domain-to-spec

Translates non-technical domain expertise into structured technical specifications.

2|Updated Apr 14, 2026
One-click install
npx skills add https://github.com/emilyLi2020/WAVE --skill domain-to-spec
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: domain-to-spec
Source: https://github.com/emilyLi2020/WAVE/tree/main/.agents/skills/domain-to-spec
Command: npx skills add https://github.com/emilyLi2020/WAVE --skill domain-to-spec

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates misalignment between domain experts and development teams by translating non-technical professional expertise into structured, buildable technical specifications, removing guesswork from new project kickoffs.

Core Features & Use Cases

  • Domain Knowledge Extraction: Guides users through targeted questions to capture field-specific constraints, pain points, user needs, and success criteria.
  • Concept Mapping & Flow Design: Translates domain-specific processes and requirements into equivalent software components and a minimum viable product workflow.
  • Critical File Generation: Creates mandatory AGENTS.md (shared instructions for AI coding tools) and PRD.md (product requirements blueprint) files at the repository root that all subsequent project scaffold skills depend on.
  • Use Case: A healthcare provider building a patient craving support tool can use this Skill to capture clinical regulatory requirements and user needs into a structured spec that ensures the final build meets both medical and technical standards.

Quick Start

Use the domain-to-spec skill to input your professional role and desired project outcome to generate a complete AGENTS.md and PRD.md specification for your new project.

Frequently Asked Questions about domain-to-spec

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

FAQPage Schema
How do I translate domain expertise into a technical specification for a new software project?

To translate domain expertise into a technical specification, you can use a skill that guides you through targeted questions to capture field-specific constraints and user needs, mapping them into structured software components and workflows.

What is the best way to generate a PRD.md and AGENTS.md file for project scaffolding?

The best way to generate a PRD.md and AGENTS.md for project scaffolding is to input your professional role and desired project outcome into a domain-to-spec tool, which automatically outputs these mandatory files at your repository root.

How do I create an MVP planning workflow from non-technical business requirements?

You can create an MVP planning workflow from non-technical business requirements by mapping domain-specific processes and professional pain points into equivalent software components to define a minimum viable product flow.

Do I need technical coding knowledge to generate product requirements for AI agents?

No, you do not need technical coding knowledge to generate product requirements for AI agents because the skill extracts non-technical professional expertise and translates it into structured, buildable technical specifications automatically.

Can I use this domain mapping approach for highly regulated industries like healthcare?

Yes, you can use this domain mapping approach for regulated industries like healthcare because it specifically captures clinical regulatory requirements and user needs to ensure the final build meets professional standards.