bill-feature-implement

End-to-end feature implementation is automated by orchestrating staged phases from pre-planning to PR creation. The workflow spawns specialized subagents for heavy tasks while retaining code review in the orchestrator, ensuring strict contracts and telemetry ownership.

Multi-phase feature orchestration runs through pre-planning, planning, implementation, completeness audit, quality check, and PR description. It keeps the orchestrator context lightweight by spawning subagents for heavy phases and conducting code review directly within the orchestrator.

Staged orchestration handles scaling for varying feature sizes by coordinating subagents dynamically across implementation phases. It enforces strict contracts, validation, and telemetry ownership while maintaining a durable workflow-state contract for cross-agent consistency.

Progress restoration via continuation is supported through a durable workflow-state contract. This ensures cross-agent consistency and telemetry ownership, allowing the end-to-end feature implementation process to resume correctly after an interruption.

A feature design doc and issue key are required to start the end-to-end implementation workflow. These inputs trigger the staged orchestration pipeline, applying strict validation and artifact naming conventions across the pre-planning and implementation phases.

The orchestrator retains code review to keep its context lightweight while maintaining quality control over the verified code. Subagents handle heavy implementation phases, while the orchestrator enforces strict contracts, validation, and telemetry ownership.