Struct TaskClassInferencer 

pub struct TaskClassInferencer { /* private fields */ }

Infers the task class for a signal description using keyword recall scoring.

Scoring

For each registered class, the score is:

score = |signal_tokens ∩ class_keywords| / |class_keywords|

The class with the highest score is returned when the score meets threshold (default 0.75). When no class reaches the threshold the fallback "generic_fix" ID is returned.

Implementations

impl TaskClassInferencer

pub fn new(classes: Vec<TaskClassDefinition>) -> Self

Create an inferencer from a custom set of definitions.

pub fn with_builtins() -> Self

Create an inferencer pre-loaded with builtin_task_class_definitions().

pub fn with_threshold(self, threshold: f32) -> Self

Override the similarity threshold (default 0.75).

pub fn infer(&self, signal_description: &str) -> String

Infer the task class ID for the given signal description.

Returns the ID of the best matching class when it achieves a score ≥ threshold, or "generic_fix" otherwise.

pub fn class_definitions(&self) -> &[TaskClassDefinition]

Return a reference to the underlying class definitions.