recommend-mvp

MVP scope narrowing requires authoring a decision artifact that selects primary use cases for v1 and defers the rest to v1.1+. This prevents bloated v1 scope by enforcing traceable decisions based on project brief constraints and user grounding answers.

Intent-driven development for product planning uses a specify pipeline to sequence domain selection and capability configuration. It grounds scope narrowing decisions in market brief risks and project profile envelopes like team size, delivery ambition, and budget sensitivity.

Managing risk when deferring use cases to v1.1+ involves incorporating market brief risks and project profile envelope dimensions. This risk-aware approach justifies deferrals and success criteria by tracing every narrowing decision back to original project constraints.

With ambiguous product brief inputs, scope narrowing cannot be fully automated; the process detects ambiguous scenarios and appends user grounding questions instead of inventing classifications. This ensures MVP decisions remain traceable to actual project constraints.

The best way to structure an MVP decision artifact is using a schema-anchored output format that enforces traceable recommendations. This structure forces every v1 scope decision to trace back to project brief use cases while incorporating risk and envelope dimensions.