agent-development

To create autonomous agents for Claude Code plugins, you convert high-level requirements into rigorously defined agent frontmatter, system prompts, and triggering examples. This process generates ready-to-use agent files in the appropriate agents directory.

Agent frontmatter in a Claude Code plugin is a metadata header that includes the agent name, description, model, color, tools, dependencies, and components. It defines the agent's configuration and operational scope.

Writing a system prompt for an autonomous agent involves detailing its responsibilities, processes, and output formats. The prompt must align with CLAUDE.md patterns to ensure consistency with project standards.

You validate agent file structure by applying CLAUDE.md patterns to check consistency with project conventions. This includes verifying agent identifier naming conventions, frontmatter completeness, and toxicity assessments.

Yes, agent development supports triggering examples for edge cases. It produces examples that demonstrate explicit, proactive, and edge-case usage to ensure the autonomous agent activates correctly across scenarios.

Claude Code agent identifiers must be 3-50 characters long and use only lowercase letters, numbers, and hyphens. This standard ensures safe, reusable agent configurations.