ohmg

Original：🇺🇸 English

Translated

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

10.3kinstalls

Sourcesupercent-io/skills-template

Added on2026-02-25

NPX Install

npx skill4agent add supercent-io/skills-template ohmg

SKILL.md Content

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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

bash

bunx oh-my-ag

Select project type to install relevant skills to

.agent/skills/

.

Verification

bash

bunx oh-my-ag doctor

3. Usage Patterns

Explicit Coordination

text

/coordinate

PM planning → agent spawning → QA review.

Spawning Agents via CLI

bash

# 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:

bash

bunx oh-my-ag bridge http://localhost:12341/sse

5. Configuration

Configure per-agent CLI mapping in

.agent/config/user-preferences.yaml

:

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

ohmg

NPX Install

Tags

SKILL.md Content

oh-my-ag (ohmg) - Multi-Agent Orchestrator

When to use this skill

1. Core Concepts

Specialized Agents

Serena Memory

2. Installation & Setup

Prerequisites

Interactive Setup

Verification

3. Usage Patterns

Explicit Coordination

Spawning Agents via CLI

Dashboard Monitoring

4. MCP Connection & Bridging

SSE Mode (Shared Server)

5. Configuration

Quick Reference