agent-architect

Choosing the right AI agent architecture requires analyzing your project's complexity, scope, and reliability needs. This Skill evaluates your system goal to recommend patterns like single-call, chaining, routing, or orchestration to maximize robustness and minimize costs.

In system design, routing directs specific tasks to designated models, while orchestration coordinates multiple agents in a layered workflow. This Skill clarifies these patterns and analyzes when to apply each based on your desired reliability and scalability.

You need an evaluation pattern in your AI workflow when building complex systems like document analysis agents requiring high reliability. This Skill guides you to combine orchestration and evaluation strategies to ensure safe and accurate outputs.

Yes, you can use this to design an autonomous agent system. The Skill provides scenario analysis on when to implement autonomous models versus parallelization, ensuring the recommended setup is easy to implement and maximizes efficiency.

To design a scalable document analysis agent workflow, describe your system's goal to the AI. This Skill suggests a layered architecture combining orchestration and evaluation strategies to handle document complexity while minimizing implementation costs.