Automated JAEGIS Integration Task

Objective

Implement a complete automation pipeline that seamlessly integrates newly created agents into the existing JAEGIS Method infrastructure without any manual file management, ensuring system integrity and maintaining operational continuity.

Task Overview

This task handles the complete automation of agent integration, from pre-validation through deployment and verification, ensuring that new agents are properly integrated into the JAEGIS ecosystem with full backup and recovery capabilities.

Process Steps

1. Pre-Integration System Validation

Purpose: Ensure system readiness and create safety checkpoints before integration

Actions:

• Verify JAEGIS directory structure exists at JAEGIS/JAEGIS-METHOD/jaegis-agent/

• Check write permissions for all target directories:

  • personas/ - Agent persona definitions

  • tasks/ - Task specification files

  • templates/ - Reusable template files

  • checklists/ - Quality assurance checklists

  • data/ - Reference data and configuration files

• Validate current system state and file integrity

• Check for any pending system operations or locks

• Verify sufficient disk space for new agent files

Validation Criteria:

• All required directories exist and are writable

• No file system errors or corruption detected

• Sufficient resources available for integration

• No conflicting operations in progress

Output: System readiness report with go/no-go decision

2. Agent Name Uniqueness Validation

Purpose: Ensure new agents don't conflict with existing system components

Actions:

• Parse existing agent-config.txt to extract all current agent names

• Check for name conflicts with proposed new agents

• Validate naming conventions (lowercase with hyphens)

• Verify no reserved names or system conflicts

• Generate alternative names if conflicts detected

• Create name mapping for integration process

Validation Rules:

# Agent naming validation
validate_agent_name() {
    local agent_name="$1"
    
    # Check format: lowercase with hyphens only
    if [[ ! "$agent_name" =~ ^[a-z][a-z0-9-]*[a-z0-9]$ ]]; then
        return 1
    fi
    
    # Check length: 3-50 characters
    if [[ ${#agent_name} -lt 3 || ${#agent_name} -gt 50 ]]; then
        return 1
    fi
    
    # Check for reserved names
    local reserved_names=("jaegis" "system" "config" "admin" "root")
    for reserved in "${reserved_names[@]}"; do
        if [[ "$agent_name" == "$reserved" ]]; then
            return 1
        fi
    done
    
    return 0
}

Output: Validated agent names with conflict resolution

3. System Backup Creation

Purpose: Create comprehensive backup for rollback capability

Actions:

• Generate timestamp: YYYY-MM-DD-HHMMSS

• Create backup directory: JAEGIS/JAEGIS-METHOD/backups/[timestamp]/

• Copy entire jaegis-agent/ directory structure

• Create backup manifest with file checksums

• Compress backup for storage efficiency

• Verify backup integrity and completeness

Backup Structure:

backups/
└── 2025-01-23-143022/
    ├── backup-manifest.json
    ├── system-state.json
    └── jaegis-agent/
        ├── agent-config.txt
        ├── personas/
        ├── tasks/
        ├── templates/
        ├── checklists/
        └── data/

Backup Manifest Format:

{
  "backup_timestamp": "2025-01-23T14:30:22Z",
  "backup_id": "2025-01-23-143022",
  "system_version": "2.0",
  "total_files": 156,
  "total_size_bytes": 2847392,
  "files": [
    {
      "path": "agent-config.txt",
      "size": 45231,
      "checksum": "sha256:abc123...",
      "modified": "2025-01-23T14:25:10Z"
    }
  ],
  "integrity_verified": true
}

Output: Verified backup with integrity confirmation

4. Agent Configuration Management

Purpose: Update agent-config.txt with new agents while preserving structure

Actions:

• Parse existing agent-config.txt structure and formatting

• Identify appropriate tier classification for new agents:

  • Tier 1 (Orchestrator): Master coordination agents

  • Tier 2 (Primary): Core business function agents

  • Tier 3 (Secondary): Specialized support agents

  • Tier 4 (Specialized): Conditional activation agents

• Determine insertion points maintaining alphabetical order within tiers

• Generate new agent configuration entries

• Preserve all existing formatting, comments, and structural elements

• Validate configuration syntax after modification

Tier Classification Logic:

def classify_agent_tier(agent_capabilities, agent_dependencies):
    """
    Classify agent into appropriate tier based on capabilities and dependencies
    """
    # Tier 1: Orchestrator agents (master coordination)
    if 'master-coordination' in agent_capabilities:
        return 1
    
    # Tier 2: Primary agents (core business functions)
    core_functions = ['product-management', 'architecture', 'task-breakdown']
    if any(func in agent_capabilities for func in core_functions):
        return 2
    
    # Tier 4: Specialized agents (conditional activation)
    specialized_triggers = ['web-focused', 'ide-focused', 'devops-focused']
    if any(trigger in agent_dependencies for trigger in specialized_triggers):
        return 4
    
    # Tier 3: Secondary agents (default for specialized support)
    return 3

Configuration Entry Template:

==================== START: {agent-name} ====================
Title: {agent-title}
Name: {agent-display-name}
Description: {agent-description}
Persona: personas#{agent-name}
Tasks:
  - [{task-display-name}](tasks#{task-file-name})
Templates:
  - [{template-display-name}](templates#{template-file-name})
Checklists:
  - [{checklist-display-name}](checklists#{checklist-file-name})
Data:
  - [{data-display-name}](data#{data-file-name})
Coordination: {coordination-type}
Priority: {priority-number}
Classification: {tier-classification}
Full-Team-Participation:
  contribution-types: [{contribution-types}]
  integration-points: [{integration-points}]
  meaningful-contribution-criteria: "{contribution-criteria}"
  quality-standards: "{quality-standards}"
==================== END: {agent-name} ====================

Output: Updated agent-config.txt with new agents integrated

5. File System Deployment

Purpose: Deploy all generated agent files to appropriate directories

Actions:

• Create persona files in personas/ directory

• Deploy task files to tasks/ directory

• Install template files in templates/ directory

• Place checklist files in checklists/ directory

• Deploy data files to data/ directory

• Set appropriate file permissions and ownership

• Validate file deployment completeness

File Deployment Validation:

validate_file_deployment() {
    local agent_name="$1"
    local deployment_manifest="$2"
    
    echo "Validating deployment for agent: $agent_name"
    
    # Check each expected file exists
    while IFS= read -r file_path; do
        if [[ ! -f "$file_path" ]]; then
            echo "ERROR: Missing file: $file_path"
            return 1
        fi
        
        # Validate file is not empty
        if [[ ! -s "$file_path" ]]; then
            echo "ERROR: Empty file: $file_path"
            return 1
        fi
        
        # Check file permissions
        if [[ ! -r "$file_path" ]]; then
            echo "ERROR: File not readable: $file_path"
            return 1
        fi
        
        echo "✓ Validated: $file_path"
    done < "$deployment_manifest"
    
    echo "✓ All files deployed successfully for $agent_name"
    return 0
}

Output: Complete file deployment with validation confirmation

6. Integration Verification

Purpose: Verify system integrity and functionality after integration

Actions:

• Test-load all generated files for syntax errors

• Verify agent-config.txt parses correctly

• Confirm all file references resolve properly

• Validate cross-references between files

• Test agent activation and basic functionality

• Generate comprehensive integration report

Integration Testing Suite:

run_integration_tests() {
    local test_results=()
    
    echo "Running integration test suite..."
    
    # Test 1: Configuration file parsing
    if parse_agent_config "agent-config.txt"; then
        test_results+=("✓ Configuration parsing: PASS")
    else
        test_results+=("✗ Configuration parsing: FAIL")
    fi
    
    # Test 2: File reference validation
    if validate_file_references; then
        test_results+=("✓ File references: PASS")
    else
        test_results+=("✗ File references: FAIL")
    fi
    
    # Test 3: Agent activation test
    if test_agent_activation; then
        test_results+=("✓ Agent activation: PASS")
    else
        test_results+=("✗ Agent activation: FAIL")
    fi
    
    # Test 4: System functionality
    if test_system_functionality; then
        test_results+=("✓ System functionality: PASS")
    else
        test_results+=("✗ System functionality: FAIL")
    fi
    
    # Generate test report
    generate_test_report "${test_results[@]}"
}

Integration Report Format:

{
  "integration_timestamp": "2025-01-23T14:35:45Z",
  "integration_id": "INT-2025-01-23-143545",
  "agents_integrated": [
    {
      "name": "blockchain-specialist",
      "files_created": 8,
      "tier": 3,
      "status": "success"
    }
  ],
  "tests_executed": [
    {
      "test_name": "configuration_parsing",
      "status": "pass",
      "execution_time_ms": 245
    }
  ],
  "system_health": {
    "overall_status": "healthy",
    "total_agents": 25,
    "active_agents": 21,
    "system_integrity": "verified"
  },
  "rollback_available": true,
  "backup_id": "2025-01-23-143022"
}

Output: Comprehensive integration report with system health status

Quality Assurance Standards

File Quality Validation

• Naming Conventions: Enforce lowercase-with-hyphens format

• Content Standards: Minimum 200 lines per major file

• Markdown Formatting: Consistent with existing JAEGIS files

• Cross-References: All internal links must resolve correctly

• YAML Frontmatter: Proper formatting where applicable

System Integrity Checks

• Configuration Syntax: Valid YAML/text format parsing

• File Permissions: Appropriate read/write permissions

• Directory Structure: Maintains JAEGIS organizational standards

• Backup Integrity: Verified backup creation and accessibility

• Rollback Capability: Tested rollback procedures

Integration Validation

• Agent Functionality: Basic agent activation and response

• System Compatibility: No conflicts with existing agents

• Performance Impact: Minimal impact on system performance

• Documentation Completeness: All required documentation present

• User Accessibility: Agents immediately usable after integration

Error Handling and Recovery

Automated Error Recovery

handle_integration_error() {
    local error_type="$1"
    local error_details="$2"
    local backup_id="$3"
    
    echo "Integration error detected: $error_type"
    echo "Error details: $error_details"
    
    case "$error_type" in
        "file_deployment_failure")
            echo "Initiating file deployment rollback..."
            rollback_file_deployment "$backup_id"
            ;;
        "configuration_update_failure")
            echo "Restoring agent-config.txt from backup..."
            restore_configuration "$backup_id"
            ;;
        "validation_failure")
            echo "Removing invalid files and restoring system..."
            cleanup_invalid_files
            restore_system_state "$backup_id"
            ;;
        *)
            echo "Initiating full system rollback..."
            full_system_rollback "$backup_id"
            ;;
    esac
    
    # Verify system integrity after recovery
    if verify_system_integrity; then
        echo "✓ System successfully recovered"
        return 0
    else
        echo "✗ System recovery failed - manual intervention required"
        return 1
    fi
}

Recovery Procedures

• Partial Rollback: Remove only failed components

• Configuration Restore: Restore agent-config.txt from backup

• File Cleanup: Remove incomplete or corrupted files

• Full System Rollback: Complete restoration from backup

• Manual Intervention: Clear escalation procedures for complex failures

Success Metrics

Integration Success Criteria

• ✅ Zero manual file operations required

• ✅ 100% automated deployment with validation

• ✅ Complete backup and recovery capability

• ✅ System integrity maintained throughout process

• ✅ All new agents immediately functional after integration

Performance Standards

• ✅ Integration completion within 10 minutes

• ✅ System downtime less than 30 seconds

• ✅ Backup creation within 2 minutes

• ✅ Validation testing within 3 minutes

• ✅ Error recovery within 5 minutes

Quality Assurance

• ✅ All files pass syntax and format validation

• ✅ Cross-references resolve correctly

• ✅ System functionality verified post-integration

• ✅ Documentation completeness confirmed

• ✅ User accessibility validated