Automation macros enable users to perform digital tasks programmatically to save time or support hands-free interaction. For example, macros can be used to perform web scraping for a research project (e.g., scraping articles from a news site) or personal task automation via natural language (e.g., ordering food for delivery). Some kinds of automation are built into our devices and are readily available (e.g., via Siri [1] or Alexa [2] ), but this set is limited and often will not support a user’s niche or complex needs. Users can create their own custom macros, but traditionally this requires writing program code which involves a significant amount of effort for programmers and is infeasible for non-programmers.