oh-my-claudecode: Boost Claude Code with Multi‑Agent Automation
A New Powerhouse for Claude Code Developers
If you’re already familiar with Claude Code but find yourself writing a lot of repetitive orchestration logic, oh‑my‑claudecode might just be the missing piece in your toolkit. Released under an MIT licence, this open‑source project plugs directly into Claude Code’s CLI and transforms it into a multi‑agent system with five distinct execution modes.
Why oh‑my‑claudecode?
- Zero‑learning‑curve UX – All commands auto‑detect intent from natural language. No more memorising a laundry list of flags.
- Five execution modes – Choose the right strategy for any task:
- Autopilot – fully autonomous, single‑threaded
- Ultrapilot – 3‑5× parallel, 5 workers max
- Swarm – coordinated, independent agents drawing from a shared pool
- Pipeline – sequential chaining of agents
- Ecomode – token‑efficient parallelism for high‑throughput
- Built‑in analytics & cost tracking – Automatic transcript analysis, backfilling, visualisation of token usage, and cost estimates.
- Persistent Python REPL – Variables live across calls, eliminating context‑loading overhead.
- Auto‑skill learning – Detect patterns in conversations and surface reusable skills.
- MCP (Model Context Protocol) support – Easy integration with external tools like Context7, Exa, or custom MCP servers.
Quick Install & Setup
# Add the plugin marketplace entry
/plugin marketplace add https://github.com/Yeachan-Heo/oh-my-claudecode
# Install the plugin
/plugin install oh-my-claudecode
# Run the initial setup – the wizard will guide you through configuration
/oh-my-claudecode:omc-setup
That’s it! All subsequent orchestrations happen automatically.
Example Workflows
1. Build a Full‑Stack Todo App (Ultrapilot)
/oh-my-claudecode:ultrapilot "build a fullstack todo app"
The framework decomposes the goal into parallel subtasks, assigning dedicated agents for backend infrastructure, API design, front‑end UI, database schema, and CI/CD setup. Parallel execution ensures 3‑5× faster completion with conflict detection.
2. Fix All TypeScript Errors (Swarm)
/oh-my-claudecode:swarm 5:executor "fix all TypeScript errors"
Five “executor” agents grab non‑overlapping files, run type‑checks, and apply fixes simultaneously, guaranteeing no duplicate work.
3. Data‑Science Research (Research Protocol)
/oh-my-claudecode:research "compare regression algorithms on housing dataset"
The research command orchestrates three tiers of scientist agents—Haiku, Sonnet, and Opus—running data loading, exploratory analysis, and complex modelling concurrently. A markdown report is auto‑generated at the end.
Benefits for Your Workflow
| Feature | Benefit |
|---|---|
| Rapid Deployment | Install in less than a minute with automatic setup. |
| Parallel Execution | Reduce turnaround time on large projects by up to 400 %. |
| Token Savings | Ecomode cuts token usage by 30–50 % without sacrificing quality. |
| Context Awareness | Persistent Python REPL keeps data in memory across tasks. |
| Cost Transparency | omc stats and omc backfill expose spent tokens and cost per session. |
| Skill Reuse | Learned skills become reusable templates you can apply across projects. |
Getting Involved
- ⭐ Star the repository to show support.
- Fork and create a pull request if you discover bugs or want new capabilities.
- Open an issue to request features or report problems.
- Share your stories in the community – we love seeing real‑world use cases.
The project thrives on collaboration; contributions of all sizes are welcome.
Final Thoughts
oh‑my‑claudecode turns Claude Code from a powerful language model into a fully orchestrated engine. With minimal friction, it offers the agility of a multi‑agent system, the convenience of built‑in analytics, and the flexibility of an open‑source plugin. Whether you’re a solo developer or part of a large team, this toolkit helps you write less boilerplate, finish projects faster, and focus on the creative parts of coding.
Take the next step – install oh‑my‑claudecode today and experience the future of AI‑powered development.