multiAI Summary Pending

ohmg

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

231 stars

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/ohmg/SKILL.md --create-dirs "https://raw.githubusercontent.com/aiskillstore/marketplace/main/skills/supercent-io/ohmg/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/ohmg/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How ohmg Compares

Feature / AgentohmgStandard Approach
Platform SupportmultiLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

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

Which AI agents support this skill?

This skill is compatible with multi.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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 |