coordinator

Multi-phase workflow orchestration is managed by sequencing specialized skills into a controlled process with checkpoints, running ordered phases like brainstorm, challenge, plan, implement, and finish. This coordinates role-based skills to turn ideas into tested software reliably.

Automating test-driven development and planning is achieved by enforcing TDD during the implementation phase of a coordinated workflow. The system mandates test-driven execution alongside brainstorming and design phases to reduce risk and validate new software features.

Safety gates and challenge cycles can be used to validate a software implementation plan by enforcing critical issue checkpoints. The workflow runs iterative challenge phases after brainstorming and planning to ensure the design is rigorously tested before implementation begins.

Specialized role-based skills are dynamically loaded during an end-to-end software build workflow to leverage focused capabilities. The orchestrator applies specific skills for brainstorming, challenging, designing, planning, and TDD execution at each distinct phase.

An orchestrated workflow for project planning and implementation should not be used for simple tasks lacking distinct phases or when strict phase gating and iterative challenge cycles are unnecessary. It is designed for complex, multi-phase efforts requiring controlled execution with human checkpoints.