work

Task lifecycle management uses a concurrent Finite State Machine with distinct PLANNING and EXECUTION phases to handle discovery, alignment checks, research, proposal generation, and specialist routing. This ensures artifact-first development and constant guard scoring throughout the process.

A finite state machine approach to process management routes work through defined states like discovery, research, specification, and validation. It ensures tasks transition correctly between PLANNING and EXECUTION phases while maintaining contextual alignment and artifact-first development.

Contextual task routing discovers the project environment, performs alignment checks, and conducts research to intelligently match tasks with the most appropriate specialist skills. It operates within a unified lifecycle router to ensure requirements reach the correct execution phase.

Orchestrating new feature requests involves guiding tasks through discovery, defining requirements, researching existing solutions, creating detailed specifications, and routing the final proposal to specialist skills for execution. This lifecycle approach maintains artifact-first development and continuous guard scoring.

Workflow orchestration handles both planning research and execution validation by operating a concurrent Finite State Machine. It separates lifecycle phases to perform discovery and proposal generation first, then routes work to specialist skills for execution, validation, and learning.

You need a unified lifecycle router for process management when tasks require structured discovery, alignment checks, and contextual routing to specialist skills. It is essential when managing complex workflows that demand distinct PLANNING and EXECUTION phases with artifact-first development.