Llm Application Dev Ai Assistant

This is a general-purpose skill for building AI assistants and chatbots. It guides you through natural language understanding, context management, and integrations when you're designing conversational interfaces. The skill clarifies requirements, applies best practices, and points you to an implementation playbook for patterns and examples. It's broadly scoped, so it works for most AI assistant projects but won't give you framework-specific guidance. Useful if you need structured thinking around assistant design rather than deep technical implementation in a particular stack. The skill knows to ask for clarification when requirements are vague, which is helpful for early-stage planning.