executing-an-implementation-plan

Phase-by-phase execution minimizes context usage by loading phases just-in-time and dispatching a fresh subagent per task. This approach orchestrates safe execution while keeping visibility and control over the entire implementation process.

Yes, automated task orchestration can enforce a mandatory code-review cycle after every phase. The system dispatches subagents for each task and reviews results before proceeding, ensuring auditable histories and controlled checkpoints.

To maintain transparency during task orchestration, the system prints subagent outputs directly to users after every task or subcomponent. This keeps the human in the loop and provides clear visibility into the execution flow.

Just-in-time context loading for phased execution works by discovering phases, enumerating tasks, and loading each phase only when ready to execute. A read, execute, and review cycle completes before loading the next phase.

Yes, automated task orchestration requires an explicit path to an implementation plan directory. The system uses this directory to discover phases, enumerate tasks, and execute them in order with minimal human intervention.

Subagent dispatching is ideal for complex refactoring or feature rollouts requiring controlled stages. It drives tasks through clear checkpoints with auditable histories, prompting for human intervention only when required.