skeptic-examine

Examine cleaned data by mapping its distributions, relationships, anomalies, and fragility to identify evidentiary support. This protocol-visible assessment keeps exploratory observations distinct from confirmed claims, providing a concrete handoff to detail which aspects are well-supported for analysis.

Verifying protocol visibility ensures your cleaned data aligns with the approved route and protocol before analysis. This assessment maps data fragility and anomalies, keeping exploratory observations distinct from confirmed claims to prevent unsupported analytical conclusions.

Exploratory observations are patterns mapped during data examination, while confirmed claims require verified evidentiary support. Keeping them distinct ensures your cleaned data handoff accurately details which aspects are well-supported and where caution is needed for the analyze stage.

Yes, you can run autonomous data examination with protocol visibility checks using the --auto flag. This mode is permitted when the active route and protocol allow it, enabling the tool to map distributions and anomalies without manual intervention.

Map data fragility and anomalies by examining the protocol-visible portion of the dataset to characterize its structure. This auditable process identifies evidentiary support limits and provides a concise handoff detailing where caution is needed before the analyze stage.