What is the output of the Explore process?

The process concludes with a standardized Task Brief containing the objective, context, success criteria, constraints, and identified resources.

Does this skill provide code solutions?

No, the Explore skill is strictly for clarification. Once a Task Brief is validated, it hands off the requirements to other skills for implementation or research.

Can I skip the questioning if I already have a clear plan?

Yes. If the skill triggers on a request you feel is already clear, you can simply ask it to summarize the brief immediately or proceed to the solution phase.

When should I use the Explore skill?

Use it whenever a task is ambiguous, multi-part, or lacks clear success criteria. It is designed to ensure you are solving the right problem before any work begins.

How many questions will the Explore skill ask?

It typically engages in 3-7 adaptive turns, asking one targeted question at a time to maintain focus and prevent user fatigue while gathering deep context.

Explore: Task Clarification

Name: Explore: Task Clarification
Author: dzhechko

bydzhechko

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Productivity & Workflow

Transforms ambiguous requests into structured, actionable project specifications through systematic Socratic questioning.

The Explore skill acts as a strategic architect for Claude, preventing 'premature solutioning' by ensuring the root problem is fully understood before any code is written or action is taken. It employs a multi-dimensional framework to uncover hidden constraints, define measurable success criteria, and identify available resources, culminating in a comprehensive Task Brief that serves as a single source of truth for complex projects. Whether you are starting a new product feature or debugging a systemic issue, this skill ensures alignment between the user's vision and the AI's execution.

Key Features

01Multi-dimensional exploration of timelines, resource availability, and stakeholder needs

02Intelligent handoff protocol to implementation-focused skills once clarity is achieved

03Systematic identification of hidden technical constraints and non-negotiable boundaries

04Adaptive Socratic questioning tailored to specific task types like Product, Research, and Problem-solving

051 GitHub stars

06Automated Task Brief synthesis including objectives, success criteria, and out-of-scope items

Use Cases

01Converting a vague 'I want to build an app' request into a detailed technical specification

02Root cause analysis for complex bugs by identifying attempted solutions and environment constraints

03Facilitating strategic decision-making by evaluating tradeoffs, reversibility, and success metrics

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dzhechko/2026-jan-pu-manusim-clone-01 explore

For use in Claude.ai and ChatGPT

Download Skill