What problem does it solve? Feature work often balloons into over-engineered implementations with speculative modes, providers, and configuration that nobody asked for. This Skill constrains AI-driven development to the smallest coherent end-to-end slice that satisfies observable acceptance criteria. ## Core Features & Use Cases - Scope Discipline: Derives explicit acceptance criteria and non-goals from the request and repository before writing code. - Architecture-First Delivery: Traces the entry point through the layers that own invariants, delivering a coherent path across responsible layers rather than a local patch. - Reuse and Refactor Judgment: Reuses fitting seams and refactors only when patching would duplicate behavior, weaken ownership, or hide root causes. - Use Case: When adding a new API endpoint to an existing service, use this Skill to implement only the required path through routing, domain, and persistence layers, skipping speculative config, providers, and polish. ## Quick Start Use lean-build to implement this feature with strict scope and an explicit stop condition.