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Clarify · Yoodaddy0311

skill

| Hypothesis-based clarification pipeline that transforms ambiguous user requests into precise, actionable specifications through structured MCQ (multiple-choice questions). Classifies ambiguity into three types: vague (unclear intent), unknown (missing information), metamedium (scope/boundary undefined). Generates targeted questions per type. Auto-activates when: ambiguity score = threshold, multi-intent conflicts detected, or user explicitly asks for clarification. Triggers: clarify, unclear, what do you mean, ambiguous, vague, specify, 명확히, 구체적으로, 뭘 원하시는지

Works with: Claude Code (native)  ·  Cursor, Codex CLI (manual)
native: this artifact type is that client's own format

Install (Claude Code):

cp -r clarify ~/.claude/skills/

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Its SKILL.md says when to use it and shows worked examples.

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source ↗  ·  skill:Yoodaddy0311/clarify

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Measured 2026-08-16  ·  scorer s5  ·  how  ·  something wrong here?