What problem does it solve?
This Skill helps teams turn raw requirements into a clear analysis artifact before design and implementation begin. It reduces confusion by extracting features, actors, business rules, assumptions, and ambiguities so downstream work starts from a shared understanding.
Core Features & Use Cases
- Structured requirements analysis: Parses requirement text or files into features, stakeholders, constraints, and assumptions.
- Ambiguity detection and clarification: Stops when requirements are unclear, conflicting, or incomplete, then generates targeted clarification questions.
- Workflow routing: Detects when a request is epic-scale and should be decomposed first, or when it is simple enough for a quick development path.
- Workspace artifact generation: Writes a standardized analysis document and updates session state for the next Skill in the workflow.
- Use Case: A developer pastes a new feature request for a customer portal; this Skill identifies the affected business rules, flags unclear acceptance criteria, and creates an analysis artifact that an architecture or implementation Skill can use next.
Quick Start
Ask the AI to use mvt-analyze on your requirement document or pasted feature request to extract requirements, detect ambiguities, and prepare the project for design or implementation.
