documentation Accessibility
Complexity: Medium | Duration: 45 minutes | Dependencies: 6.3
Verification:
All documentation renders correctly
Links work in GitHub interface
Navigation is intuitive
Search functionality works
6.5: Release Preparation
Complexity: High | Duration: 1.5 hours | Dependencies: 6.4
Deliverables:
Release notes (v2.2 Phase 5)
Version tagging strategy
Deployment documentation
Migration guide (if applicable)
6.6: Final System Validation
Complexity: High | Duration: 2 hours | Dependencies: 6.5
Final Checks:
Complete system functionality
All components integrated
Documentation complete and accurate
Ready for production use
📊 Success Criteria & Metrics
Phase Completion Criteria
Phase 1: Repository structure planned, dependencies mapped
Phase 2: Core system files deployed and validated
Phase 3: GitHub integration module fully functional
Phase 4: Complete documentation suite accessible
Phase 5: Demonstrations and tests execute successfully
Phase 6: Full system validation passed
Quality Metrics
File Integrity: 100% successful uploads
Import Success: All modules import without errors
Documentation Coverage: All components documented
Test Coverage: All major functionality tested
Demo Success: All demonstrations execute correctly
Performance Targets
Upload Time: <2 hours total deployment time
Validation Time: <1 hour complete system validation
Error Rate: <5% failed operations (with retry)
Documentation Accessibility: 100% links functional
⚠️ Risk Mitigation
Potential Issues
Import Path Conflicts: Relative vs absolute imports
Missing Dependencies: External libraries not available
File Encoding Issues: Windows vs Unix line endings
GitHub Rate Limiting: API call limitations
Large File Issues: Files exceeding GitHub limits
Mitigation Strategies
Dependency Testing: Validate imports before upload
Mock Dependencies: Replace external dependencies with mocks
File Preparation: Normalize line endings and encoding
Batch Operations: Group uploads to avoid rate limits
File Size Monitoring: Check file sizes before upload
🎯 Execution Notes
This is a PLANNING DOCUMENT ONLY
Do not execute any GitHub operations
Do not upload or modify files
Use this plan for systematic implementation
Validate each phase before proceeding
Document any deviations from the plan
Tools Required for Execution:
GitHub MCP Server tools
File validation utilities
Import testing capabilities
Documentation rendering verification
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