---
id: sm-ohmg
name: "ohmg"
url: https://skills.yangsir.net/skill/sm-ohmg
author: supercent-io
domain: ai-agent-orchestration-collaboration
tags: ["ai-engineering", "machine-learning", "model-development", "deep-learning", "ai-frameworks"]
install_count: 10400
rating: 4.50 (416 reviews)
github: https://github.com/supercent-io/skills-template
---

# ohmg

> 该技能是一个多代理编排器，用于协调复杂的跨领域项目，并在多个AI代理（如产品经理、前端、后端）之间并行化任务。

**Stats**: 10,400 installs · 4.5/5 (416 reviews)

## Before / After 对比

### 复杂跨领域项目多代理并行编排

## Readme

# ohmg

# 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](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

Weekly Installs10.2KRepository[supercent-io/sk…template](https://github.com/supercent-io/skills-template)GitHub Stars58First SeenFeb 11, 2026Security Audits[Gen Agent Trust HubWarn](/supercent-io/skills-template/ohmg/security/agent-trust-hub)[SocketPass](/supercent-io/skills-template/ohmg/security/socket)[SnykPass](/supercent-io/skills-template/ohmg/security/snyk)Installed oncodex10.2Kgemini-cli10.2Kopencode10.2Kgithub-copilot10.1Kkimi-cli10.1Kcursor10.1K

---
*Source: https://skills.yangsir.net/skill/sm-ohmg*
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