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ai advanced

Jido.AI Skills Multi-Agent Orchestration

Real deterministic routing across arithmetic, conversion, and combined skill specialists.

primary showcase ai l2 ai-tool-use skills jido_ai multi-agent orchestration

Related guides and notebooks

Tutorial
Multi-agent orchestration
Design and coordinate specialist agent behavior.
Livebook
Multi-agent orchestration
Run the companion notebook in Livebook
Source
skills orchestration demo script
Three-question orchestration flow with semantic checks.
Guide
skills system guide
Registry and prompt APIs used by the orchestration demo.
Explanation

What this example teaches

Interactive Demo

Run the agent and inspect state

Source Code

Read the production implementation

What you’ll learn

  • How deterministic routing chooses one or more specialists based on question class
  • How module-backed and file-backed skills work together in one orchestration pass
  • How Jido.AI.Skill.Prompt.render/2 can describe the exact skills selected for a request

How this demo works

This page runs real local orchestration code.

  • It registers two module-backed specialists and loads one checked-in SKILL.md file with Jido.AI.Skill.Registry.load_from_paths/1.
  • The router chooses an arithmetic, conversion, or combined specialist set for each fixed request.
  • Each specialist executes local deterministic helper code, so every response is repeatable and copy-pasteable.

No API keys, LLM providers, or network access are required for this example.

Pull the pattern into your own app

  • Keep specialist skills small and explicit so routing decisions stay legible.
  • Use file-backed skills when you want editable runtime instructions for one specialist.
  • Render the selected skill prompt before execution if you need an auditable orchestration trace.