cli-anything-openclaw

To trigger GUI macros from a command-line interface, use a unified CLI entry to route execution requests across native, file-transform, and GUI replay backends. This removes the need for direct GUI interaction by executing macros via stable CLI commands.

A YAML macro registry is a configuration file required for backend routing that lists, validates, and inspects available GUI macros. You need it to enable macro discovery and ensure reproducible automation across diverse environments.

Yes, you can use CLI automation to run GUI workflows and receive JSON-formatted outputs. The system generates JSON outputs to integrate seamlessly into existing automation pipelines and support auditable session history.

To ensure safe and auditable macro routing, the system checks predefined preconditions and postconditions before and after macro execution. This validation mechanism guarantees correct automation outcomes and tracks session telemetry.

Yes, the CLI macro system supports executing file-transform and accessibility backends. It uses a multi-backend routing architecture to trigger GUI workflows across native, file-transform, GUI replay, and accessibility environments.

A limitation of using a CLI entry for GUI replay automation is the strict dependency on a YAML macro registry for validation. While it avoids direct GUI interaction, all workflows must be pre-registered to route correctly through the backends.