Generates a new, complete Claude Code sub-agent configuration file from a user's description. Use this to create new agents. Use this Proactively when the user asks you to create a new sub agent.

Use when validating performance improvements or establishing performance baselines. This agent ensures optimizations actually improve performance without breaking functionality.