mde-task-lifecycle

Task workflow management across these phases is handled by routing tasks to specialist skills with comprehensive bookkeeping and safety checks at each step. This ensures planning, research, implementation, testing, and shipping are completed efficiently without regressions.

Orchestrating a full task lifecycle is best achieved by running a dedicated lifecycle command on a specific task ID. This automatically guides the process through planning, research, implementation, testing, and shipping with explicit routing to specialist skills.

Task routing for specialized phases works by explicitly directing tasks to appropriate skills like writing-plans, testing, and systematic-debugging. This ensures each phase receives specialized handling with rigorous validation and safety checks to prevent errors.

Running the full task lifecycle requires coordination with dependencies like writing-plans, testing, and GitHub skills. These specialist skills are explicitly routed to handle individual phases, ensuring comprehensive bookkeeping and validation throughout the entire process.

Task validation during phase transitions fails when rigorous safety checks detect incomplete bookkeeping or phase requirements. The lifecycle process performs explicit validations at each phase to prevent errors and regressions before routing to the next specialist skill.

Task lifecycle orchestration can be used for individual phase processing by specifying a task ID. While it manages the full five-phase lifecycle, it coordinates with specialist skills to ensure each specific phase is completed correctly with proper validation.