lfe-extract-domain

Extract domain knowledge from interviews into documentation files.

43|2|Updated Apr 30, 2026
One-click install
npx skills add https://github.com/StChiotis/Library-First-Engineering --skill lfe-extract-domain
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: lfe-extract-domain
Source: https://github.com/StChiotis/Library-First-Engineering/tree/main/.agents/skills/lfe-extract-domain
Command: npx skills add https://github.com/StChiotis/Library-First-Engineering --skill lfe-extract-domain

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of capturing domain knowledge during project initialization or when encountering undocumented 'Black Boxes' in the codebase.

Core Features & Use Cases

  • Domain Knowledge Extraction: Interviews the project founder to document core logic, terminology, and constraints.
  • Documentation Generation: Outputs domain-knowledge.md and CONTEXT.md for the project.
  • Use Case: When a new project is started or when encountering a part of the codebase that lacks documentation, this Skill helps in understanding and documenting the domain-specific details.

Quick Start

Run the lfe-extract-domain skill to initiate domain knowledge extraction for your project.

Frequently Asked Questions about lfe-extract-domain

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

FAQPage Schema
How do I extract domain knowledge from interviews during project initialization?

To extract domain knowledge from interviews, this Skill formalizes core logic, terminology, and constraints into structured documentation. It guides the project founder through a structured interview to capture undocumented details.

What is the best way to document a codebase Black Box lacking existing documentation?

Documenting a codebase Black Box requires extracting domain knowledge from involved stakeholders. This Skill resolves undocumented areas by formalizing interviews into structured markdown files for clarity.

How do I generate project documentation from founder interviews?

Generate project documentation by running this Skill to interview the project founder. It directly outputs `domain-knowledge.md` and `CONTEXT.md` files capturing the extracted core logic and constraints.

Can I use this to extract core logic and terminology constraints for a new software project?

Yes, you can use this Skill for new software projects to extract core logic and terminology constraints. It is specifically designed for project initialization to ensure clarity in project logic.

What format does the extracted domain knowledge output generate?

The extracted domain knowledge outputs markdown files, specifically `domain-knowledge.md` and `CONTEXT.md`. These documents capture the formalized terminology, constraints, and core project logic.

When do I need a structured interview for project documentation?

You need a structured interview for project documentation when initializing a new project or encountering an undocumented Black Box. It ensures core logic and terminology are accurately captured and formalized.