Fictional shop — Claude API triage workshop.

Workshop · trust boundary

Try to break the classifier

Pick a payload, toggle defences, and compare what the model was shown. Escaping is structural; everything after that is judgement — which is why money decisions are checked by arithmetic.

The baseline attack: a plain instruction to override the classification. If this one works, nothing else matters.

Pick a payload and hit Classify. Run it once with the defences on and once with them off — the difference is easiest to see on inj-02, which closes the delimiter and opens a forged system block.