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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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Atualizado há 4 meses

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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

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 |

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