extract-expertise

Extract tacit domain knowledge into Claude skills with SKILL.md and references.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/ThepExcel/agent-skills --skill extract-expertise
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: extract-expertise
Source: https://github.com/ThepExcel/agent-skills/tree/main/extract-expertise
Command: npx skills add https://github.com/ThepExcel/agent-skills --skill extract-expertise

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill helps extract domain expertise from experts and transform it into production-ready Claude skills. Through structured conversations, it captures mental models, workflows, decision criteria, and best practices to produce a complete skill package.

Core Features & Use Cases

  • Structured Extraction Framework: guides through the four phases (Discovery, Expertise Extraction, Structure Design, Skill Creation) to build Claude skills from tacit knowledge.
  • Persona-Driven Interviews: uses the Nong Fah Thai persona to foster a safe, curious, and effective extraction dialogue.
  • Output Artifacts: yields a production-ready skill with SKILL.md and references for deployment and reuse.
  • Use Case: a research team wants to capture domain mental models and workflows to produce repeatable Claude skills for onboarding or automation.

Quick Start

Start a session with a domain expert and follow the four-phase process to create a complete skill package ready for deployment.

Frequently Asked Questions about extract-expertise

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

FAQPage Schema
How do I extract tacit domain knowledge from experts to create Claude skills?

To extract tacit domain knowledge for Claude skills, use structured interviews guided by a persona-based framework. This process captures expert mental models, workflows, and best practices, then converts them into a production-ready skill package.

What is the structured process for turning domain expertise into deployable AI skills?

The structured extraction process follows four phases: Domain Discovery, Expertise Extraction, Structure Design, and Skill Creation. It systematically captures expert knowledge and outputs a complete skill package with SKILL.md and references.

How do I capture expert mental models and decision criteria for AI automation?

Capture expert mental models and decision criteria through persona-driven extraction sessions. These structured dialogues safely elicit tacit knowledge, uncovering pitfalls and context needed to build repeatable automation skills.

Can I use structured interviews to build Claude skills for team onboarding?

Yes, you can use structured interviews to build Claude skills for team onboarding. The extraction framework captures domain workflows and best practices, producing reusable skill packages for training and automation.

What outputs do I get when converting expert knowledge into a Claude skill?

Converting expert knowledge yields a production-ready skill package including SKILL.md, reference files, and metadata fields. These artifacts ensure the extracted expertise is structured for immediate deployment and reuse.