Agent Development

Generate Claude Code agent markdown files from user prompts.

90|4|Updated Feb 22, 2026
One-click install
npx skills add https://github.com/aisa-group/skill-inject --skill agent-development-aisa-group
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Agent Development
Source: https://github.com/aisa-group/skill-inject/tree/main/data/skills/agent-identifier
Command: npx skills add https://github.com/aisa-group/skill-inject --skill agent-development-aisa-group

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you design and deploy autonomous agents for Claude Code plugins, enabling consistent behavior, triggers, and security practices across projects.

Core Features & Use Cases

  • Frontmatter-driven agent metadata (name, description, model, color, tools)
  • System prompts with core responsibilities, analysis workflow, and output formats
  • Triggering examples with <example> blocks to guide Claude's agent invocation
  • Validation templates and best practices aligned with CLAUDE.md

Quick Start

To begin, describe the agent’s purpose and triggering examples, generate the JSON configuration, and save it as agents/[identifier].md.

Frequently Asked Questions about Agent Development

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

FAQPage Schema
How do I create an autonomous agent for Claude Code plugins?

To create an autonomous agent for Claude Code plugins, describe the required agent behavior and triggering examples. The skill translates your prompt into a structured frontmatter and system prompt, outputting a ready-to-deploy agent markdown file.

What is frontmatter-driven agent metadata in Claude Code?

Frontmatter-driven agent metadata defines an agent's configuration for Claude Code, including its name, description, model, color, and tools. It ensures consistent behavior and security practices across projects by structuring the agent's core identity.

How do I write system prompts for autonomous agents?

Writing system prompts for autonomous agents involves defining core responsibilities, an analysis workflow, and specific output formats. The skill automates this by translating your behavioral requirements into a structured system prompt aligned with project patterns.

Does Claude Code agent configuration require validation scripts?

Claude Code agent configuration leverages validation scripts and CLAUDE.md project patterns to ensure compliance, safety, and integration readiness. This guarantees that generated agent markdown files meet required standards before deployment.

Can I use example blocks to guide Claude's agent invocation?

Yes, you can use example blocks to guide Claude's agent invocation. The skill generates triggering examples within the agent configuration to instruct Claude on exactly when and how to activate the autonomous agent.

What is the best way to design agents for Claude Code?

The best way to design agents for Claude Code is to use an automated skill that analyzes your prompt, translates it into a structured frontmatter and system prompt, and outputs a ready-to-deploy agent markdown file.