shep-kit:implement

Autonomous implementation validates specs before execution and runs tasks sequentially with real-time status tracking. It updates feature.yaml live, reducing manual coordination during feature delivery by ensuring deterministic task flow.

Pre-implementation validation gates check your specs before execution begins. You need them during post-planning execution to ensure deterministic task flow, preventing invalid specifications from entering the implementation phase.

Resume failed implementation tasks using session resumption and bounded retries. The system handles errors and retries failed tasks within controlled limits, enabling resilient recovery across tasks without losing prior progress.

Autonomous implementation works without manual intervention by validating specs and executing tasks sequentially after planning. It provides live feature.yaml updates and real-time status tracking, requiring intervention only when bounded retries are exhausted.

Implementation task flow needs sequential execution and validation to ensure deterministic progress and safe recovery. Validation gates prevent errors from cascading, while sequential execution maintains controlled task flow across feature delivery.

Handle error recovery during autonomous task execution using bounded retries and session resumption. The system tracks errors in real-time and retries failed tasks within safe limits, ensuring resilient recovery across implementation tasks.