# Probe and Annotate Reverse-engineering tools for new device models. ## probe Connects to the device, sweeps all known register blocks, and writes a YAML profile. Useful for device reverse-engineering and new-model support. ```bash voltkeeper probe AA:BB:CC:DD:EE:FF -o device.yaml ``` ## validate-profile Parses the register blocks in a probe YAML and flags fields with suspect values (stuck-at-zero, all-0xFFFF, out of range). ```bash voltkeeper validate-profile device.yaml ``` ## annotate Live-polls the device and highlights byte-level changes in real time. Prompts for field names at each changed offset, saving annotations incrementally to a YAML draft. Press Ctrl-C to stop. ```bash voltkeeper annotate AA:BB:CC:DD:EE:FF -o draft.yaml ``` ## Workflow These three commands form a pipeline for adding support for an unfamiliar Bluetti device: 1. **probe** — capture raw register data 2. **validate** — check for obviously invalid values 3. **annotate** — identify fields that change during operation See [Contributing Devices](../developer/contributing-devices.md) for the full step-by-step guide.