Use when operating, setting up, onboarding, configuring, estimating cost/time for, debugging, documenting, reporting on, or validating the WorldFork branching simulation backend through its CLI/API, including Big Bang initialization, Atlas demos, ticks, jobs, ledgers, reports, runtime health, and model routing.
Use when an AI agent must run a from-scratch WorldFork dev-branch validation: install skills with npx, bootstrap a fresh environment, configure and audit LLM model routing, exercise every available worldfork CLI command, validate delete and manual/auto branching behavior, run the sample Atlas demo, and produce evidence-backed functionality and accuracy findings with subagents.