chinanagooo/kallangflow

KallangFlow combines an in-memory synthetic event crowd simulator, personalised journey recommendations, and a browser map/control interface; it also includes a scripted crowd-scale demo and shared attendee-profile persistence. The main web flow runs from attendee preferences and simulation controls through Flask, which supplies world/profile context to the agent and returns a route recommendation for display. The agent’s monitor–predict–recommend–act–adapt loop and the documented map, accessibility, and simulated-clock features are represented. Some Flask calls and frontend implementation details are omitted from excerpts, so those links rely on the README or SOURCE INDEX evidence.