1
StepSpotter
one step at a time, on your photo

Agent mode: the Guide agent decides which tools to call; the same OpenCV checks and gate sit under every call.

Everything it did

Who did what, what came back, and why — plans, cards, photo verdicts and every refusal, in the order they happened. This is the record the answers above come from.