clarify

Transform vague user requests into precise specifications through structured iterative questioning.

815|107|Updated Jan 1, 2026

Search Tags:#workflow #requirements #specifications #ambiguity #clarify #iterative-questioning

One-click install

npx skills add https://github.com/team-attention/plugins-for-claude-natives --skill clarify

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: clarify
Source: https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/clarify
Command: npx skills add https://github.com/team-attention/plugins-for-claude-natives --skill clarify

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps transform vague or ambiguous user requests into precise, actionable specifications through structured iterative questioning, reducing misinterpretations and rework.

Core Features & Use Cases

Iterative Clarification: Breaks down ambiguous requests into concrete details via guided questions.
Ambiguity Capture: Records the original requirement, identified gaps, and necessary assumptions to ensure no intent is lost.
Decision Record Keeping: Produces a Before/After summary showing how the requirement evolved and what decisions were made.
Use Case: If a user says "build a login feature," Clarify will ask targeted questions to finalize a spec before implementation.

Quick Start

Start clarifying a vague request such as "clarify this feature" by invoking the Clarify workflow to extract intent, ask critical questions, and produce a clarified requirement document.