@supercent-io/ohmg

Ultimate multi-agent framework for Google Antigravity. Orchestrates specialized domain agents (PM, Frontend, Backend, Mobile, QA, Debug) via Serena Memory.

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SKILL.md
nameohmg
descriptionUltimate multi-agent framework for Google Antigravity. Orchestrates specialized domain agents (PM, Frontend, Backend, Mobile, QA, Debug) via Serena Memory.
allowed-toolsRead Write Bash Grep Glob

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

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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