Agno Skill

Build production-ready AI agents with Agno - a lightweight, model-agnostic framework for agents, teams, workflows, and MCP integration.

When to Use This Skill

This skill should be triggered when:

• Building AI agents with tools, memory, structured outputs, or knowledge
• Creating multi-agent teams with role-based delegation
• Implementing workflows with sequential, parallel, conditional, or routing steps
• Integrating MCP servers (stdio, SSE, or Streamable HTTP)
• Deploying agents with AgentOS (FastAPI-based runtime)
• Working with the LearningMachine (user profiles, entity memory, session context)
• Debugging agent behavior or optimizing performance

Architecture Overview