wallacedobbs428/ohmg
.claude/skills/ohmg/SKILL.md
Ultimate multi-agent framework for Google Antigravity. Orchestrates specialized domain agents (PM, Frontend, Backend, Mobile, QA, Debug) via Serena Memory.
development
Updated Apr 17, 2026
$ install --global
skillsauthnpx skillsauth add wallacedobbs428/thecalltaker ohmgInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
95%
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SemgrepStatic code analysis for vulnerabilities
95%
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Snyk (dep)Open source security scanning
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Last scanned: Apr 29, 2026, 3:04 PM50.5s1 file scanned
SKILL.md
- name:
- ohmg
- description:
- Ultimate multi-agent framework for Google Antigravity. Orchestrates specialized domain agents (PM, Frontend, Backend, Mobile, QA, Debug) via Serena Memory.
- allowed-tools:
- Read Write Bash Grep Glob
- tags:
- ohmg, multi-agent, orchestration, gemini, antigravity, serena-memory, workflow
- platforms:
- Gemini, Claude, Codex, Antigravity
- keyword:
- ohmg
- version:
- 1.0.0
- source:
- first-fluke/oh-my-ag
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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