agentica-spawn

You orchestrate a multi-agent swarm by spawning and executing Agentica patterns, which coordinate specialized agent roles for complex research, development, and validation tasks. This facilitates parallel agentic efforts using predefined interaction models.

Available multi-agent patterns for hierarchical task execution include Swarm, Hierarchical, Generator/Critic, and Jury. These models facilitate coordinated agentic efforts by leveraging specialized agent roles for complex orchestration.

Yes, you need the Agentica library to run multi-agent pattern execution. The library is explicitly required for instantiating and executing the pre-defined Swarm, Hierarchical, Generator/Critic, and Jury patterns.

Yes, you can use a Generator/Critic pattern to validate software security vulnerabilities. The skill automates setup for multi-agent patterns, allowing you to spawn agents specialized in security analysis, performance optimization, and architectural review.

The best way to coordinate multiple AI perspectives for architectural review is using a Swarm multi-agent pattern. This approach spawns specialized agents to analyze distinct aspects of a feature concurrently, facilitating complex task orchestration.

You should not use a Jury pattern for task orchestration when your task lacks the need for multiple AI perspectives or specialized validation. It is designed for complex scenarios requiring coordinated agentic efforts rather than simple, linear execution workflows.