A browser UI for people who don't write R: upload a CSV, choose what to predict, optionally describe goals and rules in plain English, and click Build. Progress streams live; when the agent needs a decision, a dialog pops up. Results (leaderboard, constraint compliance, report, and the full R code) appear when the build finishes, and everything is also saved to the run directory as usual.
Details
The build runs in a background R process (via callr), so the app stays
responsive; the agent's questions travel through small files in the run
directory. Requires the shiny and callr packages and an API key for
your LLM provider (see vignette("atlas")).