oh-my-ag (ohmg) - Multi-Agent Orchestrator
When to use this skill
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Coordinating complex multi-domain projects
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Parallelizing tasks across multiple AI agents (PM, Frontend, Backend, etc.)
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Using Serena Memory for cross-agent state management
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Setting up real-time observability dashboards for agent workflows
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Integrating multi-CLI vendors (Gemini, Claude, Codex) in a single project
Quick Start
Scenario: Platform setup for a Unity3D project
Step 1: Install oh-my-ag
bunx oh-my-ag
Select "Unity3D" when prompted for project type
Step 2: Verify system is ready
bunx oh-my-ag doctor
Step 3: Launch the monitoring dashboard and spawn your first agent
bunx oh-my-ag dashboard & oh-my-ag agent:spawn backend "Set up Unity3D build pipeline" session-unity-01
- Core Concepts
Specialized Agents
Agent Specialization Triggers
Workflow Guide Coordinates complex projects "multi-domain", "complex project"
PM Agent Requirements, task decomposition "plan", "break down"
Frontend Agent React/Next.js, styling "UI", "component", "styling"
Backend Agent API, database, auth "API", "database", "auth"
Debug Agent Bug diagnosis, RCA "bug", "error", "crash"
Serena Memory
Orchestrator writes structured state to .serena/memories/ for real-time monitoring and cross-agent coordination.
- Installation & Setup
Prerequisites
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Bun (CLI and dashboards)
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uv (Serena setup)
Interactive Setup
bunx oh-my-ag
Select project type to install relevant skills to .agent/skills/ .
Verification
bunx oh-my-ag doctor
- Usage Patterns
Explicit Coordination
/coordinate
PM planning → agent spawning → QA review.
Spawning Agents via CLI
Spawn backend agent for a specific task
oh-my-ag agent:spawn backend "Implement auth API" session-01
Dashboard Monitoring
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Terminal: bunx oh-my-ag dashboard
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Web: bunx oh-my-ag dashboard:web (http://localhost:9847)
- MCP Connection & Bridging
SSE Mode (Shared Server)
If environment needs stdio-to-http bridging:
bunx oh-my-ag bridge http://localhost:12341/sse
- Configuration
Configure per-agent CLI mapping in .agent/config/user-preferences.yaml :
agent_cli_mapping: frontend: gemini backend: codex pm: claude qa: claude
Quick Reference
Command Action
bunx oh-my-ag
Interactive installer
/setup
Agent-side configuration
bunx oh-my-ag doctor
System check & repair
bunx oh-my-ag update
Update skills
bunx oh-my-ag usage
Show quota usage