Implements OpenCog-inspired autonomous multi-agent orchestration workbench enabling coordinated command execution workflows through daemon constellations.

Implementation

Daemon Management

• gh gitcog daemon start/stop/list/logs - Full lifecycle management for background cognitive processes
• Configurable workflow types: general, code-review, ci-monitor, issue-triage
• Auto-generated naming, graceful shutdown, real-time log streaming (--follow)

Constellation Coordination

• gh gitcog constellation create/add/list/status - Multi-daemon coordination framework
• Daemons synchronize into constellations for distributed workflow execution
• Enables emergent intelligence through coordinated agent interaction

Architecture

GitCog Orchestration System
├── Meta-Cognitive Layer (existing)
├── Daemon Management System (new)
│   └── Inter-daemon communication protocols
└── Constellation Coordination (new)
    └── Distributed workflow execution

Example Usage

# Create CI/CD constellation
gh gitcog constellation create --name ci-cd-pipeline
gh gitcog daemon start --name builder --type ci-monitor
gh gitcog daemon start --name tester --type ci-monitor
gh gitcog constellation add ci-cd-pipeline builder
gh gitcog constellation add ci-cd-pipeline tester

# Orchestrate with constellation coordination
gh gitcog orchestrate "Optimize CI/CD with constellation"
gh gitcog daemon logs builder --follow

Testing

• 21 unit tests covering all daemon/constellation operations
• Edge case validation (missing args, invalid flags)
• Integration with existing GitCog orchestrator verified

Documentation

• Complete command reference with examples in pkg/cmd/gitcog/README.md
• Use case demonstrations (CI/CD, issue triage, code review)
• Architecture diagrams and coordination protocols

Custom agent used: gitcog-builder
Master builder of cognitive architectures with deep expertise in GitHub platform integration, CLI tooling, workflow automation, and development infrastructure orchestration for AGI systems and collaborative intelligence platforms.

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