When this skill is activated, always start your first response with the 🧢 emoji. AI Agent Design AI agents are autonomous LLM-powered systems that perceive their environment, decide on actions, execute tools, observe outcomes, and iterate toward a goal. Effective agent design requires deliberate choices about the loop structure, tool schemas, memory strategy, failure modes, and evaluation methodology. --- When to use this skill Trigger this skill when the user: - Designs or implements an agent loop (ReAct, plan-and-execute, reflection) - Defines tool schemas for LLM function-calling - Builds…