skills.rest
ajsai47
ajsai47COMMUNITY
Explore all skills by this author →
WebsiteGitHub

Agent Development

Create autonomous agents for Claude Code plugins with validation workflows.

11|2|Updated Mar 31, 2026
Search Tags:#validation#agent#plugin#claude-code#autonomous#triggering#system-prompt
One-click install
npx skills add https://github.com/ajsai47/holyclaude --skill agent-development-ajsai47
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Agent Development
Source: https://github.com/ajsai47/holyclaude/tree/main/plugins/plugin-dev/skills/agent-development
Command: npx skills add https://github.com/ajsai47/holyclaude --skill agent-development-ajsai47

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Building effective autonomous agents for Claude Code plugins requires mastering complex triggering conditions, system prompt engineering, and strict validation rules. This Skill eliminates the steep learning curve by providing comprehensive guidance, production-ready templates, and automated validation tools.

Core Features & Use Cases

  • Complete Agent Development Framework: Covers frontmatter fields (name, description, model, color, tools), system prompt structure, and triggering example best practices with detailed validation rules.
  • AI-Assisted Generation Workflow: Includes the exact Claude Code agent creation system prompt and JSON conversion pattern for rapid, consistent agent development.
  • Validation and Testing Scripts: Provides executable shell scripts to validate agent file structure and test triggering conditions, ensuring reliable deployment.
  • Use Case: A plugin developer needs to create a security analyzer agent that triggers when authentication code is written. This Skill provides the exact format for description examples, system prompt templates, and validation steps to deploy it correctly.

Quick Start

Use the agent-development skill to build a new code review agent by following the AI-assisted generation template and validating the output with the provided script.

Frequently Asked Questions about Agent Development

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

FAQPage Schema
How do I create autonomous agents for Claude Code plugins?▼

To create autonomous agents for Claude Code, you define the agent file structure, configure frontmatter fields like name, model, and tools, and design the system prompt. This framework provides templates and validation scripts to ensure proper agent registration.

What is the correct frontmatter configuration for a Claude Code agent?▼

The correct frontmatter configuration for a Claude Code agent requires specifying the name, description, model, color, and tools fields. Adhering to these naming conventions and description formatting rules ensures the agent triggers properly within the plugin.

How do I set up triggering conditions and examples for an autonomous agent?▼

Setting up triggering conditions involves formatting the agent description with specific example blocks that match user intent. This framework provides best practices for writing these triggering examples and shell scripts to test if the conditions activate correctly.

Does this agent development framework include validation workflows?▼

Yes, this agent development framework includes executable shell scripts to validate the agent file structure and test triggering conditions. These validation workflows ensure your autonomous agent deploys reliably before integration into the broader plugin.

Can I use an AI-assisted generation workflow to build Claude Code agents?▼

You can use an AI-assisted generation workflow by applying the exact Claude Code agent creation system prompt and JSON conversion pattern provided. This enables rapid, consistent agent development without manually writing the entire file from scratch.

Related Skills

Explore More Software Engineering Skills→
BumblebiberBumblebiber
23

hmem-setup

Install and configure the hmem MCP server across system-wide or project-local scopes.

Community
Advanced
FacuMFacuM

agent-development

Guide creation of autonomous agents for Claude Code plugins.

Community
Intermediate
outfitter-devoutfitter-dev
28

subagent-authoring

Create or update Claude Code subagents with YAML frontmatter and system prompts.

Official
Advanced
mcauduro0mcauduro0
1

senior-prompt-engineer

Analyze and optimize LLM prompts with Python scripts.

Community
Advanced