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AI Maestro
by 23blocks-OS · 23blocks-OS/ai-maestro
AI Agent Orchestrator with Skills System — memory search, code graph queries, agent-to-agent messaging.
AI Maestro is a Claude skill / skill pack maintained by 23blocks-OS. AI Agent Orchestrator with Skills System — memory search, code graph queries, agent-to-agent messaging. See README for installation and configuration: https://github.com/23blocks-OS/ai-maestro
Why use it
Key features
- AI Agent Orchestrator with Skills System — memory search, code graph queries, agent-to-agent messaging.
- Language: TypeScript
- 682+ GitHub stars at verification time
- Community project
Live Demo
What it looks like in practice
ai-maestro.replay
▶ ready
Use Cases
Real-world ways to use AI Maestro
When to use: See repo README for canonical use cases.
Prerequisites
- Repo cloned or package installed — See https://github.com/23blocks-OS/ai-maestro
Flow
-
Install
Install AI Maestro per README.✓ Copied
→ Tool/skill registered with client
-
Configure
Provide credentials/config as instructed.✓ Copied
→ Successful auth/init
-
Use
Run a sample task with AI Maestro.✓ Copied
→ Expected output
Outcome: You can drive the documented workflow end-to-end.
Pitfalls
- Skipping README — Read the repo README and CHANGELOG before shipping to prod.
Cost & Limits
What this costs to run
- API quota
- None of its own; bounded by upstream provider quotas if any
- Tokens per call
- Depends on usage
- Monetary
- Open source — check repo LICENSE
- Tip
- Review upstream API costs (if any) before automating.
Security
Permissions, secrets, blast radius
Minimum scopes: Whatever the upstream provider requires
Credential storage: Env vars or local config — never commit secrets
Data egress: Forwards data per its README
Never grant: Full admin to untrusted prompts
- Project moves fast — pin a version in production.
Troubleshooting
Common errors and fixes
Auth fails
Verify credentials and required scopes match README.
Verify: Re-read repo README auth section.
Tool not found by client
Ensure MCP client config points to correct command/path.
Verify: Restart the client after editing config.