Gym Anything
CUA-World

Environments that require manual data downloads

A small number of benchmark environments expect artifacts that cannot be auto-fetched. Each carries a MANUAL_DOWNLOAD.md with instructions.

Most benchmark environments fetch their data automatically — either from a pre_start hook that downloads inside the container, or from a host-side scripts/fetch_data.sh that runs before the env starts.

A handful of environments depend on artifacts that are auth-gated, behind anti-bot protection, or only distributed through a vendor portal. Those envs do not run out of the box on a fresh clone — a one-time manual download is required.

Each such env carries a MANUAL_DOWNLOAD.md at the env root. It tells you what file is needed, where to get it, where to place it, and the expected sha256 to verify.

Affected environments

EnvWhere to get the artifact
android_aps_envBuild from source (AGPL-3.0) — see env's MANUAL_DOWNLOAD.md
flica_envadb pull from a physical xxhdpi-density Android device
ninja_trader_envNinjaTrader account portal (free signup)
oracle_analytics_desktop_envOracle eDelivery (free Oracle account)
skelion_envPersonal/team archive of v5.5.2
topocal_envVendor site (currently unreachable) — contact maintainers
twon_access_commander_env2N partner portal

For each, see benchmarks/cua_world/environments/<env_id>/MANUAL_DOWNLOAD.md.

Verifying after download

Each MANUAL_DOWNLOAD.md includes the expected sha256 of the project's reference build. Use sha256sum (Linux/macOS) or Get-FileHash (PowerShell) to confirm before running the env. If the hash doesn't match, the env may run but its tasks may produce unexpected results — verifiers in this project sometimes check exact data values.

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