oh-my-ag: Multi-Agent Orchestrator for Antigravity

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The Ultimate Multi-Agent Framework for Google Antigravity and beyond.

Orchestrate 6 specialized domain agents (PM, Frontend, Backend, Mobile, QA, Debug) via Serena Memory. Features parallel CLI execution, real-time observability dashboards, and zero-config progressive skill loading. The batteries-included solution for agentic coding.

Table of Contents

• Architecture
• What Is This?
• Quick Start
• Sponsors
• License

Architecture

flowchart TD
    subgraph Workflows["Workflows"]
        direction TB
        W1["/coordinate"]
        W2["/orchestrate"]
        W3["/plan"]
        W4["/review"]
        W5["/debug"]
    end

    subgraph Orchestration["Orchestration"]
        direction TB
        PM[pm-agent]
        WF[workflow-guide]
        ORC[orchestrator]
    end

    subgraph Domain["Domain Agents"]
        direction TB
        FE[frontend-agent]
        BE[backend-agent]
        MB[mobile-agent]
    end

    subgraph Quality["Quality"]
        direction TB
        QA[qa-agent]
        DBG[debug-agent]
    end

    Workflows --> Orchestration
    Orchestration --> Domain
    Domain --> Quality
    Quality --> CMT([commit])

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What Is This?

A collection of Antigravity Skills enabling collaborative multi-agent development. Work is distributed across expert agents:

Agent	Specialization	Triggers
Workflow Guide	Coordinates complex multi-agent projects	"multi-domain", "complex project"
PM Agent	Requirements analysis, task decomposition, architecture	"plan", "break down", "what should we build"
Frontend Agent	React/Next.js, TypeScript, Tailwind CSS	"UI", "component", "styling"
Backend Agent	FastAPI, PostgreSQL, JWT authentication	"API", "database", "authentication"
Mobile Agent	Flutter cross-platform development	"mobile app", "iOS/Android"
QA Agent	OWASP Top 10 security, performance, accessibility	"review security", "audit", "check performance"
Debug Agent	Bug diagnosis, root cause analysis, regression tests	"bug", "error", "crash"
Orchestrator	CLI-based parallel agent execution with Serena Memory	"spawn agent", "parallel execution"
Commit	Conventional Commits with project-specific rules	"commit", "save changes"

Quick Start

Prerequisites

• Google Antigravity (2026+)
• Bun (for CLI and dashboards)
• uv (for Serena setup)

Option 1: Interactive CLI (Recommended)

# Install bun if you don't have it:
# curl -fsSL https://bun.sh/install | bash

# Install uv if you don't have it:
# curl -LsSf https://astral.sh/uv/install.sh | sh

bunx oh-my-ag

Select your project type and skills will be installed to .agent/skills/.

Preset	Skills
✨ All	Everything
🌐 Fullstack	frontend, backend, pm, qa, debug, commit
🎨 Frontend	frontend, pm, qa, debug, commit
⚙️ Backend	backend, pm, qa, debug, commit
📱 Mobile	mobile, pm, qa, debug, commit

Option 2: Global Installation (For Orchestrator)

To use the core tools globally or run the SubAgent Orchestrator:

bun install --global oh-my-ag

You'll also need at least one CLI tool:

CLI	Install	Auth
Gemini	bun install --global @google/gemini-cli	gemini auth
Claude	bun install --global @anthropic-ai/claude-code	claude auth
Codex	bun install --global @openai/codex	codex auth
Qwen	bun install --global @qwen-code/qwen	qwen auth

Option 3: Integrate into Existing Project

Recommended (CLI):

Run the following command in your project root to automatically install/update skills and workflows:

bunx oh-my-ag

Tip: Run bunx oh-my-ag doctor after installation to verify everything is set up correctly (including global workflows).

2. Chat

Explicit coordination (user-triggered workflow):

/coordinate
→ Step-by-step: PM planning → agent spawning → QA review

Complex project (workflow-guide coordinates):

"Build a TODO app with user authentication"
→ workflow-guide → PM Agent plans → agents spawned in Agent Manager

Simple task (single agent auto-activates):

"Create a login form with Tailwind CSS and form validation"
→ frontend-agent activates

Commit changes (conventional commits):

/commit
→ Analyze changes, suggest commit type/scope, create commit with Co-Author

3. Monitor with Dashboards

For dashboard setup and usage details, see web/content/en/guide/usage.md.

Sponsors

This project is maintained thanks to our generous sponsors.

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License

MIT