Agent skill
ohmg
Ultimate multi-agent framework for Google Antigravity. Orchestrates specialized domain agents (PM, Frontend, Backend, Mobile, QA, Debug) via Serena Memory.
Stars
232
Forks
15
Install this agent skill to your Project
npx add-skill https://github.com/aiskillstore/marketplace/tree/main/skills/supercent-io/ohmg
Metadata
Additional technical details for this skill
- tags
- ohmg, multi-agent, orchestration, gemini, antigravity, serena-memory, workflow
- source
- first-fluke/oh-my-ag
- keyword
- ohmg
- version
- 1.0.0
- platforms
- Gemini, Claude, Codex, Antigravity
SKILL.md
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 |
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