Agent Development

You create autonomous agents by translating requirements into a JSON skeleton, then converting it into an MD file placed under agents/ with standardized frontmatter, system prompts, and triggering examples.

A Claude Code agent configuration includes precise identifiers, triggering conditions, output formats, complete system prompts with edge case and escalation strategies, and validation against project rules.

You validate Claude Code agent files by checking frontmatter and system prompts against project standards defined in CLAUDE.md, then integrating the validation process into CI workflows before deployment.

You need CLAUDE.md because it provides the project standards required to align agent configurations, validate agent files, and ensure consistency across agents and plugins during development.

Yes, you can integrate autonomous agent validation with CI workflows by testing triggering examples and validating agent files against project rules before deployment to ensure safe operation.

The best way to standardize agent frontmatter and system prompts is to apply a repeatable framework that generates consistent configurations covering responsibilities, processes, edge cases, and escalation strategies across all agents.