osprey-sml-reference

Osprey SML moderation rules define logic for event extraction and label application by using proper type handling for EntityJson and JsonData. This ensures labels attach correctly to entities within the moderation framework.

Sliding window rate limiting in Osprey SML is implemented using proven labeling patterns from the provided pattern library. This reference includes 25 patterns ranging from simple content matching to complex strike systems.

Type safety in Osprey SML relies on correctly handling EntityJson and JsonData structures. Proper type system usage prevents common syntax errors and ensures labels attach to the correct entities.

Osprey SML rules should follow structured naming conventions, time constant standards, and structural best practices. A reviewer checklist is provided to enforce these conventions for maintainable moderation workflows.

UDFs can be used efficiently within the Osprey moderation framework by following best practices for rule logic construction. This reference provides guidance to avoid inefficient logic patterns when building workflows.

Osprey SML rules fail to apply labels when EntityJson and JsonData types are mishandled. This reference helps developers avoid common type system pitfalls and syntax errors during rule construction.