What problem does it solve? Engineering work often starts from vague feature requests, incomplete problem statements, or conflicting interpretations, leading to wasted effort building the wrong thing. This Skill structures the clarification of human intent into validated engineering objectives with explicit scope, assumptions, and acceptance criteria before any implementation begins. ## Core Features & Use Cases - Ambiguity Detection: Systematically reviews objectives, scope, terminology, business rules, and constraints to surface uncertainty without resolving it through assumptions. - Focused Clarification Questions: Generates targeted questions about desired outcomes, affected users, required behavior, priorities, and acceptance criteria. - Clarified Intent Summary: Produces a structured output covering objective, problem, stakeholders, scope, assumptions, constraints, acceptance criteria, open questions, and recommended next activities, with templates for consistent handoff. - Use Case: A stakeholder requests "improve the reporting feature." Use this Skill to identify what outcome is actually needed, who benefits, what is in and out of scope, and what acceptance criteria define success before any design or coding starts. ## Quick Start Ask the AI to apply Forge-Grill to clarify this feature request and produce a clarified intent summary with scope, assumptions, and acceptance criteria.
