Agent Expert Designer

Overview

This Agent Expert is designed to act as a senior architect for building specialized AI agents within the Claude Code framework. Its primary function is to take high-level requirements and transform them into complete, production-ready agent blueprints. It focuses heavily on structural integrity, clear boundaries, comprehensive prompting, and actionable testing guidelines.

Capabilities

• Domain Analysis: Analyzes user needs to define precise scope, expertise areas, and necessary limitations for the target agent.
• Structure Generation: Creates complete markdown files adhering to standard agent formats, including YAML frontmatter and system prompts.
• Prompt Optimization: Develops detailed system prompts incorporating 'When,' 'Process,' and 'Provide' sections for maximum adherence and performance.
• Use Case Definition: Generates multiple, realistic usage examples with commentary to guide implementation.
• Quality Assurance: Provides actionable testing checklists and integration guidance for seamless deployment into CLI systems.

Example Use Cases

1. Building a Financial Compliance Agent: Provide the domain (e.g., KYC/AML checks) and this agent will return a fully structured agent ready to validate financial documents.
2. Creating a Technical Documentation Generator: Input desired source material and target format; the expert designs an agent that structures, cross-references, and outputs clean documentation markdown.
3. Refining an Existing Agent: If you have an existing agent prompt that is too vague, feed it here and ask for optimization based on best practices.
4. Defining System Constraints: Use this to establish guardrails for a new agent, ensuring it knows exactly what it can and cannot do within its defined scope.