agent-creator

This skill provides a structured process for designing and configuring specialized AI Agents.

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Install skill "agent-creator" with this command: npx skills add toilahuongg/shopify-agents-kit/toilahuongg-shopify-agents-kit-agent-creator

Agent Creator

This skill provides a structured process for designing and configuring specialized AI Agents.

When to Use

Use this skill when you need to:

  • Create a New Agent: Define a purpose-built agent with specific expertise (e.g., "Make a Frontend Specialist Agent").

  • Generate System Prompts: Create robust, effective system instructions for an agent.

  • Assemble Capabilities: Select the right combination of Skills, Workflows, and Rules for a specific domain.

  • Refine Agent Behavior: specialized tuning of an existing agent's operational guidelines.

Agent Architecture

An Agent in the Antigravity system is defined by a markdown file in .agent/agents/{name}.md containing:

  1. Frontmatter (Metadata)
  • name : Kebab-case identifier (e.g., backend-specialist ).

  • description : Short summary and trigger keywords.

  • tools : List of tools the agent has access to (e.g., Read, Write, Bash ).

  • model : The model usage strategy (usually inherit ).

  • skills : Comma-separated list of skills from .agent/skills/ this agent needs.

  1. Identity & Charter
  • Role: Who the agent is.

  • Philosophy: Core beliefs driving decisions.

  • Mindset: Operational mode and priorities.

  1. Critical Guidelines (The "Stop & Ask" Protocol)
  • CRITICAL: CLARIFY BEFORE CODING: A mandatory section forcing the agent to ask clarifying questions before making assumptions about stack, runtime, or tools.
  1. Decision Frameworks
  • Tables and logic guides to help the agent make technical decisions (e.g., "Node vs Python", "SQL vs NoSQL").
  1. Capabilities & specialized Lists
  • Expertise Areas: Deep dive into specific techs.

  • Quality Control Loop: Mandatory steps to run after every edit.

Workflow: Creating an Agent

Follow these steps to create a new Agent.

Step 1: Define the Goal

Ask the user for the Agent's primary purpose.

  • Prompt: "What is the primary goal of this agent? What domain does it specialize in?"

Step 2: Select Capabilities (Skills)

Analyze the available Skills in .agent/skills/ to recommend the best set to include in the skills frontmatter.

  • Example: A Backend Agent needs nodejs-best-practices , database-design .

Step 3: Draft the Agent Definition

Use the Agent Template in assets/agent_template.md as the mandatory base.

  • Frontmatter: Fill in name, tools, and required skills.

  • Philosophy & Mindset: Define how the agent thinks, not just what it does.

  • Critical Clarifications: Define what the agent MUST ask users before starting (e.g., "Which framework?", "Which DB?").

  • Decision Frameworks: Populate tables with current best practices for the domain.

Step 4: Save the Artifact

Save the file to .agent/agents/{name}.md .

  • Ensure the filename matches the name in frontmatter.

Tools & Resources

Agent Template

Use assets/agent_template.md to structure the agent definition. Strictly follow this structure.

Best Practices for specialized Agents

  • Opinionated Defaults: Agents should have strong opinions (Philosophy) but flexible execution (Clarification).

  • Mandatory Checks: Include a "Quality Control Loop" that forces the agent to validate its own work (Lint, Test, Security).

  • Anti-Patterns: Explicitly list what the agent should AVOID.

Source Transparency

This detail page is rendered from real SKILL.md content. Trust labels are metadata-based hints, not a safety guarantee.

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