Let the OS build your dataset while it works.
Real robot executes task
Safety interception layer
Event-driven ring buffer
Standardized dataset packaging
Community-shared training data
Every physical movement, successful or blocked, is intercepted by the Event-Driven Ring Buffer. ROSClaw automatically time-syncs ROS 2 joint states, RGB-D streams, and LLM reasoning prompts, outputting standard RLDS datasets for offline VLA fine-tuning.
No manual logging required. Every interaction is captured.
ROS 2 messages aligned with LLM chain-of-thought traces.
Native LeRobot RLDS export for immediate training.