What problem does it solve? Building autonomous agents for Claude Code plugins requires precise frontmatter fields, well-structured system prompts, and reliable triggering examples, and mistakes in any of these cause agents to trigger incorrectly or behave unpredictably. ## Core Features & Use Cases - Agent File Structure Guidance: Defines the complete Markdown format with YAML frontmatter covering name, description, model, color, and tools fields with validation rules. - AI-Assisted Generation: Provides the exact agent creation system prompt from Claude Code to generate agent configurations as JSON and convert them into agent files. - Validation and Testing: Includes a validate-agent.sh script that checks frontmatter structure, field constraints, and system prompt quality, plus guidance for testing triggering conditions. - Use Case: When you need a code review agent for your plugin, describe the requirement, generate the configuration with the AI-assisted prompt, save it as agents/code-reviewer.md, and validate it with the included script. ## Quick Start Ask the AI to create an agent for reviewing code quality in your Claude Code plugin using the agent development guidance.