clarify - Clarify User Intent Before Taking Action
Detects underspecification and ambiguity through hypothesis-driven questioning before committing to work
Tags
Updated: 2026-05-28Capabilities
Typical Inputs
Typical Outputs
What this skill does
- classify fault types
- identify ambiguity direction
- generate hypotheses
- ask clarifying questions
- disambiguate terms
- propose alternatives
- confirm risks
- report blockers
- track intent state
- detect inconsistencies
Inputs
- user request
- ambiguous terms
- missing details
- constraints
- goals
Outputs
- clarifying questions
- differential examples
- restatements
- conversation thread
Requirements
- LLM with reasoning capability
- conversational interface