clarify

Installation
SKILL.md

Clarify

Resolve ambiguity before action. This skill turns vague, incomplete, or contradictory implementation requests into precise, actionable scope through structured clarification or documented assumptions.

Invocation posture: hybrid. Prefer explicit invocation. Automatic activation should stay limited to high-confidence implementation ambiguity, not general idea exploration.

When To Activate

  • The user explicitly asks to clarify requirements, disambiguate a request, or spec a change before implementation
  • An implementation request contains direct contradictions or mutually exclusive constraints
  • Acceptance criteria or scope boundaries are missing in a way that would materially change what gets built
  • The user asks you to proceed with assumptions and those assumptions need to be made explicit
  • Multiple plausible implementations exist and choosing among them would change files, APIs, or user-visible behavior

When Not To Use

  • Open-ended option exploration, strategy work, or direction-finding; use brainstorming
  • Requests that mainly ask "what should we do?" rather than "what exactly should we build?"
  • Specific actionable tasks with clear files, error messages, or expected outcomes
Related skills
Installs
2
GitHub Stars
22
First Seen
Mar 29, 2026