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.