Agent Architecture Foundations
What multi-skill agents are, the skill abstraction, the runtime loop, and framework selection.
The Agent Runtime Loop
The agent runtime loop is the core execution cycle where the agent repeatedly reasons about what to do next, executes a skill, observes the result, and decides whether to continue or stop.
Anatomy of a Multi-Skill AI Agent
A multi-skill agent is an LLM-powered system that dynamically selects and sequences distinct capabilities to accomplish complex, multi-step goals.
Choosing Your Framework
The right framework for building a multi-skill agent depends on your complexity needs, control requirements, and team experience — options range from raw API loops to full orchestration platforms.
The Skill Abstraction
A skill is a self-contained, well-defined capability with clear inputs, outputs, and side effects that an agent can invoke as a building block for complex tasks.