agent-explore

Clarify ambiguous development requirements and generate REQ-01_requirement_analysis.md and DES-02_solution_design.md.

17|6|Updated Apr 30, 2026

Search Tags:#specification #solution design #orchestrator #cursor ide #multi-agent workflow #requirement analysis #interactive clarification

Ready to run

npx skills add https://github.com/gmf520/openspec-agents --skill agent-explore

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: agent-explore
Source: https://github.com/gmf520/openspec-agents/tree/main/.cursor/skills/agent-explore
Command: npx skills add https://github.com/gmf520/openspec-agents --skill agent-explore

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you turn unclear product or development needs into a concrete requirement analysis and solution design by running the Explore phase in an interactive, platform-appropriate way.

Core Features & Use Cases

Guided requirement clarification: Works with the user in real time to progressively refine the scope, assumptions, and success criteria during the exploration phase.
Structured deliverables output: Produces a requirement analysis document (REQ-01_requirement_analysis.md) and a solution design document (DES-02_solution_design.md) for downstream stages.
Cursor-specific execution behavior: Keeps exploration as orchestrator-driven dialogue on Cursor, then returns control to pure scheduling after user confirmation.

Quick Start

Tell your AI to run the Cursor exploration mode for your project and produce REQ-01_requirement_analysis.md and DES-02_solution_design.md based on our discussion.

Frequently Asked Questions about agent-explore

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

FAQPage Schema

How do I clarify ambiguous development requirements into actionable specifications?▼

To clarify ambiguous development requirements into actionable specifications, you can use a guided exploration process that interactively refines scope, assumptions, and success criteria to produce structured requirement analysis and solution design documents.

What is the best way to draft solution design and requirement analysis documents for product discovery?▼

Drafting solution design and requirement analysis documents for product discovery is best handled through interactive dialogue that converges on scope and design, outputting structured markdown files like REQ-01_requirement_analysis.md and DES-02_solution_design.md for downstream stages.

Can I use an interactive multi-agent workflow for requirement analysis in Cursor IDE?▼

Yes, you can use an interactive multi-agent workflow for requirement analysis in Cursor IDE by running an orchestrator-driven dialogue that keeps exploration active until user confirmation, then hands control back to pure scheduling.

How to converge on architecture planning scope through guided exploration?▼

To converge on architecture planning scope through guided exploration, engage in real-time interactive clarification to progressively refine project boundaries, assumptions, and success criteria before generating final specification artifacts.

Does the multi-agent workflow exploration mode generate markdown deliverables for downstream implementation?▼

Yes, the multi-agent workflow exploration mode generates markdown deliverables for downstream implementation by producing a requirement analysis document and a solution design document that serve as actionable artifacts for planning and implementation.

When should I not use interactive clarification for specification drafting?▼

You should avoid using interactive clarification for specification drafting when your development requirements are already fully concrete, as the guided exploration process is specifically designed to resolve ambiguity and refine unclear product needs.