Agent Development

To trigger a Claude Code plugin agent reliably, you must define precise "Use this agent when..." conditions and use an example-rich description in the frontmatter. This ensures Claude selects the correct agent for the specific user intent.

A system prompt for autonomous agent design should include second-person role instructions, analysis processes, quality standards, edge-case handling, and explicit output formatting. This structure ensures consistent agent behavior across various workflows.

Frontmatter triggering conditions directly affect Claude Code plugin activation by defining the exact user intents that match the agent. Using validated name and example-rich description formatting patterns ensures dependable discovery and activation.

Yes, you can use this approach to create tool-restricted subagents and tool-using workflows. The architecture supports designing autonomous agents and subagent libraries across many domains while maintaining consistent behavior through structured prompts.

Your Claude Code agent likely activates for wrong user intents because the frontmatter description lacks precise triggering conditions or sufficient examples. Defining explicit "Use this agent when..." conditions fixes incorrect agent selection and discovery.