A claude code skill that generates a complete AI development team — agents, skills, routing rules, and project context — for any software project.
Ai Maestro
Ai Maestro is an open-source workflow skill for Claude Code and Codex, published by 23blocks-OS. Its author describes it as: “AI Agent Orchestrator with Skills System - Give AI Agents superpowers: memory search, code graph queries, agent-to-agent messaging. Manage Claude, Codex or any AI Agent from one dashboard. Move Agents between computer…”. The project has 732 stars on GitHub and is available under the MIT license. Add it to your setup with `/plugin marketplace add 23blocks-OS/ai-maestro`.
Installation
Add Ai Maestro to your agent with:
/plugin marketplace add 23blocks-OS/ai-maestroAlways review a skill's source before installing it. This command comes from the skill's public repository; the linked repo is the source of truth for exact setup steps.
When to use it
Reach for Ai Maestro when you want workflow help from Claude Code without writing the same instructions every session. Load the skill and the agent picks it up automatically for relevant tasks.
Strengths
- Clear MIT license — safe to read and adapt
- Established project with 732 GitHub stars
- Declares compatibility with Claude Code, Codex
- Actively maintained (recent commits)
Topics
Frequently asked questions
- What does Ai Maestro do?
- AI Agent Orchestrator with Skills System - Give AI Agents superpowers: memory search, code graph queries, agent-to-agent messaging. Manage Claude, Codex or any AI Agent from one dashboard. Move Agents between computers and locations
- How do I install Ai Maestro?
- Run /plugin marketplace add 23blocks-OS/ai-maestro in your agent, then reload your skills. Review the source at https://github.com/23blocks-OS/ai-maestro before installing.
- Is Ai Maestro free to use?
- Yes. Ai Maestro is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Which agents does Ai Maestro work with?
- Ai Maestro declares compatibility with Claude Code and Codex. Agent Skills use a portable SKILL.md format, so other compatible clients can usually load it too.
Related skills
More Workflow →
Use when the user asks to design a multi-agent system, pick an orchestration pattern (supervisor/swarm/pipeline), generate tool schemas for agents, or evaluate agent execution logs for cost, latency, and failure bottlenecks. Examples: 'design an agent architecture for research automation', 'generate Anthropic tool schemas from these tool descriptions', 'analyze these agent run logs for bottlenecks'. NOT for Claude Code workflow files (use workflow-builder) or single-agent prompt design (use agent-workflow-designer).
Turn any domain folder of skills into a bounded agentic loop: compile a goal into a verifiable task plan, execute tasks with the domain's own tools, verify every task with machine-run checks, retry with caps, escalate to a human when budgets exhaust, and refuse to close until everything is verified or explicitly waived. Use when you want an agent or subagent to pick up a goal and drive it to a verified close across one of this repo's 18 domains ('run this goal through the engineering harness', 'set up an agentic loop for marketing work', 'make the finance domain self-verifying'). NOT for authoring Claude Code Workflow-tool .js scripts (workflow-builder), N-agent tournaments on one task (agenthub), single-file metric optimization (autoresearch-agent), or discovering published loop recipes (loop-library).
Design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure handling, and cost/context controls. Use when architecting a multi-step agent pipeline, choosing between single-agent vs multi-agent approaches, or refactoring an LLM workflow that suffers from context bloat or unreliable handoffs.
Use when the user asks to automate browser tasks, scrape websites, fill forms, capture screenshots, extract structured data from web pages, or build web automation workflows. NOT for testing — use playwright-pro for that.