Python starts when you choose Run.
A tool response cannot grant execution authority
A dispatch boundary checks the proposal against an independent grant. External wording remains data, even when it sounds imperative.
Six dummy action proposals test an allowlisted dispatch boundary. No model, external target, private data, or action execution is present.
authorized/accepted 2 unauthorized/rejected 4 false_blocks 0 missed_blocks 0 Malformed inputs rejected: 6 ; tool-text invariance checks: 30
Python runs locally in this page. Saved results and figures are visible before execution.