Core Orchestrator Skill

What problem does it solve?

Centralizes control for complex, long-running development workflows by evaluating task intent and complexity, selecting execution paths, dynamically loading skills, coordinating concurrent execution, and producing final reports so teams avoid manual orchestration and context switching.

Core Features & Use Cases

• Task complexity evaluation: Scores tasks on a 1–10 scale to select appropriate processing routes.
• Execution path selection & dynamic loading: Chooses simple, complex, or auto paths and loads adapters or skills at runtime.
• Pipeline lifecycle & PDCA loops: Manages INIT → ANALYZE → PLAN → EXECUTE → CHECK → DECIDE cycles with checkpointing and recovery.
• Model routing and concurrency: Routes model categories (QUICK/STANDARD/DEEP/ULTRABRAIN) and runs tasks in parallel via a ParallelExecutor.
• Use Case: Automate the end-to-end build, test, and deployment of a service by creating a pipeline, executing phases, collecting reports, and iterating with PDCA.

Quick Start

Create a pipeline to build a REST API for user authentication with JWT and advance it through one execution cycle.