master-orchestration

Project phase coordination detects the active phase from project state and maps it to required skills. It applies dependency-aware execution to run selected skills in the correct sequence while updating progress for full traceability.

Dependency-aware execution runs project skills in an order that respects prerequisites. It ensures tasks with dependencies execute sequentially, preventing errors caused by running skills before their required upstream tasks are complete.

To track progress and state transitions, the orchestration workflow updates status and state snapshots automatically. This ensures traceability across phases by recording exactly when and how the project moves between stages.

Skill sequencing automates complex project planning by detecting the active phase and executing required skills in a dependency-aware order. It updates progress and state snapshots automatically, minimizing manual task management overhead.

Automated workflow orchestration is needed when aligning roles, skills, and tasks across multiple project phases. It reduces miscommunication and optimizes delivery by ensuring traceability and correct task sequencing.

Phase-aware orchestration relies on accurate project state detection to map required skills. If the active phase or dependency prerequisites are not clearly defined, the execution order and resulting state snapshots may lack accuracy.