orchestration-patterns

What problem does it solve?

AI agents can become unwieldy or inefficient when handling complex tasks or multiple domains. This Skill provides structured patterns to design agents that effectively manage and coordinate other skills, preventing context window pollution and ensuring focused execution.

Core Features & Use Cases

• Single-Skill Consumer: Create specialized agents for focused tasks, ensuring isolated context and clear responsibility.
• Multi-Skill Orchestrator: Build versatile agents that coordinate multiple skills for complex, multi-domain workflows.
• Hierarchical Orchestration: Design advanced systems where a top-level orchestrator delegates tasks to specialized sub-agents for maximum context isolation.
• Use Case: Design a "Full-Stack Feature Agent" that uses frontend-design, api-generator, and migration-patterns skills to build a complete user profile feature, coordinating UI, API, and database changes seamlessly.

Quick Start

To understand the core patterns for building AI subagents that use skills, ask: Explain the difference between a Single-Skill Consumer and a Multi-Skill Orchestrator.