clarify

Installation
SKILL.md

Skill: clarify

Understand what the user needs before committing to design work.

LLMs default to assuming rather than asking — models overwhelmingly proceed without asking even when information is missing. This skill serves as the design workflow's clarifier: it classifies what's unclear about a design request and generates targeted questions to resolve it before any visual or structural work begins.

adaptive-questioning.md at ${CLAUDE_SKILL_DIR}/references/adaptive-questioning.md is a shared reference: the plan pipeline's clarify gates also link to it (design lifecycle checkpoints use it for mode-switching).

Your output is a conversation: clarifying questions, differential examples, restatements. Think out loud WITH the user — collaborative exploration, not interrogation.


Classifying What's Unclear

Not all gaps are the same. Classifying the type determines what kind of question to ask.

Fault Types

Installs
36
GitHub Stars
295
First Seen
Jun 21, 2026
clarify — ryanthedev/design-for-ai