Struct Learner 

pub struct Learner { /* private fields */ }

Runs one abstraction/consolidation pass for a domain: current learned rules + unprocessed reflections in, a rewritten learned rule set out.

One combined pass rather than a separate incremental abstraction stage: the consolidation prompt already absorbs unprocessed reflexions, and at one user’s volume an incremental stage buys nothing but a second prompt to maintain. The three-stage design survives conceptually — reflections are still the evidence, this is still abstraction, and the budget it enforces is still consolidation.

Implementations

impl Learner

pub fn new(provider: Box<dyn Provider>, model: Option<String>) -> Self

pub fn model(&self) -> &str

pub async fn learn( &self, domain: &str, user_rules: &[Rule], learned_rules: &[Rule], reflexions: &[Reflexion], ) -> Result<Option<Vec<Rule>>>