oma
NewPortable multi-agent harness for .agents-based skills and workflows
Summary
Oh-my-agent (oma) is a portable multi-agent harness that lets you orchestrate specialized AI agents—like frontend, backend, QA, and PM—to collaborate on complex tasks.
- Instead of one agent doing everything, it splits work across domain experts, each with its own tools and checklists, improving accuracy and efficiency for development workflows.
Overview
    
Ever wished your AI assistant had coworkers? That's what oh-my-agent does.
Instead of one AI doing everything (and getting confused halfway through), oh-my-agent splits work across specialized agents — frontend, backend, architecture, QA, PM, DB, mobile, infra, debug, design, and more. Each one knows its domain deeply, has its own tools and checklists, and stays in its lane.
Works with all major AI IDEs: Pi, Claude Code, Cursor, Antigravity, Codex CLI, OpenCode, and more.
Quick Start
# macOS / Linux — auto-installs bun, uv & serena if missing
curl -fsSL https://raw.githubusercontent.com/first-fluke/oh-my-agent/main/cli/install.sh | bash# Windows (PowerShell) — auto-installs bun, uv & serena if missing
irm https://raw.githubusercontent.com/first-fluke/oh-my-agent/main/cli/install.ps1 | iex# Or manual (any OS, requires bun + uv + serena)
bunx oh-my-agent@latestInstall via Agent Package Manager
<details> <summary>Microsoft's <a href="https://github.com/microsoft/apm">Agent Package Manager</a> (APM) — skills-only distribution. Click to expand.</summary>
Not to be confused with
oma-observability's APM (Application Performance Monitoring).
# All skills, deployed to every detected runtime
# (.claude, .cursor, .codex, .opencode, .github, .agents)
apm install first-fluke/oh-my-agent
# A single skill
apm install first-fluke/oh-my-agent/.agents/skills/oma-frontendAPM ships skills only. For workflows, rules, oma-config.yaml, keyword-detection hooks, and the oma agent:spawn CLI, use bunx oh-my-agent@latest. Pick one distribution per project to avoid drift.
</details>
Pick a preset and you're ready:
| Preset | What You Get |
|---|---|
| All | Every agent and skill |
| Backend | architecture + backend + brainstorm + db + debug + dev-workflow + pm + qa + scm |
| Content | academic-writer + design + image + scm + translator + voice |
| DevOps | architecture + brainstorm + debug + dev-workflow + observability + pm + qa + scm + tf-infra |
| Frontend | architecture + brainstorm + debug + design + frontend + pm + qa + scm |
| Fullstack | architecture + backend + brainstorm + db + debug + design + dev-workflow + frontend + mobile + pm + qa + scm + tf-infra |
| Fullstack Mobile | architecture + backend + brainstorm + db + debug + design + dev-workflow + mobile + pm + qa + scm |
| Fullstack Web | architecture + backend + brainstorm + db + debug + design + dev-workflow + frontend + pm + qa + scm |
| Mobile | architecture + brainstorm + debug + mobile + pm + qa + scm |
| Research | academic-writer + hwp + market + pdf + scholar + scm + search + translator |
Works With Every Agent
oh-my-agent keeps .agents/ as the single source of truth and projects it into each runtime's native layout, so every supported tool shares the same skills, workflows, and rules.
<table> <colgroup> <col span="6" style="width:16.67%" /> </colgroup> <tr> <td align="center"> <a href="https://claude.com/product/claude-code"><img src="https://github.com/anthropics.png?size=120" alt="Claude Code" width="48" height="48" /></a><br/> <strong>Claude Code</strong><br/> <sub>native + adapter</sub> </td> <td align="center"> <a href="https://github.com/openai/codex"><img src="https://github.com/openai.png?size=120" alt="Codex CLI" width="48" height="48" /></a><br/> <strong>Codex CLI</strong><br/> <sub>native + adapter</sub> </td> <td align="center"> <a href="https://antigravity.google"><img src="./docs/assets/agents/antigravity.png" alt="Antigravity" width="48" height="48" /></a><br/> <strong>Antigravity</strong><br/> <sub>native SSOT</sub> </td> <td align="center"> <a href="https://cursor.com"><img src="https://github.com/cursor.png?size=120" alt="Cursor" width="48" height="48" /></a><br/> <strong>Cursor</strong><br/> <sub>native + adapter</sub> </td> <td align="center"> <a href="https://github.com/QwenLM/qwen-code"><img src="https://github.com/QwenLM.png?size=120" alt="Qwen Code" width="48" height="48" /></a><br/> <strong>Qwen Code</strong><br/> <sub>native dispatch</sub> </td> <td align="center"> <a href="https://github.com/esengine/DeepSeek-Reasonix"><img src="https://github.com/deepseek-ai.png?size=120" alt="Reasonix" width="48" height="48" /></a><br/> <strong>Reasonix</strong><br/> <sub>native-compatible</sub> </td> </tr> <tr> <td align="center"> <a href="https://pi.dev/"><img src="./docs/assets/agents/pi.svg" alt="Pi" width="48" height="48" /></a><br/> <strong>Pi</strong><br/> <sub>native-compatible</sub> </td> <td align="center"> <a href="https://github.com/anomalyco/opencode"><img src="./docs/assets/agents/opencode.png" alt="OpenCode" width="48" height="48" /></a><br/> <strong>OpenCode</strong><br/> <sub>native-compatible</sub> </td> <td align="center"> <a href="https://ampcode.com"><img src="./docs/assets/agents/amp.png" alt="Amp" width="48" height="48" /></a><br/> <strong>Amp</strong><br/> <sub>native-compatible</sub> </td> <td align="center"> <a href="https://github.com/features/copilot"><img src="https://github.com/github.png?size=120" alt="GitHub Copilot" width="48" height="48" /></a><br/> <strong>GitHub Copilot</strong><br/> <sub>symlinked skills</sub> </td> <td align="center"> <a href="https://grok.x.ai"><img src="./docs/assets/agents/grok.png" alt="Grok" width="48" height="48" /></a><br/> <strong>Grok</strong><br/> <sub>native hooks</sub> </td> <td align="center"> <a href="https://kiro.dev"><img src="./docs/assets/agents/kiro.png" alt="Kiro CLI" width="48" height="48" /></a><br/> <strong>Kiro CLI</strong><br/> <sub>native hooks + agents</sub> </td> </tr> </table>
<p align="center"><sub><a href="./docs/SUPPORTED_AGENTS.md">& more</a></sub></p>
Your Agent Team
| Agent | What They Do |
|---|---|
| oma-academic-writer | Drafts, revises, and audits academic prose to publication quality. |
| oma-architecture | Weighs architecture tradeoffs and draws module boundaries, with ADR/ATAM/CBAM analysis. |
| oma-backend | Builds and secures your APIs in Python, Node.js, or Rust. |
| oma-brainstorm | Explores ideas with you before you commit to building. |
| oma-coordination | Guides manual step-by-step coordination of PM, frontend, backend, mobile, and QA agents. |
| oma-db | Designs your schema, migrations, indexes, and vector stores. |
| oma-debug | Finds the root cause, fixes the bug, and writes a regression test. |
| oma-deepsec | Scans your code for security holes and blocks risky pull requests. |
| oma-design | Builds design systems with tokens, accessibility, and responsive layouts. |
| oma-dev-workflow | Automates your CI/CD, releases, and monorepo tasks. |
| oma-docs | Checks your docs for broken references and flags ones a code change touched. |
| oma-frontend | Builds your UI with React/Next.js, TypeScript, Tailwind CSS v4, and shadcn/ui. |
| oma-hwp | Converts HWP, HWPX, and HWPML files to Markdown. |
| oma-image | Generates images through several AI providers at once. |
| oma-market | Researches your market from community signals and frames it with SWOT, 5F, and PESTEL. |
| oma-mobile | Builds cross-platform mobile apps with Flutter. |
| oma-observability | Routes observability work across metrics, logs, traces, SLOs, and incident forensics. |
| oma-orchestrator | Runs multiple agents in parallel from the CLI. |
| oma-pdf | Converts PDF files to Markdown. |
| oma-pm | Plans tasks, breaks down requirements, and defines API contracts. |
| oma-qa | Reviews your code for OWASP security, performance, and accessibility issues. |
| oma-recap | Recaps your conversation history into themed work summaries. |
| oma-refactor | Refactors code without changing its behavior, using hotspot targeting, characterization-test safety nets, and refactor-only commits. |
| oma-scholar | Searches academic literature and helps you run peer review. |
| oma-scm | Manages your branches, merges, worktrees, and Conventional Commits. |
| oma-search | Routes each query to the best source and scores how much you can trust the result. |
| oma-skill-creator | Writes and audits new OMA skills in the SSL-lite format. |
| oma-slide | Generates distinctive, animation-rich HTML presentation decks and exports to PDF/PNG/PPTX. |
| oma-tf-infra | Provisions multi-cloud infrastructure with Terraform. |
| oma-translator | Translates between languages so it reads like a native wrote it. |
| oma-video | Generates short-form, explainer, and demo videos through a key-optional Remotion pipeline. |
| oma-voice | Generates voiceovers and transcribes audio on-device, no cloud needed. |
How It Works
Just chat. Describe what you want and oh-my-agent figures out which agents to use.
You: "Build a TODO app with user authentication"
→ PM plans the work
→ Backend builds auth API
→ Frontend builds React UI
→ DB designs schema
→ QA reviews everything
→ Done: coordinated, reviewed codeOr use slash commands for structured workflows:
| Step | Command | What It Does |
|---|---|---|
| 0 | /deepinit | Bootstrap an existing codebase (AGENTS.md, ARCHITECTURE.md, docs/) |
| 1 | /brainstorm | Free-form ideation |
| 2 | /architecture | Software architecture review, tradeoffs, ADR/ATAM/CBAM-style analysis |
| 2 | /design | 7-phase design system workflow |
| 2 | /plan | PM breaks down your feature into tasks |
| 3 | /work | Step-by-step multi-agent execution |
| 3 | /orchestrate | Automated parallel agent spawning |
| 3 | /ultrawork | 5-phase quality workflow with 11 review gates |
| 3 | /ralph | Wraps /ultrawork in an independent verifier loop until criteria pass |
| 4 | /review | Security + performance + accessibility audit |
| 4 | /deepsec | Deep agent-powered security scan |
| 5 | /debug | Structured root-cause debugging |
| 5 | /docs | Documentation drift verify + sync via oma-docs |
| 6 | /scm | SCM + Git workflow and Conventional Commit support |
Auto-detection: You don't even need slash commands — keywords like "architecture", "plan", "review", and "debug" in your message (in 11 languages!) auto-activate the right workflow.
Per-Agent Models
Set model_preset in .agents/oma-config.yaml to choose which AI models each agent uses:
language: en
model_preset: mixed # antigravity | claude | codex | cursor | grok | mixed | qwen
# Optional per-agent overrides
agents:
backend: { model: openai/gpt-5.5, effort: high }- •
oma doctor --profile— prints the per-role resolved model matrix - •Full guide: `web/docs/guide/per-agent-models.md`
Why oh-my-agent?
- •Portable —
.agents/travels with your project, not trapped in one IDE - •Role-based — Agents modeled like a real engineering team, not a pile of prompts
- •Token-efficient — Two-layer skill design saves ~75% of tokens
- •Quality-first — Charter preflight, quality gates, and review workflows built in:
- oma verify <agent> — a deterministic check battery per agent type: a shared core (scope violation, charter alignment, hardcoded secrets, TODO scan, declared outputs) plus type-specific checks (TypeScript strict, tests, raw SQL, Flutter analyze, inline styles, …) - session.quota_cap — per-session token / spawn / per-vendor budget caps in oma-config.yaml; orchestrate Step 5 blocks the next spawn when exceeded - ralph workflow — independent JUDGE re-verifies every criterion each iteration to catch silent regressions; heavy-test caching for >30s suites - Exploration Loop — after 2 retries, orchestrate spawns hypothesis variants in parallel and keeps the highest-scoring result - Monorepo auto-routing — detectWorkspace reads pnpm / nx / turbo / lerna and routes each agent to its workspace
- •Multi-vendor — Mix Claude, Codex, Cursor, and Qwen per agent type
- •Observable — Terminal and web dashboards for real-time monitoring
Architecture
flowchart TD
subgraph Workflows["Workflows"]
direction TB
W0["/brainstorm"]
W1["/work"]
W1b["/ultrawork"]
W2["/orchestrate"]
W3["/architecture"]
W4["/plan"]
W5["/review"]
W6["/debug"]
W7["/deepinit"]
W8["/design"]
end
subgraph Orchestration["Orchestration"]
direction TB
PM[oma-pm]
ORC[oma-orchestrator]
end
subgraph Domain["Domain Agents"]
direction TB
ARC[oma-architecture]
FE[oma-frontend]
BE[oma-backend]
DB[oma-db]
MB[oma-mobile]
DES[oma-design]
TF[oma-tf-infra]
end
subgraph Quality["Quality"]
direction TB
QA[oma-qa]
DBG[oma-debug]
end
Workflows --> Orchestration
Orchestration --> Domain
Domain --> Quality
Quality --> SCM([oma-scm])Learn More
- •[Detailed Documentation](./docs/AGENTS_SPEC.md) — Full technical spec and architecture
- •[Supported Agents](./docs/SUPPORTED_AGENTS.md) — Agent support matrix across IDEs
- •[Web Docs](https://first-fluke.github.io/oh-my-agent/) — Guides, tutorials, and CLI reference
Sponsors
This project is maintained thanks to our generous sponsors.
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```
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Star History

References
- •Liang, Q., Wang, H., Liang, Z., & Liu, Y. (2026). From skill text to skill structure: The scheduling-structural-logical representation for agent skills (Version 4) [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2604.24026
- •Chen, C., Yu, Q., Gu, Y., Huang, Z., Li, H., Liu, H., Liu, S., Liu, J., Peng, D., Wang, J., Yan, Z., Meng, F., Qin, E., Che, C., & Hu, M. (2026). The scaling laws of skills in LLM agent systems (Version 1) [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2605.16508
- •Yang, Y., Gong, Z., Huang, W., Yang, Q., Zhou, Z., Huang, Z., Li, Y., Gao, X., Dai, Q., Liu, B., Qiu, K., Yang, Y., Chen, D., Yang, X., & Luo, C. (2026). SkillOpt: Executive strategy for self-evolving agent skills [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2605.23904
- •Huang, Z., Xu, J., Yang, Y., Gong, Z., Yang, Q., Tian, M., Wang, X., Lv, C., Gao, X., Dai, Q., Liu, B., Qiu, K., Yang, X., Chen, D., Zheng, X., & Luo, C. (2026). From raw experience to skill consumption: A systematic study of model-generated agent skills [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2605.23899
License
MIT
Install & Usage
mkdir -p .claude/skillsmkdir -p .claude/skills && curl -o .claude/skills/oma.md https://raw.githubusercontent.com/first-fluke/oh-my-agent/main/SKILL.md/omaUse Cases
Usage Examples
/oma 'Build a user authentication feature with login, signup, and password reset'
/oma 'Review the latest commit for security vulnerabilities and code quality issues'
/oma 'Plan and execute a deployment to production, including rollback strategy'
Security Audits
Frequently Asked Questions
What is oma?
Oh-my-agent (oma) is a portable multi-agent harness that lets you orchestrate specialized AI agents—like frontend, backend, QA, and PM—to collaborate on complex tasks. Instead of one agent doing everything, it splits work across domain experts, each with its own tools and checklists, improving accuracy and efficiency for development workflows.
How to install oma?
To install oma: create the skills directory (mkdir -p .claude/skills), then run: mkdir -p .claude/skills && curl -o .claude/skills/oma.md https://raw.githubusercontent.com/first-fluke/oh-my-agent/main/SKILL.md. Finally, /oma in Claude Code.
What is oma best for?
oma is a skill categorized under General. It is designed for: agent, multi-agent, orchestrator, skills, workflows. Created by First Fluke.
What can I use oma for?
oma is useful for: Break down a full-stack feature into frontend, backend, and database tasks, each handled by a specialized agent.; Run a code review with separate agents for architecture, security, and performance analysis.; Automate a multi-step deployment pipeline where infra, QA, and release agents coordinate sequentially.; Generate a project plan with a PM agent that delegates tasks to design, development, and testing agents.; Debug a complex issue by having a debug agent, a backend agent, and a frontend agent collaborate on root cause analysis..