create-expert

Create or customize domain expert agent definition markdown files for project-level reuse.

1|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/Ameng2001/astra-studio-plugins --skill create-expert-ameng2001
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: create-expert
Source: https://github.com/Ameng2001/astra-studio-plugins/tree/main/studio-core/skills/create-expert
Command: npx skills add https://github.com/Ameng2001/astra-studio-plugins --skill create-expert-ameng2001

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you quickly create or tailor domain expert agents when you need specialized thinking for brainstorming, domain modeling, and insight generation—without relying only on built-in experts.

Core Features & Use Cases

  • Create or customize expert agents: Draft a new domain expert from scratch or adapt an existing built-in expert to match your company terminology and standards.
  • Produce an agent definition file for reuse: Generates a project-level agent definition you can plug into other Astra Studio skills and workflows.
  • Support expert-driven validation in planning/insight: Enables specialist perspectives for event-storm, persona development, and workflow/domain validation.

Quick Start

Tell the AI: Create an expert named "Pediatric Sleep Consultant" for a brainstorming session and write the agent definition for my project-level studio/agents folder.

Frequently Asked Questions about create-expert

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

FAQPage Schema
How do I create a custom domain expert agent for brainstorming workflows?

To create a custom domain expert agent, draft a specialist definition from scratch or adapt an existing built-in expert. The skill outputs a structured agent markdown file with YAML frontmatter, which you can plug into brainstorming and validation workflows.

Can I customize built-in expert agents to match my company terminology?

Yes, you can customize built-in expert agents to match your company terminology and constraints. The skill supports an override lookup order, prioritizing project-level agent definitions before falling back to built-in experts.

What is an agent definition file and when do I need one for domain modeling?

An agent definition file is a structured markdown document with YAML frontmatter that defines a domain expert's perspective. You need one when stakeholders require a specialist viewpoint for event-storming, persona development, or workflow validation not covered by default experts.

How do I add a new expert agent definition to my project workspace?

You add a new expert agent by instructing the AI to generate the definition and writing the output to your project-level studio/agents folder. This integrates the specialist directly into your workspace for reuse across other skills.

Does the expert agent definition support workspace integration with other skills?

Yes, the generated agent definition file supports workspace integration. Once saved in your project-level agents folder, the custom expert can be seamlessly invoked by other skills for planning, insight generation, and domain validation tasks.

What are the limitations when creating expert agents for validation workflows?

The skill requires reading and writing agent definition files to function properly. It is limited to producing markdown files with YAML frontmatter and does not dynamically execute the expert logic itself, serving purely as a definition generator for downstream validation workflows.