agent-creator

Create structured AI agent definitions with seven standardized components.

150|17|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/jdforsythe/forge --skill agent-creator-jdforsythe
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-creator
Source: https://github.com/jdforsythe/forge/tree/main/skills/agent-creator
Command: npx skills add https://github.com/jdforsythe/forge --skill agent-creator-jdforsythe

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the creation of structured AI agent definitions by incorporating best practices from persona science, vocabulary routing, and failure mode taxonomy, ensuring reliably accurate and safe agents.

Core Features & Use Cases

  • Automated Agent Specification: Generate formal, standardized 7-component agent definitions aligned with research-backed role design principles.
  • Role Construction: Assist in formulating brief, real-world job titles and responsibilities that activate training data effectively.
  • Validation & Safety: Ensure agent definitions adhere to anti-pattern avoidance and toxicity checks for safe deployment.
  • Use Case: Use this Skill to rapidly prototype a security analyst agent for vulnerability assessment or a product manager agent for feature prioritization with validated scope boundaries.

Quick Start

Provide the role outline and domain details, and this Skill will produce a comprehensive agent schema ready for deployment or further refinement.

Frequently Asked Questions about agent-creator

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

FAQPage Schema
How do I design an AI agent with specific role specifications and safety boundaries?

AI agent design requires a structured 7-component schema including responsibilities, vocabulary payload, and an anti-pattern watchlist to ensure safe, domain-specific deployment.

What is vocabulary routing and how does it improve agent performance?

Vocabulary routing assigns specific terminology payloads to an agent definition, activating relevant training data to ensure reliably accurate responses for specialized domains.

How do I create a formal agent schema for a domain-specific application?

Creating a formal agent schema involves generating standardized definitions for decision scope, deliverables, SOP, and interaction models grounded in research-driven role templates.

Can I prototype a security analyst agent for vulnerability assessment using role science?

Role science enables rapid prototyping of a security analyst agent by formulating brief job titles and responsibilities that establish validated scope boundaries for vulnerability assessment.

What are common failure modes when building AI agents and how do I avoid them?

Failure mode taxonomy identifies common agent breakdowns, which are mitigated by incorporating an anti-pattern watchlist and toxicity checks during the role specification process.

Do I need expert persona science knowledge to generate structured AI agent definitions?

No, automated agent specification streamlines the creation process by incorporating best practices from persona science directly into the generation of the formal agent schema.