oh-my-ag (ohmg) - Multi-Agent Orchestrator When to use this skill Coordinating complex multi-domain projects Parallelizing tasks across multiple AI agents (PM, Frontend, Backend, etc.) Using Serena Memory for cross-agent state management Setting up real-time observability dashboards for agent workflows Integrating multi-CLI vendors (Gemini, Claude, Codex) in a single project 1. 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. 2. Installation & Setup Prerequisites Bun (CLI and dashboards) 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 3. 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 Terminal: bunx oh-my-ag dashboard Web: bunx oh-my-ag dashboard:web ( http://localhost:9847 ) 4. MCP Connection & Bridging SSE Mode (Shared Server) If environment needs stdio-to-http bridging: bunx oh-my-ag bridge http://localhost:12341/sse 5. 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