factory-orchestrator

Multi-agent orchestration routes tasks to specialized agents based on domain and context. This skill provides five orchestration patterns—SINGLE_EXPERT, SEQUENTIAL_CHAIN, PARALLEL_EXECUTION, HIERARCHICAL_DELEGATION, and DYNAMIC_ROUTING—to coordinate experts across backend, frontend, DevOps, testing, and documentation work, ensuring each task reaches the right specialist.

Sequential orchestration chains agents in order, passing outputs from one expert to the next. For example, route code to a reviewer first, then pass approved changes to a testing expert. This pattern enforces workflow-driven execution where each agent completes before the next begins.

Yes, parallel execution runs multiple agents simultaneously on independent subtasks. This orchestration pattern reduces latency when agents work on separate concerns—such as frontend validation and backend integration testing—then aggregates results before proceeding.

Keyword- and context-based routing classifies incoming tasks by domain and automatically maps them to appropriate specialists. This dynamic routing pattern identifies whether a task belongs to backend development, frontend work, infrastructure, testing, or documentation and delegates accordingly.

Hierarchical delegation creates supervisor-subordinate relationships where higher-level agents direct subtasks to specialized workers in a tree structure. Parallel execution treats agents as equals, running them simultaneously without dependency chains. Hierarchical works for complex dependencies; parallel suits independent workloads.

You define a selected experts list and desired pattern as input; the orchestrator generates a coordination plan mapping tasks to those agents. The dynamic routing pattern can select among available experts at runtime based on task content, while other patterns use your predefined expert assignments.