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ai-maestro
by 23blocks-OS
Orchestrate agents with skills, messaging, memory, and multi-host management
TypeScript
Updated Jul 24, 2026
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Overview
Orchestrates AI agents with a skills system that adds memory search, code-graph queries, and pluggable skills with agent-to-agent messaging. Provides a dashboard and runtime for managing Claude, Codex, or any AI agent, plus the ability to move agents between machines and locations. Distinctive features include pluggable skills (plugins), code-graph integrations for developer workflows, and multi-host agent migration support.
Why It Matters
As agents become more autonomous and interdependent, tracking how they interact and why they make decisions is essential for trust. ai-maestro exposes agent-to-agent messaging and skill usage so teams can observe delegation patterns, memory retrieval, and code-level behavior. That visibility makes it easier to surface trust signals, reproduce failures, and evaluate agents’ track records across environments.
Ideal For
Teams building multi-agent developer tooling or production agent orchestration who need shared skills, agent messaging, and cross-host mobility.
Applications
- Coordinating specialist agents that delegate tasks via agent-to-agent messaging
- Tracing agent decision paths using memory search and code-graph queries
- Moving and scaling agents across machines for distributed development workflows
Works With
anthropic
Topics
agent-communicationagent-skillsagentic-aiai-agentsai-coding-assistantai-memoryai-orchestrationai-workforceautonomous-agentsclaude-code+10 more
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Keywords
multi-agent orchestrationmulti-agent trustagent-to-agent evaluation