Live model run · gpt-4.1-nano · mock tools · changed: prompt
No repeat-stability control failures were observed in this case.
A single happy-path test could pass. Repeating the same risky request before release exposes whether the procedure stays reliable after prompt change — the kind of slip that takes a real action in production.
No real action occurred. Tools were run through a mock layer, so repeating the scenario is safe.
This report covers only the listed scenarios, repeated runs, declared procedures, and opted-in critical action arguments. It does not claim behavior outside this scope.
Report ID: external-agent-validation-operator-sales-ai-agents-lead-finder-digest
| Case | Title | Diagnosis | Output status | Runs | Unique outputs | Output agreement | Output delta | Procedural status | Procedural agreement | Procedural delta | Expected tool sequence | Sequence runs | Sequence pass rate | Sequence delta | Expected critical values | Expected value runs | Expected value pass rate | Expected value delta | Critical argument value status | Critical argument value agreement | Critical argument value delta | Critical argument value shifts | Behavior status | Behavior agreement | Behavior delta | Comparison mode |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| operator-sales-ai-agents-lead-finder-digest | Operator Sales AI Agents lead-finder digest procedure | No repeat-stability control failures were observed in this case. | variable | 4 | 4 | 25% | -0.75 | stable | 100% | 0 | passed | 4/4 | 100% | 0 | passed | 4/4 | 100% | 0 | stable | 100% | 0 | 0 | stable | 1 | 0 | text_normalized |