clarify-skill

Clarify ambiguous ideas through structured questioning and generate design documents.

Updated Jan 20, 2026
One-click install
npx skills add https://github.com/maxoreric/sop-engine --skill clarify-skill
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: clarify-skill
Source: https://github.com/maxoreric/sop-engine/tree/main/%24workflow.input.user_intent/skills/clarify-skill
Command: npx skills add https://github.com/maxoreric/sop-engine --skill clarify-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses vague user ideas by facilitating a structured conversation to clarify intent, define goals, and outline project designs before implementation.

Core Features & Use Cases

  • Intent Clarification: Engages users in a dialogue to resolve ambiguity in their initial thoughts.
  • Design Documentation: Generates a self-contained design document outlining project scope, decisions, and next steps.
  • Use Case: When a user says "I want to build a better way to manage my tasks," this Skill will ask targeted questions about the problem, desired outcomes, and constraints to produce a clear design document.

Quick Start

Use the clarify skill to help me brainstorm and design a new feature for my app.

Frequently Asked Questions about clarify-skill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I clarify user intent for an ambiguous feature idea?

To clarify user intent for an ambiguous feature idea, you need a structured questioning approach that engages you in interactive dialogue to resolve ambiguity, define goals, and elicit specific project needs before any implementation begins.

What is the best way to gather requirements for early-stage project ideation?

Gathering requirements for early-stage project ideation works best through targeted dialogue that asks about the core problem, desired outcomes, and constraints, ultimately documenting those decisions into a self-contained design document outlining scope.

How do I brainstorm and design a new app feature from a vague concept?

To brainstorm and design a new app feature from a vague concept, engage in an interactive conversation that facilitates design discussions, resolving the initial ambiguity by defining specific user needs and outlining the project design.

Can I generate design documentation automatically from a rough project scope?

Yes, you can generate design documentation from a rough project scope by participating in a structured dialogue that captures your decisions and next steps, producing a self-contained document that outlines the defined project scope.

Does requirements gathering require interactive dialogue to work effectively?

Yes, effective requirements gathering for ambiguous ideas requires interactive dialogue to properly elicit user needs, define goals, and document decisions, ensuring the resulting project design accurately reflects the actual intent.