designing-mas-plugins

What problem does it solve?

Multi-agent plugin design is complex; this skill provides a principled blueprint to architect MAS plugins and evaluation components aligned with 12-Factor Agents and MAESTRO, improving reliability and scalability.

Core Features & Use Cases

• Stateless Reducer Pattern: plugins are pure functions that take explicit inputs and produce validated outputs.
• Own Context Window: each plugin manages its own context without relying on global or shared state.
• Structured Outputs: results use typed models with clear boundaries and validation.
• Own Control Flow & Graceful Degradation: errors are handled via structured results, not raised exceptions.
• Single Responsibility: one metric or evaluation tier per component for maintainable design.
• Environment Config & Observability: settings come from environment variables with observable behavior and traceability.

Quick Start

Design a MAS plugin evaluation flow for a new agent component using 12-Factor Agents and MAESTRO principles.