design

An iterative implementation plan is generated through a context-gathering phase, followed by human annotations that revise specific plan sections while preserving unannotated parts until final approval. This loop repeats endlessly until the plan is finalized into a checklist.

Annotation-driven planning is a phase-based workflow where a generated implementation plan is refined through inline human annotations, ensuring alignment and review before development begins. It outputs a finalized, checklist-style design document for handover.

Yes, the annotation revision phase updates the project plan based on inline human feedback while explicitly preserving unannotated sections. This ensures targeted refinements do not overwrite previously approved planning steps.

Yes, the finalization phase outputs a checklist-style design document containing atomic, testable implementation steps. This checklist guides the direct handover of the annotated project plan to the development team.

Aligning teams requires a structured planning workflow that gathers project context, generates an implementation plan, and refines it through annotation revisions. This explicit feedback loop ensures all stakeholders review and approve atomic steps before coding starts.

You need an iterative implementation plan for complex projects requiring explicit alignment and review before coding. It is necessary when project conventions demand structured prompts, atomic testable steps, and human annotation loops to finalize the design.