How do I install the Ohmg skill?

Run npx skillmds@latest add aiskillstore/ohmg in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: CAUTION, Skill Scanner: PASS. Capability flags: makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Ohmg?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

aiskillstore (@aiskillstore) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Ohmg by aiskillstore — Agent Skill

Name: Ohmg
Rating: 4.666666666666667 (3 reviews)
Author: aiskillstore

File contents

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

---name: ohmgdescription: Ultimate multi-agent framework for Google Antigravity. Orchestrates specialized domain agents (PM, Frontend, Backend, Mobile, QA, Debug) via Serena Memory.allowed-tools: Read Write Bash Grep Globmetadata: tags: ohmg, multi-agent, orchestration, gemini, antigravity, serena-memory, workflow platforms: Gemini, Claude, Codex, Antigravity keyword: ohmg version: 1.0.0 source: first-fluke/oh-my-ag---# 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 MemoryOrchestrator 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```bashbunx oh-my-ag```Select project type to install relevant skills to `.agent/skills/`.### Verification```bashbunx 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 taskoh-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:```bashbunx oh-my-ag bridge http://localhost:12341/sse```---## 5. ConfigurationConfigure per-agent CLI mapping in `.agent/config/user-preferences.yaml`:```yamlagent_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 |

Frequently asked questions

Ohmg