worldfork-cli

What problem does it solve?

This Skill eliminates the need for a browser frontend or complex Docker stack when working with a WorldFork backend, providing a lightweight command-line client for driving explainable, recursively branching social simulations programmatically.

Core Features & Use Cases

• Headless Backend Control: Drive the entire simulation lifecycle via the worldfork CLI without any UI.
• Simulation Management: Create, start, pause, and run Big Bang simulations to completion, including async job tracking.
• Inspection & Debugging: Inspect multiverse DAGs, universe traces, cohort transcripts, and LLM request logs with verbosity controls to manage context window size.
• Live Model Routing: Hot-swap LLM models per job type without restarting containers using the worldfork model commands.
• Use Case: An AI agent or developer needs to run a social simulation, monitor its progress via jobs and logs, and inspect specific actor traces at specific ticks, all from a shell script or coding agent.

Quick Start

Use the worldfork-cli skill to verify the backend is healthy and list all available Big Bang simulations.