Core Orchestrator Skill

You can orchestrate multi-skill pipelines by evaluating task intent, selecting execution paths, and dynamically loading skills to manage complex development, testing, and deployment workflows with lifecycle control. It coordinates concurrent execution and produces final reports.

A PDCA pipeline lifecycle manages long-running automated tasks through INIT, ANALYZE, PLAN, EXECUTE, CHECK, and DECIDE cycles. It applies checkpointing and recovery to handle concurrent execution and human-in-the-loop checkpoints for complex workflows.

Model routing and concurrency in a CI/CD pipeline are managed by routing model categories like QUICK, STANDARD, DEEP, or ULTRABRAIN, and executing tasks in parallel via a ParallelExecutor to handle concurrent operations efficiently.

Yes, you can use dynamic skill loading to select execution paths based on task complexity. The system scores tasks on a 1 to 10 scale to choose simple, complex, or auto paths and loads adapters or skills at runtime.

The best way to automate build, test, and deployment cycles is to create a pipeline that executes phases, collects reports, and iterates with PDCA loops. This approach uses checkpointing and recovery to manage execution lifecycle and avoid manual orchestration.