test_all_limits_stop_before_denied_tool_invocation (test_limits.LimitTests.test_all_limits_stop_before_denied_tool_invocation) ... ok
test_case_and_default_k_variants_are_still_repeated_search (test_limits.LimitTests.test_case_and_default_k_variants_are_still_repeated_search) ... ok
test_cumulative_step_search_read_and_byte_limits (test_limits.LimitTests.test_cumulative_step_search_read_and_byte_limits) ... ok
test_invalid_limits_and_action_schema_fail_closed (test_limits.LimitTests.test_invalid_limits_and_action_schema_fail_closed) ... ok
test_repeated_call_is_rejected_without_second_invocation (test_limits.LimitTests.test_repeated_call_is_rejected_without_second_invocation) ... ok
test_success_records_real_validated_reads_and_actual_counters (test_limits.LimitTests.test_success_records_real_validated_reads_and_actual_counters) ... ok
test_tampered_same_size_read_is_not_accepted_as_observation (test_limits.LimitTests.test_tampered_same_size_read_is_not_accepted_as_observation) ... ok
test_tool_error_is_terminal_and_attempt_consumes_budget (test_limits.LimitTests.test_tool_error_is_terminal_and_attempt_consumes_budget) ... ok

----------------------------------------------------------------------
Ran 8 tests in 0.013s

OK
