ai-system-design

What problem does it solve?

Many people have ideas that might benefit from AI but lack a clear, non-technical system design to make those ideas buildable. This Skill helps users surface the real user problem, identify where AI truly adds value, and translate ambiguous goals into a concrete plan that developers and stakeholders can act on.

Core Features & Use Cases

• Conversational discovery: One-question-at-a-time guidance to clarify the user, the desired experience, and success criteria without using technical jargon.
• AI boundary identification: Helps decide which parts of a product need AI versus simple rules or lookups, and defines AI roles like generation, understanding, or decision support.
• Structured outputs: Produces a plain-language system overview for stakeholders and a detailed structured spec (frontend, data, AI layer, integrations, failure handling) for implementers.
• Use Case: A non-technical founder has an idea for an intelligent customer support tool; use this Skill to map user flows, identify required data sources, and generate a spec that an engineering team can start building from.

Quick Start

Describe your product idea in plain language, who will use it, and what problem it should solve.