ohmg

Multi-agent orchestrator for coordinating specialized domain agents across PM, Frontend, Backend, Mobile, QA, and Debug roles. Spawns and coordinates six specialized agents (PM, Frontend, Backend, Mobile, QA, Debug) with role-specific triggers and capabilities Uses Serena Memory for structured cross-agent state management and real-time observability via terminal and web dashboards Supports multi-CLI vendor integration (Gemini, Claude, Codex) with per-agent CLI mapping in configuration Includes interactive setup, system diagnostics, and agent spawning via explicit /coordinate commands or direct CLI invocation

INSTALLATION
npx skills add https://github.com/supercent-io/skills-template --skill ohmg
Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

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

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

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