skill-orchestrator

Workflow orchestration coordinates the execution of multiple specialized skills by managing dependencies, enabling parallel execution, and synthesizing results. Define your skills, map their dependencies, identify parallelization opportunities, and the orchestrator handles sequencing and concurrent execution automatically.

Yes, parallel execution planning identifies independent skills and schedules them concurrently to optimize performance. The orchestrator analyzes your workflow to detect which skills can run simultaneously without waiting for upstream outputs.

Dependency graph management visualizes and enforces the flow between skills, ensuring correct execution order. Each skill's outputs become inputs for dependent skills, and the orchestrator prevents execution until all prerequisites are satisfied.

Error handling is built into the orchestration layer, managing failure states across the workflow. The system implements auditable input/output state management to track where failures occur and enable recovery or rollback.

Use orchestration for complex tasks requiring three or more skills with interdependent outputs or phases. Manual approaches become error-prone and time-consuming; orchestration automates sequencing, eliminates manual intervention, and ensures reproducibility.