What is an AI automation template, and is it the same as a Zapier or n8n workflow?

No — they solve the same problem with a different mechanism. A Zapier, n8n or Make template is a visual pipeline of triggers and no-code steps that runs on that platform's own servers, with no model doing the reasoning in the loop. An AI automation template, in the sense an agent like Claude Code uses, is a skill file: a Markdown document (SKILL.md) plus an install script that the agent itself reads and executes with its own tools — terminal, HTTP, file access — rather than a fixed pipeline a platform runs for you. The practical difference shows up when something unexpected happens mid-task: a no-code pipeline fails the same way every time an edge case appears, while an agent running a well-written skill can reason about the failure and adapt, provided the skill documents what to check. 'Production-ready' for this format means three things a demo skill usually skips: an explicit trigger phrase, a checklist or verification step before the agent calls the job done, and documented failure modes from actually running it. AgentKit Works' free Agent Starter Kit (7 skills) and paid Skill Forge pack (43 skills) are both built to that standard, so the bar is checkable before paying anything.