
What the hardware does
A physical CAN interface captures signals from a vehicle or test gauges for decoding.
How the agent helped
Martin Falch's 'How I built the skill (or asked Claude to)' section says he deliberately did not create the Python tools himself, instead directing Claude through test cases and corrections; the article shows the resulting software operating with CANsub hardware.
Before you build
Use listen-only capture. Wiring and reference signals require expertise; decoded results are not safety-certified. Do not transmit control commands to a vehicle.
Follow the build
Original build story
First-person manufacturer build guide with physical demonstrations and validation plots




